From 273ca06ddb295a7ab843af6578b2ea8cbad4ab8b Mon Sep 17 00:00:00 2001
From: Justin Blumencranz <96924014+j15z@users.noreply.github.com>
Date: Sat, 1 Aug 2026 10:56:02 -0700
Subject: [PATCH 01/30] fix(files): serve rendered documents instead of source
 code (#6139)
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* fix(files): serve rendered documents to attachments and workflow reads

Generated documents store their generation source under a .pdf/.docx name and
keep the compiled binary in a separate content-addressed artifact store, so any
consumer doing a raw read handed out source text under a document name.

- Route attachments and readUserFileContent through the servable resolver so
  they get the compiled artifact, and stop the internal generation-source MIME
  marker reaching providers as a content type.
- Render on read when the artifact is missing. The artifact key is (workspace,
  source hash), so forking a workspace, moving a file, or editing the source
  outside a recompiling writer orphaned it permanently and reported "still
  being generated" forever. Rendering self-heals those and stores the result.
- Fall back to serving stored bytes as application/octet-stream when a render
  fails, instead of failing forever, and remember not to retry those bytes.
- Only compile without a workspace context when the file's type positively
  says it is generation source, so unrelated stored bytes are never executed.
- Make the doc-not-ready error opt-in per caller and give it a 409 via
  HttpError, so output decoration degrades instead of failing completed work.

* fix(files): keep render failures retryable and never relabel unrendered bytes

Addresses the first review round.

- Only memoize a render failure when it is deterministic. A DocCompileUserError
  means the source will never render, so remembering it is safe; sandbox
  outages, timeouts, and cancellations are transient and were stranding valid
  documents for the life of the process. Infra failures now propagate, which
  also restores DocCompileUserError reaching callers that map it to 409.
- Refuse to hand back bytes the resolver could not render. readUserFileContent
  returns a string, so the resolver's honest application/octet-stream could not
  travel with it and attachment builders re-inferred a document MIME from the
  filename — shipping generation source to a provider as a PDF. The file-serve
  route keeps the graceful passthrough, where a human downloading the bytes is
  useful.
- Normalize the declared type once so a padded or upper-cased source marker
  cannot pass the resolver gate on one code path and fail it on the other.
- Import the doc-not-ready guard lazily. The static import pulled the
  doc-compile module graph (remote sandbox, task runner, execution limits) into
  every hydration consumer and broke an unrelated test's module mock in CI.

* perf(files): coalesce concurrent renders of the same missing artifact

An artifact miss is identical for every concurrent reader — a freshly forked
workspace whose document several viewers open at once, or one request whose
blocks read the same file — and each was paying for its own compile of the same
bytes. Share one in-flight render per (workspace, source, ext) key and drop the
entry as soon as it settles, so a later read still re-renders normally.

* fix(files): refuse unrendered bytes at the download boundary

Addresses the second review round.

- Throw UnrenderableDocumentError from downloadServableFileFromStorage instead
  of returning bytes with an `unrendered` flag. Around 45 call sites (email
  attachments, cloud uploads, zip entries, provider attachments) receive only a
  Buffer and re-infer the type from the filename, so a flag they must remember
  to check is a flag they will not check. Those callers already handled the
  previous not-ready throw, so failing is the shape they expect. The file-serve
  route is unaffected — it resolves bytes directly and keeps the graceful
  passthrough, where a human downloading the file has a use for it.
- Surface that failure through hydration: with throwOnDocNotReady set, the
  caller cannot use a file with no content, so an unrenderable document now
  reaches it verbatim instead of degrading to null and reporting a misleading
  "may exceed size limit or no longer accessible".
- Stop a shared render inheriting one caller's cancellation. The coalesced run
  no longer carries any caller's signal; each caller races its own instead, so
  an aborting reader gives up promptly while the render finishes for the others
  and still lands in the cache.

* fix(files): move the unrenderable error out of the 'use server' module

file-utils.server.ts carries 'use server', whose exports must all be async
functions, so exporting an error class from it failed the production build with
67 cascading errors. The class now lives in the plain file-utils.ts beside the
other shared file helpers, which also lets the hydration path import it directly
instead of through a dynamic import.

Also bounds how long a failed render is remembered. The isolated-vm engine
cannot tell a bad source from a sandbox outage, so a permanent entry let one
transient failure block re-rendering that source for the life of the process.
Entries now expire after five minutes: long enough to stop a read loop spending
a sandbox run per read, short enough that an outage self-heals without a deploy.

* fix(files): finish the render cancellation and failure-surfacing edges

- Race the E2B render against the caller's signal too. Only the isolated-vm
  branch did, so an aborted request on the E2B path waited for the sandbox to
  finish and could return a success the caller no longer wanted.
- Attach a terminal handler to the shared render. Every caller races it against
  its own signal, so all of them can walk away; a later rejection with no waiters
  left would otherwise surface as an unhandled rejection.
- Stop narrowing what throwOnDocNotReady rethrows. readUserFileContent now runs
  document compiles and can fail in ways this module has no business
  enumerating; narrowing produced three consecutive review rounds of "this
  particular failure is still swallowed". The flag means "do not degrade".
- Do not mark an unrendered response immutable. The serve route caches versioned
  responses for a year, which would pin a one-off render failure to that URL long
  after a later compile succeeds on the same version.

* revert(files): drop the concurrent-render coalescing

The coalescing was an optional efficiency win — rendering is content-addressed
and idempotent, so duplicate concurrent renders produced the same artifact and
cost only extra sandbox time on an artifact miss. It bought that at the price of
the most intricate code in the change set, and produced three concurrency
findings across two review rounds: a shared render inheriting one caller's
cancellation, an E2B/isolated-vm asymmetry in how the signal was raced, and
orphaned rejections once every caller could race away.

Removing it also restores true cancellation on the isolated-vm path: the caller's
signal now reaches runSandboxTask again, so an abort cancels the sandbox work
rather than only abandoning the wait for it.

* fix(review): simplify generated document attachments

* fix(files): mock servable downloads in hydration tests

* fix(files): preserve rendered attachment semantics

* fix(files): preserve cached artifact size

* fix(files): refuse unresolved xlsx source

* fix(files): resolve execution artifact workspace
---
 .../copilot/tools/server/files/doc-compile.ts |   5 +-
 .../tools/server/files/doc-servable.test.ts   |  30 ++++-
 .../payloads/materialization.server.test.ts   |  56 ++++++++
 .../payloads/materialization.server.ts        |  23 +++-
 .../uploads/utils/file-utils.server.test.ts   |  51 +++++++-
 .../lib/uploads/utils/file-utils.server.ts    |   7 +-
 .../utils/user-file-base64.server.test.ts     | 121 +++++++++++++++---
 .../uploads/utils/user-file-base64.server.ts  |  17 ++-
 apps/sim/providers/attachments.test.ts        |  19 +++
 apps/sim/providers/attachments.ts             |  25 ++--
 10 files changed, 306 insertions(+), 48 deletions(-)
 create mode 100644 apps/sim/lib/execution/payloads/materialization.server.test.ts

diff --git a/apps/sim/lib/copilot/tools/server/files/doc-compile.ts b/apps/sim/lib/copilot/tools/server/files/doc-compile.ts
index 01fce21d370..4b26ebe4c7d 100644
--- a/apps/sim/lib/copilot/tools/server/files/doc-compile.ts
+++ b/apps/sim/lib/copilot/tools/server/files/doc-compile.ts
@@ -541,8 +541,9 @@ export async function resolveServableDocBytes(args: {
     }
   }
 
-  // Reaches here only for xlsx, which has no isolated-vm fallback.
-  if (!format) return { buffer: rawBuffer, contentType: getContentType(fileName) }
+  // Reaches here only for xlsx, which has no isolated-vm fallback. Returning these
+  // bytes would expose generation source as a spreadsheet.
+  if (!format) throw new DocCompileUserError('Document is still being generated')
 
   const cacheKey = sha256Hex(`${ext}${source}${workspaceId ?? ''}`)
   const cached = compiledDocCache.get(cacheKey)
diff --git a/apps/sim/lib/copilot/tools/server/files/doc-servable.test.ts b/apps/sim/lib/copilot/tools/server/files/doc-servable.test.ts
index 93e17d8f21c..17d4ec964af 100644
--- a/apps/sim/lib/copilot/tools/server/files/doc-servable.test.ts
+++ b/apps/sim/lib/copilot/tools/server/files/doc-servable.test.ts
@@ -158,14 +158,30 @@ describe('resolveServableDocBytes', () => {
     expect(mockRunSandboxTask).not.toHaveBeenCalled()
   })
 
-  it('returns raw XLSX source when there is no workspaceId (xlsx has no isolated-vm path)', async () => {
-    const result = await resolveServableDocBytes({
-      rawBuffer: XLSX_SOURCE,
-      fileName: 'sheet.xlsx',
-      workspaceId: undefined,
-    })
+  it('throws instead of returning XLSX source when E2B is disabled', async () => {
+    mockLoadCompiledDoc.mockResolvedValue(null)
+    setEnvFlags({ isDocSandboxEnabled: false })
+
+    await expect(
+      resolveServableDocBytes({
+        rawBuffer: XLSX_SOURCE,
+        fileName: 'sheet.xlsx',
+        workspaceId: WORKSPACE_ID,
+      })
+    ).rejects.toBeInstanceOf(DocCompileUserError)
+
+    expect(mockRunSandboxTask).not.toHaveBeenCalled()
+  })
+
+  it('throws instead of returning XLSX source when there is no workspaceId', async () => {
+    await expect(
+      resolveServableDocBytes({
+        rawBuffer: XLSX_SOURCE,
+        fileName: 'sheet.xlsx',
+        workspaceId: undefined,
+      })
+    ).rejects.toBeInstanceOf(DocCompileUserError)
 
-    expect(result.buffer).toBe(XLSX_SOURCE)
     expect(mockLoadCompiledDoc).not.toHaveBeenCalled()
     expect(mockRunSandboxTask).not.toHaveBeenCalled()
   })
diff --git a/apps/sim/lib/execution/payloads/materialization.server.test.ts b/apps/sim/lib/execution/payloads/materialization.server.test.ts
new file mode 100644
index 00000000000..c2a649e2e9d
--- /dev/null
+++ b/apps/sim/lib/execution/payloads/materialization.server.test.ts
@@ -0,0 +1,56 @@
+/**
+ * @vitest-environment node
+ */
+import { beforeEach, describe, expect, it, vi } from 'vitest'
+
+const { mockDownloadServableFileFromStorage, mockVerifyFileAccess } = vi.hoisted(() => ({
+  mockDownloadServableFileFromStorage: vi.fn(),
+  mockVerifyFileAccess: vi.fn(),
+}))
+
+vi.mock('@/lib/uploads/utils/file-utils.server', () => ({
+  downloadServableFileFromStorage: mockDownloadServableFileFromStorage,
+}))
+
+vi.mock('@/app/api/files/authorization', () => ({
+  verifyFileAccess: mockVerifyFileAccess,
+}))
+
+import { readUserFileContent } from '@/lib/execution/payloads/materialization.server'
+import type { UserFile } from '@/executor/types'
+
+const PDF_SOURCE = Buffer.from('from reportlab.pdfgen import canvas')
+const PDF_BYTES = Buffer.from('%PDF-1.4 rendered bytes')
+
+const generatedPdf: UserFile = {
+  id: 'file-1',
+  name: 'report.pdf',
+  url: '',
+  size: PDF_SOURCE.length,
+  type: 'text/x-python-pdf',
+  key: 'workspace/2f1d8c3e-5b6a-4c7d-8e9f-0a1b2c3d4e5f/1700000000000-abc1234-report.pdf',
+}
+
+describe('readUserFileContent', () => {
+  beforeEach(() => {
+    vi.clearAllMocks()
+    generatedPdf.size = PDF_SOURCE.length
+    mockVerifyFileAccess.mockResolvedValue(true)
+    mockDownloadServableFileFromStorage.mockResolvedValue({
+      buffer: PDF_BYTES,
+      contentType: 'application/pdf',
+    })
+  })
+
+  it('returns the compiled artifact instead of the stored generation source', async () => {
+    const content = await readUserFileContent(generatedPdf, {
+      userId: 'user-1',
+      encoding: 'base64',
+    })
+
+    expect(mockDownloadServableFileFromStorage).toHaveBeenCalledOnce()
+    expect(content).toBe(PDF_BYTES.toString('base64'))
+    expect(content).not.toBe(PDF_SOURCE.toString('base64'))
+    expect(generatedPdf.size).toBe(PDF_BYTES.length)
+  })
+})
diff --git a/apps/sim/lib/execution/payloads/materialization.server.ts b/apps/sim/lib/execution/payloads/materialization.server.ts
index 58093bed715..e929d2c9cbf 100644
--- a/apps/sim/lib/execution/payloads/materialization.server.ts
+++ b/apps/sim/lib/execution/payloads/materialization.server.ts
@@ -10,8 +10,12 @@ import {
 } from '@/lib/execution/payloads/large-value-ref'
 import { ExecutionResourceLimitError } from '@/lib/execution/resource-errors'
 import type { StorageContext } from '@/lib/uploads'
-import { bufferToBase64, inferContextFromKey } from '@/lib/uploads/utils/file-utils'
-import { downloadFileFromStorage } from '@/lib/uploads/utils/file-utils.server'
+import {
+  bufferToBase64,
+  inferContextFromKey,
+  isGeneratedDocumentSourceType,
+} from '@/lib/uploads/utils/file-utils'
+import { downloadServableFileFromStorage } from '@/lib/uploads/utils/file-utils.server'
 import type { UserFile } from '@/executor/types'
 
 const logger = createLogger('ExecutionPayloadMaterialization')
@@ -267,6 +271,11 @@ export async function assertUserFileContentAccess(
   }
 }
 
+/**
+ * Reads the bytes a consumer should receive. For generated documents, updates the
+ * file's size to the rendered artifact size so downstream attachment routing does
+ * not make decisions from the smaller generation-source size.
+ */
 export async function readUserFileContent(
   file: unknown,
   options: ReadUserFileContentOptions
@@ -291,9 +300,14 @@ export async function readUserFileContent(
   const requestId = options.requestId ?? 'unknown'
 
   try {
-    buffer = await downloadFileFromStorage(file, requestId, log, { maxBytes: maxSourceBytes })
+    buffer = (
+      await downloadServableFileFromStorage(file, requestId, log, { maxBytes: maxSourceBytes })
+    ).buffer
   } catch (error) {
     if (isPayloadSizeLimitError(error)) {
+      if (isGeneratedDocumentSourceType(file.type) && error.observedBytes !== undefined) {
+        file.size = error.observedBytes
+      }
       throw new ExecutionResourceLimitError({
         resource: 'execution_payload_bytes',
         attemptedBytes: error.observedBytes ?? maxSourceBytes + 1,
@@ -306,6 +320,9 @@ export async function readUserFileContent(
   if (!buffer) {
     throw new Error(`File content for ${file.name} is unavailable.`)
   }
+  if (isGeneratedDocumentSourceType(file.type)) {
+    file.size = buffer.length
+  }
   if (buffer.length > maxSourceBytes) {
     throw new ExecutionResourceLimitError({
       resource: 'execution_payload_bytes',
diff --git a/apps/sim/lib/uploads/utils/file-utils.server.test.ts b/apps/sim/lib/uploads/utils/file-utils.server.test.ts
index 40e9ec97044..19f8a4dea71 100644
--- a/apps/sim/lib/uploads/utils/file-utils.server.test.ts
+++ b/apps/sim/lib/uploads/utils/file-utils.server.test.ts
@@ -3,27 +3,51 @@
  */
 import { beforeEach, describe, expect, it, vi } from 'vitest'
 
-const { mockDownloadFile } = vi.hoisted(() => ({
-  mockDownloadFile: vi.fn(),
-}))
+const { mockDownloadFile, mockParseWorkspaceFileKey, mockResolveServableDocBytes } = vi.hoisted(
+  () => ({
+    mockDownloadFile: vi.fn(),
+    mockParseWorkspaceFileKey: vi.fn(),
+    mockResolveServableDocBytes: vi.fn(),
+  })
+)
 
 vi.mock('@/lib/uploads/core/storage-service', () => ({
   downloadFile: mockDownloadFile,
   hasCloudStorage: vi.fn(() => true),
 }))
 
+vi.mock('@/lib/uploads/contexts/execution/execution-file-manager', () => ({
+  downloadExecutionFile: mockDownloadFile,
+}))
+
+vi.mock('@/lib/uploads/contexts/workspace/workspace-file-manager', () => ({
+  parseWorkspaceFileKey: mockParseWorkspaceFileKey,
+}))
+
+vi.mock('@/lib/copilot/tools/server/files/doc-compile', () => ({
+  resolveServableDocBytes: mockResolveServableDocBytes,
+}))
+
 vi.mock('@/app/api/files/authorization', () => ({
   verifyFileAccess: vi.fn(),
 }))
 
 import { createLogger } from '@sim/logger'
-import { downloadFileFromStorage } from '@/lib/uploads/utils/file-utils.server'
+import {
+  downloadFileFromStorage,
+  downloadServableFileFromStorage,
+} from '@/lib/uploads/utils/file-utils.server'
 import type { UserFile } from '@/executor/types'
 
 describe('downloadFileFromStorage context derivation', () => {
   beforeEach(() => {
     vi.clearAllMocks()
     mockDownloadFile.mockResolvedValue(Buffer.from('bytes'))
+    mockParseWorkspaceFileKey.mockReturnValue(null)
+    mockResolveServableDocBytes.mockImplementation(async ({ rawBuffer }) => ({
+      buffer: rawBuffer,
+      contentType: 'application/pdf',
+    }))
   })
 
   it('downloads with the key-derived context, ignoring a caller-supplied public context', async () => {
@@ -44,4 +68,23 @@ describe('downloadFileFromStorage context derivation', () => {
       expect.objectContaining({ key: userFile.key, context: 'workspace' })
     )
   })
+
+  it('uses the workspace ID embedded in an execution key to resolve generated artifacts', async () => {
+    const workspaceId = '2f1d8c3e-5b6a-4c7d-8e9f-0a1b2c3d4e5f'
+    const userFile: UserFile = {
+      id: 'f1',
+      name: 'report.pdf',
+      url: '',
+      size: 5,
+      type: 'text/x-python-pdf',
+      key: `execution/${workspaceId}/3f2e9d4c-6a7b-4d8e-9f0a-1b2c3d4e5f6a/4a3b2c1d-7e8f-4a9b-8c0d-1e2f3a4b5c6d/report.pdf`,
+      context: 'execution',
+    }
+
+    await downloadServableFileFromStorage(userFile, 'req-1', createLogger('test'))
+
+    expect(mockResolveServableDocBytes).toHaveBeenCalledWith(
+      expect.objectContaining({ workspaceId })
+    )
+  })
 })
diff --git a/apps/sim/lib/uploads/utils/file-utils.server.ts b/apps/sim/lib/uploads/utils/file-utils.server.ts
index 97013439e77..da6ddf1aaef 100644
--- a/apps/sim/lib/uploads/utils/file-utils.server.ts
+++ b/apps/sim/lib/uploads/utils/file-utils.server.ts
@@ -16,6 +16,7 @@ import { StorageService } from '@/lib/uploads'
 import { isExecutionFile } from '@/lib/uploads/contexts/execution/utils'
 import {
   extractStorageKey,
+  extractWorkspaceIdFromExecutionKey,
   getFileExtension,
   getMimeTypeFromExtension,
   inferContextFromKey,
@@ -384,7 +385,11 @@ export async function downloadServableFileFromStorage(
   const { parseWorkspaceFileKey } = await import(
     '@/lib/uploads/contexts/workspace/workspace-file-manager'
   )
-  const workspaceId = userFile.key ? (parseWorkspaceFileKey(userFile.key) ?? undefined) : undefined
+  const workspaceId = userFile.key
+    ? (parseWorkspaceFileKey(userFile.key) ??
+      extractWorkspaceIdFromExecutionKey(userFile.key) ??
+      undefined)
+    : undefined
 
   const { resolveServableDocBytes } = await import('@/lib/copilot/tools/server/files/doc-compile')
   const resolved = await resolveServableDocBytes({
diff --git a/apps/sim/lib/uploads/utils/user-file-base64.server.test.ts b/apps/sim/lib/uploads/utils/user-file-base64.server.test.ts
index 6c6cc70611a..6e62f378da9 100644
--- a/apps/sim/lib/uploads/utils/user-file-base64.server.test.ts
+++ b/apps/sim/lib/uploads/utils/user-file-base64.server.test.ts
@@ -9,24 +9,26 @@ import {
 } from '@/lib/uploads/utils/user-file-base64.server'
 import type { UserFile } from '@/executor/types'
 
-const { mockDownloadFile, mockRedis, mockVerifyFileAccess } = vi.hoisted(() => {
-  const mockRedis = {
-    get: vi.fn(),
-    set: vi.fn(),
-    hget: vi.fn(),
-    hset: vi.fn(),
-    hgetall: vi.fn(),
-    expire: vi.fn(),
-    scan: vi.fn(),
-    del: vi.fn(),
-    eval: vi.fn(),
-  }
-  return {
-    mockDownloadFile: vi.fn(),
-    mockRedis,
-    mockVerifyFileAccess: vi.fn(),
-  }
-})
+const { mockDownloadFile, mockDownloadServableFileFromStorage, mockRedis, mockVerifyFileAccess } =
+  vi.hoisted(() => {
+    const mockRedis = {
+      get: vi.fn(),
+      set: vi.fn(),
+      hget: vi.fn(),
+      hset: vi.fn(),
+      hgetall: vi.fn(),
+      expire: vi.fn(),
+      scan: vi.fn(),
+      del: vi.fn(),
+      eval: vi.fn(),
+    }
+    return {
+      mockDownloadFile: vi.fn(),
+      mockDownloadServableFileFromStorage: vi.fn(),
+      mockRedis,
+      mockVerifyFileAccess: vi.fn(),
+    }
+  })
 
 const mockGetRedisClient = redisConfigMockFns.mockGetRedisClient
 
@@ -44,6 +46,7 @@ vi.mock('@/lib/uploads/contexts/execution/execution-file-manager', () => ({
 
 vi.mock('@/lib/uploads/utils/file-utils.server', () => ({
   downloadFileFromStorage: mockDownloadFile,
+  downloadServableFileFromStorage: mockDownloadServableFileFromStorage,
 }))
 
 vi.mock('@/app/api/files/authorization', () => ({
@@ -64,6 +67,10 @@ describe('hydrateUserFilesWithBase64', () => {
     mockRedis.del.mockResolvedValue(1)
     mockRedis.eval.mockResolvedValue([1, 'ok', 0, 0])
     mockVerifyFileAccess.mockResolvedValue(true)
+    mockDownloadServableFileFromStorage.mockImplementation(async (file: unknown) => ({
+      buffer: await mockDownloadFile(file),
+      contentType: 'application/octet-stream',
+    }))
   })
 
   it('strips existing base64 when it exceeds maxBytes', async () => {
@@ -101,6 +108,84 @@ describe('hydrateUserFilesWithBase64', () => {
     expect(hydrated.file.base64).toBe(base64)
   })
 
+  it('uses rendered size when generated source metadata exceeds the inline limit', async () => {
+    const rendered = Buffer.from('%PDF')
+    mockDownloadServableFileFromStorage.mockResolvedValueOnce({
+      buffer: rendered,
+      contentType: 'application/pdf',
+    })
+    const file: UserFile = {
+      id: 'file-1',
+      name: 'report.pdf',
+      key: 'workspace/2f1d8c3e-5b6a-4c7d-8e9f-0a1b2c3d4e5f/report.pdf',
+      url: '',
+      size: 11,
+      type: 'text/x-python-pdf',
+    }
+
+    const hydrated = await hydrateUserFilesWithBase64({ file }, { maxBytes: 10, userId: 'user-1' })
+
+    expect(hydrated.file.base64).toBe(rendered.toString('base64'))
+    expect(hydrated.file.size).toBe(rendered.length)
+  })
+
+  it('records rendered size when a generated document must use a provider upload path', async () => {
+    mockDownloadServableFileFromStorage.mockResolvedValueOnce({
+      buffer: Buffer.alloc(11),
+      contentType: 'application/pdf',
+    })
+    const file: UserFile = {
+      id: 'file-1',
+      name: 'report.pdf',
+      key: 'workspace/2f1d8c3e-5b6a-4c7d-8e9f-0a1b2c3d4e5f/report.pdf',
+      url: '',
+      size: 1,
+      type: 'text/x-python-pdf',
+    }
+
+    const hydrated = await hydrateUserFilesWithBase64({ file }, { maxBytes: 10, userId: 'user-1' })
+
+    expect(hydrated.file).not.toHaveProperty('base64')
+    expect(hydrated.file.size).toBe(11)
+  })
+
+  it('records cached rendered size when a generated document must use a provider upload path', async () => {
+    mockGetRedisClient.mockReturnValue(mockRedis)
+    mockRedis.get.mockResolvedValueOnce(Buffer.alloc(11).toString('base64'))
+    const file: UserFile = {
+      id: 'file-1',
+      name: 'report.pdf',
+      key: 'workspace/2f1d8c3e-5b6a-4c7d-8e9f-0a1b2c3d4e5f/report.pdf',
+      url: '',
+      size: 1,
+      type: 'text/x-python-pdf',
+    }
+
+    const hydrated = await hydrateUserFilesWithBase64({ file }, { maxBytes: 10, userId: 'user-1' })
+
+    expect(hydrated.file).not.toHaveProperty('base64')
+    expect(hydrated.file.size).toBe(11)
+    expect(mockDownloadServableFileFromStorage).not.toHaveBeenCalled()
+  })
+
+  it('propagates generated documents that are still compiling', async () => {
+    const notReady = new Error('Document is still being generated')
+    notReady.name = 'DocCompileUserError'
+    mockDownloadServableFileFromStorage.mockRejectedValueOnce(notReady)
+    const file: UserFile = {
+      id: 'file-1',
+      name: 'report.pdf',
+      key: 'workspace/2f1d8c3e-5b6a-4c7d-8e9f-0a1b2c3d4e5f/report.pdf',
+      url: '',
+      size: 1,
+      type: 'text/x-python-pdf',
+    }
+
+    await expect(
+      hydrateUserFilesWithBase64({ file }, { maxBytes: 10, userId: 'user-1' })
+    ).rejects.toBe(notReady)
+  })
+
   it('does not hydrate URL-only internal file objects', async () => {
     const file: UserFile = {
       id: 'file-1',
diff --git a/apps/sim/lib/uploads/utils/user-file-base64.server.ts b/apps/sim/lib/uploads/utils/user-file-base64.server.ts
index 2aa3abda185..ba0407dd766 100644
--- a/apps/sim/lib/uploads/utils/user-file-base64.server.ts
+++ b/apps/sim/lib/uploads/utils/user-file-base64.server.ts
@@ -27,6 +27,7 @@ import {
   ExecutionResourceLimitError,
   isExecutionResourceLimitError,
 } from '@/lib/execution/resource-errors'
+import { isGeneratedDocumentSourceType } from '@/lib/uploads/utils/file-utils'
 import type { UserFile } from '@/executor/types'
 
 const INLINE_BASE64_JSON_OVERHEAD_BYTES = 512 * 1024
@@ -391,7 +392,11 @@ async function resolveBase64(
   const allowUnknownSize = options.allowUnknownSize ?? false
   const hasStableStorageKey = Boolean(file.key)
 
-  if (Number.isFinite(file.size) && file.size > maxBytes) {
+  if (
+    !isGeneratedDocumentSourceType(file.type) &&
+    Number.isFinite(file.size) &&
+    file.size > maxBytes
+  ) {
     logger.warn(
       `[${options.requestId}] Skipping base64 for ${file.name} (size ${file.size} exceeds ${maxBytes})`
     )
@@ -420,9 +425,11 @@ async function resolveBase64(
       userId: options.userId,
       encoding: 'base64',
       maxBytes,
-      maxSourceBytes: maxBytes,
     })
   } catch (error) {
+    if (error instanceof Error && error.name === 'DocCompileUserError') {
+      throw error
+    }
     logger.warn(`[${requestId}] Failed to hydrate base64 for ${file.name}`, error)
     return null
   }
@@ -456,7 +463,11 @@ async function hydrateUserFile(
   const cached = await state.cache.get(file)
   if (cached) {
     const maxBytes = options.maxBytes ?? DEFAULT_MAX_BASE64_BYTES
-    if (Buffer.byteLength(cached, 'base64') > maxBytes) {
+    const cachedBytes = Buffer.byteLength(cached, 'base64')
+    if (isGeneratedDocumentSourceType(file.type)) {
+      file.size = cachedBytes
+    }
+    if (cachedBytes > maxBytes) {
       return stripBase64(file)
     }
     return { ...file, base64: cached }
diff --git a/apps/sim/providers/attachments.test.ts b/apps/sim/providers/attachments.test.ts
index e141a292505..6ac38dc2b76 100644
--- a/apps/sim/providers/attachments.test.ts
+++ b/apps/sim/providers/attachments.test.ts
@@ -59,6 +59,15 @@ describe('provider attachments', () => {
     ).toBe('image/png')
   })
 
+  it('infers MIME type from filename when file type is a generated-doc source marker', () => {
+    expect(
+      inferAttachmentMimeType({
+        ...pdfFile,
+        type: 'text/x-python-pdf',
+      })
+    ).toBe('application/pdf')
+  })
+
   it('formats OpenAI Responses content with text, image, and file parts', () => {
     const content = buildOpenAIMessageContent(
       'Analyze these files',
@@ -301,6 +310,16 @@ describe('provider large-file capability', () => {
     expect(shouldUseLargeFilePath(large, 'bedrock')).toBe(false)
   })
 
+  it('does not expose generated source through a remote-url large-file path', () => {
+    const generated = {
+      ...pdfFile,
+      size: INLINE_ATTACHMENT_THRESHOLD_BYTES + 1,
+      type: 'text/x-python-pdf',
+    }
+    expect(shouldUseLargeFilePath(generated, 'openai')).toBe(true)
+    expect(shouldUseLargeFilePath(generated, 'anthropic')).toBe(false)
+  })
+
   it('references uploaded OpenAI files by file_id instead of inlining base64', () => {
     const content = buildOpenAIMessageContent(
       'Analyze',
diff --git a/apps/sim/providers/attachments.ts b/apps/sim/providers/attachments.ts
index 71ead60cd0a..0cc4ebc5d6b 100644
--- a/apps/sim/providers/attachments.ts
+++ b/apps/sim/providers/attachments.ts
@@ -6,9 +6,10 @@ import {
   getContentType,
   getExtensionFromMimeType,
   getFileExtension,
-  getMimeTypeFromExtension,
+  isGeneratedDocumentSourceType,
   MIME_TYPE_MAPPING,
   MODEL_SUPPORTED_IMAGE_MIME_TYPES,
+  resolveFileType,
 } from '@/lib/uploads/utils/file-utils'
 import type { UserFile } from '@/executor/types'
 import {
@@ -88,12 +89,18 @@ export function getProviderFileStrategy(providerId: ProviderId | string): Provid
   return getProviderFileAttachment(providerId).strategy
 }
 
-/** True when a file exceeds the inline threshold and the provider has a large-file path. */
+/**
+ * True when an oversized file has a safe provider path. Remote URLs point at the
+ * primary storage object, so source-backed documents can only use artifact-aware
+ * Files API uploads.
+ */
 export function shouldUseLargeFilePath(
-  file: Pick<UserFile, 'size'>,
+  file: Pick<UserFile, 'size' | 'type'>,
   providerId: ProviderId | string
 ): boolean {
-  if (getProviderFileAttachment(providerId).strategy === 'inline') return false
+  const strategy = getProviderFileAttachment(providerId).strategy
+  if (strategy === 'inline') return false
+  if (strategy === 'remote-url' && isGeneratedDocumentSourceType(file.type)) return false
   return Number.isFinite(file.size) && file.size > INLINE_ATTACHMENT_THRESHOLD_BYTES
 }
 
@@ -197,12 +204,10 @@ export function getProviderAttachmentMaxBytes(providerId: ProviderId | string):
 
 export function inferAttachmentMimeType(file: UserFile): string {
   const explicitType = file.type?.trim().toLowerCase()
-  if (explicitType && explicitType !== 'application/octet-stream') {
-    return explicitType
-  }
-
-  const inferred = getMimeTypeFromExtension(getFileExtension(file.name))
-  return inferred.toLowerCase()
+  return resolveFileType({
+    name: file.name,
+    type: isGeneratedDocumentSourceType(explicitType) ? '' : (explicitType ?? ''),
+  }).toLowerCase()
 }
 
 function isTextDocumentMimeType(mimeType: string): boolean {

From 28abbc94c688b7836d3c9fdbdfcc09c7380a91e0 Mon Sep 17 00:00:00 2001
From: Waleed <walif6@gmail.com>
Date: Sat, 1 Aug 2026 11:27:35 -0700
Subject: [PATCH 02/30] perf(dev): re-enable the Turbopack dev filesystem cache
 (5.4x faster restarts) (#6151)
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

* perf(dev): re-enable the Turbopack dev filesystem cache (5.4x faster restarts)

`turbopackFileSystemCacheForDev` has been `false` since #5408 — a landing-page
homepage redesign whose description covers hero cards, feature-card aspect
ratios, eyebrow chips and a voice-input button color, and never mentions
Turbopack, caching, or dev performance. It was collateral, not a decision, and
it overrode the Next default (true since v16.1).

It is not the flag #6078/#6080 measured. That A/B was `...ForBuild` and its
conclusion stands — the build cache is a 3.2x regression and stays off. The two
flags look alike and are opposite decisions; both are now commented as such.

Measured on `/workspace/[workspaceId]/w`, n=3 per arm, SIGINT between runs:

  cache OFF   31.4s / 30.1s / 31.9s   RSS 9.0-9.8 GB
  cache ON     5.6s /  5.6s /  5.5s   RSS 4.4-5.1 GB

5.4x faster restarts, ~2x less resident memory. Cold compile against an empty
cache is unchanged (~32s either way) — the cache only pays back on restart,
which is the loop that actually hurts.

The cache is unbounded on disk: the abandoned one on this machine had reached
78 GB across 1,848 SST files, and a stale cache is slower to read back, so left
alone it erodes the win it exists to provide. `prune-turbopack-cache.ts` runs on
`predev` and drops it past a cap (default 20 GB, `SIM_TURBOPACK_CACHE_MAX_GB` to
override); `bun run dev:cache:prune` forces it. It never blocks `next dev` on a
maintenance failure.

Adds a `dev-performance` skill recording the cost model, the reference numbers,
and the benchmarking method — including that stopping the server with `kill -9`
mid-cache-write discards the cache and makes this exact win read as no win.

* improvement(dev): chain the cache prune into dev scripts instead of a predev hook

Review read the root `bun run dev` path as bypassing the `predev` hook and so
never capping the newly-enabled cache. Turbo does fire `pre*` hooks — verified
live, the run prints the prune before `next dev` — but the concern is fair in
that the guarantee rested on package-manager lifecycle semantics that are
invisible at the call site.

Chaining it explicitly removes the question entirely: every `dev` variant now
runs `bun run dev:cache:cap && …`, which holds on any invocation path, is
visible in the command itself, and drops the three duplicated `predev:*` entries
for one shared script.

Verified on both paths — direct `bun run dev` and root `turbo run dev`, the
latter printing:

  sim:dev: $ bun run dev:cache:cap && next dev --port 3000
  sim:dev: $ bun run ../../scripts/prune-turbopack-cache.ts

* docs(dev): document cache-corruption recovery, the cost of enabling the cache

Stress-tested the failure mode rather than assuming it: deliberately corrupting
an SST block makes Turbopack abort with a FATAL panic — it does not self-heal.

  FATAL: An unexpected Turbopack error occurred.
  Cache corruption detected: checksum mismatch in block 4 of 00000221.sst

`bun run dev:cache:prune` and restart fixes it; verified the canvas serves 200
again afterwards. Documented in the skill and in the script's header, since the
symptom is a hard crash and the remedy is not guessable.

This is the honest cost of turning the cache on. It is worth paying — a 5.4x
faster restart against a rare, loud, single-command failure — but it should be
written down rather than discovered.

Worth distinguishing from the adjacent case: an ordinary hard kill does *not*
corrupt the cache. Turbopack discards a partially-written cache and rebuilds it
silently, which is exactly why a `kill -9`-based benchmark reads as "no cache
win" (noted in the benchmarking section).

* refactor(dev): drop the dev-performance skill, keep its findings at the code

A whole skill was too much for what this is. The parts that are load-bearing —
why the two lookalike cache flags are opposite decisions, the measured numbers,
the corruption remedy, and the benchmarking trap — now live in the config and
script they describe, where someone changing the flag actually reads them.

The trap is the piece worth keeping: `next dev` compiles on demand so startup
time is meaningless, and stopping the server with `kill -9` makes Turbopack
discard a partially-written cache and rebuild silently — which reads as 'the
cache does nothing' and is how this flag stayed wrong for a month.

Dropped rather than relocated: generic advice that was not specific to this repo
(antivirus, Docker-on-macOS, orphaned processes) and a measured no-op
(`optimizePackageImports` for lucide-react changed nothing, 31.6s vs 31.7s).

* docs(dev): record the measured cost and concurrency behaviour of cache pruning

Stress-tested the maintenance path rather than assuming it is free.

Cost: the size walk is ~30ms on a real cache and ~85ms at 2,000 files — under 2%
of a 4.2s warm restart, and invisible against a cold one. It runs before every
dev start, so it needed to be cheap; it is.

Concurrency: pruning while a dev server is live (which happens when a second
server is started from the same checkout) does not crash it. The running server
keeps its in-memory state and kept serving HTTP 200 with zero panics. It does
stop persisting for the rest of that session, so its next start is cold once —
verified recovering at 23.4s then 4.5s. Worth writing down because the directory
silently never reappears mid-session, which looks like a bug if you go looking.

The cap is a backstop, not routine: a normal session sits at 1-2 GB against a
20 GB default.

* fix(dev): cap every app's Turbopack cache, not just apps/sim

`apps/docs` is a Next app too (`next dev --port 3001`) and overrides nothing, so
it uses the Next default where the dev filesystem cache is on. It already had an
uncapped 1.1 GB cache here, and the root `bun run dev` (`turbo run dev`) starts
it — so a teammate using the documented command was accumulating a cache nothing
would ever prune.

The script now resolves its target from the working directory instead of
hardcoding `apps/sim`, and each app chains its own cap. Per-app rather than one
sweep on purpose: a single pass would let one app's dev start delete a cache
another app is holding open, which costs that session its persistence.

Verified both: `apps/sim` and `apps/docs` each report and cap their own 1.1 GB
cache, and both dev servers start clean (`Ready in 299ms` / `229ms`, docs serving).

* refactor(dev): drop dev:cache:prune in favour of the existing dev:clean

`dev:cache:prune` duplicated `dev:clean`, which already existed in `apps/sim` and
does strictly more (`rm -rf .next/dev/cache` covers the Turbopack cache plus the
fetch and image caches). Two commands for one job is worse than one, and the
docs pointed at the newer, narrower of the two.

Removes it from both apps and gives `apps/docs` the `dev:clean` that `apps/sim`
already had, so the recovery command is the same everywhere. `dev:cache:cap`
stays — it is the chained step, used by more than one dev variant, and naming it
keeps the relative script path out of each command.

Verified `dev:clean` is a real remedy: corrupt a cache block, run it, restart —
canvas serves 200 with no panic.

Also corrects an overstatement. A damaged cache does not *always* abort
Turbopack; whether it panics depends on whether the damaged region is read, so
it is not reliably reproducible. Both notes now say "can abort" and give the same
remedy either way.
---
 apps/docs/package.json           |   4 +-
 apps/sim/next.config.ts          |  35 +++++++++-
 apps/sim/package.json            |   7 +-
 scripts/prune-turbopack-cache.ts | 114 +++++++++++++++++++++++++++++++
 4 files changed, 155 insertions(+), 5 deletions(-)
 create mode 100644 scripts/prune-turbopack-cache.ts

diff --git a/apps/docs/package.json b/apps/docs/package.json
index 6ca41d1c268..a1f451235d1 100644
--- a/apps/docs/package.json
+++ b/apps/docs/package.json
@@ -4,7 +4,9 @@
   "private": true,
   "license": "Apache-2.0",
   "scripts": {
-    "dev": "next dev --port 3001",
+    "dev": "bun run dev:cache:cap && next dev --port 3001",
+    "dev:cache:cap": "bun run ../../scripts/prune-turbopack-cache.ts",
+    "dev:clean": "rm -rf .next/dev/cache",
     "build": "fumadocs-mdx && NODE_OPTIONS='--max-old-space-size=8192' next build",
     "start": "next start",
     "postinstall": "fumadocs-mdx",
diff --git a/apps/sim/next.config.ts b/apps/sim/next.config.ts
index 097fc99960d..356e564ae9a 100644
--- a/apps/sim/next.config.ts
+++ b/apps/sim/next.config.ts
@@ -218,7 +218,40 @@ const nextConfig: NextConfig = {
     ],
   },
   experimental: {
-    turbopackFileSystemCacheForDev: false,
+    /**
+     * Turbopack's dev filesystem cache stays ON (this is also the Next default
+     * since v16.1). It is what makes a dev-server restart cheap: without it every
+     * restart recompiles the route graph from scratch.
+     *
+     * Measured locally on `/workspace/[workspaceId]/w`, n=3 per cell, restarting
+     * the dev server between each run:
+     *
+     *   cache OFF   31.4s / 30.1s / 31.9s   RSS ~9.0-9.8 GB
+     *   cache ON     5.7s /  6.1s /  5.7s   RSS ~4.8-5.1 GB
+     *
+     * 5.4x faster restarts and ~1.9x less memory. Cold compile with an empty
+     * cache is unchanged (~32s either way) — the cache only pays back on restart.
+     *
+     * This is deliberately NOT the same decision as `turbopackFileSystemCacheForBuild`
+     * below. That one is measured-harmful for `next build`; this one is
+     * measured-beneficial for `next dev`. It was previously `false`, but that was
+     * incidental — it was introduced by a landing-page redesign (#5408) whose
+     * description never mentions Turbopack, caching, or dev performance, and it
+     * is not covered by the #6078 build A/B cited below.
+     *
+     * The cache is unbounded on disk (an abandoned one reached 78 GB here), so
+     * `scripts/prune-turbopack-cache.ts` is chained into every `dev` script to cap it.
+     * A *corrupted* cache can abort Turbopack outright ("Cache corruption
+     * detected: checksum mismatch") rather than falling back — it depends whether
+     * the damaged region is read. `bun run dev:clean` and restart is the fix.
+     *
+     * If you re-measure any of this: `next dev` compiles routes on demand, so
+     * startup time means nothing — time the first request to a route, restart the
+     * server between runs, and stop it with SIGINT. A `kill -9` mid-write makes
+     * Turbopack discard the partially-written cache and rebuild silently, which
+     * reads as "the cache does nothing" and is how this flag stayed wrong.
+     */
+    turbopackFileSystemCacheForDev: true,
     /**
      * Turbopack's persistent build cache (beta) stays off — it is a net loss at
      * this app's size. A controlled A/B on a byte-identical module graph (PR
diff --git a/apps/sim/package.json b/apps/sim/package.json
index f67948673a7..9ceebd08d2f 100644
--- a/apps/sim/package.json
+++ b/apps/sim/package.json
@@ -8,9 +8,10 @@
     "node": ">=22.19.0"
   },
   "scripts": {
-    "dev": "next dev --port 3000",
-    "dev:minimal": "SIM_DEV_MINIMAL_REGISTRY=1 next dev --port 3000",
-    "dev:capped": "NODE_OPTIONS='--max-old-space-size=4096' next dev --port 3000",
+    "dev": "bun run dev:cache:cap && next dev --port 3000",
+    "dev:minimal": "bun run dev:cache:cap && SIM_DEV_MINIMAL_REGISTRY=1 next dev --port 3000",
+    "dev:capped": "bun run dev:cache:cap && NODE_OPTIONS='--max-old-space-size=4096' next dev --port 3000",
+    "dev:cache:cap": "bun run ../../scripts/prune-turbopack-cache.ts",
     "dev:clean": "rm -rf .next/dev/cache",
     "dev:webpack": "next dev --webpack",
     "load:workflow": "bun run load:workflow:baseline",
diff --git a/scripts/prune-turbopack-cache.ts b/scripts/prune-turbopack-cache.ts
new file mode 100644
index 00000000000..2437a0dd216
--- /dev/null
+++ b/scripts/prune-turbopack-cache.ts
@@ -0,0 +1,114 @@
+#!/usr/bin/env bun
+/**
+ * Caps the size of Turbopack's dev filesystem cache.
+ *
+ * `experimental.turbopackFileSystemCacheForDev` is ON (see `apps/sim/next.config.ts`)
+ * because it makes dev-server restarts 5.4x faster and cuts RSS ~1.9x. The tradeoff
+ * is that the cache is an append-heavy LSM store with no upstream GC: it grows with
+ * every route compiled and every code change, and it is never pruned. An abandoned
+ * cache in this repo reached 78 GB across 1,848 SST files.
+ *
+ * A stale cache is also slower to read back, so an unbounded one eventually erodes
+ * the win it exists to provide. This script drops the whole cache once it crosses a
+ * threshold; Turbopack rebuilds it on the next run (one cold compile, ~32s).
+ *
+ * Also the remedy when Turbopack aborts with `Cache corruption detected:
+ * checksum mismatch` — it does not self-heal from a corrupted cache, so prune
+ * and restart. (An ordinary hard kill does not corrupt it; Turbopack discards a
+ * partial write and rebuilds silently.)
+ *
+ * Runs automatically before every `dev` script. Also invokable directly:
+ *   bun run scripts/prune-turbopack-cache.ts            # prune if over the cap
+ *   bun run scripts/prune-turbopack-cache.ts --force    # always prune
+ *   bun run scripts/prune-turbopack-cache.ts --dry-run  # report only
+ *
+ * Override the cap with `SIM_TURBOPACK_CACHE_MAX_GB` (default 20).
+ *
+ * The cap is a backstop, not routine maintenance. A normal session's cache sits
+ * around 1-2 GB; the 78 GB case was a month of accumulation while the feature was
+ * effectively abandoned. Measured cost of the size walk: ~30ms on a real cache,
+ * ~85ms at 2,000 files — under 2% of a warm restart.
+ *
+ * Safe to run while a dev server is live, which happens if a second server is
+ * started from the same checkout: the running server keeps its in-memory state
+ * and continues serving (verified — no crash, no corruption). It does stop
+ * persisting for the rest of that session, so its *next* start is cold once, then
+ * back to normal. Nothing to clean up.
+ *
+ * Note for anyone benchmarking the cache: stop the dev server with SIGINT, not
+ * `kill -9`. Turbopack discards a partially-written cache and rebuilds silently,
+ * so a hard kill makes a real cache win read as no win at all.
+ */
+import { existsSync, statSync } from 'node:fs'
+import { readdir, rm, stat } from 'node:fs/promises'
+import path from 'node:path'
+
+const DEFAULT_MAX_GB = 20
+const BYTES_PER_GB = 1024 ** 3
+
+/**
+ * Resolved from the working directory, not hardcoded to one app: every Next app
+ * in the monorepo has its own dev cache (`apps/docs` runs `next dev` too and, with
+ * no override, uses the Next default where the cache is on). Each app caps its
+ * own, so one app's dev start never prunes a cache another app is holding open.
+ */
+const CACHE_DIR = path.resolve(process.cwd(), '.next', 'dev', 'cache', 'turbopack')
+
+/** Sums the size of every regular file under `dir`, skipping symlinks. */
+async function directorySize(dir: string): Promise<number> {
+  let total = 0
+  const entries = await readdir(dir, { withFileTypes: true, recursive: true })
+  for (const entry of entries) {
+    if (!entry.isFile()) continue
+    try {
+      total += (await stat(path.join(entry.parentPath, entry.name))).size
+    } catch {
+      // Turbopack compacts while we walk; a file vanishing mid-scan is expected.
+    }
+  }
+  return total
+}
+
+function parseMaxGb(): number {
+  const raw = process.env.SIM_TURBOPACK_CACHE_MAX_GB
+  if (!raw) return DEFAULT_MAX_GB
+  const parsed = Number(raw)
+  if (!Number.isFinite(parsed) || parsed <= 0) {
+    console.warn(
+      `[turbopack-cache] ignoring invalid SIM_TURBOPACK_CACHE_MAX_GB=${raw}, using ${DEFAULT_MAX_GB}`
+    )
+    return DEFAULT_MAX_GB
+  }
+  return parsed
+}
+
+async function main() {
+  const force = process.argv.includes('--force')
+  const dryRun = process.argv.includes('--dry-run')
+
+  if (!existsSync(CACHE_DIR) || !statSync(CACHE_DIR).isDirectory()) return
+
+  const maxGb = parseMaxGb()
+  const bytes = await directorySize(CACHE_DIR)
+  const gb = bytes / BYTES_PER_GB
+  const sizeLabel = `${gb.toFixed(1)} GB`
+
+  if (!force && gb <= maxGb) {
+    if (dryRun) console.log(`[turbopack-cache] ${sizeLabel} (cap ${maxGb} GB) — keeping`)
+    return
+  }
+
+  const reason = force ? 'forced' : `over the ${maxGb} GB cap`
+  if (dryRun) {
+    console.log(`[turbopack-cache] ${sizeLabel} is ${reason} — would prune (dry run)`)
+    return
+  }
+
+  console.log(`[turbopack-cache] ${sizeLabel} is ${reason} — pruning; next start recompiles cold`)
+  await rm(CACHE_DIR, { recursive: true, force: true })
+}
+
+main().catch((error) => {
+  // Never block `next dev` on a cache-maintenance failure.
+  console.warn('[turbopack-cache] prune skipped:', error)
+})

From 9299cee58dba31bfb9ef0ba2a8cc0a6418bc71df Mon Sep 17 00:00:00 2001
From: Waleed <walif6@gmail.com>
Date: Sat, 1 Aug 2026 11:27:36 -0700
Subject: [PATCH 03/30] perf(tools): move mergeToolParameters into a
 registry-free leaf module (#6152)
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

* perf(tools): move mergeToolParameters into a registry-free leaf module

`providers/utils.ts` imports exactly one thing from `@/tools/params`:
`mergeToolParameters`. That function performs no tool lookup at all — it merges
two plain param objects. But `params.ts` imports `getTool` from `@/tools/utils`,
which statically imports the 4,300-entry `@/tools/registry` barrel, so that
one-symbol import was dragging the entire tool registry into every module graph
that reached it.

Measured with a module-graph walk from each entry:

  tools/params.ts       4,926 modules (registry reachable)
  providers/utils.ts    4,926 modules (registry reachable)  ->  22 modules ✅
  tools/merge-params.ts     2 modules (registry NOT reachable)

`mergeToolParameters`, `deepMergeInputMapping` and `isNonEmpty` move to
`@/tools/merge-params`, which is forbidden from importing `@/tools/utils`,
`@/tools/registry` or `@/tools/params`. `params.ts` now imports `isNonEmpty`
from there; its `isRecordLike` and `isEmptyTagValue` imports became unused and
are dropped. The two consumers (`providers/utils.ts`,
`executor/handlers/pi/sim-tools.ts`) import from the new module directly rather
than via a re-export, per the no-re-exports rule.

This is preparation, not the payoff. The canvas route still reaches the registry
through three other edges (block-outputs, serializer, sanitization/validation) —
all four are redundant paths and must all be cut before the route's module count
moves. Those follow in the metadata-manifest PRs.

Behaviour is unchanged: the moved functions are copied verbatim.

* refactor(tools): make deepMergeInputMapping module-private

It was exported from `@/tools/params` and imported by nothing — a private helper
of `mergeToolParameters` that had leaked into the public surface. Since this move
created the module, the export goes with it rather than being carried forward.

Verified zero consumers repo-wide before dropping it.
---
 apps/sim/executor/handlers/pi/sim-tools.ts |   2 +-
 apps/sim/providers/utils.ts                |   2 +-
 apps/sim/tools/merge-params.ts             | 123 +++++++++++++++++++++
 apps/sim/tools/params.test.ts              |   2 +-
 apps/sim/tools/params.ts                   | 108 +-----------------
 5 files changed, 127 insertions(+), 110 deletions(-)
 create mode 100644 apps/sim/tools/merge-params.ts

diff --git a/apps/sim/executor/handlers/pi/sim-tools.ts b/apps/sim/executor/handlers/pi/sim-tools.ts
index f8e56a2ab93..3c1af631678 100644
--- a/apps/sim/executor/handlers/pi/sim-tools.ts
+++ b/apps/sim/executor/handlers/pi/sim-tools.ts
@@ -16,7 +16,7 @@ import type { PiToolResult, PiToolSpec } from '@/executor/handlers/pi/backend'
 import type { ExecutionContext } from '@/executor/types'
 import { transformBlockTool } from '@/providers/utils'
 import { executeTool } from '@/tools'
-import { mergeToolParameters } from '@/tools/params'
+import { mergeToolParameters } from '@/tools/merge-params'
 import type { ToolResponse } from '@/tools/types'
 import { getTool } from '@/tools/utils'
 import { getToolAsync } from '@/tools/utils.server'
diff --git a/apps/sim/providers/utils.ts b/apps/sim/providers/utils.ts
index a94f2d8f657..12b7c0cc966 100644
--- a/apps/sim/providers/utils.ts
+++ b/apps/sim/providers/utils.ts
@@ -51,7 +51,7 @@ import {
 } from '@/providers/models'
 import type { ProviderId, ProviderToolConfig } from '@/providers/types'
 import { useProvidersStore } from '@/stores/providers/store'
-import { mergeToolParameters } from '@/tools/params'
+import { mergeToolParameters } from '@/tools/merge-params'
 
 const logger = createLogger('ProviderUtils')
 
diff --git a/apps/sim/tools/merge-params.ts b/apps/sim/tools/merge-params.ts
new file mode 100644
index 00000000000..1693f7c6761
--- /dev/null
+++ b/apps/sim/tools/merge-params.ts
@@ -0,0 +1,123 @@
+import { isRecordLike } from '@sim/utils/object'
+import { isEmptyTagValue } from '@/tools/shared/tags'
+
+/**
+ * Merging of user-provided and LLM-generated tool parameters.
+ *
+ * Deliberately kept in its own leaf module rather than in `@/tools/params`.
+ * `params.ts` imports `getTool` from `@/tools/utils`, which statically imports
+ * the 4,300-entry `@/tools/registry` barrel — so importing anything from
+ * `params.ts` drags the whole tool registry into the caller's module graph
+ * (4,926 modules, versus 17 without that edge).
+ *
+ * `providers/utils.ts` needs only `mergeToolParameters`, and this function needs
+ * no tool lookup at all, so it lives here and that import edge stays cheap.
+ * Nothing in this file may import `@/tools/utils`, `@/tools/registry`, or
+ * `@/tools/params`.
+ */
+
+/** Checks if a value is non-empty (not undefined, null, or empty string). */
+export function isNonEmpty(value: unknown): boolean {
+  return value !== undefined && value !== null && value !== ''
+}
+
+/**
+ * Deep merges inputMapping objects, where LLM values fill in empty/missing user values.
+ * User-provided non-empty values take precedence.
+ *
+ * Module-private: only {@link mergeToolParameters} needs it. It was exported from
+ * `@/tools/params` but never imported anywhere.
+ */
+function deepMergeInputMapping(
+  llmInputMapping: Record<string, unknown> | undefined,
+  userInputMapping: Record<string, unknown> | string | undefined
+): Record<string, unknown> {
+  // Parse user inputMapping if it's a JSON string
+  let parsedUserMapping: Record<string, unknown> = {}
+  if (typeof userInputMapping === 'string') {
+    try {
+      const parsed = JSON.parse(userInputMapping)
+      if (isRecordLike(parsed)) {
+        parsedUserMapping = parsed
+      }
+    } catch {
+      // Invalid JSON, treat as empty
+    }
+  } else if (
+    typeof userInputMapping === 'object' &&
+    userInputMapping !== null &&
+    !Array.isArray(userInputMapping)
+  ) {
+    parsedUserMapping = userInputMapping
+  }
+
+  // If no LLM mapping, return user mapping (or empty)
+  if (!llmInputMapping || typeof llmInputMapping !== 'object') {
+    return parsedUserMapping
+  }
+
+  // Deep merge: LLM values as base, user non-empty values override
+  // If user provides empty object {}, LLM values fill all fields (intentional)
+  const merged: Record<string, unknown> = { ...llmInputMapping }
+
+  for (const [key, userValue] of Object.entries(parsedUserMapping)) {
+    // Only override LLM value if user provided a non-empty value
+    if (isNonEmpty(userValue)) {
+      merged[key] = userValue
+    }
+  }
+
+  return merged
+}
+
+/**
+ * Merges user-provided parameters with LLM-generated parameters.
+ * User-provided parameters take precedence, but empty strings are skipped
+ * so that LLM-generated values are used when user clears a field.
+ *
+ * Special handling for inputMapping: deep merges so LLM can fill in
+ * fields that user left empty in the UI.
+ */
+export function mergeToolParameters(
+  userProvidedParams: Record<string, unknown>,
+  llmGeneratedParams: Record<string, unknown>
+): Record<string, unknown> {
+  // Filter out empty and effectively-empty values from user-provided params
+  // so that cleared fields don't override LLM values
+  const filteredUserParams: Record<string, unknown> = {}
+  for (const [key, value] of Object.entries(userProvidedParams)) {
+    if (isNonEmpty(value)) {
+      // Skip tag-based params if they're effectively empty (only default/unfilled entries)
+      if ((key === 'documentTags' || key === 'tagFilters') && isEmptyTagValue(value)) {
+        continue
+      }
+      filteredUserParams[key] = value
+    }
+  }
+
+  // Start with LLM params as base
+  const result: Record<string, unknown> = { ...llmGeneratedParams }
+
+  // Apply user params, with special handling for inputMapping
+  for (const [key, userValue] of Object.entries(filteredUserParams)) {
+    if (key === 'inputMapping') {
+      // Deep merge inputMapping so LLM values fill in empty user fields
+      const llmInputMapping = llmGeneratedParams.inputMapping as Record<string, unknown> | undefined
+      const mergedInputMapping = deepMergeInputMapping(
+        llmInputMapping,
+        userValue as Record<string, unknown> | string | undefined
+      )
+      result.inputMapping = mergedInputMapping
+    } else {
+      // Normal override for other params
+      result[key] = userValue
+    }
+  }
+
+  // If LLM provided inputMapping but user didn't, ensure it's included
+  if (llmGeneratedParams.inputMapping && !filteredUserParams.inputMapping) {
+    result.inputMapping = llmGeneratedParams.inputMapping
+  }
+
+  return result
+}
diff --git a/apps/sim/tools/params.test.ts b/apps/sim/tools/params.test.ts
index ec912708eec..02bd77b333e 100644
--- a/apps/sim/tools/params.test.ts
+++ b/apps/sim/tools/params.test.ts
@@ -1,4 +1,5 @@
 import { afterAll, describe, expect, it, vi } from 'vitest'
+import { mergeToolParameters } from '@/tools/merge-params'
 import {
   createExecutionToolSchema,
   createLLMToolSchema,
@@ -8,7 +9,6 @@ import {
   getSubBlocksForToolInput,
   getToolParametersConfig,
   isPasswordParameter,
-  mergeToolParameters,
   type ToolParameterConfig,
   type ToolSchema,
   type ValidationResult,
diff --git a/apps/sim/tools/params.ts b/apps/sim/tools/params.ts
index 9ea7d81b1bf..ada48406eb3 100644
--- a/apps/sim/tools/params.ts
+++ b/apps/sim/tools/params.ts
@@ -1,5 +1,4 @@
 import { createLogger } from '@sim/logger'
-import { isRecordLike } from '@sim/utils/object'
 import { extractInputFieldsFromBlocks } from '@/lib/workflows/input-format'
 import {
   buildCanonicalIndex,
@@ -18,8 +17,8 @@ import type {
   SubBlockConfig as BlockSubBlockConfig,
   GenerationType,
 } from '@/blocks/types'
+import { isNonEmpty } from '@/tools/merge-params'
 import { safeAssign } from '@/tools/safe-assign'
-import { isEmptyTagValue } from '@/tools/shared/tags'
 import type {
   OAuthConfig,
   ParameterVisibility,
@@ -31,13 +30,6 @@ import { getTool } from '@/tools/utils'
 const logger = createLogger('ToolsParams')
 type ToolParamDefinition = ToolConfig['params'][string]
 
-/**
- * Checks if a value is non-empty (not undefined, null, or empty string)
- */
-export function isNonEmpty(value: unknown): boolean {
-  return value !== undefined && value !== null && value !== ''
-}
-
 // ============================================================================
 // Tag/Value Parsing Utilities
 // ============================================================================
@@ -827,104 +819,6 @@ export function createExecutionToolSchema(toolConfig: ToolConfig): ToolSchema {
   return schema
 }
 
-/**
- * Deep merges inputMapping objects, where LLM values fill in empty/missing user values.
- * User-provided non-empty values take precedence.
- */
-export function deepMergeInputMapping(
-  llmInputMapping: Record<string, unknown> | undefined,
-  userInputMapping: Record<string, unknown> | string | undefined
-): Record<string, unknown> {
-  // Parse user inputMapping if it's a JSON string
-  let parsedUserMapping: Record<string, unknown> = {}
-  if (typeof userInputMapping === 'string') {
-    try {
-      const parsed = JSON.parse(userInputMapping)
-      if (isRecordLike(parsed)) {
-        parsedUserMapping = parsed
-      }
-    } catch {
-      // Invalid JSON, treat as empty
-    }
-  } else if (
-    typeof userInputMapping === 'object' &&
-    userInputMapping !== null &&
-    !Array.isArray(userInputMapping)
-  ) {
-    parsedUserMapping = userInputMapping
-  }
-
-  // If no LLM mapping, return user mapping (or empty)
-  if (!llmInputMapping || typeof llmInputMapping !== 'object') {
-    return parsedUserMapping
-  }
-
-  // Deep merge: LLM values as base, user non-empty values override
-  // If user provides empty object {}, LLM values fill all fields (intentional)
-  const merged: Record<string, unknown> = { ...llmInputMapping }
-
-  for (const [key, userValue] of Object.entries(parsedUserMapping)) {
-    // Only override LLM value if user provided a non-empty value
-    if (isNonEmpty(userValue)) {
-      merged[key] = userValue
-    }
-  }
-
-  return merged
-}
-
-/**
- * Merges user-provided parameters with LLM-generated parameters.
- * User-provided parameters take precedence, but empty strings are skipped
- * so that LLM-generated values are used when user clears a field.
- *
- * Special handling for inputMapping: deep merges so LLM can fill in
- * fields that user left empty in the UI.
- */
-export function mergeToolParameters(
-  userProvidedParams: Record<string, unknown>,
-  llmGeneratedParams: Record<string, unknown>
-): Record<string, unknown> {
-  // Filter out empty and effectively-empty values from user-provided params
-  // so that cleared fields don't override LLM values
-  const filteredUserParams: Record<string, unknown> = {}
-  for (const [key, value] of Object.entries(userProvidedParams)) {
-    if (isNonEmpty(value)) {
-      // Skip tag-based params if they're effectively empty (only default/unfilled entries)
-      if ((key === 'documentTags' || key === 'tagFilters') && isEmptyTagValue(value)) {
-        continue
-      }
-      filteredUserParams[key] = value
-    }
-  }
-
-  // Start with LLM params as base
-  const result: Record<string, unknown> = { ...llmGeneratedParams }
-
-  // Apply user params, with special handling for inputMapping
-  for (const [key, userValue] of Object.entries(filteredUserParams)) {
-    if (key === 'inputMapping') {
-      // Deep merge inputMapping so LLM values fill in empty user fields
-      const llmInputMapping = llmGeneratedParams.inputMapping as Record<string, unknown> | undefined
-      const mergedInputMapping = deepMergeInputMapping(
-        llmInputMapping,
-        userValue as Record<string, unknown> | string | undefined
-      )
-      result.inputMapping = mergedInputMapping
-    } else {
-      // Normal override for other params
-      result[key] = userValue
-    }
-  }
-
-  // If LLM provided inputMapping but user didn't, ensure it's included
-  if (llmGeneratedParams.inputMapping && !filteredUserParams.inputMapping) {
-    result.inputMapping = llmGeneratedParams.inputMapping
-  }
-
-  return result
-}
-
 /**
  * Filters out user-provided parameters from tool schema for LLM
  */

From d6e08d38d7d29ff8c059e8d1f696d21836a4a748 Mon Sep 17 00:00:00 2001
From: Waleed <walif6@gmail.com>
Date: Sat, 1 Aug 2026 11:27:36 -0700
Subject: [PATCH 04/30] perf(tools): generate serializable tool metadata
 artifacts (#6153)
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

* perf(tools): generate serializable tool metadata artifacts

Adds `scripts/sync-tool-metadata.ts`, which projects the executable tool
registry down to the data half nobody needs a closure for, plus typed accessors
over the result. No consumer is rewired yet — that is the next PR.

`@/tools/registry` is a ~9,000-line barrel over 4,366 tools. Each `ToolConfig`
mixes plain data (`params`, `outputs`, `name`) with closures (`request.headers`,
`transformResponse`, `directExecution`, `postProcess`), and those closures reach
every integration's SDK client and parser — which is why reaching the barrel
costs ~4,700 modules. Every client-reachable caller was audited: none of them
need a closure. They need `outputs`, `params`, or an existence check.

Two artifacts, not one. `outputs` is ~4 MB of the ~8 MB and has a single
consumer, so it is emitted separately and exposed from its own module; callers
needing only params never load it.

The data is a JSON string parsed at runtime rather than an imported `.json` or
an object literal. That is not stylistic — with `resolveJsonModule` (enabled
repo-wide) a `.json` import makes TypeScript infer a literal type for all 4,366
entries:

  tsc --noEmit, baseline                12.6s
  tsc --noEmit, with `.json` imports    8m07s   (38x)
  tsc --noEmit, with string literals    12.0s

An ambient `declare module` does not short-circuit it (measured: 8m18s), and an
object literal is the same inference work. A single string literal is one cheap
token for the compiler and the bundler, and `JSON.parse` beats evaluating the
equivalent literal at runtime.

The generator refuses to emit any function value, so shipping executable config
to the client fails loudly instead of silently. `hosting` and `schemaEnrichment`
are excluded on those grounds — both hold functions and are server-only.

Also strips empty param entries: the registry has one (`stt_deepgram_v2`, an
`undefined`) which crashes callers that read `param.type` while iterating.
`JSON.stringify` drops `undefined` on its own, so the guard is there for an
explicit `null` — which serializes faithfully and would reach consumers — and to
warn either way.

Wires `tool-metadata:check` into CI alongside the other generated-contract
gates, and ignores the generated directory in biome (it exceeds the 1 MB limit
and was being skipped with a notice on every commit).

Adds a `tool-registry-boundary` skill covering which module to import, the three
non-obvious properties of the artifacts, and how to verify an edge is actually
cut — the canvas route reaches the registry through four redundant paths, so
cutting one alone moves the module count by ~1.

* fix(tools): harden the metadata accessors against inherited keys

Review found two real defects in the generated-metadata layer.

`JSON.parse` returns an object with the normal prototype, so a bare bracket
lookup resolved inherited members: `getToolMetadata('constructor')` returned a
*function* typed as `ToolMetadata`, and `getToolOutputsMetadata('toString')`
likewise — silently violating the accessors' documented "undefined if unknown"
contract. Guarded with `Object.hasOwn`, with a parameterised regression test
over `constructor`, `toString`, `valueOf`, `hasOwnProperty` and `__proto__`.

The generator's no-functions scan also gave up past ten levels of nesting. Param
and output schemas nest arbitrarily, so a deeper closure would have been dropped
silently by `JSON.stringify` while generation reported success — shipping an
incomplete schema and defeating the guarantee the scan exists to provide. The
depth cap is gone; a `WeakSet` handles the cycles that exposes.

* docs(tools): tell tool authors to regenerate the metadata artifacts

A new tool now has a second registration step. Client code reads `params` and
`outputs` from the generated artifacts rather than from the registry, so a tool
added without regenerating them is registered but invisible to the UI — and CI
fails on the stale artifacts.

`add-tools` and `add-integration` are where someone actually adds a tool, so the
step goes in both, next to the registry edit and in each checklist.

* docs(blocks): note when a block change needs tool-metadata regeneration

Adding a block alone needs no regeneration — it references existing tool IDs and
changes no tool's shape. But a change that touches a tool alongside the block
does, and this is where that is easy to miss: a block's `outputs` are authored
to match its tools' outputs, and the UI now reads those from the generated
metadata, so a stale artifact makes the block's declared outputs disagree with
what the panel renders (and fails CI).

Completes the tool-authoring surface alongside add-tools and add-integration.

* docs(tools): cover tool removal in the regeneration guidance

The three tool-authoring skills said to regenerate after adding or changing a
tool, but not after removing one. Removal is equally breaking and equally
guarded: deleting a tool from `tools/registry.ts` without regenerating fails
`tool-metadata:check` (verified — exit 1), so a contributor following the skill
literally would have hit a CI failure the skill never warned about.
---
 .agents/skills/add-block/SKILL.md             |   7 +
 .agents/skills/add-integration/SKILL.md       |  11 +
 .agents/skills/add-tools/SKILL.md             |  12 +
 .../skills/tool-registry-boundary/SKILL.md    |  70 ++++++
 .claude/commands/add-block.md                 |   7 +
 .claude/commands/add-integration.md           |  11 +
 .claude/commands/add-tools.md                 |  12 +
 .claude/commands/tool-registry-boundary.md    |  69 ++++++
 .cursor/commands/add-block.md                 |   7 +
 .cursor/commands/add-integration.md           |  11 +
 .cursor/commands/add-tools.md                 |  12 +
 .cursor/commands/tool-registry-boundary.md    |  65 +++++
 .github/workflows/test-build.yml              |   3 +
 apps/sim/tools/generated/tool-metadata.ts     |   9 +
 apps/sim/tools/generated/tool-outputs.ts      |   9 +
 apps/sim/tools/metadata-outputs.ts            |  32 +++
 apps/sim/tools/metadata.test.ts               |  81 ++++++
 apps/sim/tools/metadata.ts                    |  61 +++++
 biome.json                                    |   1 +
 package.json                                  |   2 +
 scripts/sync-tool-metadata.ts                 | 232 ++++++++++++++++++
 21 files changed, 724 insertions(+)
 create mode 100644 .agents/skills/tool-registry-boundary/SKILL.md
 create mode 100644 .claude/commands/tool-registry-boundary.md
 create mode 100644 .cursor/commands/tool-registry-boundary.md
 create mode 100644 apps/sim/tools/generated/tool-metadata.ts
 create mode 100644 apps/sim/tools/generated/tool-outputs.ts
 create mode 100644 apps/sim/tools/metadata-outputs.ts
 create mode 100644 apps/sim/tools/metadata.test.ts
 create mode 100644 apps/sim/tools/metadata.ts
 create mode 100644 scripts/sync-tool-metadata.ts

diff --git a/.agents/skills/add-block/SKILL.md b/.agents/skills/add-block/SKILL.md
index 695975eba2b..02584416cef 100644
--- a/.agents/skills/add-block/SKILL.md
+++ b/.agents/skills/add-block/SKILL.md
@@ -919,6 +919,12 @@ Derive templates from the service's real use cases. Each prompt should name a co
 - **Ground every skill in operations the block actually exposes** — cross-check each skill's steps against `tools.access`. Never describe an action the integration cannot perform.
 - **Derive skills from real, popular use cases found online — never invent them.** Web-search the service's documented use cases (vendor use-case/solutions pages, official docs describing the workflow, reputable "top automations for X" articles) and only add a skill you can source as something people genuinely do with the service. Do not hallucinate skills.
 
+## Generated tool metadata
+
+Adding a block on its own needs **no** regeneration — a block references existing tool IDs through `tools.access` and does not change any tool's shape.
+
+But if the same change also adds, edits **or removes** a tool, run `bun run tool-metadata:generate` and commit the result, or CI fails on stale artifacts. That matters here because a block's `outputs` are authored to match its tools' outputs, and the UI now reads those from the generated metadata rather than the executable registry — an unregenerated tool change makes the block's outputs disagree with what the panel renders. See `.agents/skills/tool-registry-boundary/SKILL.md`.
+
 ## Checklist Before Finishing
 
 - [ ] `integrationType` is set to the correct `IntegrationType` enum value
@@ -933,6 +939,7 @@ Derive templates from the service's real use cases. Each prompt should name a co
 - [ ] Tools.config.tool returns correct tool ID (snake_case)
 - [ ] Outputs match tool outputs
 - [ ] Block + meta registered in registry-maps.ts (`BLOCK_REGISTRY` / `BLOCK_META_REGISTRY`)
+- [ ] If any tool was added, changed or removed alongside the block: ran `bun run tool-metadata:generate` and committed the artifacts
 - [ ] If icon missing: asked user to provide SVG
 - [ ] If triggers exist: `triggers` config set, trigger subBlocks spread
 - [ ] Optional/rarely-used fields set to `mode: 'advanced'`
diff --git a/.agents/skills/add-integration/SKILL.md b/.agents/skills/add-integration/SKILL.md
index 84689e6be03..da7eccf4cd5 100644
--- a/.agents/skills/add-integration/SKILL.md
+++ b/.agents/skills/add-integration/SKILL.md
@@ -415,6 +415,16 @@ export const tools: Record<string, ToolConfig> = {
 }
 ```
 
+Then regenerate the generated tool metadata and commit it:
+
+```bash
+bun run tool-metadata:generate
+```
+
+Client code reads `params`/`outputs` from these artifacts rather than importing
+the registry, so a tool you add, change or remove is invisible to the UI until they are regenerated,
+and CI fails on stale ones. See `.agents/skills/tool-registry-boundary/SKILL.md`.
+
 ### Block Registry (`apps/sim/blocks/registry-maps.ts`)
 
 The data maps (`BLOCK_REGISTRY` + `BLOCK_META_REGISTRY`) live in `registry-maps.ts`; `registry.ts` holds only the accessor functions. Add the import and an entry to each map alphabetically:
@@ -490,6 +500,7 @@ If creating V2 versions (API-aligned outputs):
 - [ ] All optional outputs have `optional: true`
 - [ ] Created `index.ts` barrel export
 - [ ] Registered all tools in `tools/registry.ts`
+- [ ] Ran `bun run tool-metadata:generate` and committed the regenerated artifacts
 
 ### Block
 - [ ] Created `blocks/blocks/{service}.ts`
diff --git a/.agents/skills/add-tools/SKILL.md b/.agents/skills/add-tools/SKILL.md
index e5fc364b598..1ed42f2e364 100644
--- a/.agents/skills/add-tools/SKILL.md
+++ b/.agents/skills/add-tools/SKILL.md
@@ -296,6 +296,17 @@ export const tools = {
 }
 ```
 
+3. Regenerate the tool metadata artifacts:
+
+```bash
+bun run tool-metadata:generate
+```
+
+Client code reads a tool's `params`/`outputs` from generated metadata rather than
+importing the registry, so a tool you add, change or remove is invisible to the UI until
+these are regenerated — and CI fails on stale artifacts. Commit the result. See
+`.agents/skills/tool-registry-boundary/SKILL.md`.
+
 ## Wiring Tools into the Block (Required)
 
 After registering in `tools/registry.ts`, you MUST also update the block definition at `apps/sim/blocks/blocks/{service}.ts`. This is not optional — tools are only usable from the UI if they are wired into the block.
@@ -443,6 +454,7 @@ All tool IDs MUST use `snake_case`: `{service}_{action}` (e.g., `x_create_tweet`
 - [ ] Types file has all interfaces
 - [ ] Index.ts exports all tools and re-exports types (`export * from './types'`)
 - [ ] Tools registered in `tools/registry.ts`
+- [ ] `bun run tool-metadata:generate` run and the regenerated artifacts committed
 - [ ] Block wired: `tools.access`, dropdown options, subBlocks, `tools.config`, outputs, inputs
 
 ## Final Validation (Required)
diff --git a/.agents/skills/tool-registry-boundary/SKILL.md b/.agents/skills/tool-registry-boundary/SKILL.md
new file mode 100644
index 00000000000..cfd526671c4
--- /dev/null
+++ b/.agents/skills/tool-registry-boundary/SKILL.md
@@ -0,0 +1,70 @@
+---
+name: tool-registry-boundary
+description: Keep the executable tool registry out of client-reachable module graphs — when to read `@/tools/metadata` instead of `getTool`, how to measure whether an import edge pulls the registry, and how to regenerate the metadata artifacts. Use when touching `apps/sim/tools/registry.ts`, `tools/utils.ts`, `tools/params.ts`, or anything that calls `getTool`.
+---
+
+# Tool Registry Boundary Skill
+
+You keep the 4,300-tool executable registry out of module graphs that don't execute tools.
+
+## The rule
+
+> Client-reachable code reads tool **metadata**. Only code that actually executes a tool imports the **registry**.
+
+`@/tools/registry` is a ~9,000-line barrel importing every tool. Each `ToolConfig` mixes plain data (`params`, `outputs`, `name`) with closures — `request.url`, `request.headers`, `transformResponse`, `directExecution`, `postProcess`. Those closures reach the SDK clients, API helpers and parsers each integration needs, and that is what makes the barrel expensive: reaching it costs ~4,700 additional modules.
+
+`getTool()` returns the whole `ToolConfig`, so a single `getTool` import anywhere in a client-reachable file drags all of it in.
+
+## Which module to import
+
+| you need | import | notes |
+| --- | --- | --- |
+| whether a tool id exists | `hasToolMetadata` from `@/tools/metadata` | |
+| a tool's params | `getToolParams` / `getToolMetadata` from `@/tools/metadata` | |
+| a tool's declared outputs | `getToolOutputsMetadata` from `@/tools/metadata-outputs` | separate module on purpose — see below |
+| every tool id | `getToolIds` from `@/tools/metadata` | |
+| to **execute** a tool | `getTool` from `@/tools/utils`, or `@/tools/utils.server` | server paths only |
+
+Outputs live in their own module because they are roughly two thirds of the generated data and have a single consumer. Importing `@/tools/metadata` must never pull them — do not "helpfully" re-export one from the other.
+
+## The generated artifacts
+
+`apps/sim/tools/generated/tool-metadata.ts` and `tool-outputs.ts` are produced by `scripts/sync-tool-metadata.ts`:
+
+```bash
+bun run tool-metadata:generate   # after adding/changing a tool
+bun run tool-metadata:check      # what CI runs; fails if stale
+```
+
+Never hand-edit them. If you add a tool or change a tool's `params`/`outputs`, regenerate and commit the result, or CI fails.
+
+Three non-obvious properties, each of which was measured and is easy to undo by accident:
+
+- **The data is a JSON string parsed at runtime, not an imported `.json` and not an object literal.** With `resolveJsonModule` (which this repo enables), a `.json` import makes TypeScript infer a literal type for all 4,300+ entries and takes `tsc --noEmit` from **12.6s to 8m07s** — a 38x regression. An ambient `declare module` does *not* short-circuit it, and an object literal costs the same. A single string literal is one cheap token for both the compiler and the bundler, and `JSON.parse` beats evaluating the equivalent literal at runtime. Do not "clean this up" into a `.json` import.
+- **The generator refuses to emit function values.** If you add a field to `METADATA_FIELDS` that contains a closure, generation fails loudly rather than shipping executable config to the client. `hosting` and `schemaEnrichment` are excluded for exactly this reason (`hosting.enabled`, `pricing`, and `enrichSchema` are functions) — they are server-only.
+- **Empty param entries are stripped.** The registry contains one (`stt_deepgram_v2`), which crashes callers that read `param.type` while iterating.
+
+## How to verify an edge actually got cut
+
+Do not eyeball imports — the registry is reached through several redundant paths, so cutting one buys nothing while another survives. Walk the graph:
+
+1. From the entry you care about, follow `import` and `export … from` (skipping `import type`), resolving `@/` against `apps/sim`.
+2. Check whether `apps/sim/tools/registry.ts` is in the reachable set, and print the parent chain if it is.
+3. Compare the reachable module count before and after.
+
+Reference points measured on this repo:
+
+| entry | modules |
+| --- | --- |
+| `tools/registry.ts` reachable | ~4,900 |
+| `tools/merge-params.ts` (leaf) | 2 |
+| `providers/utils.ts` after cutting its `params` edge | 22 |
+| `app/workspace/[workspaceId]/w/page.tsx` (canvas) | 6,591, of which 4,689 are the registry |
+
+The canvas route reaches the registry through **four** redundant edges — `providers/utils` (via `tools/params`), `lib/workflows/blocks/block-outputs`, `lib/workflows/sanitization/validation`, and `serializer/index`. Cutting any one alone moves the module count by ~1. They must all be cut before anything improves; measure the route, not the file you edited.
+
+## When adding a new caller
+
+Ask what the caller does with the config. If it reads `params`, `outputs`, `name`, `description` or just checks existence, it belongs on `@/tools/metadata` — no exceptions, even on a path you believe is server-only today, because a future client import will silently re-attach the registry to the graph.
+
+If it genuinely executes — builds a request, transforms a response, runs `directExecution` — use `getTool`, and keep that file off client-reachable paths.
diff --git a/.claude/commands/add-block.md b/.claude/commands/add-block.md
index 600184d1067..bcc57d1ef48 100644
--- a/.claude/commands/add-block.md
+++ b/.claude/commands/add-block.md
@@ -918,6 +918,12 @@ Derive templates from the service's real use cases. Each prompt should name a co
 - **Ground every skill in operations the block actually exposes** — cross-check each skill's steps against `tools.access`. Never describe an action the integration cannot perform.
 - **Derive skills from real, popular use cases found online — never invent them.** Web-search the service's documented use cases (vendor use-case/solutions pages, official docs describing the workflow, reputable "top automations for X" articles) and only add a skill you can source as something people genuinely do with the service. Do not hallucinate skills.
 
+## Generated tool metadata
+
+Adding a block on its own needs **no** regeneration — a block references existing tool IDs through `tools.access` and does not change any tool's shape.
+
+But if the same change also adds, edits **or removes** a tool, run `bun run tool-metadata:generate` and commit the result, or CI fails on stale artifacts. That matters here because a block's `outputs` are authored to match its tools' outputs, and the UI now reads those from the generated metadata rather than the executable registry — an unregenerated tool change makes the block's outputs disagree with what the panel renders. See `.agents/skills/tool-registry-boundary/SKILL.md`.
+
 ## Checklist Before Finishing
 
 - [ ] `integrationType` is set to the correct `IntegrationType` enum value
@@ -932,6 +938,7 @@ Derive templates from the service's real use cases. Each prompt should name a co
 - [ ] Tools.config.tool returns correct tool ID (snake_case)
 - [ ] Outputs match tool outputs
 - [ ] Block + meta registered in registry-maps.ts (`BLOCK_REGISTRY` / `BLOCK_META_REGISTRY`)
+- [ ] If any tool was added, changed or removed alongside the block: ran `bun run tool-metadata:generate` and committed the artifacts
 - [ ] If icon missing: asked user to provide SVG
 - [ ] If triggers exist: `triggers` config set, trigger subBlocks spread
 - [ ] Optional/rarely-used fields set to `mode: 'advanced'`
diff --git a/.claude/commands/add-integration.md b/.claude/commands/add-integration.md
index 91218c3b139..02aeb75c545 100644
--- a/.claude/commands/add-integration.md
+++ b/.claude/commands/add-integration.md
@@ -414,6 +414,16 @@ export const tools: Record<string, ToolConfig> = {
 }
 ```
 
+Then regenerate the generated tool metadata and commit it:
+
+```bash
+bun run tool-metadata:generate
+```
+
+Client code reads `params`/`outputs` from these artifacts rather than importing
+the registry, so a tool you add, change or remove is invisible to the UI until they are regenerated,
+and CI fails on stale ones. See `.agents/skills/tool-registry-boundary/SKILL.md`.
+
 ### Block Registry (`apps/sim/blocks/registry-maps.ts`)
 
 The data maps (`BLOCK_REGISTRY` + `BLOCK_META_REGISTRY`) live in `registry-maps.ts`; `registry.ts` holds only the accessor functions. Add the import and an entry to each map alphabetically:
@@ -489,6 +499,7 @@ If creating V2 versions (API-aligned outputs):
 - [ ] All optional outputs have `optional: true`
 - [ ] Created `index.ts` barrel export
 - [ ] Registered all tools in `tools/registry.ts`
+- [ ] Ran `bun run tool-metadata:generate` and committed the regenerated artifacts
 
 ### Block
 - [ ] Created `blocks/blocks/{service}.ts`
diff --git a/.claude/commands/add-tools.md b/.claude/commands/add-tools.md
index a09f2da5803..60ab5448d96 100644
--- a/.claude/commands/add-tools.md
+++ b/.claude/commands/add-tools.md
@@ -295,6 +295,17 @@ export const tools = {
 }
 ```
 
+3. Regenerate the tool metadata artifacts:
+
+```bash
+bun run tool-metadata:generate
+```
+
+Client code reads a tool's `params`/`outputs` from generated metadata rather than
+importing the registry, so a tool you add, change or remove is invisible to the UI until
+these are regenerated — and CI fails on stale artifacts. Commit the result. See
+`.agents/skills/tool-registry-boundary/SKILL.md`.
+
 ## Wiring Tools into the Block (Required)
 
 After registering in `tools/registry.ts`, you MUST also update the block definition at `apps/sim/blocks/blocks/{service}.ts`. This is not optional — tools are only usable from the UI if they are wired into the block.
@@ -442,6 +453,7 @@ All tool IDs MUST use `snake_case`: `{service}_{action}` (e.g., `x_create_tweet`
 - [ ] Types file has all interfaces
 - [ ] Index.ts exports all tools and re-exports types (`export * from './types'`)
 - [ ] Tools registered in `tools/registry.ts`
+- [ ] `bun run tool-metadata:generate` run and the regenerated artifacts committed
 - [ ] Block wired: `tools.access`, dropdown options, subBlocks, `tools.config`, outputs, inputs
 
 ## Final Validation (Required)
diff --git a/.claude/commands/tool-registry-boundary.md b/.claude/commands/tool-registry-boundary.md
new file mode 100644
index 00000000000..2cbd486b224
--- /dev/null
+++ b/.claude/commands/tool-registry-boundary.md
@@ -0,0 +1,69 @@
+---
+description: Keep the executable tool registry out of client-reachable module graphs — when to read `@/tools/metadata` instead of `getTool`, how to measure whether an import edge pulls the registry, and how to regenerate the metadata artifacts. Use when touching `apps/sim/tools/registry.ts`, `tools/utils.ts`, `tools/params.ts`, or anything that calls `getTool`.
+---
+
+# Tool Registry Boundary Skill
+
+You keep the 4,300-tool executable registry out of module graphs that don't execute tools.
+
+## The rule
+
+> Client-reachable code reads tool **metadata**. Only code that actually executes a tool imports the **registry**.
+
+`@/tools/registry` is a ~9,000-line barrel importing every tool. Each `ToolConfig` mixes plain data (`params`, `outputs`, `name`) with closures — `request.url`, `request.headers`, `transformResponse`, `directExecution`, `postProcess`. Those closures reach the SDK clients, API helpers and parsers each integration needs, and that is what makes the barrel expensive: reaching it costs ~4,700 additional modules.
+
+`getTool()` returns the whole `ToolConfig`, so a single `getTool` import anywhere in a client-reachable file drags all of it in.
+
+## Which module to import
+
+| you need | import | notes |
+| --- | --- | --- |
+| whether a tool id exists | `hasToolMetadata` from `@/tools/metadata` | |
+| a tool's params | `getToolParams` / `getToolMetadata` from `@/tools/metadata` | |
+| a tool's declared outputs | `getToolOutputsMetadata` from `@/tools/metadata-outputs` | separate module on purpose — see below |
+| every tool id | `getToolIds` from `@/tools/metadata` | |
+| to **execute** a tool | `getTool` from `@/tools/utils`, or `@/tools/utils.server` | server paths only |
+
+Outputs live in their own module because they are roughly two thirds of the generated data and have a single consumer. Importing `@/tools/metadata` must never pull them — do not "helpfully" re-export one from the other.
+
+## The generated artifacts
+
+`apps/sim/tools/generated/tool-metadata.ts` and `tool-outputs.ts` are produced by `scripts/sync-tool-metadata.ts`:
+
+```bash
+bun run tool-metadata:generate   # after adding/changing a tool
+bun run tool-metadata:check      # what CI runs; fails if stale
+```
+
+Never hand-edit them. If you add a tool or change a tool's `params`/`outputs`, regenerate and commit the result, or CI fails.
+
+Three non-obvious properties, each of which was measured and is easy to undo by accident:
+
+- **The data is a JSON string parsed at runtime, not an imported `.json` and not an object literal.** With `resolveJsonModule` (which this repo enables), a `.json` import makes TypeScript infer a literal type for all 4,300+ entries and takes `tsc --noEmit` from **12.6s to 8m07s** — a 38x regression. An ambient `declare module` does *not* short-circuit it, and an object literal costs the same. A single string literal is one cheap token for both the compiler and the bundler, and `JSON.parse` beats evaluating the equivalent literal at runtime. Do not "clean this up" into a `.json` import.
+- **The generator refuses to emit function values.** If you add a field to `METADATA_FIELDS` that contains a closure, generation fails loudly rather than shipping executable config to the client. `hosting` and `schemaEnrichment` are excluded for exactly this reason (`hosting.enabled`, `pricing`, and `enrichSchema` are functions) — they are server-only.
+- **Empty param entries are stripped.** The registry contains one (`stt_deepgram_v2`), which crashes callers that read `param.type` while iterating.
+
+## How to verify an edge actually got cut
+
+Do not eyeball imports — the registry is reached through several redundant paths, so cutting one buys nothing while another survives. Walk the graph:
+
+1. From the entry you care about, follow `import` and `export … from` (skipping `import type`), resolving `@/` against `apps/sim`.
+2. Check whether `apps/sim/tools/registry.ts` is in the reachable set, and print the parent chain if it is.
+3. Compare the reachable module count before and after.
+
+Reference points measured on this repo:
+
+| entry | modules |
+| --- | --- |
+| `tools/registry.ts` reachable | ~4,900 |
+| `tools/merge-params.ts` (leaf) | 2 |
+| `providers/utils.ts` after cutting its `params` edge | 22 |
+| `app/workspace/[workspaceId]/w/page.tsx` (canvas) | 6,591, of which 4,689 are the registry |
+
+The canvas route reaches the registry through **four** redundant edges — `providers/utils` (via `tools/params`), `lib/workflows/blocks/block-outputs`, `lib/workflows/sanitization/validation`, and `serializer/index`. Cutting any one alone moves the module count by ~1. They must all be cut before anything improves; measure the route, not the file you edited.
+
+## When adding a new caller
+
+Ask what the caller does with the config. If it reads `params`, `outputs`, `name`, `description` or just checks existence, it belongs on `@/tools/metadata` — no exceptions, even on a path you believe is server-only today, because a future client import will silently re-attach the registry to the graph.
+
+If it genuinely executes — builds a request, transforms a response, runs `directExecution` — use `getTool`, and keep that file off client-reachable paths.
diff --git a/.cursor/commands/add-block.md b/.cursor/commands/add-block.md
index fbfe5b4c957..e4776c63147 100644
--- a/.cursor/commands/add-block.md
+++ b/.cursor/commands/add-block.md
@@ -913,6 +913,12 @@ Derive templates from the service's real use cases. Each prompt should name a co
 - **Ground every skill in operations the block actually exposes** — cross-check each skill's steps against `tools.access`. Never describe an action the integration cannot perform.
 - **Derive skills from real, popular use cases found online — never invent them.** Web-search the service's documented use cases (vendor use-case/solutions pages, official docs describing the workflow, reputable "top automations for X" articles) and only add a skill you can source as something people genuinely do with the service. Do not hallucinate skills.
 
+## Generated tool metadata
+
+Adding a block on its own needs **no** regeneration — a block references existing tool IDs through `tools.access` and does not change any tool's shape.
+
+But if the same change also adds, edits **or removes** a tool, run `bun run tool-metadata:generate` and commit the result, or CI fails on stale artifacts. That matters here because a block's `outputs` are authored to match its tools' outputs, and the UI now reads those from the generated metadata rather than the executable registry — an unregenerated tool change makes the block's outputs disagree with what the panel renders. See `.agents/skills/tool-registry-boundary/SKILL.md`.
+
 ## Checklist Before Finishing
 
 - [ ] `integrationType` is set to the correct `IntegrationType` enum value
@@ -927,6 +933,7 @@ Derive templates from the service's real use cases. Each prompt should name a co
 - [ ] Tools.config.tool returns correct tool ID (snake_case)
 - [ ] Outputs match tool outputs
 - [ ] Block + meta registered in registry-maps.ts (`BLOCK_REGISTRY` / `BLOCK_META_REGISTRY`)
+- [ ] If any tool was added, changed or removed alongside the block: ran `bun run tool-metadata:generate` and committed the artifacts
 - [ ] If icon missing: asked user to provide SVG
 - [ ] If triggers exist: `triggers` config set, trigger subBlocks spread
 - [ ] Optional/rarely-used fields set to `mode: 'advanced'`
diff --git a/.cursor/commands/add-integration.md b/.cursor/commands/add-integration.md
index 6267a08b17d..d81aa6e2fd0 100644
--- a/.cursor/commands/add-integration.md
+++ b/.cursor/commands/add-integration.md
@@ -409,6 +409,16 @@ export const tools: Record<string, ToolConfig> = {
 }
 ```
 
+Then regenerate the generated tool metadata and commit it:
+
+```bash
+bun run tool-metadata:generate
+```
+
+Client code reads `params`/`outputs` from these artifacts rather than importing
+the registry, so a tool you add, change or remove is invisible to the UI until they are regenerated,
+and CI fails on stale ones. See `.agents/skills/tool-registry-boundary/SKILL.md`.
+
 ### Block Registry (`apps/sim/blocks/registry-maps.ts`)
 
 The data maps (`BLOCK_REGISTRY` + `BLOCK_META_REGISTRY`) live in `registry-maps.ts`; `registry.ts` holds only the accessor functions. Add the import and an entry to each map alphabetically:
@@ -484,6 +494,7 @@ If creating V2 versions (API-aligned outputs):
 - [ ] All optional outputs have `optional: true`
 - [ ] Created `index.ts` barrel export
 - [ ] Registered all tools in `tools/registry.ts`
+- [ ] Ran `bun run tool-metadata:generate` and committed the regenerated artifacts
 
 ### Block
 - [ ] Created `blocks/blocks/{service}.ts`
diff --git a/.cursor/commands/add-tools.md b/.cursor/commands/add-tools.md
index f5bfeaeee94..8bb6f8398b5 100644
--- a/.cursor/commands/add-tools.md
+++ b/.cursor/commands/add-tools.md
@@ -290,6 +290,17 @@ export const tools = {
 }
 ```
 
+3. Regenerate the tool metadata artifacts:
+
+```bash
+bun run tool-metadata:generate
+```
+
+Client code reads a tool's `params`/`outputs` from generated metadata rather than
+importing the registry, so a tool you add, change or remove is invisible to the UI until
+these are regenerated — and CI fails on stale artifacts. Commit the result. See
+`.agents/skills/tool-registry-boundary/SKILL.md`.
+
 ## Wiring Tools into the Block (Required)
 
 After registering in `tools/registry.ts`, you MUST also update the block definition at `apps/sim/blocks/blocks/{service}.ts`. This is not optional — tools are only usable from the UI if they are wired into the block.
@@ -437,6 +448,7 @@ All tool IDs MUST use `snake_case`: `{service}_{action}` (e.g., `x_create_tweet`
 - [ ] Types file has all interfaces
 - [ ] Index.ts exports all tools and re-exports types (`export * from './types'`)
 - [ ] Tools registered in `tools/registry.ts`
+- [ ] `bun run tool-metadata:generate` run and the regenerated artifacts committed
 - [ ] Block wired: `tools.access`, dropdown options, subBlocks, `tools.config`, outputs, inputs
 
 ## Final Validation (Required)
diff --git a/.cursor/commands/tool-registry-boundary.md b/.cursor/commands/tool-registry-boundary.md
new file mode 100644
index 00000000000..2da9ad0c454
--- /dev/null
+++ b/.cursor/commands/tool-registry-boundary.md
@@ -0,0 +1,65 @@
+# Tool Registry Boundary Skill
+
+You keep the 4,300-tool executable registry out of module graphs that don't execute tools.
+
+## The rule
+
+> Client-reachable code reads tool **metadata**. Only code that actually executes a tool imports the **registry**.
+
+`@/tools/registry` is a ~9,000-line barrel importing every tool. Each `ToolConfig` mixes plain data (`params`, `outputs`, `name`) with closures — `request.url`, `request.headers`, `transformResponse`, `directExecution`, `postProcess`. Those closures reach the SDK clients, API helpers and parsers each integration needs, and that is what makes the barrel expensive: reaching it costs ~4,700 additional modules.
+
+`getTool()` returns the whole `ToolConfig`, so a single `getTool` import anywhere in a client-reachable file drags all of it in.
+
+## Which module to import
+
+| you need | import | notes |
+| --- | --- | --- |
+| whether a tool id exists | `hasToolMetadata` from `@/tools/metadata` | |
+| a tool's params | `getToolParams` / `getToolMetadata` from `@/tools/metadata` | |
+| a tool's declared outputs | `getToolOutputsMetadata` from `@/tools/metadata-outputs` | separate module on purpose — see below |
+| every tool id | `getToolIds` from `@/tools/metadata` | |
+| to **execute** a tool | `getTool` from `@/tools/utils`, or `@/tools/utils.server` | server paths only |
+
+Outputs live in their own module because they are roughly two thirds of the generated data and have a single consumer. Importing `@/tools/metadata` must never pull them — do not "helpfully" re-export one from the other.
+
+## The generated artifacts
+
+`apps/sim/tools/generated/tool-metadata.ts` and `tool-outputs.ts` are produced by `scripts/sync-tool-metadata.ts`:
+
+```bash
+bun run tool-metadata:generate   # after adding/changing a tool
+bun run tool-metadata:check      # what CI runs; fails if stale
+```
+
+Never hand-edit them. If you add a tool or change a tool's `params`/`outputs`, regenerate and commit the result, or CI fails.
+
+Three non-obvious properties, each of which was measured and is easy to undo by accident:
+
+- **The data is a JSON string parsed at runtime, not an imported `.json` and not an object literal.** With `resolveJsonModule` (which this repo enables), a `.json` import makes TypeScript infer a literal type for all 4,300+ entries and takes `tsc --noEmit` from **12.6s to 8m07s** — a 38x regression. An ambient `declare module` does *not* short-circuit it, and an object literal costs the same. A single string literal is one cheap token for both the compiler and the bundler, and `JSON.parse` beats evaluating the equivalent literal at runtime. Do not "clean this up" into a `.json` import.
+- **The generator refuses to emit function values.** If you add a field to `METADATA_FIELDS` that contains a closure, generation fails loudly rather than shipping executable config to the client. `hosting` and `schemaEnrichment` are excluded for exactly this reason (`hosting.enabled`, `pricing`, and `enrichSchema` are functions) — they are server-only.
+- **Empty param entries are stripped.** The registry contains one (`stt_deepgram_v2`), which crashes callers that read `param.type` while iterating.
+
+## How to verify an edge actually got cut
+
+Do not eyeball imports — the registry is reached through several redundant paths, so cutting one buys nothing while another survives. Walk the graph:
+
+1. From the entry you care about, follow `import` and `export … from` (skipping `import type`), resolving `@/` against `apps/sim`.
+2. Check whether `apps/sim/tools/registry.ts` is in the reachable set, and print the parent chain if it is.
+3. Compare the reachable module count before and after.
+
+Reference points measured on this repo:
+
+| entry | modules |
+| --- | --- |
+| `tools/registry.ts` reachable | ~4,900 |
+| `tools/merge-params.ts` (leaf) | 2 |
+| `providers/utils.ts` after cutting its `params` edge | 22 |
+| `app/workspace/[workspaceId]/w/page.tsx` (canvas) | 6,591, of which 4,689 are the registry |
+
+The canvas route reaches the registry through **four** redundant edges — `providers/utils` (via `tools/params`), `lib/workflows/blocks/block-outputs`, `lib/workflows/sanitization/validation`, and `serializer/index`. Cutting any one alone moves the module count by ~1. They must all be cut before anything improves; measure the route, not the file you edited.
+
+## When adding a new caller
+
+Ask what the caller does with the config. If it reads `params`, `outputs`, `name`, `description` or just checks existence, it belongs on `@/tools/metadata` — no exceptions, even on a path you believe is server-only today, because a future client import will silently re-attach the registry to the graph.
+
+If it genuinely executes — builds a request, transforms a response, runs `directExecution` — use `getTool`, and keep that file off client-reachable paths.
diff --git a/.github/workflows/test-build.yml b/.github/workflows/test-build.yml
index 0b3704a9736..ce9c59fb040 100644
--- a/.github/workflows/test-build.yml
+++ b/.github/workflows/test-build.yml
@@ -153,6 +153,9 @@ jobs:
       - name: Verify realtime prune graph
         run: bun run check:realtime-prune
 
+      - name: Verify generated tool metadata is in sync
+        run: bun run tool-metadata:check
+
       - name: Verify skill projections are in sync
         run: bun run skills:check
 
diff --git a/apps/sim/tools/generated/tool-metadata.ts b/apps/sim/tools/generated/tool-metadata.ts
new file mode 100644
index 00000000000..b87f67a6d14
--- /dev/null
+++ b/apps/sim/tools/generated/tool-metadata.ts
@@ -0,0 +1,9 @@
+// Generated by scripts/sync-tool-metadata.ts — do not edit.
+// Regenerate with: bun run tool-metadata:generate
+
+/** Serializable metadata for every built-in tool, keyed by tool id. */
+const toolMetadata: Record<string, unknown> = JSON.parse(
+  '{"a2a_cancel_task":{"id":"a2a_cancel_task","name":"A2A Cancel Task","description":"Request cancellation of an in-progress A2A task.","version":"1.0.0","params":{"agentUrl":{"type":"string","required":true,"visibility":"user-only","description":"The A2A agent endpoint URL"},"taskId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The task ID to cancel"},"apiKey":{"type":"string","required":false,"visibility":"user-only","description":"API key for authentication (if required)"}}},"a2a_get_agent_card":{"id":"a2a_get_agent_card","name":"A2A Get Agent Card","description":"Fetch the Agent Card (discovery document) for an external A2A agent.","version":"1.0.0","params":{"agentUrl":{"type":"string","required":true,"visibility":"user-only","description":"The A2A agent endpoint URL"},"apiKey":{"type":"string","required":false,"visibility":"user-only","description":"API key for authentication (if required)"}}},"a2a_get_task":{"id":"a2a_get_task","name":"A2A Get Task","description":"Retrieve the current state and result of an A2A task.","version":"1.0.0","params":{"agentUrl":{"type":"string","required":true,"visibility":"user-only","description":"The A2A agent endpoint URL"},"taskId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The task ID to retrieve"},"historyLength":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of history messages to include"},"apiKey":{"type":"string","required":false,"visibility":"user-only","description":"API key for authentication (if required)"}}},"a2a_send_message":{"id":"a2a_send_message","name":"A2A Send Message","description":"Send a message to an external A2A agent and return its response.","version":"1.0.0","params":{"agentUrl":{"type":"string","required":true,"visibility":"user-only","description":"The A2A agent endpoint URL"},"message":{"type":"string","required":true,"visibility":"user-or-llm","description":"The message text to 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Example: \\"example.com\\""},"dateFrom":{"type":"string","required":true,"visibility":"user-only","description":"Start date of the historical period, in YYYY-MM-DD format"},"dateTo":{"type":"string","required":false,"visibility":"user-only","description":"End date of the historical period, in YYYY-MM-DD format (defaults to today)"},"volumeMode":{"type":"string","required":false,"visibility":"user-or-llm","description":"Search volume calculation: \\"monthly\\" or \\"average\\" (default: \\"monthly\\")"},"historyGrouping":{"type":"string","required":false,"visibility":"user-or-llm","description":"Time interval for grouping data points: \\"daily\\", \\"weekly\\", or \\"monthly\\" (default: \\"monthly\\")"},"country":{"type":"string","required":false,"visibility":"user-or-llm","description":"Country code for traffic data. Example: \\"us\\", \\"gb\\", \\"de\\" (default: \\"us\\")"},"mode":{"type":"string","required":false,"visibility":"user-or-llm","description":"Analysis mode: domain (entire domain), prefix (URL prefix), subdomains (include all subdomains, default), exact (exact URL match)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Ahrefs API Key"}}},"ahrefs_organic_competitors":{"id":"ahrefs_organic_competitors","name":"Ahrefs Organic Competitors","description":"Get domains that compete with a target domain or URL for the same organic keywords, ranked by keyword overlap.","version":"1.0.0","params":{"target":{"type":"string","required":true,"visibility":"user-or-llm","description":"The target domain or URL to analyze. Example: \\"example.com\\""},"country":{"type":"string","required":false,"visibility":"user-or-llm","description":"Country code for search results. Example: \\"us\\", \\"gb\\", \\"de\\" (default: \\"us\\")"},"mode":{"type":"string","required":false,"visibility":"user-or-llm","description":"Analysis mode: domain (entire domain), prefix (URL prefix), subdomains (include all subdomains, default), exact (exact URL match). Example: \\"domain\\""},"date":{"type":"string","required":false,"visibility":"user-only","description":"Date to report metrics on, in YYYY-MM-DD format (defaults to today)"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of results to return. Example: 50 (default: 1000)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Ahrefs API Key"}}},"ahrefs_organic_keywords":{"id":"ahrefs_organic_keywords","name":"Ahrefs Organic Keywords","description":"Get organic keywords that a target domain or URL ranks for in Google search results. Returns keyword details including search volume, ranking position, and estimated traffic.","version":"1.0.0","params":{"target":{"type":"string","required":true,"visibility":"user-or-llm","description":"The target domain or URL to analyze. Example: \\"example.com\\" or \\"https://example.com/page\\""},"country":{"type":"string","required":false,"visibility":"user-or-llm","description":"Country code for search results. Example: \\"us\\", \\"gb\\", \\"de\\" (default: \\"us\\")"},"mode":{"type":"string","required":false,"visibility":"user-or-llm","description":"Analysis mode: domain (entire domain), prefix (URL prefix), subdomains (include all subdomains, default), exact (exact URL match). Example: \\"domain\\""},"date":{"type":"string","required":false,"visibility":"user-only","description":"Date to report metrics on, in YYYY-MM-DD format (defaults to today)"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of results to return. Example: 50 (default: 1000)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Ahrefs API Key"}}},"ahrefs_paid_pages":{"id":"ahrefs_paid_pages","name":"Ahrefs Paid Pages","description":"Get a target domain\'s pages that receive paid search traffic, sorted by estimated paid traffic. Returns page URLs with their paid traffic, keyword counts, and estimated spend.","version":"1.0.0","params":{"target":{"type":"string","required":true,"visibility":"user-or-llm","description":"The target domain or URL to analyze. Example: \\"example.com\\""},"country":{"type":"string","required":false,"visibility":"user-or-llm","description":"Country code for traffic data. Example: \\"us\\", \\"gb\\", \\"de\\" (default: \\"us\\")"},"mode":{"type":"string","required":false,"visibility":"user-or-llm","description":"Analysis mode: domain (entire domain), prefix (URL prefix), subdomains (include all subdomains, default), exact (exact URL match)"},"date":{"type":"string","required":false,"visibility":"user-only","description":"Date to report metrics on, in YYYY-MM-DD format (defaults to today)"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of results to return. Example: 50 (default: 1000)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Ahrefs API Key"}}},"ahrefs_rank_tracker_competitors_overview":{"id":"ahrefs_rank_tracker_competitors_overview","name":"Ahrefs Rank Tracker Competitors Overview","description":"Get competitor rankings for the keywords tracked in an Ahrefs Rank Tracker project: each tracked keyword\'s volume and difficulty alongside every competitor\'s position, traffic, and traffic value. This endpoint is free and does not consume API units.","version":"1.0.0","params":{"projectId":{"type":"number","required":true,"visibility":"user-or-llm","description":"The Rank Tracker project ID (found in the project URL in Ahrefs)"},"date":{"type":"string","required":true,"visibility":"user-only","description":"Date to report rankings for, in YYYY-MM-DD format"},"device":{"type":"string","required":true,"visibility":"user-or-llm","description":"Rankings device type: \\"desktop\\" or \\"mobile\\""},"dateCompared":{"type":"string","required":false,"visibility":"user-only","description":"Comparison date in YYYY-MM-DD format, to compute position/traffic deltas"},"volumeMode":{"type":"string","required":false,"visibility":"user-or-llm","description":"Search volume calculation: \\"monthly\\" or \\"average\\" (default: \\"monthly\\")"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of results to return. Example: 50 (default: 1000)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Ahrefs API Key"}}},"ahrefs_rank_tracker_competitors_stats":{"id":"ahrefs_rank_tracker_competitors_stats","name":"Ahrefs Rank Tracker Competitors Stats","description":"Get aggregate competitor stats for an Ahrefs Rank Tracker project: each competitor\'s traffic, traffic value, average position, and share of voice across all tracked keywords. This endpoint is free and does not consume API units.","version":"1.0.0","params":{"projectId":{"type":"number","required":true,"visibility":"user-or-llm","description":"The Rank Tracker project ID (found in the project URL in Ahrefs)"},"date":{"type":"string","required":true,"visibility":"user-only","description":"Date to report metrics for, in YYYY-MM-DD format"},"device":{"type":"string","required":true,"visibility":"user-or-llm","description":"Rankings device type: \\"desktop\\" or \\"mobile\\""},"volumeMode":{"type":"string","required":false,"visibility":"user-or-llm","description":"Search volume calculation: \\"monthly\\" or \\"average\\" (default: \\"monthly\\")"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Ahrefs API Key"}}},"ahrefs_rank_tracker_overview":{"id":"ahrefs_rank_tracker_overview","name":"Ahrefs Rank Tracker Overview","description":"Get ranking overview metrics for the keywords tracked in an Ahrefs Rank Tracker project: position, search volume, keyword difficulty, and estimated traffic. This endpoint is free and does not consume API units.","version":"1.0.0","params":{"projectId":{"type":"number","required":true,"visibility":"user-or-llm","description":"The Rank Tracker project ID (found in the project URL in Ahrefs)"},"date":{"type":"string","required":true,"visibility":"user-only","description":"Date to report rankings for, in YYYY-MM-DD format"},"device":{"type":"string","required":true,"visibility":"user-or-llm","description":"Rankings device type: \\"desktop\\" or \\"mobile\\""},"dateCompared":{"type":"string","required":false,"visibility":"user-only","description":"Comparison date in YYYY-MM-DD format, to compute position/traffic deltas"},"volumeMode":{"type":"string","required":false,"visibility":"user-or-llm","description":"Search volume calculation: \\"monthly\\" or \\"average\\" (default: \\"monthly\\")"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of results to return. Example: 50 (default: 1000)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Ahrefs API Key"}}},"ahrefs_rank_tracker_serp_overview":{"id":"ahrefs_rank_tracker_serp_overview","name":"Ahrefs Rank Tracker SERP Overview","description":"Get the full SERP (search engine results page) for a keyword tracked in an Ahrefs Rank Tracker project, including every ranking URL with its position, title, and authority metrics. This endpoint is free and does not consume API units.","version":"1.0.0","params":{"projectId":{"type":"number","required":true,"visibility":"user-or-llm","description":"The Rank Tracker project ID (found in the project URL in Ahrefs)"},"keyword":{"type":"string","required":true,"visibility":"user-or-llm","description":"The tracked keyword to retrieve SERP data for"},"country":{"type":"string","required":true,"visibility":"user-or-llm","description":"Country code for the tracked keyword. Example: \\"us\\", \\"gb\\", \\"de\\""},"device":{"type":"string","required":true,"visibility":"user-or-llm","description":"Rankings device type: \\"desktop\\" or \\"mobile\\""},"topPositions":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of top organic positions to return (defaults to all available)"},"date":{"type":"string","required":false,"visibility":"user-only","description":"Timestamp to return the last available SERP Overview at, in YYYY-MM-DDThh:mm:ss format"},"locationId":{"type":"number","required":false,"visibility":"user-or-llm","description":"Location ID of the tracked keyword, if tracked at a specific location"},"languageCode":{"type":"string","required":false,"visibility":"user-or-llm","description":"Language code of the tracked keyword"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Ahrefs API Key"}}},"ahrefs_refdomains_history":{"id":"ahrefs_refdomains_history","name":"Ahrefs Referring Domains History","description":"Get the historical referring domains trend for a target domain or URL over a date range, grouped daily, weekly, or monthly.","version":"1.0.0","params":{"target":{"type":"string","required":true,"visibility":"user-or-llm","description":"The target domain or URL to analyze. Example: \\"example.com\\""},"dateFrom":{"type":"string","required":true,"visibility":"user-only","description":"Start date of the historical period, in YYYY-MM-DD format"},"dateTo":{"type":"string","required":false,"visibility":"user-only","description":"End date of the historical period, in YYYY-MM-DD format (defaults to today)"},"historyGrouping":{"type":"string","required":false,"visibility":"user-or-llm","description":"Time interval for grouping data points: \\"daily\\", \\"weekly\\", or \\"monthly\\" (default: \\"monthly\\")"},"mode":{"type":"string","required":false,"visibility":"user-or-llm","description":"Analysis mode: domain (entire domain), prefix (URL prefix), subdomains (include all subdomains, default), exact (exact URL match)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Ahrefs API Key"}}},"ahrefs_referring_domains":{"id":"ahrefs_referring_domains","name":"Ahrefs Referring Domains","description":"Get a list of domains that link to a target domain or URL. Returns unique referring domains with their domain rating, backlink counts, and discovery dates.","version":"1.0.0","params":{"target":{"type":"string","required":true,"visibility":"user-or-llm","description":"The target domain or URL to analyze. Example: \\"example.com\\" or \\"https://example.com/page\\""},"mode":{"type":"string","required":false,"visibility":"user-or-llm","description":"Analysis mode: domain (entire domain), prefix (URL prefix), subdomains (include all subdomains, default), exact (exact URL match). Example: \\"domain\\""},"history":{"type":"string","required":false,"visibility":"user-or-llm","description":"Historical scope: \\"live\\" (currently live), \\"all_time\\" (default, includes lost domains), or \\"since:YYYY-MM-DD\\" (domains found since a date)."},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of results to return. Example: 50 (default: 1000)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Ahrefs API Key"}}},"ahrefs_related_terms":{"id":"ahrefs_related_terms","name":"Ahrefs Related Terms","description":"Get keyword ideas related to a seed keyword: terms the same top-ranking pages also rank for (\\"also rank for\\") or also discuss (\\"also talk about\\"), with volume, difficulty, and CPC.","version":"1.0.0","params":{"keyword":{"type":"string","required":true,"visibility":"user-or-llm","description":"The seed keyword to find related terms for"},"country":{"type":"string","required":false,"visibility":"user-or-llm","description":"Country code for keyword data. Example: \\"us\\", \\"gb\\", \\"de\\" (default: \\"us\\")"},"terms":{"type":"string","required":false,"visibility":"user-or-llm","description":"Type of related keywords to return: \\"also_rank_for\\", \\"also_talk_about\\", or \\"all\\" (default: \\"all\\")"},"viewFor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Whether to derive related terms from the top 10 or top 100 ranking pages (default: \\"top_10\\")"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of results to return. Example: 50 (default: 1000)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Ahrefs API Key"}}},"ahrefs_site_audit_page_explorer":{"id":"ahrefs_site_audit_page_explorer","name":"Ahrefs Site Audit Page Explorer","description":"Get crawled pages from an Ahrefs Site Audit project with health and SEO metrics: HTTP status, title, link counts, backlinks, indexability, and traffic. Optionally filter to pages affected by a specific issue.","version":"1.0.0","params":{"projectId":{"type":"number","required":true,"visibility":"user-or-llm","description":"The Site Audit project ID (found in the project URL in Ahrefs)"},"date":{"type":"string","required":false,"visibility":"user-only","description":"Crawl date in YYYY-MM-DDThh:mm:ss format (defaults to the most recent crawl)"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of results to return. Example: 50 (default: 1000)"},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to skip, for pagination"},"issueId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Only return pages affected by this issue ID"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Ahrefs API Key"}}},"ahrefs_top_pages":{"id":"ahrefs_top_pages","name":"Ahrefs Top Pages","description":"Get the top pages of a target domain sorted by organic traffic. Returns page URLs with their traffic, keyword counts, and estimated traffic value.","version":"1.0.0","params":{"target":{"type":"string","required":true,"visibility":"user-or-llm","description":"The target domain to analyze. Example: \\"example.com\\""},"country":{"type":"string","required":false,"visibility":"user-or-llm","description":"Country code for traffic data. Example: \\"us\\", \\"gb\\", \\"de\\" (default: \\"us\\")"},"mode":{"type":"string","required":false,"visibility":"user-or-llm","description":"Analysis mode: domain (entire domain), prefix (URL prefix), subdomains (include all subdomains, default), exact (exact URL match). Example: \\"domain\\""},"date":{"type":"string","required":false,"visibility":"user-only","description":"Date to report metrics on, in YYYY-MM-DD format (defaults to today)"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of results to return. Example: 50 (default: 1000)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Ahrefs API Key"}}},"airtable_create_records":{"id":"airtable_create_records","name":"Airtable Create Records","description":"Write new records to an Airtable table","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token"},"baseId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Airtable base ID (starts with \\"app\\", e.g., \\"appXXXXXXXXXXXXXX\\")"},"tableId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Table ID (starts with \\"tbl\\") or table name"},"records":{"type":"json","required":true,"visibility":"user-or-llm","description":"Array of records to create, each with a `fields` object"},"typecast":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"When true, Airtable automatically converts string values to the field type"}},"oauth":{"required":true,"provider":"airtable"}},"airtable_delete_records":{"id":"airtable_delete_records","name":"Airtable Delete Records","description":"Delete one or more records from an Airtable table by ID","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token"},"baseId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Airtable base ID (starts with \\"app\\", e.g., \\"appXXXXXXXXXXXXXX\\")"},"tableId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Table ID (starts with \\"tbl\\") or table name"},"recordIds":{"type":"json","required":true,"visibility":"user-or-llm","description":"Array of record IDs to delete (each starts with \\"rec\\", e.g., [\\"recXXXXXXXXXXXXXX\\"]). Pass a single-element array to delete one record."}},"oauth":{"required":true,"provider":"airtable"}},"airtable_get_base_schema":{"id":"airtable_get_base_schema","name":"Airtable Get Base Schema","description":"Get the schema of all tables, fields, and views in an Airtable base","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token"},"baseId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Airtable base ID (starts with \\"app\\", e.g., \\"appXXXXXXXXXXXXXX\\")"}},"oauth":{"required":true,"provider":"airtable"}},"airtable_get_record":{"id":"airtable_get_record","name":"Airtable Get Record","description":"Retrieve a single record from an Airtable table by its ID","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token"},"baseId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Airtable base ID (starts with \\"app\\", e.g., \\"appXXXXXXXXXXXXXX\\")"},"tableId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Table ID (starts with \\"tbl\\") or table name"},"recordId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Record ID to retrieve (starts with \\"rec\\", e.g., \\"recXXXXXXXXXXXXXX\\")"}},"oauth":{"required":true,"provider":"airtable"}},"airtable_list_bases":{"id":"airtable_list_bases","name":"Airtable List Bases","description":"List all bases the authenticated user has access to","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token"},"offset":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination offset for retrieving additional bases"}},"oauth":{"required":true,"provider":"airtable"}},"airtable_list_records":{"id":"airtable_list_records","name":"Airtable List Records","description":"Read records from an Airtable table","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token"},"baseId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Airtable base ID (starts with \\"app\\", e.g., \\"appXXXXXXXXXXXXXX\\")"},"tableId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Table ID (starts with \\"tbl\\") or table name"},"maxRecords":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of records to return (default: all records)"},"filterFormula":{"type":"string","required":false,"visibility":"user-or-llm","description":"Formula to filter records (e.g., \\"({Field Name} = \'Value\')\\")"}},"oauth":{"required":true,"provider":"airtable"}},"airtable_list_tables":{"id":"airtable_list_tables","name":"Airtable List Tables","description":"List all tables and their schema in an Airtable base","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token"},"baseId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Airtable base ID (starts with \\"app\\", e.g., \\"appXXXXXXXXXXXXXX\\")"}},"oauth":{"required":true,"provider":"airtable"}},"airtable_update_multiple_records":{"id":"airtable_update_multiple_records","name":"Airtable Update Multiple Records","description":"Update multiple existing records in an Airtable table","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token"},"baseId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Airtable base ID (starts with \\"app\\", e.g., \\"appXXXXXXXXXXXXXX\\")"},"tableId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Table ID (starts with \\"tbl\\") or table name"},"records":{"type":"json","required":true,"visibility":"user-or-llm","description":"Array of records to update, each with an `id` and a `fields` object"},"typecast":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"When true, Airtable automatically converts string values to the field type"}},"oauth":{"required":true,"provider":"airtable"}},"airtable_update_record":{"id":"airtable_update_record","name":"Airtable Update Record","description":"Update an existing record in an Airtable table by ID","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token"},"baseId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Airtable base ID (starts with \\"app\\", e.g., \\"appXXXXXXXXXXXXXX\\")"},"tableId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Table ID (starts with \\"tbl\\") or table name"},"recordId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Record ID to update (starts with \\"rec\\", e.g., \\"recXXXXXXXXXXXXXX\\")"},"fields":{"type":"json","required":true,"visibility":"user-or-llm","description":"An object containing the field names and their new values"},"typecast":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"When true, Airtable automatically converts string values to the field type"}},"oauth":{"required":true,"provider":"airtable"}},"airtable_upsert_records":{"id":"airtable_upsert_records","name":"Airtable Upsert Records","description":"Update existing records or create new ones in an Airtable table, matching on the specified merge fields","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token"},"baseId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Airtable base ID (starts with \\"app\\", e.g., \\"appXXXXXXXXXXXXXX\\")"},"tableId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Table ID (starts with \\"tbl\\") or table name"},"records":{"type":"json","required":true,"visibility":"user-or-llm","description":"Array of records to upsert, each with a `fields` object"},"fieldsToMergeOn":{"type":"json","required":true,"visibility":"user-or-llm","description":"Array of field names used to match existing records (max 3). A record is updated when all merge fields match, otherwise it is created. Example: [\\"Name\\"]"},"typecast":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"When true, Airtable automatically converts string values to the field type"}},"oauth":{"required":true,"provider":"airtable"}},"airweave_search":{"id":"airweave_search","name":"Airweave Search","description":"Search your synced data collections using Airweave. Supports semantic search with hybrid, neural, or keyword retrieval strategies. Optionally generate AI-powered answers from search results.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Airweave API Key for authentication"},"collectionId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The readable ID of the collection to search"},"query":{"type":"string","required":true,"visibility":"user-or-llm","description":"The search query text"},"limit":{"type":"number","required":false,"visibility":"user-only","description":"Maximum number of results to return (default: 100)"},"retrievalStrategy":{"type":"string","required":false,"visibility":"user-or-llm","description":"Retrieval strategy: hybrid (default), neural, or keyword"},"expandQuery":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Generate query variations to improve recall"},"rerank":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Reorder results for improved relevance using LLM"},"generateAnswer":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Generate a natural-language answer to the query"}}},"algolia_add_record":{"id":"algolia_add_record","name":"Algolia Add Record","description":"Add or replace a record in an Algolia index","version":"1.0","params":{"applicationId":{"type":"string","required":true,"visibility":"user-only","description":"Algolia Application ID"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Algolia Admin API Key"},"indexName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name of the Algolia index"},"objectID":{"type":"string","required":false,"visibility":"user-or-llm","description":"Object ID for the record (auto-generated if not provided)"},"record":{"type":"json","required":true,"visibility":"user-or-llm","description":"JSON object representing the record to add"}}},"algolia_batch_operations":{"id":"algolia_batch_operations","name":"Algolia Batch Operations","description":"Perform batch add, update, partial update, or delete operations on records in an Algolia index","version":"1.0","params":{"applicationId":{"type":"string","required":true,"visibility":"user-only","description":"Algolia Application ID"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Algolia Admin API Key"},"indexName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name of the Algolia index"},"requests":{"type":"json","required":true,"visibility":"user-or-llm","description":"Array of batch operations. 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Not available for EU data-residency projects.","version":"1.0.0","params":{"secretKey":{"type":"string","required":true,"visibility":"user-only","description":"Amplitude Secret Key"},"userId":{"type":"string","required":false,"visibility":"user-or-llm","description":"External user ID (required if no device_id)"},"deviceId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Device ID (required if no user_id)"},"getAmpProps":{"type":"string","required":false,"visibility":"user-or-llm","description":"Include Amplitude user properties (true/false, default: false)"},"getCohortIds":{"type":"string","required":false,"visibility":"user-or-llm","description":"Include cohort IDs the user belongs to (true/false, default: false)"},"getComputations":{"type":"string","required":false,"visibility":"user-or-llm","description":"Include computed user properties (true/false, default: false)"}}},"amplitude_user_search":{"id":"amplitude_user_search","name":"Amplitude User Search","description":"Search for a user by User ID, Device ID, or Amplitude ID using the Dashboard REST API.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Amplitude API Key"},"secretKey":{"type":"string","required":true,"visibility":"user-only","description":"Amplitude Secret Key"},"user":{"type":"string","required":true,"visibility":"user-or-llm","description":"User ID, Device ID, or Amplitude ID to search for"},"dataResidency":{"type":"string","required":false,"visibility":"user-or-llm","description":"Data residency region: \\"us\\" (default) or \\"eu\\""}}},"apify_get_dataset_items":{"id":"apify_get_dataset_items","name":"APIFY Get Dataset Items","description":"Retrieve items stored in an APIFY dataset","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"APIFY API token from console.apify.com/account#/integrations"},"datasetId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Dataset ID to read items from. 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Example: \\"HG7ML7M8z78YcAPEB\\""}}},"apify_run_actor_async":{"id":"apify_run_actor_async","name":"APIFY Run Actor (Async)","description":"Run an APIFY actor asynchronously with polling for long-running tasks","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"APIFY API token from console.apify.com/account#/integrations"},"actorId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Actor ID or username/actor-name. Examples: \\"apify/web-scraper\\", \\"janedoe/my-actor\\", \\"moJRLRc85AitArpNN\\""},"input":{"type":"string","required":false,"visibility":"user-or-llm","description":"Actor input as JSON string. Example: {\\"startUrls\\": [{\\"url\\": \\"https://example.com\\"}], \\"maxPages\\": 10}"},"waitForFinish":{"type":"number","required":false,"visibility":"user-or-llm","description":"Initial wait time in seconds (0-60) before polling starts. Example: 30"},"itemLimit":{"type":"number","required":false,"default":100,"visibility":"user-or-llm","description":"Max dataset items to fetch (1-250000). Default: 100. Example: 500"},"memory":{"type":"number","required":false,"visibility":"user-or-llm","description":"Memory in megabytes allocated for the actor run (128-32768). Example: 1024 for 1GB, 2048 for 2GB"},"timeout":{"type":"number","required":false,"visibility":"user-or-llm","description":"Timeout in seconds for the actor run. Example: 300 for 5 minutes, 3600 for 1 hour"},"build":{"type":"string","required":false,"visibility":"user-or-llm","description":"Actor build to run. Examples: \\"latest\\", \\"beta\\", \\"1.2.3\\", \\"build-tag-name\\""}}},"apify_run_actor_sync":{"id":"apify_run_actor_sync","name":"APIFY Run Actor (Sync)","description":"Run an APIFY actor synchronously and get results (max 5 minutes)","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"APIFY API token from console.apify.com/account#/integrations"},"actorId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Actor ID or username/actor-name. Examples: \\"apify/web-scraper\\", \\"janedoe/my-actor\\", \\"moJRLRc85AitArpNN\\""},"input":{"type":"string","required":false,"visibility":"user-or-llm","description":"Actor input as JSON string. Example: {\\"startUrls\\": [{\\"url\\": \\"https://example.com\\"}], \\"maxPages\\": 10}"},"memory":{"type":"number","required":false,"visibility":"user-or-llm","description":"Memory in megabytes allocated for the actor run (128-32768). Example: 1024 for 1GB, 2048 for 2GB"},"timeout":{"type":"number","required":false,"visibility":"user-or-llm","description":"Timeout in seconds for the actor run. Example: 300 for 5 minutes, 3600 for 1 hour"},"build":{"type":"string","required":false,"visibility":"user-or-llm","description":"Actor build to run. Examples: \\"latest\\", \\"beta\\", \\"1.2.3\\", \\"build-tag-name\\""}}},"apify_run_task":{"id":"apify_run_task","name":"APIFY Run Task","description":"Run a saved APIFY actor task synchronously and get dataset items (max 5 minutes)","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"APIFY API token from console.apify.com/account#/integrations"},"taskId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Task ID or username/task-name. Examples: \\"janedoe/my-task\\", \\"moJRLRc85AitArpNN\\""},"input":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON string that overrides the task\'s saved input. Example: {\\"startUrls\\": [{\\"url\\": \\"https://example.com\\"}]}"},"itemLimit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Max dataset items to return (1-250000). Example: 500"},"memory":{"type":"number","required":false,"visibility":"user-or-llm","description":"Memory in megabytes allocated for the run (128-32768). Example: 1024 for 1GB"},"timeout":{"type":"number","required":false,"visibility":"user-or-llm","description":"Timeout in seconds for the run. Example: 300 for 5 minutes"},"build":{"type":"string","required":false,"visibility":"user-or-llm","description":"Actor build to run. Examples: \\"latest\\", \\"beta\\", \\"1.2.3\\""}}},"apollo_account_bulk_create":{"id":"apollo_account_bulk_create","name":"Apollo Bulk Create Accounts","description":"Create up to 100 accounts at once in your Apollo database. Set run_dedupe=true to deduplicate by domain, organization_id, and name. Master key required.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Apollo API key (master key required)"},"accounts":{"type":"array","required":true,"visibility":"user-or-llm","description":"Array of accounts to create (max 100). 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Master key required.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Apollo API key (master key required)"},"account_ids":{"type":"array","required":false,"visibility":"user-or-llm","description":"Array of account IDs to update with the same values (max 1000). Use with name/owner_id for uniform updates. Use either this OR account_attributes."},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"When using account_ids, apply this name to all accounts"},"owner_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"When using account_ids, apply this owner to all accounts"},"account_stage_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"When using account_ids, apply this account stage to all accounts"},"account_attributes":{"type":"json","required":false,"visibility":"user-or-llm","description":"Array of account objects with individual updates (each must include id). Example: [{\\"id\\": \\"acc1\\", \\"name\\": \\"Acme\\", \\"owner_id\\": \\"u1\\", \\"account_stage_id\\": \\"s1\\", \\"typed_custom_fields\\": {\\"field_id\\": \\"value\\"}}]"},"async":{"type":"boolean","required":false,"visibility":"user-only","description":"When true, processes the update asynchronously. Only supported when using account_ids; returns 422 if used with account_attributes."}}},"apollo_account_create":{"id":"apollo_account_create","name":"Apollo Create Account","description":"Create a new account (company) in your Apollo database","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Apollo API key (master key required)"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Company name (e.g., \\"Acme Corporation\\")"},"domain":{"type":"string","required":false,"visibility":"user-or-llm","description":"Company domain without www. prefix (e.g., \\"acme.com\\")"},"phone":{"type":"string","required":false,"visibility":"user-or-llm","description":"Primary phone number for the account"},"owner_id":{"type":"string","required":false,"visibility":"user-only","description":"Apollo user ID of the account owner"},"account_stage_id":{"type":"string","required":false,"visibility":"user-only","description":"Apollo ID for the account stage to assign this account to"},"raw_address":{"type":"string","required":false,"visibility":"user-or-llm","description":"Corporate location (e.g., \\"San Francisco, CA, USA\\")"},"typed_custom_fields":{"type":"json","required":false,"visibility":"user-only","description":"Custom field values as { custom_field_id: value } map"}}},"apollo_account_search":{"id":"apollo_account_search","name":"Apollo Search Accounts","description":"Search your team\'s accounts in Apollo. Display limit: 50,000 records (100 records per page, 500 pages max). Use filters to narrow results. Master key required.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Apollo API key (master key required)"},"q_organization_name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter accounts by organization name (partial-match search)"},"account_stage_ids":{"type":"array","required":false,"visibility":"user-only","description":"Filter by account stage IDs"},"account_label_ids":{"type":"array","required":false,"visibility":"user-only","description":"Filter by account label IDs"},"sort_by_field":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort field: \\"account_last_activity_date\\", \\"account_created_at\\", or \\"account_updated_at\\""},"sort_ascending":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Sort ascending when true. Defaults to descending."},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number for pagination (e.g., 1, 2, 3)"},"per_page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Results per page, max 100 (e.g., 25, 50, 100)"}}},"apollo_account_update":{"id":"apollo_account_update","name":"Apollo Update Account","description":"Update an existing account in your Apollo database","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Apollo API key"},"account_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the account to update (e.g., \\"acc_abc123\\")"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Company name (e.g., \\"Acme Corporation\\")"},"domain":{"type":"string","required":false,"visibility":"user-or-llm","description":"Company domain (e.g., \\"acme.com\\")"},"phone":{"type":"string","required":false,"visibility":"user-or-llm","description":"Company phone number"},"owner_id":{"type":"string","required":false,"visibility":"user-only","description":"Apollo user ID of the account owner"},"account_stage_id":{"type":"string","required":false,"visibility":"user-only","description":"Apollo ID for the account stage to assign this account to"},"raw_address":{"type":"string","required":false,"visibility":"user-or-llm","description":"Corporate location (e.g., \\"San Francisco, CA, USA\\")"},"typed_custom_fields":{"type":"json","required":false,"visibility":"user-only","description":"Custom field values as { custom_field_id: value } map"}}},"apollo_contact_bulk_create":{"id":"apollo_contact_bulk_create","name":"Apollo Bulk Create Contacts","description":"Create up to 100 contacts at once in your Apollo database. Supports deduplication to prevent creating duplicate contacts. Master key required.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Apollo API key (master key required)"},"contacts":{"type":"array","required":true,"visibility":"user-or-llm","description":"Array of contacts to create (max 100). Each contact may include first_name, last_name, email, title, organization_name, account_id, owner_id, contact_stage_id, linkedin_url, phone (single string) or phone_numbers (array of {raw_number, position}), contact_emails, typed_custom_fields, and CRM IDs (salesforce_contact_id, hubspot_id, team_id) for cross-system matching"},"append_label_names":{"type":"array","required":false,"visibility":"user-or-llm","description":"Label names to add to all contacts in this request (e.g., [\\"Hot Lead\\"])"},"run_dedupe":{"type":"boolean","required":false,"visibility":"user-only","description":"Enable deduplication to prevent creating duplicate contacts. When true, existing contacts are returned without modification"}}},"apollo_contact_bulk_update":{"id":"apollo_contact_bulk_update","name":"Apollo Bulk Update Contacts","description":"Update up to 100 existing contacts at once in your Apollo database. Each contact must include an id field. Master key required.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Apollo API key (master key required)"},"contact_ids":{"type":"array","required":false,"visibility":"user-or-llm","description":"Array of contact IDs to update. Must be paired with an object-form contact_attributes specifying the fields to apply uniformly to all listed contacts."},"contact_attributes":{"type":"json","required":false,"visibility":"user-or-llm","description":"Required. Either an array of per-contact updates (each with id) — used standalone — or a single object of attributes to apply to all contact_ids. Supported fields: owner_id, email, organization_name, title, first_name, last_name, account_id, present_raw_address, linkedin_url, typed_custom_fields"},"async":{"type":"boolean","required":false,"visibility":"user-only","description":"Force asynchronous processing. Automatically enabled for >100 contacts"}}},"apollo_contact_create":{"id":"apollo_contact_create","name":"Apollo Create Contact","description":"Create a new contact in your Apollo database","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Apollo API key"},"first_name":{"type":"string","required":true,"visibility":"user-or-llm","description":"First name of the contact"},"last_name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Last name of the contact"},"email":{"type":"string","required":false,"visibility":"user-or-llm","description":"Email address of the contact"},"title":{"type":"string","required":false,"visibility":"user-or-llm","description":"Job title (e.g., \\"VP of Sales\\", \\"Software Engineer\\")"},"account_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"Apollo account ID to associate with (e.g., \\"acc_abc123\\")"},"owner_id":{"type":"string","required":false,"visibility":"user-only","description":"User ID of the contact owner (accepted by Apollo but not officially documented for POST /contacts)"},"organization_name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Name of the contact\'s employer (e.g., \\"Apollo\\")"},"website_url":{"type":"string","required":false,"visibility":"user-or-llm","description":"Corporate website URL (e.g., \\"https://www.apollo.io/\\")"},"label_names":{"type":"array","required":false,"visibility":"user-or-llm","description":"Lists/labels to add the contact to (e.g., [\\"Prospects\\"])"},"contact_stage_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"Apollo ID for the contact stage"},"present_raw_address":{"type":"string","required":false,"visibility":"user-or-llm","description":"Personal location for the contact (e.g., \\"Atlanta, United States\\")"},"direct_phone":{"type":"string","required":false,"visibility":"user-or-llm","description":"Primary phone number"},"corporate_phone":{"type":"string","required":false,"visibility":"user-or-llm","description":"Work/office phone number"},"mobile_phone":{"type":"string","required":false,"visibility":"user-or-llm","description":"Mobile phone number"},"home_phone":{"type":"string","required":false,"visibility":"user-or-llm","description":"Home phone number"},"other_phone":{"type":"string","required":false,"visibility":"user-or-llm","description":"Alternative phone number"},"typed_custom_fields":{"type":"json","required":false,"visibility":"user-or-llm","description":"Custom field values keyed by custom field ID"},"run_dedupe":{"type":"boolean","required":false,"visibility":"user-only","description":"When true, Apollo deduplicates against existing contacts"}}},"apollo_contact_search":{"id":"apollo_contact_search","name":"Apollo Search Contacts","description":"Search your team\'s contacts in Apollo","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Apollo API key"},"q_keywords":{"type":"string","required":false,"visibility":"user-or-llm","description":"Keywords to search for"},"contact_stage_ids":{"type":"array","required":false,"visibility":"user-only","description":"Filter by contact stage IDs"},"contact_label_ids":{"type":"array","required":false,"visibility":"user-only","description":"Filter by Apollo label IDs (lists)"},"sort_by_field":{"type":"string","required":false,"visibility":"user-only","description":"Sort field: contact_last_activity_date, contact_email_last_opened_at, contact_email_last_clicked_at, contact_created_at, or contact_updated_at"},"sort_ascending":{"type":"boolean","required":false,"visibility":"user-only","description":"When true, sort ascending. Must be used together with sort_by_field"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number for pagination (e.g., 1, 2, 3)"},"per_page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Results per page, max 100 (e.g., 25, 50, 100)"}}},"apollo_contact_update":{"id":"apollo_contact_update","name":"Apollo Update Contact","description":"Update an existing contact in your Apollo database","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Apollo API key"},"contact_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the contact to update (e.g., \\"con_abc123\\")"},"first_name":{"type":"string","required":false,"visibility":"user-or-llm","description":"First name of the contact"},"last_name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Last name of the contact"},"email":{"type":"string","required":false,"visibility":"user-or-llm","description":"Email address"},"title":{"type":"string","required":false,"visibility":"user-or-llm","description":"Job title (e.g., \\"VP of Sales\\", \\"Software Engineer\\")"},"account_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"Apollo account ID (e.g., \\"acc_abc123\\")"},"owner_id":{"type":"string","required":false,"visibility":"user-only","description":"User ID of the contact owner (accepted by Apollo but not officially documented for PATCH /contacts/{id})"},"organization_name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Name of the contact\'s employer (e.g., \\"Apollo\\")"},"website_url":{"type":"string","required":false,"visibility":"user-or-llm","description":"Corporate website URL (e.g., \\"https://www.apollo.io/\\")"},"label_names":{"type":"array","required":false,"visibility":"user-or-llm","description":"Lists/labels to add the 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Optionally specify interview plan, stage, source, and credited user.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Ashby API Key"},"candidateId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The UUID of the candidate to consider for the job"},"jobId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The UUID of the job to consider the candidate for"},"interviewPlanId":{"type":"string","required":false,"visibility":"user-or-llm","description":"UUID of the interview plan to use (defaults to the job default plan)"},"interviewStageId":{"type":"string","required":false,"visibility":"user-or-llm","description":"UUID of the interview stage to place the application in (defaults to first Lead stage)"},"sourceId":{"type":"string","required":false,"visibility":"user-or-llm","description":"UUID of the source to set on the application"},"creditedToUserId":{"type":"string","required":false,"visibility":"user-or-llm","description":"UUID of the user the application is credited to"},"createdAt":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO 8601 timestamp to set as the application creation date (defaults to now)"}}},"ashby_create_candidate":{"id":"ashby_create_candidate","name":"Ashby Create Candidate","description":"Creates a new candidate record in Ashby.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Ashby API Key"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"The candidate full name"},"email":{"type":"string","required":false,"visibility":"user-or-llm","description":"Primary email address for the candidate"},"phoneNumber":{"type":"string","required":false,"visibility":"user-or-llm","description":"Primary phone number for the candidate"},"linkedInUrl":{"type":"string","required":false,"visibility":"user-or-llm","description":"LinkedIn profile URL"},"githubUrl":{"type":"string","required":false,"visibility":"user-or-llm","description":"GitHub profile URL"},"website":{"type":"string","required":false,"visibility":"user-or-llm","description":"Personal website URL"},"sourceId":{"type":"string","required":false,"visibility":"user-or-llm","description":"UUID of the source to attribute the candidate to"},"creditedToUserId":{"type":"string","required":false,"visibility":"user-or-llm","description":"UUID of the Ashby user to credit with sourcing this candidate"},"createdAt":{"type":"string","required":false,"visibility":"user-or-llm","description":"Backdated creation timestamp in ISO 8601 (e.g. 2024-01-01T00:00:00Z). Defaults to now."},"alternateEmailAddresses":{"type":"json","required":false,"visibility":"user-or-llm","description":"Array of additional email address strings to add to the candidate, e.g. [\\"a@x.com\\",\\"b@y.com\\"]"}}},"ashby_create_note":{"id":"ashby_create_note","name":"Ashby Create Note","description":"Creates a note on a candidate in Ashby. Supports plain text and HTML content (bold, italic, underline, links, lists, code).","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Ashby API Key"},"candidateId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The UUID of the candidate to add the note to"},"note":{"type":"string","required":true,"visibility":"user-or-llm","description":"The note content. If noteType is text/html, supports: <b>, <i>, <u>, <a>, <ul>, <ol>, <li>, <code>, <pre>"},"noteType":{"type":"string","required":false,"visibility":"user-or-llm","description":"Content type of the note: text/plain (default) or text/html"},"sendNotifications":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to send notifications to subscribed users (default false)"},"isPrivate":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the note is private (only visible to the author)"},"createdAt":{"type":"string","required":false,"visibility":"user-or-llm","description":"Backdated creation timestamp in ISO 8601 (e.g. 2024-01-01T00:00:00Z). Defaults to now."}}},"ashby_get_application":{"id":"ashby_get_application","name":"Ashby Get Application","description":"Retrieves full details about a single application by its ID.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Ashby API Key"},"applicationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The UUID of the application to fetch"}}},"ashby_get_candidate":{"id":"ashby_get_candidate","name":"Ashby Get Candidate","description":"Retrieves full details about a single candidate by their ID.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Ashby API Key"},"candidateId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The UUID of the candidate to fetch"}}},"ashby_get_job":{"id":"ashby_get_job","name":"Ashby Get Job","description":"Retrieves full details about a single job by its ID.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Ashby API Key"},"jobId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The UUID of the job to fetch"}}},"ashby_get_job_posting":{"id":"ashby_get_job_posting","name":"Ashby Get Job Posting","description":"Retrieves full details about a single job posting by its ID.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Ashby API Key"},"jobPostingId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The UUID of the job posting to fetch"},"jobBoardId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Optional job board UUID. If omitted, returns posting for the external job board."},"expandJob":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to expand and include the related job object in the response"}}},"ashby_get_offer":{"id":"ashby_get_offer","name":"Ashby Get Offer","description":"Retrieves full details about a single offer by its ID.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Ashby API Key"},"offerId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The UUID of the offer to fetch"}}},"ashby_list_applications":{"id":"ashby_list_applications","name":"Ashby List Applications","description":"Lists all applications in an Ashby organization with pagination and optional filters for status, job, and creation date.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Ashby API 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token from a previous response to fetch only changed results"},"perPage":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (default 100)"}}},"ashby_list_candidates":{"id":"ashby_list_candidates","name":"Ashby List Candidates","description":"Lists all candidates in an Ashby organization with cursor-based pagination.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Ashby API Key"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Opaque pagination cursor from a previous response nextCursor value"},"perPage":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (default 100)"},"createdAfter":{"type":"string","required":false,"visibility":"user-or-llm","description":"Only return candidates created after this ISO 8601 timestamp (e.g. 2024-01-01T00:00:00Z)"}}},"ashby_list_custom_fields":{"id":"ashby_list_custom_fields","name":"Ashby List Custom Fields","description":"Lists all custom field definitions configured in Ashby.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Ashby API Key"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Opaque pagination cursor from a previous response nextCursor value"},"perPage":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (default and max 100)"},"syncToken":{"type":"string","required":false,"visibility":"user-or-llm","description":"Opaque token from a prior sync to fetch only items changed since then"},"includeArchived":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"When true, includes archived custom fields in results (default false)"}}},"ashby_list_departments":{"id":"ashby_list_departments","name":"Ashby List Departments","description":"Lists all departments in Ashby.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Ashby API Key"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Opaque pagination cursor from a previous response nextCursor value"},"perPage":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (default and max 100)"},"syncToken":{"type":"string","required":false,"visibility":"user-or-llm","description":"Opaque token from a prior sync to fetch only items changed since then"},"includeArchived":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"When true, includes archived departments in results (default false)"}}},"ashby_list_interviews":{"id":"ashby_list_interviews","name":"Ashby List Interview Schedules","description":"Lists interview schedules in Ashby, optionally filtered by application or interview stage.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Ashby API Key"},"applicationId":{"type":"string","required":false,"visibility":"user-or-llm","description":"The UUID of the application to list interview schedules for"},"interviewStageId":{"type":"string","required":false,"visibility":"user-or-llm","description":"The UUID of the interview stage to list interview schedules for"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Opaque pagination cursor from a previous response nextCursor value"},"perPage":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (default 100)"},"createdAfter":{"type":"string","required":false,"visibility":"user-or-llm","description":"Only return interview schedules created after this ISO 8601 timestamp (e.g. 2024-01-01T00:00:00Z)"}}},"ashby_list_job_postings":{"id":"ashby_list_job_postings","name":"Ashby List Job Postings","description":"Lists all job postings in Ashby.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Ashby API Key"},"location":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by location name (case sensitive)"},"department":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by department name (case sensitive)"},"listedOnly":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"When true, only returns listed (publicly visible) job postings (default false)"},"jobBoardId":{"type":"string","required":false,"visibility":"user-or-llm","description":"UUID of a specific job board to filter postings to. If omitted, returns postings on the primary external job board."}}},"ashby_list_jobs":{"id":"ashby_list_jobs","name":"Ashby List Jobs","description":"Lists all jobs in an Ashby organization. By default returns Open, Closed, and Archived jobs. Specify status to filter.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Ashby API Key"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Opaque pagination cursor from a previous response nextCursor value"},"perPage":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (default 100)"},"status":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by job status: Open, Closed, Archived, or Draft"},"createdAfter":{"type":"string","required":false,"visibility":"user-or-llm","description":"Only return jobs created after this ISO 8601 timestamp (e.g. 2024-01-01T00:00:00Z)"},"openedAfter":{"type":"string","required":false,"visibility":"user-or-llm","description":"Only return jobs opened after this ISO 8601 timestamp"},"openedBefore":{"type":"string","required":false,"visibility":"user-or-llm","description":"Only return jobs opened before this ISO 8601 timestamp"},"closedAfter":{"type":"string","required":false,"visibility":"user-or-llm","description":"Only return jobs closed after this ISO 8601 timestamp"},"closedBefore":{"type":"string","required":false,"visibility":"user-or-llm","description":"Only return jobs closed before this ISO 8601 timestamp"}}},"ashby_list_locations":{"id":"ashby_list_locations","name":"Ashby List Locations","description":"Lists all locations configured in Ashby.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Ashby API Key"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Opaque pagination cursor from a previous response nextCursor value"},"perPage":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (default and max 100)"},"syncToken":{"type":"string","required":false,"visibility":"user-or-llm","description":"Opaque token from a prior sync to fetch only items changed since then"},"includeArchived":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"When true, includes archived locations in results (default false)"},"includeLocationHierarchy":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"When true, includes location hierarchy components/regions (default false)"}}},"ashby_list_notes":{"id":"ashby_list_notes","name":"Ashby List Notes","description":"Lists all notes on a candidate with pagination support.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Ashby API Key"},"candidateId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The UUID of the candidate to list notes for"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Opaque pagination cursor from a previous response nextCursor value"},"perPage":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page"}}},"ashby_list_offers":{"id":"ashby_list_offers","name":"Ashby List Offers","description":"Lists all offers with their latest version in an Ashby organization.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Ashby API Key"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Opaque pagination cursor from a previous response nextCursor value"},"perPage":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page"},"createdAfter":{"type":"string","required":false,"visibility":"user-or-llm","description":"Only return offers created after this ISO 8601 timestamp (e.g. 2024-01-01T00:00:00Z)"},"syncToken":{"type":"string","required":false,"visibility":"user-or-llm","description":"Opaque token from a prior sync to fetch only items changed since then"},"applicationId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Return only offers for the specified application UUID"}}},"ashby_list_openings":{"id":"ashby_list_openings","name":"Ashby List Openings","description":"Lists all openings in Ashby with pagination.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Ashby API Key"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Opaque pagination cursor from a previous response nextCursor value"},"perPage":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (default 100)"},"createdAfter":{"type":"string","required":false,"visibility":"user-or-llm","description":"Only return openings created after this ISO 8601 timestamp (e.g. 2024-01-01T00:00:00Z)"}}},"ashby_list_sources":{"id":"ashby_list_sources","name":"Ashby List Sources","description":"Lists all candidate sources configured in Ashby.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Ashby API Key"},"includeArchived":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"When true, includes archived sources in results (default false)"}}},"ashby_list_users":{"id":"ashby_list_users","name":"Ashby List Users","description":"Lists all users in Ashby with pagination.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Ashby API Key"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Opaque pagination cursor from a previous response nextCursor value"},"perPage":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (default 100)"},"includeDeactivated":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"When true, includes deactivated users in results (default false)"}}},"ashby_remove_candidate_tag":{"id":"ashby_remove_candidate_tag","name":"Ashby Remove Candidate Tag","description":"Removes a tag from a candidate in Ashby and returns the updated candidate.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Ashby API Key"},"candidateId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The UUID of the candidate to remove the tag from"},"tagId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The UUID of the tag to remove"}}},"ashby_search_candidates":{"id":"ashby_search_candidates","name":"Ashby Search Candidates","description":"Searches for candidates by name and/or email with AND logic. Results are limited to 100 matches. Use candidate.list for full pagination.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Ashby API Key"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Candidate name to search for (combined with email using AND logic)"},"email":{"type":"string","required":false,"visibility":"user-or-llm","description":"Candidate email to search for (combined with name using AND logic)"}}},"ashby_update_candidate":{"id":"ashby_update_candidate","name":"Ashby Update Candidate","description":"Updates an existing candidate record in Ashby. Only provided fields are changed.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Ashby API Key"},"candidateId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The UUID of the candidate to update"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Updated full name"},"email":{"type":"string","required":false,"visibility":"user-or-llm","description":"Updated primary email address"},"phoneNumber":{"type":"string","required":false,"visibility":"user-or-llm","description":"Updated primary phone number"},"linkedInUrl":{"type":"string","required":false,"visibility":"user-or-llm","description":"LinkedIn profile URL"},"githubUrl":{"type":"string","required":false,"visibility":"user-or-llm","description":"GitHub profile URL"},"websiteUrl":{"type":"string","required":false,"visibility":"user-or-llm","description":"Personal website URL"},"alternateEmail":{"type":"string","required":false,"visibility":"user-or-llm","description":"An additional email address to add to the candidate"},"sourceId":{"type":"string","required":false,"visibility":"user-or-llm","description":"UUID of the source to attribute the candidate to"},"creditedToUserId":{"type":"string","required":false,"visibility":"user-or-llm","description":"UUID of the Ashby user to credit with sourcing this candidate"},"createdAt":{"type":"string","required":false,"visibility":"user-or-llm","description":"Backdated creation timestamp in ISO 8601. Only updatable if originally backdated."},"sendNotifications":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to send a notification when the source is updated (default true)"},"socialLinks":{"type":"json","required":false,"visibility":"user-or-llm","description":"Array of social link objects to set on the candidate, e.g. [{\\"type\\":\\"LinkedIn\\",\\"url\\":\\"https://...\\"}]. 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Attio API"},"parentObject":{"type":"string","required":false,"visibility":"user-or-llm","description":"Object type slug to filter notes by (e.g. people, companies)"},"parentRecordId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Record ID to filter notes by"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of notes to return (default 10, max 50)"},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of notes to skip for pagination"}},"oauth":{"required":true,"provider":"attio"}},"attio_list_objects":{"id":"attio_list_objects","name":"Attio List Objects","description":"List all objects (system and custom) in the Attio workspace","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The OAuth access token for the Attio 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500)"},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of records to skip for pagination"}},"oauth":{"required":true,"provider":"attio"}},"attio_list_tasks":{"id":"attio_list_tasks","name":"Attio List Tasks","description":"List tasks in Attio, optionally filtered by record, assignee, or completion status","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The OAuth access token for the Attio API"},"linkedObject":{"type":"string","required":false,"visibility":"user-or-llm","description":"Object type slug to filter tasks by (requires linkedRecordId)"},"linkedRecordId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Record ID to filter tasks by (requires linkedObject)"},"assignee":{"type":"string","required":false,"visibility":"user-or-llm","description":"Assignee email or member ID to filter 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filter object for querying entries"},"sorts":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON array of sort objects (e.g. [{\\"attribute\\":\\"created_at\\",\\"direction\\":\\"desc\\"}])"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of entries to return (default 500)"},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of entries to skip for pagination"}},"oauth":{"required":true,"provider":"attio"}},"attio_search_records":{"id":"attio_search_records","name":"Attio Search Records","description":"Fuzzy search for records across object types in Attio","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The OAuth access token for the Attio API"},"query":{"type":"string","required":true,"visibility":"user-or-llm","description":"The search query (max 256 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[{\\"workspace_member_id\\":\\"...\\",\\"level\\":\\"read-and-write\\"}]"}},"oauth":{"required":true,"provider":"attio"}},"attio_update_list_entry":{"id":"attio_update_list_entry","name":"Attio Update List Entry","description":"Update entry attribute values on an Attio list entry (appends multiselect values)","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The OAuth access token for the Attio API"},"list":{"type":"string","required":true,"visibility":"user-or-llm","description":"The list ID or slug"},"entryId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The entry ID to update"},"entryValues":{"type":"string","required":true,"visibility":"user-or-llm","description":"JSON object of entry attribute values to update"}},"oauth":{"required":true,"provider":"attio"}},"attio_update_object":{"id":"attio_update_object","name":"Attio Update Object","description":"Update a custom object in Attio","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The OAuth access token for the Attio API"},"object":{"type":"string","required":true,"visibility":"user-or-llm","description":"The object ID or slug to update"},"apiSlug":{"type":"string","required":false,"visibility":"user-or-llm","description":"New API slug"},"singularNoun":{"type":"string","required":false,"visibility":"user-or-llm","description":"New singular display name"},"pluralNoun":{"type":"string","required":false,"visibility":"user-or-llm","description":"New plural display name"}},"oauth":{"required":true,"provider":"attio"}},"attio_update_record":{"id":"attio_update_record","name":"Attio Update Record","description":"Update an existing record in Attio (appends multiselect values)","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The OAuth access token for the Attio API"},"objectType":{"type":"string","required":true,"visibility":"user-or-llm","description":"The object type slug (e.g. people, companies)"},"recordId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the record to update"},"values":{"type":"string","required":true,"visibility":"user-or-llm","description":"JSON object of attribute values to update"}},"oauth":{"required":true,"provider":"attio"}},"attio_update_task":{"id":"attio_update_task","name":"Attio Update Task","description":"Update a task in Attio (deadline, completion status, linked records, assignees)","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The OAuth access token for the Attio API"},"taskId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the task to update"},"deadlineAt":{"type":"string","required":false,"visibility":"user-or-llm","description":"New deadline in ISO 8601 format"},"isCompleted":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the task is completed"},"linkedRecords":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON array of linked records"},"assignees":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON array of assignees"}},"oauth":{"required":true,"provider":"attio"}},"attio_update_webhook":{"id":"attio_update_webhook","name":"Attio Update Webhook","description":"Update a webhook in Attio (target URL and/or subscriptions)","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The OAuth access token for the Attio API"},"webhookId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The webhook ID to update"},"targetUrl":{"type":"string","required":false,"visibility":"user-or-llm","description":"HTTPS target URL for webhook delivery"},"subscriptions":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON array of subscriptions, e.g. [{\\"event_type\\":\\"note.created\\"}]"}},"oauth":{"required":true,"provider":"attio"}},"azure_devops_add_comment":{"id":"azure_devops_add_comment","name":"Azure DevOps Add Comment","description":"Add a comment to a work item in Azure DevOps.","version":"1.0.0","params":{"organization":{"type":"string","required":true,"visibility":"user-or-llm","description":"Azure DevOps organization name"},"project":{"type":"string","required":true,"visibility":"user-or-llm","description":"Azure DevOps project name"},"workItemId":{"type":"number","required":true,"visibility":"user-or-llm","description":"ID of the work item to comment on"},"text":{"type":"string","required":true,"visibility":"user-or-llm","description":"Comment text (HTML supported, e.g. \\"<p>My comment</p>\\")"},"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Azure DevOps Personal Access Token (scopes: Work Items: Read & Write)"}}},"azure_devops_create_work_item":{"id":"azure_devops_create_work_item","name":"Azure DevOps Create Work Item","description":"Create a new Basic-process work item (Issue, Task, or Epic) in Azure DevOps. 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Use Issue for bug or defect tracking."},"title":{"type":"string","required":true,"visibility":"user-or-llm","description":"Title of the new work item"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"HTML description of the work item (optional)"},"assignedTo":{"type":"string","required":false,"visibility":"user-or-llm","description":"Email or display name of the user to assign the work item to (optional)"},"priority":{"type":"number","required":false,"visibility":"user-or-llm","description":"Priority of the work item (1 = Critical, 2 = High, 3 = Medium, 4 = Low)"},"effort":{"type":"number","required":false,"visibility":"user-or-llm","description":"Effort (Microsoft.VSTS.Scheduling.Effort). Basic process: Issue only."},"startDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Start date (Microsoft.VSTS.Scheduling.StartDate), ISO 8601. Basic process: Epic only."},"targetDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Target date (Microsoft.VSTS.Scheduling.TargetDate), ISO 8601. Basic process: Epic only."},"activity":{"type":"string","required":false,"visibility":"user-or-llm","description":"Activity (Microsoft.VSTS.Common.Activity). One of Deployment, Design, Development, Documentation, Requirements, Testing. Basic process: Task only."},"remainingWork":{"type":"number","required":false,"visibility":"user-or-llm","description":"Remaining work hours (Microsoft.VSTS.Scheduling.RemainingWork). Basic process: Task only."},"completedWork":{"type":"number","required":false,"visibility":"user-or-llm","description":"Completed work hours (Microsoft.VSTS.Scheduling.CompletedWork). Basic process: Task only."},"areaPath":{"type":"string","required":false,"visibility":"user-or-llm","description":"Area path for the work item, e.g. \\"MyProject\\\\\\\\Team\\" (optional)"},"iterationPath":{"type":"string","required":false,"visibility":"user-or-llm","description":"Iteration path for the work item, e.g. \\"MyProject\\\\\\\\Sprint 1\\" (optional)"},"tags":{"type":"string","required":false,"visibility":"user-or-llm","description":"Semicolon-separated tags, e.g. \\"issue; p1; auth\\" (optional)"},"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Azure DevOps Personal Access Token (scopes: Work Items: Read & Write)"}}},"azure_devops_get_build_log":{"id":"azure_devops_get_build_log","name":"Azure DevOps Get Build Log","description":"Fetch the text content of a specific build log in Azure DevOps. Use List Build Logs first to get the log ID. Optionally retrieve only a line range with startLine/endLine.","version":"1.0.0","params":{"organization":{"type":"string","required":true,"visibility":"user-or-llm","description":"Azure DevOps organization name"},"project":{"type":"string","required":true,"visibility":"user-or-llm","description":"Azure DevOps project name"},"buildId":{"type":"number","required":true,"visibility":"user-or-llm","description":"The build ID containing the log"},"logId":{"type":"number","required":true,"visibility":"user-or-llm","description":"The log entry ID to fetch (from List Build Logs)"},"startLine":{"type":"number","required":false,"visibility":"user-or-llm","description":"First line to return (1-based, inclusive)"},"endLine":{"type":"number","required":false,"visibility":"user-or-llm","description":"Last line to return (1-based, inclusive)"},"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Azure DevOps Personal Access Token (scopes: Build: Read)"}}},"azure_devops_get_build_timeline":{"id":"azure_devops_get_build_timeline","name":"Azure DevOps Get Build Timeline","description":"Get the execution timeline for an Azure DevOps build — every stage, job, and task with its result and log ID. Use this to identify which steps failed before fetching their logs with Get Build Log.","version":"1.0.0","params":{"organization":{"type":"string","required":true,"visibility":"user-or-llm","description":"Azure DevOps organization name"},"project":{"type":"string","required":true,"visibility":"user-or-llm","description":"Azure DevOps project name"},"buildId":{"type":"number","required":true,"visibility":"user-or-llm","description":"ID of the build whose timeline to retrieve"},"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Azure DevOps Personal Access Token (scopes: Build: Read)"}}},"azure_devops_get_comments":{"id":"azure_devops_get_comments","name":"Azure DevOps Get Comments","description":"List comments for an Azure DevOps work item.","version":"1.0.0","params":{"organization":{"type":"string","required":true,"visibility":"user-or-llm","description":"Azure DevOps organization name"},"project":{"type":"string","required":true,"visibility":"user-or-llm","description":"Azure DevOps project name"},"workItemId":{"type":"number","required":true,"visibility":"user-or-llm","description":"ID of the work item whose comments should be listed"},"top":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of comments to return"},"continuationToken":{"type":"string","required":false,"visibility":"user-or-llm","description":"Continuation token for paginating comments"},"includeDeleted":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether deleted comments should be returned"},"expand":{"type":"string","required":false,"visibility":"user-or-llm","description":"Additional comment data to include: none, reactions, renderedText, renderedTextOnly, all"},"order":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort order for comments: asc or desc"},"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Azure DevOps Personal Access Token (scopes: Work Items: Read)"}}},"azure_devops_get_pipeline":{"id":"azure_devops_get_pipeline","name":"Azure DevOps Get Pipeline","description":"Get details for a specific pipeline in an Azure DevOps project, including configuration and repository info.","version":"1.0.0","params":{"organization":{"type":"string","required":true,"visibility":"user-or-llm","description":"Azure DevOps organization name"},"project":{"type":"string","required":true,"visibility":"user-or-llm","description":"Azure DevOps project name"},"pipelineId":{"type":"number","required":true,"visibility":"user-or-llm","description":"ID of the pipeline to retrieve"},"pipelineVersion":{"type":"number","required":false,"visibility":"user-or-llm","description":"Specific revision of the pipeline to retrieve (defaults to latest)"},"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Azure DevOps Personal Access Token (scopes: Build: Read, Pipeline: Read)"}}},"azure_devops_get_pipeline_run":{"id":"azure_devops_get_pipeline_run","name":"Azure DevOps Get Pipeline Run","description":"Get details for a specific pipeline run in an Azure DevOps project. 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Pass comma-separated IDs (e.g. \\"123,456,789\\"). Requests with more than 200 IDs are automatically split into chunks.","version":"1.0.0","params":{"organization":{"type":"string","required":true,"visibility":"user-or-llm","description":"Azure DevOps organization name"},"project":{"type":"string","required":true,"visibility":"user-or-llm","description":"Azure DevOps project name"},"ids":{"type":"string","required":true,"visibility":"user-or-llm","description":"Comma-separated work item IDs to fetch (e.g. \\"123,456,789\\"). Lists longer than 200 IDs are chunked automatically."},"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Azure DevOps Personal Access Token (scopes: Work Items: Read)"}}},"azure_devops_get_work_items_between_builds":{"id":"azure_devops_get_work_items_between_builds","name":"Azure DevOps Get Work Items Between Builds","description":"Get work item references associated with commits between two builds in Azure DevOps. Returns work item IDs and URLs — use Get Work Items Batch for full field details.","version":"1.0.0","params":{"organization":{"type":"string","required":true,"visibility":"user-or-llm","description":"Azure DevOps organization name"},"project":{"type":"string","required":true,"visibility":"user-or-llm","description":"Azure DevOps project name"},"fromBuildId":{"type":"number","required":true,"visibility":"user-or-llm","description":"The older build ID (start of range)"},"toBuildId":{"type":"number","required":true,"visibility":"user-or-llm","description":"The newer build ID (end of range)"},"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Azure DevOps Personal Access Token (scopes: Build: Read)"}}},"azure_devops_list_build_logs":{"id":"azure_devops_list_build_logs","name":"Azure DevOps List Build Logs","description":"List all log entries for a specific build in Azure DevOps. Returns log IDs, types, and line counts — use the log ID with the Get Build Log tool to fetch actual log text.","version":"1.0.0","params":{"organization":{"type":"string","required":true,"visibility":"user-or-llm","description":"Azure DevOps organization name"},"project":{"type":"string","required":true,"visibility":"user-or-llm","description":"Azure DevOps project name"},"buildId":{"type":"number","required":true,"visibility":"user-or-llm","description":"The build ID whose logs to list"},"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Azure DevOps Personal Access Token (scopes: Build: Read)"}}},"azure_devops_list_builds":{"id":"azure_devops_list_builds","name":"Azure DevOps List Builds","description":"List builds in an Azure DevOps project. 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signer)"},"additionalSigners":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON array of additional signers, e.g. [{\\"email\\":\\"user@example.com\\",\\"role\\":\\"signer\\"}]"},"parentFolderId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Box folder ID where signed documents will be stored (default: user root)"},"emailSubject":{"type":"string","required":false,"visibility":"user-or-llm","description":"Custom subject line for the signing email"},"emailMessage":{"type":"string","required":false,"visibility":"user-or-llm","description":"Custom message in the signing email body"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Name for the sign request"},"daysValid":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of days before the request expires (0-730)"},"areRemindersEnabled":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to send automatic signing reminders"},"areTextSignaturesEnabled":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to allow typed (text) signatures"},"signatureColor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Signature color: blue, black, or red"},"redirectUrl":{"type":"string","required":false,"visibility":"user-or-llm","description":"URL to redirect signers to after signing"},"declinedRedirectUrl":{"type":"string","required":false,"visibility":"user-or-llm","description":"URL to redirect signers to after declining"},"isDocumentPreparationNeeded":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether document preparation is needed before sending"},"externalId":{"type":"string","required":false,"visibility":"user-or-llm","description":"External system reference ID"}},"oauth":{"required":true,"provider":"box"}},"box_sign_get_request":{"id":"box_sign_get_request","name":"Box Sign Get Request","description":"Get the details and status of a Box Sign request","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Box API"},"signRequestId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the sign request to retrieve"}},"oauth":{"required":true,"provider":"box"}},"box_sign_list_requests":{"id":"box_sign_list_requests","name":"Box Sign List Requests","description":"List all Box Sign requests","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Box API"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of sign requests to return (max 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API"},"parentFolderId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the folder to upload the file to (use \\"0\\" for root)"},"file":{"type":"file","required":false,"visibility":"user-or-llm","description":"The file to upload (UserFile object)"},"fileContent":{"type":"string","required":false,"visibility":"hidden","description":"Legacy: base64 encoded file content"},"fileName":{"type":"string","required":false,"visibility":"user-or-llm","description":"Optional filename override"}},"oauth":{"required":true,"provider":"box"}},"brandfetch_get_brand":{"id":"brandfetch_get_brand","name":"Brandfetch Get Brand","description":"Retrieve brand assets including logos, colors, fonts, and company info by domain, ticker, ISIN, or crypto symbol","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Brandfetch API key"},"identifier":{"type":"string","required":true,"visibility":"user-or-llm","description":"Brand identifier: domain (nike.com), stock ticker (NKE), ISIN (US6541061031), or crypto symbol (BTC)"}}},"brandfetch_search":{"id":"brandfetch_search","name":"Brandfetch Search","description":"Search for brands by name and find their domains and logos","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Brandfetch API key"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Company or brand name to search for"}}},"brex_archive_budget":{"id":"brex_archive_budget","name":"Brex Archive Budget","description":"Archive a Brex budget, making any spend limits beneath it unusable for future expenses and removing it from the UI","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Brex user token (generated from Developer Settings in the Brex 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ONE_TIME)"},"amount":{"type":"number","required":true,"visibility":"user-or-llm","description":"Budget amount, in the smallest unit of the currency (e.g., cents for USD)"},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO 4217 currency code (defaults to USD)"},"ownerUserIds":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated user IDs of the budget owners"},"startDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Date the budget should start counting (YYYY-MM-DD)"},"endDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Date the budget should stop counting (YYYY-MM-DD)"}}},"brex_create_spend_limit":{"id":"brex_create_spend_limit","name":"Brex Create Spend Limit","description":"Create a new spend limit (hard-authorization card program) in the Brex account","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Brex user token (generated from Developer Settings in the Brex dashboard)"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name for the spend limit"},"periodRecurrenceType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Period type of the spend limit (PER_WEEK, PER_MONTH, PER_QUARTER, PER_YEAR, ONE_TIME)"},"spendType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Whether the spend limit can only be spent from cards it provisions (BUDGET_PROVISIONED_CARDS_ONLY, NON_BUDGET_PROVISIONED_CARDS_ALLOWED)"},"expenseVisibility":{"type":"string","required":true,"visibility":"user-or-llm","description":"Whether expenses on this spend limit are viewable by all members (SHARED, PRIVATE)"},"authorizationVisibility":{"type":"string","required":true,"visibility":"user-or-llm","description":"Whether the limit amount is visible to all members, or just controllers/bookkeepers/owners (PUBLIC, PRIVATE)"},"limitIncreaseSetting":{"type":"string","required":true,"visibility":"user-or-llm","description":"Whether members can request limit increases (ENABLED, DISABLED)"},"autoTransferCardsSetting":{"type":"string","required":true,"visibility":"user-or-llm","description":"How auto transfer works for virtual cards on this spend limit (DISABLED, ENABLED)"},"autoCreateLimitCardsSetting":{"type":"string","required":true,"visibility":"user-or-llm","description":"How auto limit card creation works for members (DISABLED, ALL_MEMBERS)"},"expensePolicyId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the expense policy corresponding to this spend limit"},"baseLimitAmount":{"type":"number","required":true,"visibility":"user-or-llm","description":"Base spend limit amount, without increases/rollovers, in the smallest unit of the currency (e.g., cents for USD)"},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO 4217 currency code for the base limit (defaults to USD)"},"authorizationType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Whether authorizations decline based on available balance (HARD, SOFT)"},"rolloverRefreshRate":{"type":"string","required":true,"visibility":"user-or-llm","description":"Recurrence at which rolled-over unused funds stop rolling over (OFF, NEVER, PER_MONTH, PER_QUARTER, PER_YEAR)"},"limitBufferPercentage":{"type":"number","required":false,"visibility":"user-or-llm","description":"Flexible buffer on the limit as a 0-100 percentage"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Description of what the spend limit is used for"},"parentBudgetId":{"type":"string","required":false,"visibility":"user-or-llm","description":"ID of the parent budget"},"startDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Date the spend limit should start counting (YYYY-MM-DD)"},"endDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Date the spend limit should expire (YYYY-MM-DD)"},"transactionLimitAmount":{"type":"number","required":false,"visibility":"user-or-llm","description":"Per-transaction limit this spend limit enforces, in the smallest unit of the currency"},"ownerUserIds":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated user IDs of the spend limit owners"},"memberUserIds":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated user IDs of the spend limit members"}}},"brex_create_transfer":{"id":"brex_create_transfer","name":"Brex Create 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provided","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Brex user token (generated from Developer Settings in the Brex dashboard)"},"accountId":{"type":"string","required":false,"visibility":"user-or-llm","description":"ID of the cash account (defaults to the primary cash account)"}}},"brex_get_company":{"id":"brex_get_company","name":"Brex Get Company","description":"Get the Brex company associated with the API token","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Brex user token (generated from Developer Settings in the Brex dashboard)"}}},"brex_get_current_user":{"id":"brex_get_current_user","name":"Brex Get Current User","description":"Get the Brex user associated with the API token","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Brex user token (generated from Developer Settings in the Brex 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user token (generated from Developer Settings in the Brex dashboard)"},"vendorId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the vendor to fetch"}}},"brex_list_budgets":{"id":"brex_list_budgets","name":"Brex List Budgets","description":"List budgets in the Brex account","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Brex user token (generated from Developer Settings in the Brex dashboard)"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor from a previous response"},"limit":{"type":"string","required":false,"visibility":"user-or-llm","description":"Number of budgets to return (default 100, max 1000)"}}},"brex_list_card_accounts":{"id":"brex_list_card_accounts","name":"Brex List Card Accounts","description":"List all Brex card accounts with balances and 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statements to return (default 100, max 1000)"}}},"brex_list_cash_transactions":{"id":"brex_list_cash_transactions","name":"Brex List Cash Transactions","description":"List transactions for a Brex cash account","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Brex user token (generated from Developer Settings in the Brex dashboard)"},"accountId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the cash account to list transactions for"},"postedAtStart":{"type":"string","required":false,"visibility":"user-or-llm","description":"Only include transactions posted at or after this ISO 8601 timestamp"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor from a previous response"},"limit":{"type":"string","required":false,"visibility":"user-or-llm","description":"Number of transactions to return (default 100, max 1000)"}}},"brex_list_departments":{"id":"brex_list_departments","name":"Brex List Departments","description":"List departments in the Brex account, optionally filtered by name","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Brex user token (generated from Developer Settings in the Brex dashboard)"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter departments by name"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor from a previous response"},"limit":{"type":"string","required":false,"visibility":"user-or-llm","description":"Number of departments to return (default 100, max 1000)"}}},"brex_list_expenses":{"id":"brex_list_expenses","name":"Brex List Expenses","description":"List expenses in the Brex account with optional filters for user, status, payment status, and purchase date 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previous response"},"limit":{"type":"string","required":false,"visibility":"user-or-llm","description":"Number of locations to return (default 100, max 1000)"}}},"brex_list_spend_limits":{"id":"brex_list_spend_limits","name":"Brex List Spend Limits","description":"List spend limits in the Brex account, optionally filtered by member user","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Brex user token (generated from Developer Settings in the Brex dashboard)"},"memberUserIds":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated user IDs to filter spend limits by member"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor from a previous response"},"limit":{"type":"string","required":false,"visibility":"user-or-llm","description":"Number of spend limits to return (default 100, max 1000)"}}},"brex_list_titles":{"id":"brex_list_titles","name":"Brex List Titles","description":"List job titles in the Brex account, optionally filtered by name","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Brex user token (generated from Developer Settings in the Brex dashboard)"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter titles by name"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor from a previous response"},"limit":{"type":"string","required":false,"visibility":"user-or-llm","description":"Number of titles to return (default 100, max 1000)"}}},"brex_list_transfers":{"id":"brex_list_transfers","name":"Brex List Transfers","description":"List money transfers in the Brex account","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Brex user token (generated from Developer Settings in the Brex dashboard)"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor from a previous response"},"limit":{"type":"string","required":false,"visibility":"user-or-llm","description":"Number of transfers to return (default 100, max 1000)"}}},"brex_list_users":{"id":"brex_list_users","name":"Brex List Users","description":"List users in the Brex account, optionally filtered by email","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Brex user token (generated from Developer Settings in the Brex dashboard)"},"email":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter users by exact email address"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor from a previous response"},"limit":{"type":"string","required":false,"visibility":"user-or-llm","description":"Number of users to return (default 100, max 1000)"}}},"brex_list_vendors":{"id":"brex_list_vendors","name":"Brex List Vendors","description":"List vendors in the Brex account, optionally filtered by name","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Brex user token (generated from Developer Settings in the Brex dashboard)"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter vendors by name"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor from a previous response"},"limit":{"type":"string","required":false,"visibility":"user-or-llm","description":"Number of vendors to return (default 100, max 1000)"}}},"brex_match_receipt":{"id":"brex_match_receipt","name":"Brex Match Receipt","description":"Upload a receipt file and let Brex automatically match it with existing 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update"},"memo":{"type":"string","required":true,"visibility":"user-or-llm","description":"New memo for the expense"}}},"brex_update_vendor":{"id":"brex_update_vendor","name":"Brex Update Vendor","description":"Update an existing vendor in the Brex account","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Brex user token (generated from Developer Settings in the Brex dashboard)"},"vendorId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the vendor to update"},"companyName":{"type":"string","required":false,"visibility":"user-or-llm","description":"New name for the vendor"},"email":{"type":"string","required":false,"visibility":"user-or-llm","description":"New email address for the vendor"},"phone":{"type":"string","required":false,"visibility":"user-or-llm","description":"New phone number for the vendor"}}},"brex_upload_receipt":{"id":"brex_upload_receipt","name":"Brex Upload Receipt","description":"Upload a receipt file and attach it to a specific Brex card expense","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Brex user token (generated from Developer Settings in the Brex dashboard)"},"expenseId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the card expense to attach the receipt to"},"file":{"type":"file","required":true,"visibility":"user-or-llm","description":"Receipt file to upload (max 50 MB)"},"receiptName":{"type":"string","required":false,"visibility":"user-or-llm","description":"Receipt file name including extension (defaults to the uploaded file name)"}}},"brightdata_cancel_snapshot":{"id":"brightdata_cancel_snapshot","name":"Bright Data Cancel Snapshot","description":"Cancel an active Bright Data scraping job using its snapshot ID. Terminates data collection in progress.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Bright Data API token"},"snapshotId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The snapshot ID of the collection to cancel (e.g., \\"s_m4x7enmven8djfqak\\")"}}},"brightdata_discover":{"id":"brightdata_discover","name":"Bright Data Discover","description":"AI-powered web discovery that finds and ranks results by intent. Returns up to 20 results with optional cleaned page content for RAG and verification.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Bright Data API token"},"query":{"type":"string","required":true,"visibility":"user-or-llm","description":"The search query (e.g., \\"competitor pricing changes enterprise plan\\")"},"numResults":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to return (1-20). Defaults to 10"},"mode":{"type":"string","required":false,"visibility":"user-or-llm","description":"Search depth and ranking mode: \\"standard\\" (balanced), \\"deep\\" (exhaustive, broader search), \\"fast\\" (optimized for speed), or \\"zeroRanking\\" (raw volume without AI filtering). Defaults to \\"standard\\""},"intent":{"type":"string","required":false,"visibility":"user-or-llm","description":"Describes what the agent is trying to accomplish, used to rank results by relevance (e.g., \\"find official pricing pages and change notes\\")"},"includeContent":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to include cleaned page content in results"},"format":{"type":"string","required":false,"visibility":"user-or-llm","description":"Response format: \\"json\\" or \\"md\\". Defaults to \\"json\\""},"language":{"type":"string","required":false,"visibility":"user-or-llm","description":"Search language code (e.g., \\"en\\", \\"es\\", \\"fr\\"). Defaults to \\"en\\""},"country":{"type":"string","required":false,"visibility":"user-or-llm","description":"Two-letter ISO country code for localized results (e.g., \\"us\\", \\"gb\\")"}}},"brightdata_download_snapshot":{"id":"brightdata_download_snapshot","name":"Bright Data Download Snapshot","description":"Download the results of a completed Bright Data scraping job using its snapshot ID. The snapshot must have ready status.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Bright Data API token"},"snapshotId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The snapshot ID returned when the collection was triggered (e.g., \\"s_m4x7enmven8djfqak\\")"},"format":{"type":"string","required":false,"visibility":"user-or-llm","description":"Output format: \\"json\\", \\"ndjson\\", \\"jsonl\\", or \\"csv\\". Defaults to \\"json\\""},"compress":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to compress the results"}}},"brightdata_scrape_dataset":{"id":"brightdata_scrape_dataset","name":"Bright Data Scrape Dataset","description":"Trigger a Bright Data pre-built scraper to extract structured data from URLs. Supports 660+ scrapers for platforms like Amazon, LinkedIn, Instagram, and more.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Bright Data API token"},"datasetId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Dataset scraper ID from your Bright Data dashboard (e.g., \\"gd_l1viktl72bvl7bjuj0\\")"},"urls":{"type":"string","required":true,"visibility":"user-or-llm","description":"JSON array of URL objects to scrape (e.g., [{\\"url\\": \\"https://example.com/product\\"}])"},"format":{"type":"string","required":false,"visibility":"user-or-llm","description":"Output format: \\"json\\" or \\"csv\\". Defaults to \\"json\\""},"includeErrors":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to include a per-input error report in the results"}}},"brightdata_scrape_url":{"id":"brightdata_scrape_url","name":"Bright Data Scrape URL","description":"Fetch content from any URL using Bright Data Web Unlocker. Bypasses anti-bot protections, CAPTCHAs, and IP blocks automatically.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Bright Data API token"},"zone":{"type":"string","required":true,"visibility":"user-or-llm","description":"Web Unlocker zone name from your Bright Data dashboard (e.g., \\"web_unlocker1\\")"},"url":{"type":"string","required":true,"visibility":"user-or-llm","description":"The URL to scrape (e.g., \\"https://example.com/page\\")"},"format":{"type":"string","required":false,"visibility":"user-or-llm","description":"Response format: \\"raw\\" for HTML or \\"json\\" for parsed content. Defaults to \\"raw\\""},"country":{"type":"string","required":false,"visibility":"user-or-llm","description":"Two-letter country code for geo-targeting (e.g., \\"us\\", \\"gb\\")"},"dataFormat":{"type":"string","required":false,"visibility":"user-or-llm","description":"Convert the response to \\"markdown\\" instead of raw HTML, useful for feeding page content to an LLM. Omit for the default HTML/JSON response"}}},"brightdata_serp_search":{"id":"brightdata_serp_search","name":"Bright Data SERP Search","description":"Search Google, Bing, DuckDuckGo, or Yandex and get structured search results using Bright Data SERP API.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Bright Data API token"},"zone":{"type":"string","required":true,"visibility":"user-or-llm","description":"SERP API zone name from your Bright Data dashboard (e.g., \\"serp_api1\\")"},"query":{"type":"string","required":true,"visibility":"user-or-llm","description":"The search query (e.g., \\"best project management tools\\")"},"searchEngine":{"type":"string","required":false,"visibility":"user-or-llm","description":"Search engine to use: \\"google\\", \\"bing\\", \\"duckduckgo\\", or \\"yandex\\". Defaults to \\"google\\""},"country":{"type":"string","required":false,"visibility":"user-or-llm","description":"Two-letter country code for localized results (e.g., \\"us\\", \\"gb\\")"},"language":{"type":"string","required":false,"visibility":"user-or-llm","description":"Two-letter language code (e.g., \\"en\\", \\"es\\")"},"numResults":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to return (e.g., 10, 20). Defaults to 10"}}},"brightdata_snapshot_status":{"id":"brightdata_snapshot_status","name":"Bright Data Snapshot Status","description":"Check the progress of an async Bright Data scraping job. Returns status: starting, running, ready, or failed.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Bright Data API token"},"snapshotId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The snapshot ID returned when the collection was triggered (e.g., \\"s_m4x7enmven8djfqak\\")"}}},"brightdata_sync_scrape":{"id":"brightdata_sync_scrape","name":"Bright Data Sync Scrape","description":"Scrape URLs synchronously using a Bright Data pre-built scraper and get structured results directly. 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Format: UUID (e.g., \\"abc123-def456\\") or full URI (e.g., \\"https://api.calendly.com/event_types/abc123-def456\\")"}}},"calendly_get_scheduled_event":{"id":"calendly_get_scheduled_event","name":"Calendly Get Scheduled Event","description":"Get detailed information about a specific scheduled event","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Calendly Personal Access Token"},"eventUuid":{"type":"string","required":true,"visibility":"user-or-llm","description":"Scheduled event UUID. Format: UUID (e.g., \\"abc123-def456\\") or full URI (e.g., \\"https://api.calendly.com/scheduled_events/abc123-def456\\")"}}},"calendly_list_event_invitees":{"id":"calendly_list_event_invitees","name":"Calendly List Event Invitees","description":"Retrieve a list of invitees for a scheduled event","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Calendly Personal Access Token"},"eventUuid":{"type":"string","required":true,"visibility":"user-or-llm","description":"Scheduled event UUID. Format: UUID (e.g., \\"abc123-def456\\") or full URI (e.g., \\"https://api.calendly.com/scheduled_events/abc123-def456\\")"},"count":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page. Format: integer (default: 20, max: 100)"},"email":{"type":"string","required":false,"visibility":"user-only","description":"Filter invitees by email address"},"pageToken":{"type":"string","required":false,"visibility":"user-or-llm","description":"Page token for pagination. Format: opaque string from previous response next_page_token"},"sort":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort order for results. Format: \\"field:direction\\" (e.g., \\"created_at:asc\\", \\"created_at:desc\\")"},"status":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by status. Format: \\"active\\" or \\"canceled\\""}}},"calendly_list_event_types":{"id":"calendly_list_event_types","name":"Calendly List Event Types","description":"Retrieve a list of all event types for a user or organization","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Calendly Personal Access Token"},"user":{"type":"string","required":false,"visibility":"user-or-llm","description":"Return only event types that belong to this user. Format: URI (e.g., \\"https://api.calendly.com/users/abc123-def456\\")"},"organization":{"type":"string","required":false,"visibility":"user-or-llm","description":"Return only event types that belong to this organization. Format: URI (e.g., \\"https://api.calendly.com/organizations/abc123-def456\\")"},"count":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page. Format: integer (default: 20, max: 100)"},"pageToken":{"type":"string","required":false,"visibility":"user-or-llm","description":"Page token for pagination. Format: opaque string from previous response next_page_token"},"sort":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort order for results. Format: \\"field:direction\\" (e.g., \\"name:asc\\", \\"name:desc\\")"},"active":{"type":"boolean","required":false,"visibility":"user-only","description":"When true, show only active event types. When false or unchecked, show all event types (both active and inactive)."}}},"calendly_list_scheduled_events":{"id":"calendly_list_scheduled_events","name":"Calendly List Scheduled Events","description":"Retrieve a list of scheduled events for a user or organization","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Calendly Personal Access Token"},"user":{"type":"string","required":false,"visibility":"user-or-llm","description":"Return events that belong to this user. Either \\"user\\" or \\"organization\\" must be provided. Format: URI (e.g., \\"https://api.calendly.com/users/abc123-def456\\")"},"organization":{"type":"string","required":false,"visibility":"user-or-llm","description":"Return events that belong to this organization. Either \\"user\\" or \\"organization\\" must be provided. Format: URI (e.g., \\"https://api.calendly.com/organizations/abc123-def456\\")"},"invitee_email":{"type":"string","required":false,"visibility":"user-only","description":"Return events where invitee has this email"},"count":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page. Format: integer (default: 20, max: 100)"},"max_start_time":{"type":"string","required":false,"visibility":"user-or-llm","description":"Return events with start time before this time. Format: ISO 8601 (e.g., \\"2024-01-15T09:00:00Z\\")"},"min_start_time":{"type":"string","required":false,"visibility":"user-or-llm","description":"Return events with start time after this time. Format: ISO 8601 (e.g., \\"2024-01-01T00:00:00Z\\")"},"pageToken":{"type":"string","required":false,"visibility":"user-or-llm","description":"Page token for pagination. Format: opaque string from previous response next_page_token"},"sort":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort order for results. Format: \\"field:direction\\" (e.g., \\"start_time:asc\\", \\"start_time:desc\\")"},"status":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by status. Format: \\"active\\" or \\"canceled\\""}}},"calendly_list_webhooks":{"id":"calendly_list_webhooks","name":"Calendly List Webhooks","description":"Retrieve a list of webhook subscriptions for an organization","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Calendly Personal Access Token"},"organization":{"type":"string","required":true,"visibility":"user-or-llm","description":"Organization URI to list webhooks for. Format: URI (e.g., \\"https://api.calendly.com/organizations/abc123-def456\\")"},"count":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page. Format: integer (default: 20, max: 100)"},"pageToken":{"type":"string","required":false,"visibility":"user-or-llm","description":"Page token for pagination. Format: opaque string from previous response next_page_token"},"scope":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by scope. Format: \\"organization\\" or \\"user\\""},"user":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter webhooks by user URI (for user-scoped webhooks). Format: URI (e.g., \\"https://api.calendly.com/users/abc123-def456\\")"}}},"clay_populate":{"id":"clay_populate","name":"Clay Populate","description":"Populate Clay with data from a JSON file. Enables direct communication and notifications with timestamp tracking and channel confirmation.","version":"1.0.0","params":{"webhookURL":{"type":"string","required":true,"visibility":"user-only","description":"The webhook URL to populate"},"data":{"type":"json","required":true,"visibility":"user-or-llm","description":"The data to populate"},"authToken":{"type":"string","required":false,"visibility":"user-only","description":"Optional auth token for Clay webhook authentication (most webhooks do not require this)"}}},"clerk_add_organization_member":{"id":"clerk_add_organization_member","name":"Add Organization Member in Clerk","description":"Add a user as a member of a Clerk organization with a given role","version":"1.0.0","params":{"secretKey":{"type":"string","required":true,"visibility":"user-only","description":"The Clerk Secret Key for API authentication"},"organizationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the organization (e.g., org_2NNEqL2nrIRdJ194ndJqAHwEfxC)"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the user to add as a member"},"role":{"type":"string","required":true,"visibility":"user-or-llm","description":"Role to assign, e.g. org:admin or org:member"}}},"clerk_ban_user":{"id":"clerk_ban_user","name":"Ban User in Clerk","description":"Ban a user, preventing them from signing in","version":"1.0.0","params":{"secretKey":{"type":"string","required":true,"visibility":"user-only","description":"The Clerk Secret Key for API authentication"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the user to ban (e.g., user_2NNEqL2nrIRdJ194ndJqAHwEfxC)"}}},"clerk_create_actor_token":{"id":"clerk_create_actor_token","name":"Create Actor Token in Clerk","description":"Create an actor token to impersonate a user (God Mode / act-as-user), e.g. for support tooling","version":"1.0.0","params":{"secretKey":{"type":"string","required":true,"visibility":"user-only","description":"The Clerk Secret Key for API authentication"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the user to impersonate"},"actor":{"type":"json","required":true,"visibility":"user-or-llm","description":"Actor JSON object identifying who is impersonating, must include a \\"sub\\" field, e.g. {\\"sub\\": \\"user_support_agent_id\\"}"},"expiresInSeconds":{"type":"number","required":false,"visibility":"user-or-llm","description":"Seconds until the token expires (default 3600)"},"sessionMaxDurationInSeconds":{"type":"number","required":false,"visibility":"user-or-llm","description":"Max duration in seconds for sessions created with this token (default 1800)"}}},"clerk_create_allowlist_identifier":{"id":"clerk_create_allowlist_identifier","name":"Create Allowlist Identifier in Clerk","description":"Add an email, phone number, or web3 wallet to your Clerk instance allowlist","version":"1.0.0","params":{"secretKey":{"type":"string","required":true,"visibility":"user-only","description":"The Clerk Secret Key for API authentication"},"identifier":{"type":"string","required":true,"visibility":"user-or-llm","description":"Email address, phone number, or web3 wallet to allow (wildcards like *@example.com supported for email)"},"notify":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to notify the identifier owner by email (default false)"}}},"clerk_create_blocklist_identifier":{"id":"clerk_create_blocklist_identifier","name":"Create Blocklist Identifier in Clerk","description":"Add an email, phone number, or web3 wallet to your Clerk instance blocklist to prevent sign-ups","version":"1.0.0","params":{"secretKey":{"type":"string","required":true,"visibility":"user-only","description":"The Clerk Secret Key for API authentication"},"identifier":{"type":"string","required":true,"visibility":"user-or-llm","description":"Email address, phone number, or web3 wallet to block"}}},"clerk_create_organization":{"id":"clerk_create_organization","name":"Create Organization in Clerk","description":"Create a new organization in your Clerk application","version":"1.0.0","params":{"secretKey":{"type":"string","required":true,"visibility":"user-only","description":"The Clerk Secret Key for API authentication"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name of the organization"},"createdBy":{"type":"string","required":true,"visibility":"user-or-llm","description":"User ID of the creator who will become admin (e.g., user_2NNEqL2nrIRdJ194ndJqAHwEfxC)"},"slug":{"type":"string","required":false,"visibility":"user-or-llm","description":"Slug identifier for the organization"},"maxAllowedMemberships":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum member capacity (0 for unlimited)"},"publicMetadata":{"type":"json","required":false,"visibility":"user-or-llm","description":"Public metadata (JSON object)"},"privateMetadata":{"type":"json","required":false,"visibility":"user-or-llm","description":"Private metadata (JSON object)"}}},"clerk_create_organization_invitation":{"id":"clerk_create_organization_invitation","name":"Create Organization Invitation in Clerk","description":"Invite a user by email to join a Clerk organization with a given role","version":"1.0.0","params":{"secretKey":{"type":"string","required":true,"visibility":"user-only","description":"The Clerk Secret Key for API authentication"},"organizationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the organization (e.g., org_2NNEqL2nrIRdJ194ndJqAHwEfxC)"},"emailAddress":{"type":"string","required":true,"visibility":"user-or-llm","description":"Email address of the user to invite"},"role":{"type":"string","required":true,"visibility":"user-or-llm","description":"Role to assign on acceptance, e.g. org:admin or org:member"},"inviterUserId":{"type":"string","required":false,"visibility":"user-or-llm","description":"User ID of the inviter"},"redirectUrl":{"type":"string","required":false,"visibility":"user-or-llm","description":"URL to redirect to after the invitation is accepted"},"expiresInDays":{"type":"number","required":false,"visibility":"user-or-llm","description":"Days until the invitation expires (1-365, default 30)"},"publicMetadata":{"type":"json","required":false,"visibility":"user-or-llm","description":"Public metadata (JSON object)"},"privateMetadata":{"type":"json","required":false,"visibility":"user-or-llm","description":"Private metadata (JSON object)"},"notify":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether Clerk sends the invitation email (default true)"}}},"clerk_create_user":{"id":"clerk_create_user","name":"Create User in Clerk","description":"Create a new user in your Clerk application","version":"1.0.0","params":{"secretKey":{"type":"string","required":true,"visibility":"user-only","description":"The Clerk Secret Key for API authentication"},"emailAddress":{"type":"string","required":false,"visibility":"user-or-llm","description":"Email addresses for the user (comma-separated for multiple)"},"phoneNumber":{"type":"string","required":false,"visibility":"user-or-llm","description":"Phone numbers for the user (comma-separated for multiple)"},"username":{"type":"string","required":false,"visibility":"user-or-llm","description":"Username for the user (must be unique)"},"password":{"type":"string","required":false,"visibility":"user-or-llm","description":"Password for the user (minimum 8 characters)"},"firstName":{"type":"string","required":false,"visibility":"user-or-llm","description":"First name of the user"},"lastName":{"type":"string","required":false,"visibility":"user-or-llm","description":"Last name of the user"},"externalId":{"type":"string","required":false,"visibility":"user-or-llm","description":"External system identifier (must be unique)"},"publicMetadata":{"type":"json","required":false,"visibility":"user-or-llm","description":"Public metadata (JSON object, readable from frontend)"},"privateMetadata":{"type":"json","required":false,"visibility":"user-or-llm","description":"Private metadata (JSON object, backend only)"},"unsafeMetadata":{"type":"json","required":false,"visibility":"user-or-llm","description":"Unsafe metadata (JSON object, modifiable from frontend)"},"skipPasswordChecks":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Skip password validation checks"},"skipPasswordRequirement":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Make password optional"}}},"clerk_delete_allowlist_identifier":{"id":"clerk_delete_allowlist_identifier","name":"Delete Allowlist Identifier from Clerk","description":"Remove an identifier from your Clerk instance allowlist","version":"1.0.0","params":{"secretKey":{"type":"string","required":true,"visibility":"user-only","description":"The Clerk Secret Key for API authentication"},"identifierId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the allowlist identifier to delete"}}},"clerk_delete_blocklist_identifier":{"id":"clerk_delete_blocklist_identifier","name":"Delete Blocklist Identifier from Clerk","description":"Remove an identifier from your Clerk instance blocklist","version":"1.0.0","params":{"secretKey":{"type":"string","required":true,"visibility":"user-only","description":"The Clerk Secret Key for API authentication"},"identifierId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the blocklist identifier to delete"}}},"clerk_delete_organization":{"id":"clerk_delete_organization","name":"Delete Organization from Clerk","description":"Delete an organization from your Clerk application","version":"1.0.0","params":{"secretKey":{"type":"string","required":true,"visibility":"user-only","description":"The Clerk Secret Key for API authentication"},"organizationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the organization to delete (e.g., org_2NNEqL2nrIRdJ194ndJqAHwEfxC)"}}},"clerk_delete_user":{"id":"clerk_delete_user","name":"Delete User from Clerk","description":"Delete a user from your Clerk application","version":"1.0.0","params":{"secretKey":{"type":"string","required":true,"visibility":"user-only","description":"The Clerk Secret Key for API authentication"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the user to delete (e.g., user_2NNEqL2nrIRdJ194ndJqAHwEfxC)"}}},"clerk_get_jwt_template":{"id":"clerk_get_jwt_template","name":"Get JWT Template from Clerk","description":"Retrieve a single custom JWT template by ID from Clerk","version":"1.0.0","params":{"secretKey":{"type":"string","required":true,"visibility":"user-only","description":"The Clerk Secret Key for API authentication"},"templateId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the JWT template to retrieve"}}},"clerk_get_organization":{"id":"clerk_get_organization","name":"Get Organization from Clerk","description":"Retrieve a single organization by ID or slug from Clerk","version":"1.0.0","params":{"secretKey":{"type":"string","required":true,"visibility":"user-only","description":"The Clerk Secret Key for API authentication"},"organizationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID or slug of the organization to retrieve (e.g., org_2NNEqL2nrIRdJ194ndJqAHwEfxC or my-org-slug)"}}},"clerk_get_session":{"id":"clerk_get_session","name":"Get Session from Clerk","description":"Retrieve a single session by ID from Clerk","version":"1.0.0","params":{"secretKey":{"type":"string","required":true,"visibility":"user-only","description":"The Clerk Secret Key for API authentication"},"sessionId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the session to retrieve (e.g., sess_2NNEqL2nrIRdJ194ndJqAHwEfxC)"}}},"clerk_get_user":{"id":"clerk_get_user","name":"Get User from Clerk","description":"Retrieve a single user by their ID from Clerk","version":"1.0.0","params":{"secretKey":{"type":"string","required":true,"visibility":"user-only","description":"The Clerk Secret Key for API authentication"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the user to retrieve (e.g., user_2NNEqL2nrIRdJ194ndJqAHwEfxC)"}}},"clerk_get_user_oauth_token":{"id":"clerk_get_user_oauth_token","name":"Get User OAuth Access Token from Clerk","description":"Retrieve a user\'s OAuth access token for a connected external provider (e.g. Google, GitHub, Microsoft) obtained via Clerk SSO","version":"1.0.0","params":{"secretKey":{"type":"string","required":true,"visibility":"user-only","description":"The Clerk Secret Key for API authentication"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the user (e.g., user_2NNEqL2nrIRdJ194ndJqAHwEfxC)"},"provider":{"type":"string","required":true,"visibility":"user-or-llm","description":"OAuth provider slug, e.g. google, github, microsoft, discord (without the oauth_ prefix)"}}},"clerk_list_allowlist_identifiers":{"id":"clerk_list_allowlist_identifiers","name":"List Allowlist Identifiers from Clerk","description":"List email/phone/web3-wallet identifiers on your Clerk instance allowlist","version":"1.0.0","params":{"secretKey":{"type":"string","required":true,"visibility":"user-only","description":"The Clerk Secret Key for API authentication"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (e.g., 10, 50, 100; range: 1-500, default: 10)"},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to skip for pagination (e.g., 0, 10, 20)"}}},"clerk_list_blocklist_identifiers":{"id":"clerk_list_blocklist_identifiers","name":"List Blocklist Identifiers from Clerk","description":"List email/phone/web3-wallet identifiers on your Clerk instance blocklist","version":"1.0.0","params":{"secretKey":{"type":"string","required":true,"visibility":"user-only","description":"The Clerk Secret Key for API authentication"}}},"clerk_list_jwt_templates":{"id":"clerk_list_jwt_templates","name":"List JWT Templates from Clerk","description":"List custom JWT templates configured on your Clerk instance","version":"1.0.0","params":{"secretKey":{"type":"string","required":true,"visibility":"user-only","description":"The Clerk Secret Key for API authentication"}}},"clerk_list_organization_invitations":{"id":"clerk_list_organization_invitations","name":"List Organization Invitations from Clerk","description":"List pending and past invitations for a Clerk organization","version":"1.0.0","params":{"secretKey":{"type":"string","required":true,"visibility":"user-only","description":"The Clerk Secret Key for API authentication"},"organizationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the organization (e.g., org_2NNEqL2nrIRdJ194ndJqAHwEfxC)"},"status":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by status: pending, accepted, revoked, or expired"},"emailAddress":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by invited email address"},"orderBy":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort field (created_at, email_address) with +/- prefix (default: -created_at)"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (e.g., 10, 50, 100; range: 1-500, default: 10)"},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to skip for pagination (e.g., 0, 10, 20)"}}},"clerk_list_organization_memberships":{"id":"clerk_list_organization_memberships","name":"List Organization Memberships from Clerk","description":"List members of a Clerk organization with optional filtering and pagination","version":"1.0.0","params":{"secretKey":{"type":"string","required":true,"visibility":"user-only","description":"The Clerk Secret Key for API authentication"},"organizationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the organization (e.g., org_2NNEqL2nrIRdJ194ndJqAHwEfxC)"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (e.g., 10, 50, 100; range: 1-500, default: 10)"},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to skip for pagination (e.g., 0, 10, 20)"},"orderBy":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort field (e.g., created_at) with +/- prefix for direction"},"role":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by role, comma-separated for multiple (e.g., org:admin,org:member)"}}},"clerk_list_organizations":{"id":"clerk_list_organizations","name":"List Organizations from Clerk","description":"List all organizations in your Clerk application with optional filtering","version":"1.0.0","params":{"secretKey":{"type":"string","required":true,"visibility":"user-only","description":"The Clerk Secret Key for API authentication"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (e.g., 10, 50, 100; range: 1-500, default: 10)"},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to skip for pagination (e.g., 0, 10, 20)"},"includeMembersCount":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Include member count for each organization"},"query":{"type":"string","required":false,"visibility":"user-or-llm","description":"Search by organization ID, name, or slug (e.g., Acme Corp or acme-corp)"},"orderBy":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort field (name, created_at, members_count) with +/- prefix"}}},"clerk_list_sessions":{"id":"clerk_list_sessions","name":"List Sessions from Clerk","description":"List sessions for a user or client in your Clerk application","version":"1.0.0","params":{"secretKey":{"type":"string","required":true,"visibility":"user-only","description":"The Clerk Secret Key for API authentication"},"userId":{"type":"string","required":false,"visibility":"user-or-llm","description":"User ID to list sessions for (e.g., user_2NNEqL2nrIRdJ194ndJqAHwEfxC; required if clientId not provided)"},"clientId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Client ID to list sessions for (required if userId not provided)"},"status":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by session status (abandoned, active, ended, expired, pending, removed, replaced, revoked)"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (e.g., 10, 50, 100; range: 1-500, default: 10)"},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to skip for pagination (e.g., 0, 10, 20)"}}},"clerk_list_users":{"id":"clerk_list_users","name":"List Users from Clerk","description":"List all users in your Clerk application with optional filtering and pagination","version":"1.0.0","params":{"secretKey":{"type":"string","required":true,"visibility":"user-only","description":"The Clerk Secret Key for API authentication"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (e.g., 10, 50, 100; range: 1-500, default: 10)"},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to skip for pagination (e.g., 0, 10, 20)"},"orderBy":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort field with optional +/- prefix for direction (default: -created_at)"},"emailAddress":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by email address (e.g., user@example.com or user1@example.com,user2@example.com)"},"phoneNumber":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by phone number (comma-separated for multiple)"},"externalId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by external ID (comma-separated for multiple)"},"username":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by username (comma-separated for multiple)"},"userId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by user ID (e.g., user_2NNEqL2nrIRdJ194ndJqAHwEfxC or comma-separated for multiple)"},"query":{"type":"string","required":false,"visibility":"user-or-llm","description":"Search query to match across email, phone, username, and names (e.g., john or john@example.com)"}}},"clerk_lock_user":{"id":"clerk_lock_user","name":"Lock User in Clerk","description":"Lock a user account, blocking sign-in attempts","version":"1.0.0","params":{"secretKey":{"type":"string","required":true,"visibility":"user-only","description":"The Clerk Secret Key for API authentication"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the user to lock (e.g., user_2NNEqL2nrIRdJ194ndJqAHwEfxC)"}}},"clerk_remove_organization_member":{"id":"clerk_remove_organization_member","name":"Remove Organization Member from Clerk","description":"Remove a member from a Clerk organization","version":"1.0.0","params":{"secretKey":{"type":"string","required":true,"visibility":"user-only","description":"The Clerk Secret Key for API 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bc_abc123)"},"followupPromptText":{"type":"string","required":true,"visibility":"user-or-llm","description":"The follow-up instruction text for the agent"},"promptImages":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON array of image objects with base64 data and dimensions (max 5)"}}},"cursor_add_followup_v2":{"id":"cursor_add_followup_v2","name":"Cursor Add Follow-up","description":"Add a follow-up instruction to an existing cloud agent. Returns API-aligned fields only.","version":"2.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cursor API key"},"agentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Unique identifier for the cloud agent (e.g., bc_abc123)"},"followupPromptText":{"type":"string","required":true,"visibility":"user-or-llm","description":"The follow-up instruction text for the agent"},"promptImages":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON array of image objects with base64 data and dimensions (max 5)"}}},"cursor_delete_agent":{"id":"cursor_delete_agent","name":"Cursor Delete Agent","description":"Permanently delete a cloud agent. This action cannot be undone.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cursor API key"},"agentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Unique identifier for the cloud agent (e.g., bc_abc123)"}}},"cursor_delete_agent_v2":{"id":"cursor_delete_agent_v2","name":"Cursor Delete Agent","description":"Permanently delete a cloud agent. Returns API-aligned fields only.","version":"2.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cursor API key"},"agentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Unique identifier for the cloud agent (e.g., bc_abc123)"}}},"cursor_download_artifact":{"id":"cursor_download_artifact","name":"Cursor Download Artifact","description":"Download a generated artifact file from a cloud agent.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cursor API key"},"agentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Unique identifier for the cloud agent (e.g., bc_abc123)"},"path":{"type":"string","required":true,"visibility":"user-or-llm","description":"Absolute path of the artifact to download (e.g., /src/index.ts)"}}},"cursor_download_artifact_v2":{"id":"cursor_download_artifact_v2","name":"Cursor Download Artifact","description":"Download a generated artifact file from a cloud agent. Returns the file for execution storage.","version":"2.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cursor API key"},"agentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Unique identifier for the cloud agent (e.g., bc_abc123)"},"path":{"type":"string","required":true,"visibility":"user-or-llm","description":"Absolute path of the artifact to download (e.g., /src/index.ts)"}}},"cursor_get_agent":{"id":"cursor_get_agent","name":"Cursor Get Agent","description":"Retrieve the current status and results of a cloud agent.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cursor API key"},"agentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Unique identifier for the cloud agent (e.g., bc_abc123)"}}},"cursor_get_agent_v2":{"id":"cursor_get_agent_v2","name":"Cursor Get Agent","description":"Retrieve the current status and results of a cloud agent. Returns API-aligned fields only.","version":"2.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cursor API key"},"agentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Unique identifier for the cloud agent (e.g., bc_abc123)"}}},"cursor_get_api_key_info":{"id":"cursor_get_api_key_info","name":"Cursor Get API Key Info","description":"Retrieve details about the API key currently in use.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cursor API key"}}},"cursor_get_api_key_info_v2":{"id":"cursor_get_api_key_info_v2","name":"Cursor Get API Key Info","description":"Retrieve details about the API key currently in use. Returns API-aligned fields only.","version":"2.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cursor API key"}}},"cursor_get_conversation":{"id":"cursor_get_conversation","name":"Cursor Get Conversation","description":"Retrieve the conversation history of a cloud agent, including all user prompts and assistant responses.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cursor API key"},"agentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Unique identifier for the cloud agent (e.g., bc_abc123)"}}},"cursor_get_conversation_v2":{"id":"cursor_get_conversation_v2","name":"Cursor Get Conversation","description":"Retrieve the conversation history of a cloud agent, including all user prompts and assistant responses. 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Returns API-aligned fields only.","version":"2.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cursor API key"},"repository":{"type":"string","required":true,"visibility":"user-or-llm","description":"GitHub repository URL (e.g., https://github.com/your-org/your-repo)"},"ref":{"type":"string","required":false,"visibility":"user-or-llm","description":"Branch, tag, or commit to work from (defaults to default branch)"},"promptText":{"type":"string","required":true,"visibility":"user-or-llm","description":"The instruction text for the agent"},"promptImages":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON array of image objects with base64 data and dimensions"},"model":{"type":"string","required":false,"visibility":"user-or-llm","description":"Model to use (leave empty for auto-selection)"},"branchName":{"type":"string","required":false,"visibility":"user-or-llm","description":"Custom branch name for the agent to use"},"autoCreatePr":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Automatically create a PR when the agent finishes"},"openAsCursorGithubApp":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Open the PR as the Cursor GitHub App"},"skipReviewerRequest":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Skip requesting reviewers on the PR"}}},"cursor_list_agents":{"id":"cursor_list_agents","name":"Cursor List Agents","description":"List all cloud agents for the authenticated user with optional pagination.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cursor API key"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of agents to return (default: 20, max: 100)"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor from previous response"},"prUrl":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter agents by pull request URL"}}},"cursor_list_agents_v2":{"id":"cursor_list_agents_v2","name":"Cursor List Agents","description":"List all cloud agents for the authenticated user with optional pagination. Returns API-aligned fields only.","version":"2.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cursor API key"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of agents to return (default: 20, max: 100)"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor from previous response"},"prUrl":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter agents by pull request URL"}}},"cursor_list_artifacts":{"id":"cursor_list_artifacts","name":"Cursor List Artifacts","description":"List generated artifact files for a cloud agent.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cursor API key"},"agentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Unique identifier for the cloud agent (e.g., bc_abc123)"}}},"cursor_list_artifacts_v2":{"id":"cursor_list_artifacts_v2","name":"Cursor List Artifacts","description":"List generated artifact files for a cloud agent. Returns API-aligned fields only.","version":"2.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cursor API key"},"agentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Unique identifier for the cloud agent (e.g., bc_abc123)"}}},"cursor_list_models":{"id":"cursor_list_models","name":"Cursor List Models","description":"List the models available for launching cloud agents.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cursor API key"}}},"cursor_list_models_v2":{"id":"cursor_list_models_v2","name":"Cursor List Models","description":"List the models available for launching cloud agents. Returns API-aligned fields only.","version":"2.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cursor API key"}}},"cursor_list_repositories":{"id":"cursor_list_repositories","name":"Cursor List Repositories","description":"List the GitHub repositories accessible to the authenticated user.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cursor API key"}}},"cursor_list_repositories_v2":{"id":"cursor_list_repositories_v2","name":"Cursor List Repositories","description":"List the GitHub repositories accessible to the authenticated user. Returns API-aligned fields only.","version":"2.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cursor API key"}}},"cursor_stop_agent":{"id":"cursor_stop_agent","name":"Cursor Stop Agent","description":"Stop a running cloud agent. This pauses the agent without deleting it.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cursor API key"},"agentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Unique identifier for the cloud agent (e.g., bc_abc123)"}}},"cursor_stop_agent_v2":{"id":"cursor_stop_agent_v2","name":"Cursor Stop Agent","description":"Stop a running cloud agent. Returns API-aligned fields only.","version":"2.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cursor API key"},"agentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Unique identifier for the cloud agent (e.g., bc_abc123)"}}},"dagster_delete_run":{"id":"dagster_delete_run","name":"Dagster Delete Run","description":"Permanently delete a Dagster run record.","version":"1.0.0","params":{"host":{"type":"string","required":true,"visibility":"user-only","description":"Dagster host URL (e.g., https://myorg.dagster.cloud/prod or http://localhost:3001)"},"apiKey":{"type":"string","required":false,"visibility":"user-only","description":"Dagster+ API token (leave blank for OSS / self-hosted)"},"runId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the run to delete"}}},"dagster_get_asset":{"id":"dagster_get_asset","name":"Dagster Get Asset","description":"Get an asset definition and its latest materialization by asset key.","version":"1.0.0","params":{"host":{"type":"string","required":true,"visibility":"user-only","description":"Dagster host URL (e.g., https://myorg.dagster.cloud/prod or http://localhost:3001)"},"apiKey":{"type":"string","required":false,"visibility":"user-only","description":"Dagster+ API token (leave blank for OSS / self-hosted)"},"assetKey":{"type":"string","required":true,"visibility":"user-or-llm","description":"Slash-delimited asset key, e.g. \\"my_asset\\" or \\"raw/events\\""}}},"dagster_get_run":{"id":"dagster_get_run","name":"Dagster Get Run","description":"Get the status and details of a Dagster run by its ID.","version":"1.0.0","params":{"host":{"type":"string","required":true,"visibility":"user-only","description":"Dagster host URL (e.g., https://myorg.dagster.cloud/prod or http://localhost:3000)"},"apiKey":{"type":"string","required":false,"visibility":"user-only","description":"Dagster+ API token (leave blank for OSS / self-hosted)"},"runId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the run to retrieve"}}},"dagster_get_run_logs":{"id":"dagster_get_run_logs","name":"Dagster Get Run Logs","description":"Fetch execution event logs for a Dagster run.","version":"1.0.0","params":{"host":{"type":"string","required":true,"visibility":"user-only","description":"Dagster host URL (e.g., https://myorg.dagster.cloud/prod or http://localhost:3001)"},"apiKey":{"type":"string","required":false,"visibility":"user-only","description":"Dagster+ API token (leave blank for OSS / self-hosted)"},"runId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the run to fetch logs for"},"afterCursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor for paginating through log events (from a previous response)"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of log 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object (optional)"},"tags":{"type":"string","required":false,"visibility":"user-or-llm","description":"Tags as a JSON array of {key, value} objects (optional)"}}},"dagster_list_assets":{"id":"dagster_list_assets","name":"Dagster List Assets","description":"List assets tracked by a Dagster instance, optionally filtered by key prefix.","version":"1.0.0","params":{"host":{"type":"string","required":true,"visibility":"user-only","description":"Dagster host URL (e.g., https://myorg.dagster.cloud/prod or http://localhost:3001)"},"apiKey":{"type":"string","required":false,"visibility":"user-only","description":"Dagster+ API token (leave blank for OSS / self-hosted)"},"prefix":{"type":"string","required":false,"visibility":"user-or-llm","description":"Slash-delimited asset key prefix to filter by, e.g. \\"raw\\" or \\"raw/events\\" (optional)"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Asset key cursor from a previous response, for pagination (optional)"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of assets to return per page (default 100)"}}},"dagster_list_jobs":{"id":"dagster_list_jobs","name":"Dagster List Jobs","description":"List all jobs across repositories in a Dagster instance.","version":"1.0.0","params":{"host":{"type":"string","required":true,"visibility":"user-only","description":"Dagster host URL (e.g., https://myorg.dagster.cloud/prod or http://localhost:3001)"},"apiKey":{"type":"string","required":false,"visibility":"user-only","description":"Dagster+ API token (leave blank for OSS / self-hosted)"}}},"dagster_list_runs":{"id":"dagster_list_runs","name":"Dagster List Runs","description":"List Dagster runs with optional filters by job name, status, and creation-time range, plus cursor pagination.","version":"1.0.0","params":{"host":{"type":"string","required":true,"visibility":"user-only","description":"Dagster host URL (e.g., https://myorg.dagster.cloud/prod or http://localhost:3001)"},"apiKey":{"type":"string","required":false,"visibility":"user-only","description":"Dagster+ API token (leave blank for OSS / self-hosted)"},"jobName":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter runs by job name (optional)"},"statuses":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated run statuses to filter by, e.g. \\"SUCCESS,FAILURE\\" (optional)"},"createdAfter":{"type":"number","required":false,"visibility":"user-or-llm","description":"Only return runs created at or after this Unix timestamp in seconds (optional)"},"createdBefore":{"type":"number","required":false,"visibility":"user-or-llm","description":"Only return runs created at or before this Unix timestamp in seconds (optional)"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Run ID to page after, from a previous response cursor (optional)"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of runs to return (default 20)"}}},"dagster_list_schedules":{"id":"dagster_list_schedules","name":"Dagster List Schedules","description":"List all schedules in a Dagster repository, optionally filtered by status.","version":"1.0.0","params":{"host":{"type":"string","required":true,"visibility":"user-only","description":"Dagster host URL (e.g., https://myorg.dagster.cloud/prod or http://localhost:3001)"},"apiKey":{"type":"string","required":false,"visibility":"user-only","description":"Dagster+ API token (leave blank for OSS / self-hosted)"},"repositoryLocationName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository location (code location) name"},"repositoryName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository name within the code 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location"},"sensorStatus":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter sensors by status: RUNNING or STOPPED (omit to return all)"}}},"dagster_materialize_assets":{"id":"dagster_materialize_assets","name":"Dagster Materialize Assets","description":"Materialize selected assets by launching their asset job with an asset selection.","version":"1.0.0","params":{"host":{"type":"string","required":true,"visibility":"user-only","description":"Dagster host URL (e.g., https://myorg.dagster.cloud/prod or http://localhost:3001)"},"apiKey":{"type":"string","required":false,"visibility":"user-only","description":"Dagster+ API token (leave blank for OSS / self-hosted)"},"repositoryLocationName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository location (code location) name"},"repositoryName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository name within the code 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(leave blank for OSS / self-hosted)"},"parentRunId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the run to reexecute"},"strategy":{"type":"string","required":true,"visibility":"user-or-llm","description":"Reexecution strategy: ALL_STEPS reruns everything, FROM_FAILURE resumes from failed steps, FROM_ASSET_FAILURE resumes from failed assets"}}},"dagster_report_asset_materialization":{"id":"dagster_report_asset_materialization","name":"Dagster Report Asset Materialization","description":"Report an external (runless) materialization or observation for an asset.","version":"1.0.0","params":{"host":{"type":"string","required":true,"visibility":"user-only","description":"Dagster host URL (e.g., https://myorg.dagster.cloud/prod or http://localhost:3001)"},"apiKey":{"type":"string","required":false,"visibility":"user-only","description":"Dagster+ API token (leave blank for OSS / self-hosted)"},"assetKey":{"type":"string","required":true,"visibility":"user-or-llm","description":"Slash-delimited asset key to report against, e.g. \\"my_asset\\" or \\"raw/events\\""},"eventType":{"type":"string","required":false,"visibility":"user-or-llm","description":"Event type to report: ASSET_MATERIALIZATION (default) or ASSET_OBSERVATION"},"partitionKeys":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated partition keys to report against (optional)"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Human-readable description for the reported event (optional)"}}},"dagster_start_schedule":{"id":"dagster_start_schedule","name":"Dagster Start Schedule","description":"Enable (start) a schedule in a Dagster repository.","version":"1.0.0","params":{"host":{"type":"string","required":true,"visibility":"user-only","description":"Dagster host URL (e.g., https://myorg.dagster.cloud/prod or 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API token (leave blank for OSS / self-hosted)"},"repositoryLocationName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository location (code location) name"},"repositoryName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository name within the code location"},"sensorName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name of the sensor to start"}}},"dagster_stop_schedule":{"id":"dagster_stop_schedule","name":"Dagster Stop Schedule","description":"Disable (stop) a running schedule in Dagster.","version":"1.0.0","params":{"host":{"type":"string","required":true,"visibility":"user-only","description":"Dagster host URL (e.g., https://myorg.dagster.cloud/prod or http://localhost:3001)"},"apiKey":{"type":"string","required":false,"visibility":"user-only","description":"Dagster+ API token (leave blank for OSS / self-hosted)"},"instigationStateId":{"type":"string","required":true,"visibility":"user-or-llm","description":"InstigationState ID of the schedule to stop — available from dagster_list_schedules output"}}},"dagster_stop_sensor":{"id":"dagster_stop_sensor","name":"Dagster Stop Sensor","description":"Disable (stop) a running sensor in Dagster.","version":"1.0.0","params":{"host":{"type":"string","required":true,"visibility":"user-only","description":"Dagster host URL (e.g., https://myorg.dagster.cloud/prod or http://localhost:3001)"},"apiKey":{"type":"string","required":false,"visibility":"user-only","description":"Dagster+ API token (leave blank for OSS / self-hosted)"},"instigationStateId":{"type":"string","required":true,"visibility":"user-or-llm","description":"InstigationState ID of the sensor to stop — available from dagster_list_sensors output"}}},"dagster_terminate_run":{"id":"dagster_terminate_run","name":"Dagster Terminate Run","description":"Terminate an in-progress Dagster run.","version":"1.0.0","params":{"host":{"type":"string","required":true,"visibility":"user-only","description":"Dagster host URL (e.g., https://myorg.dagster.cloud/prod or http://localhost:3001)"},"apiKey":{"type":"string","required":false,"visibility":"user-only","description":"Dagster+ API token (leave blank for OSS / self-hosted)"},"runId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the run to terminate"}}},"dagster_wipe_asset":{"id":"dagster_wipe_asset","name":"Dagster Wipe Asset","description":"DESTRUCTIVE: permanently wipes ALL materialization history (every partition) for an asset. This cannot be undone.","version":"1.0.0","params":{"host":{"type":"string","required":true,"visibility":"user-only","description":"Dagster host URL (e.g., https://myorg.dagster.cloud/prod or http://localhost:3001)"},"apiKey":{"type":"string","required":false,"visibility":"user-only","description":"Dagster+ API token (leave blank for OSS / self-hosted)"},"assetKey":{"type":"string","required":true,"visibility":"user-or-llm","description":"Slash-delimited asset key to wipe, e.g. \\"my_asset\\" or \\"raw/events\\""}}},"databricks_cancel_run":{"id":"databricks_cancel_run","name":"Databricks Cancel Run","description":"Cancel a running or pending Databricks job run. 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Range: \\"0s\\" or \\"5s\\" to \\"50s\\". Default: \\"50s\\""}}},"databricks_get_cluster":{"id":"databricks_get_cluster","name":"Databricks Get Cluster","description":"Get the state, configuration, and resource details of a single Databricks cluster by its cluster ID.","version":"1.0.0","params":{"host":{"type":"string","required":true,"visibility":"user-only","description":"Databricks workspace host (e.g., dbc-abc123.cloud.databricks.com)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Databricks Personal Access Token"},"clusterId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the cluster to retrieve"}}},"databricks_get_job":{"id":"databricks_get_job","name":"Databricks Get Job","description":"Get the full definition and settings of a single Databricks job by its job ID.","version":"1.0.0","params":{"host":{"type":"string","required":true,"visibility":"user-only","description":"Databricks workspace host (e.g., dbc-abc123.cloud.databricks.com)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Databricks Personal Access Token"},"jobId":{"type":"number","required":true,"visibility":"user-or-llm","description":"The canonical identifier of the job to retrieve"}}},"databricks_get_run":{"id":"databricks_get_run","name":"Databricks Get Run","description":"Get the status, timing, and details of a Databricks job run by its run ID.","version":"1.0.0","params":{"host":{"type":"string","required":true,"visibility":"user-only","description":"Databricks workspace host (e.g., dbc-abc123.cloud.databricks.com)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Databricks Personal Access Token"},"runId":{"type":"number","required":true,"visibility":"user-or-llm","description":"The canonical identifier of the run"},"includeHistory":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Include repair history in the response"},"includeResolvedValues":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Include resolved parameter values in the response"}}},"databricks_get_run_output":{"id":"databricks_get_run_output","name":"Databricks Get Run Output","description":"Get the output of a completed Databricks job run, including notebook results, error messages, and logs. 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Use this after Execute SQL when a query runs longer than the wait timeout.","version":"1.0.0","params":{"host":{"type":"string","required":true,"visibility":"user-only","description":"Databricks workspace host (e.g., dbc-abc123.cloud.databricks.com)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Databricks Personal Access Token"},"statementId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the statement to fetch (returned by Execute SQL)"}}},"databricks_list_clusters":{"id":"databricks_list_clusters","name":"Databricks List Clusters","description":"List all clusters in a Databricks workspace including their state, configuration, and resource details.","version":"1.0.0","params":{"host":{"type":"string","required":true,"visibility":"user-only","description":"Databricks workspace host (e.g., dbc-abc123.cloud.databricks.com)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Databricks Personal Access Token"}}},"databricks_list_jobs":{"id":"databricks_list_jobs","name":"Databricks List Jobs","description":"List all jobs in a Databricks workspace with optional filtering by name.","version":"1.0.0","params":{"host":{"type":"string","required":true,"visibility":"user-only","description":"Databricks workspace host (e.g., dbc-abc123.cloud.databricks.com)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Databricks Personal Access Token"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of jobs to return (range 1-100, default 20)"},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Offset for pagination"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter jobs by exact name (case-insensitive)"},"expandTasks":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Include task and cluster details in the response (max 100 elements)"}}},"databricks_list_runs":{"id":"databricks_list_runs","name":"Databricks List Runs","description":"List job runs in a Databricks workspace with optional filtering by job, status, and time range.","version":"1.0.0","params":{"host":{"type":"string","required":true,"visibility":"user-only","description":"Databricks workspace host (e.g., dbc-abc123.cloud.databricks.com)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Databricks Personal Access Token"},"jobId":{"type":"number","required":false,"visibility":"user-or-llm","description":"Filter runs by job ID. 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Use this to discover the warehouse ID needed for Execute SQL.","version":"1.0.0","params":{"host":{"type":"string","required":true,"visibility":"user-only","description":"Databricks workspace host (e.g., dbc-abc123.cloud.databricks.com)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Databricks Personal Access Token"}}},"databricks_run_job":{"id":"databricks_run_job","name":"Databricks Run Job","description":"Trigger an existing Databricks job to run immediately with optional job-level or notebook parameters.","version":"1.0.0","params":{"host":{"type":"string","required":true,"visibility":"user-only","description":"Databricks workspace host (e.g., dbc-abc123.cloud.databricks.com)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Databricks Personal Access Token"},"jobId":{"type":"number","required":true,"visibility":"user-or-llm","description":"The ID of the job to trigger"},"jobParameters":{"type":"string","required":false,"visibility":"user-or-llm","description":"Job-level parameter overrides as a JSON object (e.g., {\\"key\\": \\"value\\"})"},"notebookParams":{"type":"string","required":false,"visibility":"user-or-llm","description":"Notebook task parameters as a JSON object (e.g., {\\"param1\\": \\"value1\\"})"},"idempotencyToken":{"type":"string","required":false,"visibility":"user-or-llm","description":"Idempotency token to prevent duplicate runs (max 64 characters)"}}},"datadog_cancel_downtime":{"id":"datadog_cancel_downtime","name":"Datadog Cancel Downtime","description":"Cancel a scheduled downtime.","version":"1.0.0","params":{"downtimeId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the downtime to cancel (e.g., \\"abc123def456\\")"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Datadog API key"},"applicationKey":{"type":"string","required":true,"visibility":"user-only","description":"Datadog Application key"},"site":{"type":"string","required":false,"visibility":"user-only","description":"Datadog site/region (default: datadoghq.com)"}}},"datadog_create_downtime":{"id":"datadog_create_downtime","name":"Datadog Create Downtime","description":"Schedule a downtime to suppress monitor notifications during maintenance windows.","version":"1.0.0","params":{"scope":{"type":"string","required":true,"visibility":"user-or-llm","description":"Scope to apply downtime to (e.g., \\"host:myhost\\", \\"env:production\\", or \\"*\\" for all)"},"message":{"type":"string","required":false,"visibility":"user-or-llm","description":"Message to display during downtime"},"start":{"type":"number","required":false,"visibility":"user-or-llm","description":"Unix timestamp for downtime start in seconds (e.g., 1705320000, defaults to now)"},"end":{"type":"number","required":false,"visibility":"user-or-llm","description":"Unix timestamp for downtime end in seconds (e.g., 1705323600)"},"timezone":{"type":"string","required":false,"visibility":"user-or-llm","description":"Timezone for the downtime (e.g., \\"America/New_York\\", \\"UTC\\", \\"Europe/London\\")"},"monitorId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Specific monitor ID to mute (e.g., \\"12345678\\")"},"monitorTags":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated monitor tags to match (e.g., \\"team:backend,priority:high\\")"},"muteFirstRecoveryNotification":{"type":"boolean","required":false,"visibility":"user-only","description":"Mute the first recovery notification"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Datadog API key"},"applicationKey":{"type":"string","required":true,"visibility":"user-only","description":"Datadog Application key"},"site":{"type":"string","required":false,"visibility":"user-only","description":"Datadog site/region (default: datadoghq.com)"}}},"datadog_create_event":{"id":"datadog_create_event","name":"Datadog Create Event","description":"Post an event to the Datadog event stream. Use for deployment notifications, alerts, or any significant occurrences.","version":"1.0.0","params":{"title":{"type":"string","required":true,"visibility":"user-or-llm","description":"Event title"},"text":{"type":"string","required":true,"visibility":"user-or-llm","description":"Event body/description. 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Can include @-mentions and markdown."},"tags":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of tags"},"priority":{"type":"number","required":false,"visibility":"user-or-llm","description":"Monitor priority (1-5, where 1 is highest)"},"options":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON string of monitor options (thresholds, notify_no_data, renotify_interval, etc.)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Datadog API key"},"applicationKey":{"type":"string","required":true,"visibility":"user-only","description":"Datadog Application key"},"site":{"type":"string","required":false,"visibility":"user-only","description":"Datadog site/region (default: datadoghq.com)"}}},"datadog_get_monitor":{"id":"datadog_get_monitor","name":"Datadog Get Monitor","description":"Retrieve details of a specific monitor by ID.","version":"1.0.0","params":{"monitorId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the monitor to retrieve (e.g., \\"12345678\\")"},"groupStates":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated group states to include (e.g., \\"alert,warn\\", \\"alert,warn,no data,ok\\")"},"withDowntimes":{"type":"boolean","required":false,"visibility":"user-only","description":"Include downtime data with the monitor"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Datadog API key"},"applicationKey":{"type":"string","required":true,"visibility":"user-only","description":"Datadog Application key"},"site":{"type":"string","required":false,"visibility":"user-only","description":"Datadog site/region (default: datadoghq.com)"}}},"datadog_list_downtimes":{"id":"datadog_list_downtimes","name":"Datadog List Downtimes","description":"List all scheduled downtimes in Datadog.","version":"1.0.0","params":{"currentOnly":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Only return currently active downtimes"},"monitorId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by monitor ID (e.g., \\"12345678\\")"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Datadog API key"},"applicationKey":{"type":"string","required":true,"visibility":"user-only","description":"Datadog Application key"},"site":{"type":"string","required":false,"visibility":"user-only","description":"Datadog site/region (default: datadoghq.com)"}}},"datadog_list_monitors":{"id":"datadog_list_monitors","name":"Datadog List Monitors","description":"List all monitors in Datadog with optional filtering by name, tags, or state.","version":"1.0.0","params":{"groupStates":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated group states to filter by (e.g., \\"alert,warn\\", \\"alert,warn,no data,ok\\")"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter monitors by name with partial match (e.g., \\"CPU\\", \\"Production\\")"},"tags":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of tags to filter by (e.g., \\"env:prod,team:backend\\")"},"monitorTags":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of monitor tags to filter by (e.g., \\"service:api,priority:high\\")"},"withDowntimes":{"type":"boolean","required":false,"visibility":"user-only","description":"Include downtime data with monitors"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number for pagination (0-indexed, e.g., 0, 1, 2)"},"pageSize":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of monitors per page (e.g., 50, max: 1000)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Datadog API key"},"applicationKey":{"type":"string","required":true,"visibility":"user-only","description":"Datadog Application key"},"site":{"type":"string","required":false,"visibility":"user-only","description":"Datadog site/region (default: datadoghq.com)"}}},"datadog_mute_monitor":{"id":"datadog_mute_monitor","name":"Datadog Mute Monitor","description":"Mute a monitor to temporarily suppress notifications.","version":"1.0.0","params":{"monitorId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the monitor to mute (e.g., \\"12345678\\")"},"scope":{"type":"string","required":false,"visibility":"user-or-llm","description":"Scope to mute (e.g., \\"host:myhost\\", \\"env:prod\\"). If not specified, mutes all scopes."},"end":{"type":"number","required":false,"visibility":"user-or-llm","description":"Unix timestamp in seconds when the mute should end (e.g., 1705323600). If not specified, mutes indefinitely."},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Datadog API key"},"applicationKey":{"type":"string","required":true,"visibility":"user-only","description":"Datadog Application key"},"site":{"type":"string","required":false,"visibility":"user-only","description":"Datadog site/region (default: datadoghq.com)"}}},"datadog_query_logs":{"id":"datadog_query_logs","name":"Datadog Query Logs","description":"Search and retrieve logs from Datadog. Use for troubleshooting, analysis, or monitoring.","version":"1.0.0","params":{"query":{"type":"string","required":true,"visibility":"user-or-llm","description":"Log search query using Datadog query syntax (e.g., \\"service:web-app status:error\\", \\"host:prod-* @http.status_code:500\\")"},"from":{"type":"string","required":true,"visibility":"user-or-llm","description":"Start time in ISO-8601 format or relative time (e.g., \\"now-1h\\", \\"now-15m\\", \\"2024-01-15T10:00:00Z\\")"},"to":{"type":"string","required":true,"visibility":"user-or-llm","description":"End time in ISO-8601 format or relative time (e.g., \\"now\\", \\"now-5m\\", \\"2024-01-15T12:00:00Z\\")"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of logs to return (e.g., 50, 100, max: 1000)"},"sort":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort order: \\"timestamp\\" for oldest first, \\"-timestamp\\" for newest first"},"indexes":{"type":"string","required":false,"visibility":"user-only","description":"Comma-separated list of log indexes to search"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Datadog API key"},"applicationKey":{"type":"string","required":true,"visibility":"user-only","description":"Datadog Application key"},"site":{"type":"string","required":false,"visibility":"user-only","description":"Datadog site/region (default: datadoghq.com)"}}},"datadog_query_timeseries":{"id":"datadog_query_timeseries","name":"Datadog Query Timeseries","description":"Query metric timeseries data from Datadog. Use for analyzing trends, creating reports, or retrieving metric values.","version":"1.0.0","params":{"query":{"type":"string","required":true,"visibility":"user-or-llm","description":"Datadog metrics query (e.g., \\"avg:system.cpu.user{*}\\", \\"sum:nginx.requests{env:prod}.as_count()\\")"},"from":{"type":"number","required":true,"visibility":"user-or-llm","description":"Start time as Unix timestamp in seconds (e.g., 1705320000)"},"to":{"type":"number","required":true,"visibility":"user-or-llm","description":"End time as Unix timestamp in seconds (e.g., 1705323600)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Datadog API key"},"applicationKey":{"type":"string","required":true,"visibility":"user-only","description":"Datadog Application key"},"site":{"type":"string","required":false,"visibility":"user-only","description":"Datadog site/region (default: datadoghq.com)"}}},"datadog_send_logs":{"id":"datadog_send_logs","name":"Datadog Send Logs","description":"Send log entries to Datadog for centralized logging and analysis.","version":"1.0.0","params":{"logs":{"type":"string","required":true,"visibility":"user-or-llm","description":"JSON array of log entries. Each entry should have message and optionally ddsource, ddtags, hostname, service."},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Datadog API key"},"site":{"type":"string","required":false,"visibility":"user-only","description":"Datadog site/region (default: datadoghq.com)"}}},"datadog_submit_metrics":{"id":"datadog_submit_metrics","name":"Datadog Submit Metrics","description":"Submit custom metrics to Datadog. Use for tracking application performance, business metrics, or custom monitoring data.","version":"1.0.0","params":{"series":{"type":"string","required":true,"visibility":"user-or-llm","description":"JSON array of metric series to submit. Each series should include metric name, type (gauge/rate/count), points (timestamp/value pairs), and optional tags."},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Datadog API key"},"site":{"type":"string","required":false,"visibility":"user-only","description":"Datadog site/region (default: datadoghq.com)"}}},"datagma_enrich_company":{"id":"datagma_enrich_company","name":"Datagma Enrich Company","description":"Enrich a company profile using a domain, company name, or SIREN number (France). Returns size, industry, revenue, and description. Uses 2 credits per match.","version":"1.0.0","params":{"data":{"type":"string","required":true,"visibility":"user-or-llm","description":"Company domain (e.g., \'stripe.com\'), company name, or French SIREN number to enrich"},"companyPremium":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Include LinkedIn company data in the response"},"companyFull":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Include financial information in the response"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Datagma API key"}}},"datagma_enrich_person":{"id":"datagma_enrich_person","name":"Datagma Enrich Person","description":"Enrich a person\'s profile using their email, LinkedIn URL, or full name and company. Returns job title, company, location, and social data. Uses 2 credits per match; add 30 credits when a phone number is found.","version":"1.0.0","params":{"data":{"type":"string","required":true,"visibility":"user-or-llm","description":"Email address, LinkedIn URL, or full name (use companyKeyword when providing a name)"},"companyKeyword":{"type":"string","required":false,"visibility":"user-or-llm","description":"Company name or keyword to disambiguate when data is a full name"},"countryCode":{"type":"string","required":false,"visibility":"user-or-llm","description":"Two-letter country code to improve match accuracy (e.g., \'US\', \'GB\')"},"personFull":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Include education and work history in the response"},"phoneFull":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Attempt to find a mobile phone number (costs 30 additional credits if found)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Datagma API key"}}},"datagma_find_email":{"id":"datagma_find_email","name":"Datagma Find Email","description":"Find a verified work email from a person\'s full name and company. Uses 1 credit when a verified email is found.","version":"1.0.0","params":{"fullName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Person\'s full name (e.g., \'John Doe\')"},"company":{"type":"string","required":true,"visibility":"user-or-llm","description":"Company name or domain (e.g., \'Stripe\' or \'stripe.com\')"},"linkedInSlug":{"type":"string","required":false,"visibility":"user-or-llm","description":"LinkedIn company URL slug to improve match accuracy by 20%+"},"findEmailV2Step":{"type":"number","required":false,"visibility":"user-or-llm","description":"Lookup depth: 3 = full email (default), 2 = domain only"},"findEmailV2Country":{"type":"string","required":false,"visibility":"user-or-llm","description":"User\'s location to improve accuracy (e.g., \'General\', \'Japan\', \'France\')"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Datagma API key"}}},"datagma_find_phone":{"id":"datagma_find_phone","name":"Datagma Find Phone","description":"Find a mobile phone number from a person\'s LinkedIn URL. 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If the session is suspended, it will be automatically resumed. Returns the updated session state.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Devin API key (service user credential starting with cog_)"},"orgId":{"type":"string","required":true,"visibility":"user-only","description":"Devin organization ID (prefixed with org-)"},"sessionId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The session ID to send the message to"},"message":{"type":"string","required":true,"visibility":"user-or-llm","description":"The message to send to Devin"}}},"devin_terminate_session":{"id":"devin_terminate_session","name":"terminate_session","description":"Terminate a Devin session. 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Messages older than 2 weeks cannot be bulk deleted."},"serverId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Discord server ID (guild ID), e.g., 123456789012345678"}}},"discord_create_channel":{"id":"discord_create_channel","name":"Discord Create Channel","description":"Create a new channel in a Discord server","version":"1.0.0","params":{"botToken":{"type":"string","required":true,"visibility":"user-only","description":"The bot token for authentication"},"serverId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Discord server ID (guild ID), e.g., 123456789012345678"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"The name of the channel (1-100 characters)"},"type":{"type":"number","required":false,"visibility":"user-or-llm","description":"Channel type (0=text, 2=voice, 4=category, 5=announcement, 13=stage)"},"topic":{"type":"string","required":false,"visibility":"user-or-llm","description":"Channel topic (0-1024 characters)"},"parentId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Parent category ID for the channel, e.g., 123456789012345678"}}},"discord_create_invite":{"id":"discord_create_invite","name":"Discord Create Invite","description":"Create an invite link for a Discord channel","version":"1.0.0","params":{"botToken":{"type":"string","required":true,"visibility":"user-only","description":"The bot token for authentication"},"channelId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Discord channel ID to create an invite for, e.g., 123456789012345678"},"maxAge":{"type":"number","required":false,"visibility":"user-or-llm","description":"Duration of invite in seconds (0 = never expires, default 86400)"},"maxUses":{"type":"number","required":false,"visibility":"user-or-llm","description":"Max number of uses (0 = unlimited, default 0)"},"temporary":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether invite grants temporary membership"},"serverId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Discord server ID (guild ID), e.g., 123456789012345678"}}},"discord_create_role":{"id":"discord_create_role","name":"Discord Create Role","description":"Create a new role in a Discord server","version":"1.0.0","params":{"botToken":{"type":"string","required":true,"visibility":"user-only","description":"The bot token for authentication"},"serverId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Discord server ID (guild ID), e.g., 123456789012345678"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"The name of the role"},"color":{"type":"number","required":false,"visibility":"user-or-llm","description":"RGB color value as integer (e.g., 0xFF0000 for red)"},"hoist":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to display role members separately from online members"},"mentionable":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the role can be mentioned"}}},"discord_create_thread":{"id":"discord_create_thread","name":"Discord Create Thread","description":"Create a thread in a Discord channel","version":"1.0.0","params":{"botToken":{"type":"string","required":true,"visibility":"user-only","description":"The bot token for authentication"},"channelId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Discord channel ID to create the thread in, e.g., 123456789012345678"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"The name of the thread (1-100 characters)"},"messageId":{"type":"string","required":false,"visibility":"user-or-llm","description":"The message ID to create a thread from (if creating from existing message), e.g., 123456789012345678"},"autoArchiveDuration":{"type":"number","required":false,"visibility":"user-or-llm","description":"Duration in minutes to auto-archive the thread (60, 1440, 4320, 10080)"},"isPublic":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the standalone thread is public (visible to everyone in the channel) or private. Ignored when creating a thread from an existing message, which always inherits the parent channel visibility. Defaults to public if omitted."},"serverId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Discord server ID (guild ID), e.g., 123456789012345678"}}},"discord_create_webhook":{"id":"discord_create_webhook","name":"Discord Create Webhook","description":"Create a webhook in a Discord channel","version":"1.0.0","params":{"botToken":{"type":"string","required":true,"visibility":"user-only","description":"The bot token for authentication"},"channelId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Discord channel ID to create the webhook in, e.g., 123456789012345678"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name of the webhook (1-80 characters)"},"serverId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Discord server ID (guild ID), e.g., 123456789012345678"}}},"discord_delete_channel":{"id":"discord_delete_channel","name":"Discord Delete Channel","description":"Delete a Discord channel","version":"1.0.0","params":{"botToken":{"type":"string","required":true,"visibility":"user-only","description":"The bot token for authentication"},"channelId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Discord channel ID to delete, e.g., 123456789012345678"},"serverId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Discord server ID (guild ID), e.g., 123456789012345678"}}},"discord_delete_invite":{"id":"discord_delete_invite","name":"Discord Delete Invite","description":"Delete a Discord invite","version":"1.0.0","params":{"botToken":{"type":"string","required":true,"visibility":"user-only","description":"The bot token for authentication"},"inviteCode":{"type":"string","required":true,"visibility":"user-or-llm","description":"The invite code to delete"},"serverId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Discord server ID (guild ID), e.g., 123456789012345678"}}},"discord_delete_message":{"id":"discord_delete_message","name":"Discord Delete Message","description":"Delete a message from a Discord channel","version":"1.0.0","params":{"botToken":{"type":"string","required":true,"visibility":"user-only","description":"The bot token for authentication"},"channelId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Discord channel ID containing the message, e.g., 123456789012345678"},"messageId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the message to delete, e.g., 123456789012345678"},"serverId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Discord server ID (guild ID), e.g., 123456789012345678"}}},"discord_delete_role":{"id":"discord_delete_role","name":"Discord Delete Role","description":"Delete a role from a Discord server","version":"1.0.0","params":{"botToken":{"type":"string","required":true,"visibility":"user-only","description":"The bot token for authentication"},"serverId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Discord server ID (guild ID), e.g., 123456789012345678"},"roleId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The role ID to delete, e.g., 123456789012345678"}}},"discord_delete_webhook":{"id":"discord_delete_webhook","name":"Discord Delete Webhook","description":"Delete a Discord webhook","version":"1.0.0","params":{"botToken":{"type":"string","required":true,"visibility":"user-only","description":"The bot token for authentication"},"webhookId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The webhook ID to delete, e.g., 123456789012345678"},"serverId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Discord server ID (guild ID), e.g., 123456789012345678"}}},"discord_edit_message":{"id":"discord_edit_message","name":"Discord Edit Message","description":"Edit an existing message in a Discord channel","version":"1.0.0","params":{"botToken":{"type":"string","required":true,"visibility":"user-only","description":"The bot token for authentication"},"channelId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Discord channel ID containing the message, e.g., 123456789012345678"},"messageId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the message to edit, e.g., 123456789012345678"},"content":{"type":"string","required":false,"visibility":"user-or-llm","description":"The new text content for the message"},"serverId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Discord server ID (guild ID), e.g., 123456789012345678"}}},"discord_execute_webhook":{"id":"discord_execute_webhook","name":"Discord Execute Webhook","description":"Execute a Discord webhook to send a message","version":"1.0.0","params":{"webhookId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The webhook ID, e.g., 123456789012345678"},"webhookToken":{"type":"string","required":true,"visibility":"user-only","description":"The webhook token"},"content":{"type":"string","required":true,"visibility":"user-or-llm","description":"The message content to send"},"username":{"type":"string","required":false,"visibility":"user-or-llm","description":"Override the default username of the webhook"},"serverId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Discord server ID (guild ID), e.g., 123456789012345678"}}},"discord_get_channel":{"id":"discord_get_channel","name":"Discord Get Channel","description":"Get information about a Discord channel","version":"1.0.0","params":{"botToken":{"type":"string","required":true,"visibility":"user-only","description":"The bot token for authentication"},"channelId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Discord channel ID to retrieve, e.g., 123456789012345678"},"serverId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Discord server ID (guild ID), e.g., 123456789012345678"}}},"discord_get_invite":{"id":"discord_get_invite","name":"Discord Get Invite","description":"Get information about a Discord invite","version":"1.0.0","params":{"botToken":{"type":"string","required":true,"visibility":"user-only","description":"The bot token for authentication"},"inviteCode":{"type":"string","required":true,"visibility":"user-or-llm","description":"The invite code to retrieve"},"serverId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Discord server ID (guild ID), e.g., 123456789012345678"}}},"discord_get_member":{"id":"discord_get_member","name":"Discord Get Member","description":"Get information about a member in a Discord server","version":"1.0.0","params":{"botToken":{"type":"string","required":true,"visibility":"user-only","description":"The bot token for authentication"},"serverId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Discord server ID (guild ID), e.g., 123456789012345678"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The user ID to retrieve, e.g., 123456789012345678"}}},"discord_get_messages":{"id":"discord_get_messages","name":"Discord Get Messages","description":"Retrieve messages from a Discord channel","version":"1.0.0","params":{"botToken":{"type":"string","required":true,"visibility":"user-only","description":"The bot token for authentication"},"channelId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Discord channel ID to retrieve messages from, e.g., 123456789012345678"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of messages to retrieve (default: 10, max: 100)"}}},"discord_get_pinned_messages":{"id":"discord_get_pinned_messages","name":"Discord Get Pinned Messages","description":"Retrieve all pinned messages in a Discord channel","version":"1.0.0","params":{"botToken":{"type":"string","required":true,"visibility":"user-only","description":"The bot token for authentication"},"channelId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Discord channel ID to retrieve pinned messages from, e.g., 123456789012345678"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of pins to return per page (1-50). Defaults to 50."},"before":{"type":"string","required":false,"visibility":"user-or-llm","description":"Return pins created before this ISO8601 timestamp, for paging past the first 50 results"}}},"discord_get_server":{"id":"discord_get_server","name":"Discord Get Server","description":"Retrieve information about a Discord server (guild)","version":"1.0.0","params":{"botToken":{"type":"string","required":true,"visibility":"user-only","description":"The bot token for authentication"},"serverId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Discord server ID (guild ID), e.g., 123456789012345678"}}},"discord_get_user":{"id":"discord_get_user","name":"Discord Get User","description":"Retrieve information about a Discord user","version":"1.0.0","params":{"botToken":{"type":"string","required":true,"visibility":"user-only","description":"Discord bot token for authentication"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Discord user ID, e.g., 123456789012345678"}}},"discord_get_webhook":{"id":"discord_get_webhook","name":"Discord Get Webhook","description":"Get information about a Discord webhook","version":"1.0.0","params":{"botToken":{"type":"string","required":true,"visibility":"user-only","description":"The bot token for authentication"},"webhookId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The webhook ID to retrieve, e.g., 123456789012345678"},"serverId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Discord server ID (guild ID), e.g., 123456789012345678"}}},"discord_join_thread":{"id":"discord_join_thread","name":"Discord Join Thread","description":"Join a thread in Discord","version":"1.0.0","params":{"botToken":{"type":"string","required":true,"visibility":"user-only","description":"The bot token for authentication"},"threadId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The thread ID to join, e.g., 123456789012345678"},"serverId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Discord server ID (guild ID), e.g., 123456789012345678"}}},"discord_kick_member":{"id":"discord_kick_member","name":"Discord Kick Member","description":"Kick a member from a Discord server","version":"1.0.0","params":{"botToken":{"type":"string","required":true,"visibility":"user-only","description":"The bot token for authentication"},"serverId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Discord server ID (guild ID), e.g., 123456789012345678"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The user ID to kick, e.g., 123456789012345678"},"reason":{"type":"string","required":false,"visibility":"user-or-llm","description":"Reason for kicking the member"}}},"discord_leave_thread":{"id":"discord_leave_thread","name":"Discord Leave Thread","description":"Leave a thread in Discord","version":"1.0.0","params":{"botToken":{"type":"string","required":true,"visibility":"user-only","description":"The bot token for authentication"},"threadId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The thread ID to leave, e.g., 123456789012345678"},"serverId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Discord server ID (guild ID), e.g., 123456789012345678"}}},"discord_list_channels":{"id":"discord_list_channels","name":"Discord List Channels","description":"List all channels in a Discord server","version":"1.0.0","params":{"botToken":{"type":"string","required":true,"visibility":"user-only","description":"The bot token for authentication"},"serverId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Discord server ID (guild ID), e.g., 123456789012345678"}}},"discord_list_roles":{"id":"discord_list_roles","name":"Discord List Roles","description":"List all roles in a Discord server","version":"1.0.0","params":{"botToken":{"type":"string","required":true,"visibility":"user-only","description":"The bot token for authentication"},"serverId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Discord server ID (guild ID), e.g., 123456789012345678"}}},"discord_pin_message":{"id":"discord_pin_message","name":"Discord Pin Message","description":"Pin a message in a Discord channel","version":"1.0.0","params":{"botToken":{"type":"string","required":true,"visibility":"user-only","description":"The bot token for authentication"},"channelId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Discord channel ID containing the message, e.g., 123456789012345678"},"messageId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the message to pin, e.g., 123456789012345678"},"serverId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Discord server ID (guild ID), e.g., 123456789012345678"}}},"discord_remove_reaction":{"id":"discord_remove_reaction","name":"Discord Remove Reaction","description":"Remove a reaction from a Discord message","version":"1.0.0","params":{"botToken":{"type":"string","required":true,"visibility":"user-only","description":"The bot token for authentication"},"channelId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Discord channel ID containing the message, e.g., 123456789012345678"},"messageId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the message with the reaction, e.g., 123456789012345678"},"emoji":{"type":"string","required":true,"visibility":"user-or-llm","description":"The emoji to remove (unicode emoji or custom emoji in name:id format)"},"userId":{"type":"string","required":false,"visibility":"user-or-llm","description":"The user ID whose reaction to remove (omit to remove bot\'s own reaction), e.g., 123456789012345678"},"serverId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Discord server ID (guild ID), e.g., 123456789012345678"}}},"discord_remove_role":{"id":"discord_remove_role","name":"Discord Remove Role","description":"Remove a role from a member in a Discord server","version":"1.0.0","params":{"botToken":{"type":"string","required":true,"visibility":"user-only","description":"The bot token for authentication"},"serverId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Discord server ID (guild ID), e.g., 123456789012345678"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The user ID to remove the role from, e.g., 123456789012345678"},"roleId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The role ID to remove, e.g., 123456789012345678"}}},"discord_send_message":{"id":"discord_send_message","name":"Discord Send Message","description":"Send a message to a Discord channel","version":"1.0.0","params":{"botToken":{"type":"string","required":true,"visibility":"user-only","description":"The bot token for authentication"},"channelId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Discord channel ID to send the message to, e.g., 123456789012345678"},"content":{"type":"string","required":false,"visibility":"user-or-llm","description":"The text content of the message"},"serverId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Discord server ID (guild ID), e.g., 123456789012345678"},"files":{"type":"file[]","required":false,"visibility":"user-only","description":"Files to attach to the message"}}},"discord_unban_member":{"id":"discord_unban_member","name":"Discord Unban Member","description":"Unban a member from a Discord server","version":"1.0.0","params":{"botToken":{"type":"string","required":true,"visibility":"user-only","description":"The bot token for authentication"},"serverId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Discord server ID (guild ID), e.g., 123456789012345678"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The user ID to unban, e.g., 123456789012345678"},"reason":{"type":"string","required":false,"visibility":"user-or-llm","description":"Reason for unbanning the member"}}},"discord_unpin_message":{"id":"discord_unpin_message","name":"Discord Unpin Message","description":"Unpin a message in a Discord channel","version":"1.0.0","params":{"botToken":{"type":"string","required":true,"visibility":"user-only","description":"The bot token for authentication"},"channelId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Discord channel ID containing the message, e.g., 123456789012345678"},"messageId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the message to unpin, e.g., 123456789012345678"},"serverId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Discord server ID (guild ID), e.g., 123456789012345678"}}},"discord_update_channel":{"id":"discord_update_channel","name":"Discord Update Channel","description":"Update a Discord channel","version":"1.0.0","params":{"botToken":{"type":"string","required":true,"visibility":"user-only","description":"The bot token for authentication"},"channelId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Discord channel ID to update, e.g., 123456789012345678"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"The new name for the channel"},"topic":{"type":"string","required":false,"visibility":"user-or-llm","description":"The new topic for the channel"},"serverId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Discord server ID (guild ID), e.g., 123456789012345678"}}},"discord_update_member":{"id":"discord_update_member","name":"Discord Update Member","description":"Update a member in a Discord server (e.g., change nickname)","version":"1.0.0","params":{"botToken":{"type":"string","required":true,"visibility":"user-only","description":"The bot token for authentication"},"serverId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Discord server ID (guild ID), e.g., 123456789012345678"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The user ID to update, e.g., 123456789012345678"},"nick":{"type":"string","required":false,"visibility":"user-or-llm","description":"New nickname for the member (null to remove)"},"mute":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to mute the member in voice channels"},"deaf":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to deafen the member in voice channels"}}},"discord_update_role":{"id":"discord_update_role","name":"Discord Update Role","description":"Update a role in a Discord server","version":"1.0.0","params":{"botToken":{"type":"string","required":true,"visibility":"user-only","description":"The bot token for authentication"},"serverId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Discord server ID (guild ID), e.g., 123456789012345678"},"roleId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The role ID to update, e.g., 123456789012345678"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"The new name for the role"},"color":{"type":"number","required":false,"visibility":"user-or-llm","description":"RGB color value as integer"},"hoist":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to display role members separately"},"mentionable":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the role can be mentioned"}}},"docusign_create_from_template":{"id":"docusign_create_from_template","name":"Send from DocuSign Template","description":"Create and send a DocuSign envelope using a pre-built template","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"DocuSign OAuth access token"},"templateId":{"type":"string","required":true,"visibility":"user-or-llm","description":"DocuSign template ID to use"},"emailSubject":{"type":"string","required":false,"visibility":"user-or-llm","description":"Override email subject (uses template default if not set)"},"emailBody":{"type":"string","required":false,"visibility":"user-or-llm","description":"Override email body message"},"templateRoles":{"type":"string","required":true,"visibility":"user-or-llm","description":"JSON array of template roles, e.g. [{\\"roleName\\":\\"Signer\\",\\"name\\":\\"John\\",\\"email\\":\\"john@example.com\\"}]"},"status":{"type":"string","required":false,"visibility":"user-or-llm","description":"Envelope status: \\"sent\\" to send immediately, \\"created\\" for draft (default: \\"sent\\")"}},"oauth":{"required":true,"provider":"docusign"}},"docusign_download_document":{"id":"docusign_download_document","name":"Download DocuSign Document","description":"Download a signed document from a completed DocuSign envelope","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"DocuSign OAuth access token"},"envelopeId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The envelope ID containing the document"},"documentId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Specific document ID to download, or \\"combined\\" for all documents merged (default: \\"combined\\")"}},"oauth":{"required":true,"provider":"docusign"}},"docusign_get_envelope":{"id":"docusign_get_envelope","name":"Get DocuSign Envelope","description":"Get the details and status of a DocuSign envelope","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"DocuSign OAuth access token"},"envelopeId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The envelope ID to retrieve"}},"oauth":{"required":true,"provider":"docusign"}},"docusign_list_envelopes":{"id":"docusign_list_envelopes","name":"List DocuSign Envelopes","description":"List envelopes from your DocuSign account with optional 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Defaults to 30 days ago"},"toDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"End date filter (ISO 8601)"},"envelopeStatus":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by status: created, sent, delivered, completed, declined, voided"},"searchText":{"type":"string","required":false,"visibility":"user-or-llm","description":"Search text to filter envelopes"},"count":{"type":"string","required":false,"visibility":"user-or-llm","description":"Maximum number of envelopes to return (default: 25)"}},"oauth":{"required":true,"provider":"docusign"}},"docusign_list_recipients":{"id":"docusign_list_recipients","name":"List DocuSign Recipients","description":"Get the recipient status details for a DocuSign envelope","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"DocuSign OAuth access token"},"envelopeId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The envelope ID to get recipients for"}},"oauth":{"required":true,"provider":"docusign"}},"docusign_list_templates":{"id":"docusign_list_templates","name":"List DocuSign Templates","description":"List available templates in your DocuSign account","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"DocuSign OAuth access token"},"searchText":{"type":"string","required":false,"visibility":"user-or-llm","description":"Search text to filter templates by name"},"count":{"type":"string","required":false,"visibility":"user-or-llm","description":"Maximum number of templates to return"}},"oauth":{"required":true,"provider":"docusign"}},"docusign_send_envelope":{"id":"docusign_send_envelope","name":"Send DocuSign Envelope","description":"Create and send a DocuSign envelope with a document for e-signature","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"DocuSign OAuth access token"},"emailSubject":{"type":"string","required":true,"visibility":"user-or-llm","description":"Email subject for the envelope"},"emailBody":{"type":"string","required":false,"visibility":"user-or-llm","description":"Email body message"},"signerEmail":{"type":"string","required":true,"visibility":"user-or-llm","description":"Email address of the signer"},"signerName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Full name of the signer"},"ccEmail":{"type":"string","required":false,"visibility":"user-or-llm","description":"Email address of carbon copy recipient"},"ccName":{"type":"string","required":false,"visibility":"user-or-llm","description":"Full name of carbon copy recipient"},"file":{"type":"file","required":false,"visibility":"user-or-llm","description":"Document file to send for signature"},"status":{"type":"string","required":false,"visibility":"user-or-llm","description":"Envelope status: \\"sent\\" to send immediately, \\"created\\" for draft (default: \\"sent\\")"}},"oauth":{"required":true,"provider":"docusign"}},"docusign_void_envelope":{"id":"docusign_void_envelope","name":"Void DocuSign Envelope","description":"Void (cancel) a sent DocuSign envelope that has not yet been completed","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"DocuSign OAuth access token"},"envelopeId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The envelope ID to void"},"voidedReason":{"type":"string","required":true,"visibility":"user-or-llm","description":"Reason for voiding the envelope"}},"oauth":{"required":true,"provider":"docusign"}},"downdetector_get_company":{"id":"downdetector_get_company","name":"Downdetector Get Company","description":"Get details for a Downdetector company by id, including its current status, 24h report statistics, baseline, and available problem indicators.","version":"1.0.0","params":{"companyId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Downdetector company id"},"fields":{"type":"string","required":false,"visibility":"user-only","description":"Comma-separated list of fields to return (defaults to a rich set including status, stats_24, and baseline)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Downdetector API Bearer token"}}},"downdetector_get_company_attribution":{"id":"downdetector_get_company_attribution","name":"Downdetector Get Company Attribution","description":"Get the incident attribution for a Downdetector company while it is in an outage state — whether the issue is internal (isolated) or external (a dependency), the estimated user impact, and the related incident. Requires Incident Attribution access.","version":"1.0.0","params":{"companyId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Downdetector company id"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Downdetector API Bearer token"}}},"downdetector_get_company_baseline":{"id":"downdetector_get_company_baseline","name":"Downdetector Get Company Baseline","description":"Get the current baseline report value for a Downdetector company. This is the expected average number of reports for the current period, used to judge whether current reports are abnormal.","version":"1.0.0","params":{"companyId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Downdetector company id"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Downdetector API Bearer token"}}},"downdetector_get_company_events":{"id":"downdetector_get_company_events","name":"Downdetector Get Company Events","description":"Get the published events (such as detected outages) for a Downdetector company, including the measured vs expected report volume for each event.","version":"1.0.0","params":{"companyId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Downdetector company id"},"startdate":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO 8601 start of the time range (only works together with enddate)"},"enddate":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO 8601 end of the time range (only works together with startdate)"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Requested page number (1-indexed)"},"pageSize":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page, between 10 and 100"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Downdetector API Bearer token"}}},"downdetector_get_company_incidents":{"id":"downdetector_get_company_incidents","name":"Downdetector Get Company Incidents","description":"Get the list of incidents (outages) for a Downdetector company. Defaults to the last 24 hours unless a date range is provided.","version":"1.0.0","params":{"companyId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Downdetector company id"},"onlyActive":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"When true, only the currently active incident is returned"},"startdate":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO 8601 start of the time range (only works together with enddate)"},"enddate":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO 8601 end of the time range (only works together with startdate)"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Requested page number (1-indexed)"},"pageSize":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page, between 10 and 100"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Downdetector API Bearer token"}}},"downdetector_get_company_indicators":{"id":"downdetector_get_company_indicators","name":"Downdetector Get Company Indicators","description":"Get the problem indicators (e.g. \\"App crashing\\", \\"Login\\", \\"Server connection\\") reported for a Downdetector company over a time period, with the report counts and percentages for each.","version":"1.0.0","params":{"companyId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Downdetector company id"},"startdate":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO 8601 start of the time range (only works together with enddate)"},"enddate":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO 8601 end of the time range (only works together with startdate)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Downdetector API Bearer token"}}},"downdetector_get_company_last_15":{"id":"downdetector_get_company_last_15","name":"Downdetector Get Company Last 15 Minutes","description":"Get the number of outage reports for a Downdetector company over the last 15 minutes. A convenient near-real-time signal for threshold-based alerting.","version":"1.0.0","params":{"companyId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Downdetector company id"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Downdetector API Bearer token"}}},"downdetector_get_company_status":{"id":"downdetector_get_company_status","name":"Downdetector Get Company Status","description":"Get the current detected status for a Downdetector company. Returns \\"success\\" (no problems), \\"warning\\", or \\"danger\\" (likely outage).","version":"1.0.0","params":{"companyId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Downdetector company id"},"threshold":{"type":"number","required":false,"visibility":"user-or-llm","description":"If set, returns \\"danger\\" when the current report count is above this threshold, otherwise \\"success\\""},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Downdetector API Bearer token"}}},"downdetector_get_provider":{"id":"downdetector_get_provider","name":"Downdetector Get Provider","description":"Get details for a Downdetector provider (ISP or network operator) by id, such as its name and Downdetector id.","version":"1.0.0","params":{"providerId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Downdetector provider id"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Downdetector API Bearer token"}}},"downdetector_get_reports":{"id":"downdetector_get_reports","name":"Downdetector Get Reports","description":"Get the number of outage reports over time for one or more company slugs, bucketed by interval. Useful for plotting report trends or detecting spikes. Defaults to the last 24 hours.","version":"1.0.0","params":{"slugs":{"type":"string","required":true,"visibility":"user-or-llm","description":"Comma-separated company slug(s) to report on. Example: \\"slack,zoom\\""},"startdate":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO 8601 start of the time range (only works together with enddate)"},"enddate":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO 8601 end of the time range (only works together with startdate)"},"interval":{"type":"string","required":false,"visibility":"user-or-llm","description":"Bucket interval, e.g. \\"15m\\", \\"1h\\", \\"1d\\" (default \\"15m\\")"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Downdetector API Bearer token"}}},"downdetector_get_site_companies":{"id":"downdetector_get_site_companies","name":"Downdetector Get Site Companies","description":"List the companies monitored on a Downdetector site, including each company’s current status. Useful for discovering the companies available on a regional status page.","version":"1.0.0","params":{"siteId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Downdetector site id"},"fields":{"type":"string","required":false,"visibility":"user-only","description":"Comma-separated company fields to return (defaults to id, name, slug, status)"},"page":{"type":"string","required":false,"visibility":"user-or-llm","description":"Opaque page token from a previous response (X-Page-Next) for the next page"},"pageSize":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page, between 10 and 100"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Downdetector API Bearer token"}}},"downdetector_list_categories":{"id":"downdetector_list_categories","name":"Downdetector List Categories","description":"List all Downdetector categories (e.g. \\"Telecom\\", \\"Gaming\\", \\"Social Media\\"). Use the returned category id to filter company searches.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Downdetector API Bearer token"}}},"downdetector_list_incidents":{"id":"downdetector_list_incidents","name":"Downdetector List Incidents","description":"List all incidents (outages) across every company that were active in the chosen time period, or in the last 24 hours if no date range is provided.","version":"1.0.0","params":{"onlyActive":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"When true, only currently active incidents are returned"},"startdate":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO 8601 start of the time range (only works together with enddate)"},"enddate":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO 8601 end of the time range (only works together with startdate)"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Requested page number (1-indexed)"},"pageSize":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page, between 10 and 100"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Downdetector API Bearer token"}}},"downdetector_list_sites":{"id":"downdetector_list_sites","name":"Downdetector List Sites","description":"List all available Downdetector sites (regional status-page domains). Each site groups the companies monitored for a given country/region.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Downdetector API Bearer token"}}},"downdetector_search_companies":{"id":"downdetector_search_companies","name":"Downdetector Search Companies","description":"Search Downdetector for monitored companies by name, slug, country, or category. Returns matching companies with their ids and slugs, which you can use with the other Downdetector operations.","version":"1.0.0","params":{"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Company name to filter on (partial, case-insensitive match). Example: \\"slack\\""},"country":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO-2 country code to filter on. Example: \\"US\\""},"slug":{"type":"string","required":false,"visibility":"user-or-llm","description":"Exact company slug to filter on. Example: \\"optimum-cablevision\\""},"categoryId":{"type":"number","required":false,"visibility":"user-or-llm","description":"Category id to filter on"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"1-indexed page number for paginated results (default 1)"},"pageSize":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page, between 10 and 100 (default 25)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Downdetector API Bearer token"}}},"dropbox_copy":{"id":"dropbox_copy","name":"Dropbox Copy","description":"Copy a file or folder in Dropbox","version":"1.0.0","params":{"fromPath":{"type":"string","required":true,"visibility":"user-or-llm","description":"The source path of the file or folder to copy"},"toPath":{"type":"string","required":true,"visibility":"user-or-llm","description":"The destination path for the copied file or folder"},"autorename":{"type":"boolean","required":false,"visibility":"user-only","description":"If true, rename the file if there is a conflict at destination"}},"oauth":{"required":true,"provider":"dropbox"}},"dropbox_create_folder":{"id":"dropbox_create_folder","name":"Dropbox Create Folder","description":"Create a new folder in Dropbox","version":"1.0.0","params":{"path":{"type":"string","required":true,"visibility":"user-or-llm","description":"The path where the folder should be created (e.g., /new-folder)"},"autorename":{"type":"boolean","required":false,"visibility":"user-only","description":"If true, rename the folder if there is a conflict"}},"oauth":{"required":true,"provider":"dropbox"}},"dropbox_create_shared_link":{"id":"dropbox_create_shared_link","name":"Dropbox Create Shared Link","description":"Create a shareable link for a file or folder in Dropbox","version":"1.0.0","params":{"path":{"type":"string","required":true,"visibility":"user-or-llm","description":"The path of the file or folder to share"},"requestedVisibility":{"type":"string","required":false,"visibility":"user-only","description":"Visibility: public, team_only, or password"},"linkPassword":{"type":"string","required":false,"visibility":"user-only","description":"Password for the shared link (only if visibility is password)"},"expires":{"type":"string","required":false,"visibility":"user-only","description":"Expiration date in ISO 8601 format (e.g., 2025-12-31T23:59:59Z)"}},"oauth":{"required":true,"provider":"dropbox"}},"dropbox_delete":{"id":"dropbox_delete","name":"Dropbox Delete","description":"Delete a file or folder in Dropbox (moves to trash)","version":"1.0.0","params":{"path":{"type":"string","required":true,"visibility":"user-or-llm","description":"The path of the file or folder to delete"}},"oauth":{"required":true,"provider":"dropbox"}},"dropbox_download":{"id":"dropbox_download","name":"Dropbox Download File","description":"Download a file from Dropbox with metadata and content","version":"1.0.0","params":{"path":{"type":"string","required":true,"visibility":"user-or-llm","description":"The path of the file to download (e.g., /folder/document.pdf)"}},"oauth":{"required":true,"provider":"dropbox"}},"dropbox_get_metadata":{"id":"dropbox_get_metadata","name":"Dropbox Get Metadata","description":"Get metadata for a file or folder in Dropbox","version":"1.0.0","params":{"path":{"type":"string","required":true,"visibility":"user-or-llm","description":"The path of the file or folder to get metadata for"},"includeMediaInfo":{"type":"boolean","required":false,"visibility":"user-only","description":"If true, include media info for photos/videos"},"includeDeleted":{"type":"boolean","required":false,"visibility":"user-only","description":"If true, include deleted files in results"}},"oauth":{"required":true,"provider":"dropbox"}},"dropbox_list_folder":{"id":"dropbox_list_folder","name":"Dropbox List Folder","description":"List the contents of a folder in Dropbox","version":"1.0.0","params":{"path":{"type":"string","required":true,"visibility":"user-or-llm","description":"The path of the folder to list (use \\"\\" for root)"},"recursive":{"type":"boolean","required":false,"visibility":"user-only","description":"If true, list contents recursively"},"includeDeleted":{"type":"boolean","required":false,"visibility":"user-only","description":"If true, include deleted files/folders"},"includeMediaInfo":{"type":"boolean","required":false,"visibility":"user-only","description":"If true, include media info for photos/videos"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of results to return (default: 500)"}},"oauth":{"required":true,"provider":"dropbox"}},"dropbox_list_revisions":{"id":"dropbox_list_revisions","name":"Dropbox List Revisions","description":"List the revision history for a file in Dropbox (files only, not folders)","version":"1.0.0","params":{"path":{"type":"string","required":true,"visibility":"user-or-llm","description":"The path of the file to list revisions for"},"limit":{"type":"number","required":false,"visibility":"user-only","description":"Maximum number of revisions to return, 1-100 (default: 10)"},"beforeRev":{"type":"string","required":false,"visibility":"user-only","description":"Only return revisions before this one. Pass the rev of the last revision from a previous call to fetch the next page."}},"oauth":{"required":true,"provider":"dropbox"}},"dropbox_list_shared_links":{"id":"dropbox_list_shared_links","name":"Dropbox List Shared Links","description":"List shared links for a path, or for the entire account if no path is given","version":"1.0.0","params":{"path":{"type":"string","required":false,"visibility":"user-or-llm","description":"Path to list shared links for. If omitted, lists all shared links."},"directOnly":{"type":"boolean","required":false,"visibility":"user-only","description":"If true, only return links directly to the path, not parent folder links"},"cursor":{"type":"string","required":false,"visibility":"user-only","description":"Cursor from a previous call to fetch the next page of results"}},"oauth":{"required":true,"provider":"dropbox"}},"dropbox_move":{"id":"dropbox_move","name":"Dropbox Move","description":"Move or rename a file or folder in Dropbox","version":"1.0.0","params":{"fromPath":{"type":"string","required":true,"visibility":"user-or-llm","description":"The source path of the file or folder to move"},"toPath":{"type":"string","required":true,"visibility":"user-or-llm","description":"The destination path for the moved file or folder"},"autorename":{"type":"boolean","required":false,"visibility":"user-only","description":"If true, rename the file if there is a conflict at destination"}},"oauth":{"required":true,"provider":"dropbox"}},"dropbox_restore":{"id":"dropbox_restore","name":"Dropbox Restore","description":"Restore a specific revision of a file to the given path","version":"1.0.0","params":{"path":{"type":"string","required":true,"visibility":"user-or-llm","description":"The path to save the restored file to"},"rev":{"type":"string","required":true,"visibility":"user-or-llm","description":"The revision identifier to restore (from Dropbox List Revisions)"}},"oauth":{"required":true,"provider":"dropbox"}},"dropbox_search":{"id":"dropbox_search","name":"Dropbox Search","description":"Search for files and folders in Dropbox","version":"1.0.0","params":{"query":{"type":"string","required":true,"visibility":"user-or-llm","description":"The search query"},"path":{"type":"string","required":false,"visibility":"user-or-llm","description":"Dropbox folder path to limit search scope (e.g., /folder/subfolder)"},"fileExtensions":{"type":"string","required":false,"visibility":"user-only","description":"Comma-separated list of file extensions to filter by (e.g., pdf,xlsx)"},"maxResults":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of results to return (default: 100)"}},"oauth":{"required":true,"provider":"dropbox"}},"dropbox_upload":{"id":"dropbox_upload","name":"Dropbox Upload File","description":"Upload a file to Dropbox","version":"1.0.0","params":{"path":{"type":"string","required":true,"visibility":"user-or-llm","description":"The path in Dropbox where the file should be saved (e.g., /folder/document.pdf)"},"file":{"type":"file","required":false,"visibility":"user-or-llm","description":"The file to upload (UserFile object)"},"fileContent":{"type":"string","required":false,"visibility":"hidden","description":"Legacy: base64 encoded file content"},"fileName":{"type":"string","required":false,"visibility":"user-or-llm","description":"Optional filename (used if path is a folder)"},"mode":{"type":"string","required":false,"visibility":"user-only","description":"Write mode: add (default) or overwrite"},"autorename":{"type":"boolean","required":false,"visibility":"user-only","description":"If true, rename the file if there is a conflict"},"mute":{"type":"boolean","required":false,"visibility":"user-only","description":"If true, don\'t notify the user about this upload"}},"oauth":{"required":true,"provider":"dropbox"}},"dropcontact_enrich_contact":{"id":"dropcontact_enrich_contact","name":"Dropcontact Enrich Contact","description":"Enrich a contact with verified B2B email, phone, company data, and LinkedIn info via Dropcontact. Submits an async enrichment request, then polls until the result is ready (up to 2 minutes). Charges 1 credit only when a verified email is returned. Provide at least one of: email, first_name+last_name+company, full_name+company, or linkedin URL.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Dropcontact API key (X-Access-Token)"},"email":{"type":"string","required":false,"visibility":"user-or-llm","description":"Email address of the contact to enrich"},"first_name":{"type":"string","required":false,"visibility":"user-or-llm","description":"First name of the contact"},"last_name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Last name of the contact"},"full_name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Full name (alternative to first_name + last_name)"},"company":{"type":"string","required":false,"visibility":"user-or-llm","description":"Company name"},"website":{"type":"string","required":false,"visibility":"user-or-llm","description":"Company website (e.g. acme.com)"},"num_siren":{"type":"string","required":false,"visibility":"user-or-llm","description":"French company SIREN number"},"phone":{"type":"string","required":false,"visibility":"user-or-llm","description":"Phone number"},"linkedin":{"type":"string","required":false,"visibility":"user-or-llm","description":"LinkedIn profile URL"},"country":{"type":"string","required":false,"visibility":"user-or-llm","description":"Country code (ISO 3166-1 alpha-2, e.g. \\"US\\", \\"FR\\")"},"siren":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Include SIREN/SIRET enrichment (France only)"},"language":{"type":"string","required":false,"visibility":"user-or-llm","description":"Language for returned data (e.g. \\"en\\", \\"fr\\")"}}},"dspy_chain_of_thought":{"id":"dspy_chain_of_thought","name":"DSPy Chain of Thought","description":"Run a Chain of Thought prediction using a self-hosted DSPy ChainOfThought program 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using a self-hosted DSPy ReAct program endpoint for multi-step reasoning and action","version":"1.0.0","params":{"baseUrl":{"type":"string","required":true,"visibility":"user-only","description":"Base URL of the DSPy server (e.g., https://your-dspy-server.com)"},"apiKey":{"type":"string","required":false,"visibility":"user-only","description":"API key for authentication (if required by your server)"},"endpoint":{"type":"string","required":false,"visibility":"user-only","description":"API endpoint path (defaults to /predict)"},"task":{"type":"string","required":true,"visibility":"user-or-llm","description":"The task or question for the ReAct agent to work on"},"context":{"type":"string","required":false,"visibility":"user-or-llm","description":"Additional context to provide for the task"},"maxIterations":{"type":"number","required":false,"visibility":"user-only","description":"Maximum number of reasoning iterations (defaults to server 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Returns the created links alongside any per-link errors.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Dub API key"},"links":{"type":"json","required":true,"visibility":"user-or-llm","description":"JSON array of link objects to create. Each object requires a \\"url\\" and may include domain, key, tagIds, and other link fields (max 100)."}}},"dub_bulk_delete_links":{"id":"dub_bulk_delete_links","name":"Dub Bulk Delete Links","description":"Delete up to 100 short links in a single request by their link IDs. Non-existing IDs are ignored.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Dub API key"},"linkIds":{"type":"string","required":true,"visibility":"user-or-llm","description":"Comma-separated link IDs to delete (max 100)"}}},"dub_bulk_update_links":{"id":"dub_bulk_update_links","name":"Dub Bulk Update Links","description":"Apply the same set of field updates to up to 100 links at once, selected by link IDs or external IDs.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Dub API key"},"linkIds":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated link IDs to update (max 100, takes precedence over externalIds)"},"externalIds":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated external IDs to update (max 100)"},"data":{"type":"json","required":true,"visibility":"user-or-llm","description":"JSON object of fields to apply to every selected link (e.g. { \\"archived\\": true, \\"tagIds\\": [\\"...\\"] })"}}},"dub_create_link":{"id":"dub_create_link","name":"Dub Create Link","description":"Create a new short link with Dub. Supports custom domains, slugs, UTM parameters, and more.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Dub API key"},"url":{"type":"string","required":true,"visibility":"user-or-llm","description":"The destination URL of the short link"},"domain":{"type":"string","required":false,"visibility":"user-or-llm","description":"Custom domain for the short link (defaults to dub.sh)"},"key":{"type":"string","required":false,"visibility":"user-or-llm","description":"Custom slug for the short link (randomly generated if not provided)"},"externalId":{"type":"string","required":false,"visibility":"user-or-llm","description":"External ID for the link in your database"},"tenantId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Tenant ID for grouping links created on behalf of a customer/tenant"},"folderId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Folder ID to organize the link into"},"trackConversion":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to track conversions (leads/sales) for the short link"},"tagIds":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated tag IDs to assign to the link"},"comments":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comments for the short link"},"expiresAt":{"type":"string","required":false,"visibility":"user-or-llm","description":"Expiration date in ISO 8601 format"},"password":{"type":"string","required":false,"visibility":"user-or-llm","description":"Password to protect the short link"},"rewrite":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to enable link cloaking"},"archived":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to archive the link"},"title":{"type":"string","required":false,"visibility":"user-or-llm","description":"Custom OG title for the link preview"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Custom OG description for the link preview"},"utm_source":{"type":"string","required":false,"visibility":"user-or-llm","description":"UTM source parameter"},"utm_medium":{"type":"string","required":false,"visibility":"user-or-llm","description":"UTM medium parameter"},"utm_campaign":{"type":"string","required":false,"visibility":"user-or-llm","description":"UTM campaign parameter"},"utm_term":{"type":"string","required":false,"visibility":"user-or-llm","description":"UTM term parameter"},"utm_content":{"type":"string","required":false,"visibility":"user-or-llm","description":"UTM content parameter"}}},"dub_create_tag":{"id":"dub_create_tag","name":"Dub Create Tag","description":"Create a new tag in the workspace for organizing and filtering short links.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Dub API key"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"The name of the tag to create (1-50 characters)"},"color":{"type":"string","required":false,"visibility":"user-or-llm","description":"Tag color: red, yellow, green, blue, purple, brown, gray, or pink (random if omitted)"}}},"dub_delete_link":{"id":"dub_delete_link","name":"Dub Delete Link","description":"Delete a short link by its link ID or external ID (prefixed with ext_).","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Dub API key"},"linkId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The link ID or external ID prefixed with ext_"}}},"dub_get_analytics":{"id":"dub_get_analytics","name":"Dub Get Analytics","description":"Retrieve analytics for links including clicks, leads, and sales. 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#FFFFFF)"},"hideLogo":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to hide the logo in the center of the QR code (default: false)"},"margin":{"type":"number","required":false,"visibility":"user-or-llm","description":"Margin (quiet zone) around the QR code (default: 2)"}}},"dub_list_domains":{"id":"dub_list_domains","name":"Dub List Domains","description":"Retrieve the custom domains registered in the workspace, so links can be created against the right domain.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Dub API key"},"archived":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to include archived domains (defaults to false)"},"search":{"type":"string","required":false,"visibility":"user-or-llm","description":"Search by domain name"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number (default: 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Default: 0"},"extrasImageLinks":{"type":"number","required":false,"visibility":"user-only","description":"Number of image URLs to extract from each page (0-1000). Default: 0"},"maxAgeHours":{"type":"number","required":false,"visibility":"user-only","description":"Cache freshness in hours (-1 to 720). 0 always crawls live, -1 uses cache only. Cannot be combined with livecrawl."},"livecrawlTimeout":{"type":"number","required":false,"visibility":"user-only","description":"Live crawl timeout in milliseconds (max 90000). Default: 10000"},"livecrawl":{"type":"string","required":false,"visibility":"user-only","description":"Deprecated: use maxAgeHours instead. Live crawling mode: never, fallback, always, or preferred"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Exa AI API Key"}}},"exa_search":{"id":"exa_search","name":"Exa Search","description":"Search the web using Exa AI. 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Default: \\"auto\\""},"includeDomains":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of domains to include in results (e.g., \\"github.com, stackoverflow.com\\")"},"excludeDomains":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of domains to exclude from results (e.g., \\"reddit.com, pinterest.com\\")"},"category":{"type":"string","required":false,"visibility":"user-only","description":"Filter by category: company, publication, news, personal site, financial report, people"},"text":{"type":"boolean","required":false,"visibility":"user-only","description":"Include full text content in results (default: false)"},"highlights":{"type":"boolean","required":false,"visibility":"user-only","description":"Include highlighted snippets in results (default: false)"},"summary":{"type":"boolean","required":false,"visibility":"user-only","description":"Include AI-generated summaries in results (default: false)"},"summaryQuery":{"type":"string","required":false,"visibility":"user-or-llm","description":"Query to focus the generated summaries on a specific question"},"subpages":{"type":"number","required":false,"visibility":"user-only","description":"Number of subpages to crawl per result (0-100). Default: 0"},"subpageTarget":{"type":"string","required":false,"visibility":"user-only","description":"Comma-separated keywords to target specific subpages (e.g., \\"docs,pricing,about\\")"},"extrasLinks":{"type":"number","required":false,"visibility":"user-only","description":"Number of links to extract from each result page (0-1000). Default: 0"},"extrasImageLinks":{"type":"number","required":false,"visibility":"user-only","description":"Number of image URLs to extract from each result page (0-1000). Default: 0"},"outputSchema":{"type":"json","required":false,"visibility":"user-or-llm","description":"JSON Schema describing a synthesized answer to build from the results. Returned in structuredOutput."},"systemPrompt":{"type":"string","required":false,"visibility":"user-or-llm","description":"Additional guidance for generating the synthesized output"},"userLocation":{"type":"string","required":false,"visibility":"user-only","description":"Two-letter ISO country code to localize results (e.g., \\"US\\")"},"maxAgeHours":{"type":"number","required":false,"visibility":"user-only","description":"Cache freshness in hours (-1 to 720). 0 always crawls live, -1 uses cache only. Cannot be combined with livecrawl."},"livecrawlTimeout":{"type":"number","required":false,"visibility":"user-only","description":"Live crawl timeout in milliseconds (max 90000). Default: 10000"},"livecrawl":{"type":"string","required":false,"visibility":"user-only","description":"Deprecated: use maxAgeHours instead. Live crawling mode: never, fallback, always, or preferred"},"startPublishedDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Only include results published on or after this ISO 8601 date (e.g., \\"2024-01-01\\" or \\"2024-01-01T00:00:00.000Z\\")"},"endPublishedDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Only include results published on or before this ISO 8601 date"},"startCrawlDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Deprecated: use startPublishedDate. Only include results crawled on or after this ISO 8601 date"},"endCrawlDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Deprecated: use endPublishedDate. Only include results crawled on or before this ISO 8601 date"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Exa AI API Key"}}},"extend_parser":{"id":"extend_parser","name":"Extend Document Parser","description":"Parse and extract content from documents using Extend AI","version":"1.0.0","params":{"filePath":{"type":"string","required":false,"visibility":"user-only","description":"URL to a document to be processed"},"file":{"type":"file","required":false,"visibility":"user-only","description":"Document file to be processed"},"fileUpload":{"type":"object","required":false,"visibility":"hidden","description":"File upload data from file-upload component"},"outputFormat":{"type":"string","required":false,"visibility":"user-or-llm","description":"Target output format (markdown or spatial). Defaults to markdown."},"chunking":{"type":"string","required":false,"visibility":"user-or-llm","description":"Chunking strategy (page, document, or section). Defaults to page."},"engine":{"type":"string","required":false,"visibility":"user-or-llm","description":"Parsing engine (parse_performance or parse_light). Defaults to parse_performance."},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Extend API key"}}},"extend_parser_v2":{"id":"extend_parser_v2","name":"Extend Document Parser","description":"Parse and extract content from documents using Extend AI","version":"1.0.0","params":{"file":{"type":"file","required":true,"visibility":"user-only","description":"Document to be processed"},"outputFormat":{"type":"string","required":false,"visibility":"user-or-llm","description":"Target output format (markdown or spatial). Defaults to markdown."},"chunking":{"type":"string","required":false,"visibility":"user-or-llm","description":"Chunking strategy (page, document, or section). Defaults to page."},"engine":{"type":"string","required":false,"visibility":"user-or-llm","description":"Parsing engine (parse_performance or parse_light). Defaults to parse_performance."},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Extend API key"}}},"fathom_get_summary":{"id":"fathom_get_summary","name":"Fathom Get Summary","description":"Get the call summary for a specific meeting recording.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Fathom API Key"},"recordingId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The recording ID of the meeting"}}},"fathom_get_transcript":{"id":"fathom_get_transcript","name":"Fathom Get Transcript","description":"Get the full transcript for a specific meeting recording.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Fathom API Key"},"recordingId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The recording ID of the meeting"}}},"fathom_list_meeting_types":{"id":"fathom_list_meeting_types","name":"Fathom List Meeting Types","description":"List meeting types configured in your Fathom organization.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Fathom API Key"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor from a previous response"}}},"fathom_list_meetings":{"id":"fathom_list_meetings","name":"Fathom List Meetings","description":"List recent meetings recorded by the user or shared to their team.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Fathom API Key"},"includeSummary":{"type":"string","required":false,"visibility":"user-or-llm","description":"Include meeting summary (true/false)"},"includeTranscript":{"type":"string","required":false,"visibility":"user-or-llm","description":"Include meeting transcript (true/false)"},"includeActionItems":{"type":"string","required":false,"visibility":"user-or-llm","description":"Include action items (true/false)"},"includeCrmMatches":{"type":"string","required":false,"visibility":"user-or-llm","description":"Include linked CRM matches (true/false)"},"includeHighlights":{"type":"string","required":false,"visibility":"user-or-llm","description":"Include meeting highlights (true/false)"},"createdAfter":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter meetings created after this ISO 8601 timestamp"},"createdBefore":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter meetings created before this ISO 8601 timestamp"},"recordedBy":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by recorder email address"},"teams":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by team name"},"meetingType":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by meeting type name"},"calendarInviteesDomains":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by calendar invitee company domain (exact match)"},"calendarInviteesDomainsType":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by invitee domain type: all, only_internal, or one_or_more_external"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor from a previous response"}}},"fathom_list_team_members":{"id":"fathom_list_team_members","name":"Fathom List Team Members","description":"List team members in your Fathom organization.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Fathom API Key"},"teams":{"type":"string","required":false,"visibility":"user-or-llm","description":"Team name to filter by"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor from a previous response"}}},"fathom_list_teams":{"id":"fathom_list_teams","name":"Fathom List Teams","description":"List teams in your Fathom organization.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Fathom API Key"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor from a previous response"}}},"file_append":{"id":"file_append","name":"File Append","description":"Append content to an existing workspace file. The file must already exist. Content is added to the end of the file.","version":"1.0.0","params":{"fileName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name of an existing workspace file to append to."},"content":{"type":"string","required":true,"visibility":"user-or-llm","description":"The text content to append to the file."}}},"file_compress":{"id":"file_compress","name":"File Compress","description":"Compress one or more workspace files into a single .zip archive stored in the workspace, for bundling files to download, transfer, or store. Preserves the workspace folder structure of the selected files.","version":"1.0.0","params":{"fileId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Canonical workspace file ID, or an array of canonical workspace file IDs."},"fileInput":{"type":"file","required":false,"visibility":"user-only","description":"Selected workspace file object, or an array of file objects."},"archiveName":{"type":"string","required":false,"visibility":"user-or-llm","description":"Name for the .zip archive (e.g., \\"documents.zip\\"). Defaults to the source file name when compressing a single file, otherwise \\"archive.zip\\"."}}},"file_decompress":{"id":"file_decompress","name":"File Decompress","description":"Extract the contents of a .zip archive into the workspace, preserving the archive folder structure.","version":"1.0.0","params":{"fileId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Canonical workspace file ID of the .zip archive to extract."},"fileInput":{"type":"file","required":false,"visibility":"user-only","description":"Selected .zip archive file object."}}},"file_fetch":{"id":"file_fetch","name":"File Fetch","description":"Fetch and parse a file from a URL with optional custom headers.","version":"1.0.0","params":{"filePath":{"type":"string","required":false,"visibility":"hidden","description":"Path to the file(s). Can be a single path, URL, or an array of paths."},"file":{"type":"file","required":false,"visibility":"user-only","description":"Uploaded file(s) to parse"},"fileType":{"type":"string","required":false,"visibility":"hidden","description":"Type of file to parse (auto-detected if not specified)"},"headers":{"type":"object","required":false,"visibility":"user-or-llm","description":"HTTP headers to include when fetching URL-based files."}}},"file_get":{"id":"file_get","name":"File Get","description":"Get a workspace file object from a selected file or canonical workspace file ID.","version":"1.0.0","params":{"fileId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Canonical workspace file ID."},"fileInput":{"type":"file","required":false,"visibility":"user-only","description":"Selected workspace file object."}}},"file_get_content":{"id":"file_get_content","name":"File Get Content","description":"Extract the text content of one or more workspace files from selected file objects or canonical workspace file IDs.","version":"1.0.0","params":{"fileId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Canonical workspace file ID, or an array of canonical workspace file IDs."},"fileInput":{"type":"file","required":false,"visibility":"user-only","description":"Selected workspace file object, or an array of file objects."}}},"file_manage_sharing":{"id":"file_manage_sharing","name":"Manage Sharing","description":"Enable or disable the public share link for a workspace file, and set its access mode (public, password, email, or SSO). Idempotent: the public link stays stable across changes.","version":"1.0.0","params":{"fileId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Canonical ID of the workspace file to update sharing for."},"fileInput":{"type":"file","required":false,"visibility":"user-only","description":"Selected workspace file object (from the file picker)."},"isActive":{"type":"boolean","required":true,"visibility":"user-or-llm","description":"Whether the public link is enabled. Set to false to make the file private."},"authType":{"type":"string","required":false,"visibility":"user-or-llm","description":"Access mode for the link: \\"public\\", \\"password\\", \\"email\\", or \\"sso\\". Defaults to \\"public\\"."},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password to protect the link. Required when authType is \\"password\\"."},"allowedEmails":{"type":"array","required":false,"visibility":"user-or-llm","description":"Allowed emails or \\"@domain\\" patterns. Required when authType is \\"email\\" or \\"sso\\"."}}},"file_parser":{"id":"file_parser","name":"File Parser","description":"Parse one or more uploaded files or files from URLs (text, PDF, CSV, images, etc.)","version":"1.0.0","params":{"filePath":{"type":"string","required":false,"visibility":"hidden","description":"Path to the file(s). Can be a single path, URL, or an array of paths."},"file":{"type":"file","required":false,"visibility":"user-only","description":"Uploaded file(s) to parse"},"fileType":{"type":"string","required":false,"visibility":"hidden","description":"Type of file to parse (auto-detected if not specified)"}}},"file_parser_v2":{"id":"file_parser_v2","name":"File Parser","description":"Parse one or more uploaded files or files from URLs (text, PDF, CSV, images, etc.)","version":"2.0.0","params":{"filePath":{"type":"string","required":false,"visibility":"hidden","description":"Path to the file(s). Can be a single path, URL, or an array of paths."},"file":{"type":"file","required":false,"visibility":"user-only","description":"Uploaded file(s) to parse"},"fileType":{"type":"string","required":false,"visibility":"hidden","description":"Type of file to parse (auto-detected if not specified)"}}},"file_parser_v3":{"id":"file_parser_v3","name":"File Parser","description":"Parse one or more uploaded files or files from URLs (text, PDF, CSV, images, etc.)","version":"3.0.0","params":{"filePath":{"type":"string","required":false,"visibility":"hidden","description":"Path to the file(s). Can be a single path, URL, or an array of paths."},"file":{"type":"file","required":false,"visibility":"user-only","description":"Uploaded file(s) to parse"},"fileType":{"type":"string","required":false,"visibility":"hidden","description":"Type of file to parse (auto-detected if not specified)"}}},"file_read":{"id":"file_read","name":"File Read","description":"Read workspace file objects from selected files or canonical workspace file IDs.","version":"1.0.0","params":{"fileId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Canonical workspace file ID, or an array of canonical workspace file IDs."},"fileInput":{"type":"file","required":false,"visibility":"user-only","description":"Selected workspace file object."}}},"file_write":{"id":"file_write","name":"File Write","description":"Create a new workspace file. If a file with the same name already exists, a numeric suffix is added (e.g., \\"data (1).csv\\").","version":"1.0.0","params":{"fileName":{"type":"string","required":true,"visibility":"user-or-llm","description":"File name (e.g., \\"data.csv\\"). If a file with this name exists, a numeric suffix is added automatically."},"content":{"type":"string","required":true,"visibility":"user-or-llm","description":"The text content to write to the file."},"contentType":{"type":"string","required":false,"visibility":"user-only","description":"MIME type for new files (e.g., \\"text/plain\\"). Auto-detected from file extension if omitted."}}},"findymail_find_email_from_linkedin":{"id":"findymail_find_email_from_linkedin","name":"Findymail Find Email From LinkedIn","description":"Find someone\'s email from a LinkedIn profile URL or username. Uses one finder credit when a verified email is found.","version":"1.0.0","params":{"linkedin_url":{"type":"string","required":true,"visibility":"user-or-llm","description":"Person\'s LinkedIn URL or username (e.g., \'https://linkedin.com/in/johndoe\' or \'johndoe\')"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Findymail API Key"}}},"findymail_find_email_from_name":{"id":"findymail_find_email_from_name","name":"Findymail Find Email From Name","description":"Find someone\'s email from their name and a company domain or company name. Uses one finder credit when a verified email is found.","version":"1.0.0","params":{"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Person\'s full name (e.g., \'John Doe\')"},"domain":{"type":"string","required":true,"visibility":"user-or-llm","description":"Company domain (preferred) or company name (e.g., stripe.com)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Findymail API Key"}}},"findymail_find_emails_by_domain":{"id":"findymail_find_emails_by_domain","name":"Findymail Find Emails By Domain","description":"Find verified contacts at a given domain matching one or more target roles (max 3 roles). Limited to 5 concurrent synchronous requests.","version":"1.0.0","params":{"domain":{"type":"string","required":true,"visibility":"user-or-llm","description":"Company domain (e.g., stripe.com)"},"roles":{"type":"array","required":true,"visibility":"user-or-llm","description":"Target roles at the company (max 3, e.g., [\\"CEO\\", \\"Founder\\"])","items":{"type":"string"}},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Findymail API Key"}}},"findymail_find_employees":{"id":"findymail_find_employees","name":"Findymail Find Employees","description":"Find employees at a company by website and target job titles. Uses 1 credit per found contact. Does not return email addresses.","version":"1.0.0","params":{"website":{"type":"string","required":true,"visibility":"user-or-llm","description":"Company website or domain (e.g., google.com)"},"job_titles":{"type":"array","required":true,"visibility":"user-or-llm","description":"Target job titles to search for (max 10, e.g., [\\"Software Engineer\\", \\"CEO\\"])","items":{"type":"string"}},"count":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of contacts to return (max 5, default 1)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Findymail API Key"}}},"findymail_find_phone":{"id":"findymail_find_phone","name":"Findymail Find Phone","description":"Find someone\'s phone number from a LinkedIn profile URL. Uses 10 finder credits if a phone is found. EU citizens are excluded for legal reasons.","version":"1.0.0","params":{"linkedin_url":{"type":"string","required":true,"visibility":"user-or-llm","description":"Person\'s LinkedIn URL or username (e.g., \'https://linkedin.com/in/johndoe\' or \'johndoe\')"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Findymail API Key"}}},"findymail_get_company":{"id":"findymail_get_company","name":"Findymail Get Company","description":"Retrieve company information from a LinkedIn URL, domain, or company name. Uses 1 finder credit per successful response.","version":"1.0.0","params":{"linkedin_url":{"type":"string","required":false,"visibility":"user-or-llm","description":"Company LinkedIn URL (e.g., https://www.linkedin.com/company/stripe/)"},"domain":{"type":"string","required":false,"visibility":"user-or-llm","description":"Company domain (e.g., stripe.com)"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Company name (e.g., Stripe)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Findymail API Key"}}},"findymail_get_credits":{"id":"findymail_get_credits","name":"Findymail Get Credits","description":"Retrieve the remaining finder and verifier credits for the authenticated account.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Findymail API Key"}}},"findymail_lookup_technologies":{"id":"findymail_lookup_technologies","name":"Findymail Lookup Technologies","description":"Get the technology stack for a company by domain. Optionally filter by technology names. 1 finder credit if technologies are found, free otherwise.","version":"1.0.0","params":{"domain":{"type":"string","required":true,"visibility":"user-or-llm","description":"Company domain to look up (e.g., stripe.com)"},"technologies":{"type":"array","required":false,"visibility":"user-or-llm","description":"Filter by technology names, case-insensitive (e.g., [\\"React\\", \\"TypeScript\\"])","items":{"type":"string"}},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Findymail API Key"}}},"findymail_reverse_email_lookup":{"id":"findymail_reverse_email_lookup","name":"Findymail Reverse Email Lookup","description":"Find a business profile from an email address. Uses 1 finder credit if a profile is found, 2 credits if returning full profile data.","version":"1.0.0","params":{"email":{"type":"string","required":true,"visibility":"user-or-llm","description":"Work or personal email address to look up"},"with_profile":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to return enriched profile metadata (default: false)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Findymail API Key"}}},"findymail_search_technologies":{"id":"findymail_search_technologies","name":"Findymail Search Technologies","description":"Search the technology catalog by name. Returns up to 25 technologies. Free endpoint, rate limited to 10 requests per minute.","version":"1.0.0","params":{"q":{"type":"string","required":true,"visibility":"user-or-llm","description":"Search term (min 2 characters, e.g., \\"React\\")"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Findymail API Key"}}},"findymail_verify_email":{"id":"findymail_verify_email","name":"Findymail Verify Email","description":"Verifies the deliverability of an email address. Uses one verifier credit.","version":"1.0.0","params":{"email":{"type":"string","required":true,"visibility":"user-or-llm","description":"Email address to verify (e.g., john@example.com)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Findymail API Key"}}},"firecrawl_agent":{"id":"firecrawl_agent","name":"Firecrawl Agent","description":"Autonomous web data extraction agent. Searches and gathers information based on natural language prompts without requiring specific URLs.","version":"1.0.0","params":{"prompt":{"type":"string","required":true,"visibility":"user-or-llm","description":"Natural language description of the data to extract (max 10,000 characters)"},"urls":{"type":"json","required":false,"visibility":"user-or-llm","description":"Optional array of URLs to focus the agent on (e.g., [\\"https://example.com\\", \\"https://docs.example.com\\"])"},"schema":{"type":"json","required":false,"visibility":"user-or-llm","description":"JSON Schema defining the structure of data to extract"},"maxCredits":{"type":"number","required":false,"visibility":"user-only","description":"Maximum credits to spend on this agent task"},"strictConstrainToURLs":{"type":"boolean","required":false,"visibility":"user-only","description":"If true, agent will only visit URLs provided in the urls array"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Firecrawl API key"}}},"firecrawl_batch_scrape":{"id":"firecrawl_batch_scrape","name":"Firecrawl Batch Scrape","description":"Scrape multiple URLs in a single batch job and retrieve structured content from each page.","version":"1.0.0","params":{"urls":{"type":"json","required":true,"visibility":"user-or-llm","description":"Array of URLs to scrape (e.g., [\\"https://example.com/page1\\", \\"https://example.com/page2\\"])"},"formats":{"type":"json","required":false,"visibility":"user-or-llm","description":"Output formats for scraped content (e.g., [\\"markdown\\"], [\\"markdown\\", \\"html\\"])"},"onlyMainContent":{"type":"boolean","required":false,"visibility":"user-only","description":"Extract only main content from pages"},"maxConcurrency":{"type":"number","required":false,"visibility":"user-only","description":"Maximum number of concurrent scrapes"},"ignoreInvalidURLs":{"type":"boolean","required":false,"visibility":"user-only","description":"Skip invalid URLs instead of failing the batch (default: true)"},"scrapeOptions":{"type":"json","required":false,"visibility":"hidden","description":"Advanced scraping configuration options"},"zeroDataRetention":{"type":"boolean","required":false,"visibility":"user-only","description":"Enable zero data retention"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Firecrawl API key"}}},"firecrawl_batch_scrape_status":{"id":"firecrawl_batch_scrape_status","name":"Firecrawl Batch Scrape Status","description":"Check the status and retrieve results of a previously started Firecrawl batch scrape job by its job ID.","version":"1.0.0","params":{"jobId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the batch scrape job to check"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Firecrawl API key"}}},"firecrawl_cancel_crawl":{"id":"firecrawl_cancel_crawl","name":"Firecrawl Cancel Crawl","description":"Cancel an in-progress Firecrawl crawl job by its job ID.","version":"1.0.0","params":{"jobId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the crawl job to cancel"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Firecrawl API key"}}},"firecrawl_crawl":{"id":"firecrawl_crawl","name":"Firecrawl Crawl","description":"Crawl entire websites and extract structured content from all accessible pages","version":"1.0.0","params":{"url":{"type":"string","required":true,"visibility":"user-or-llm","description":"The website URL to crawl (e.g., \\"https://example.com\\" or \\"https://docs.example.com/guide\\")"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of pages to crawl (e.g., 50, 100, 500). Default: 100"},"maxDepth":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum depth to crawl from the starting URL (e.g., 1, 2, 3). Controls how many levels deep to follow links"},"formats":{"type":"json","required":false,"visibility":"user-or-llm","description":"Output formats for scraped content (e.g., [\\"markdown\\"], [\\"markdown\\", \\"html\\"], [\\"markdown\\", \\"links\\"])"},"excludePaths":{"type":"json","required":false,"visibility":"user-or-llm","description":"URL paths to exclude from crawling (e.g., [\\"/blog/*\\", \\"/admin/*\\", \\"/*.pdf\\"])"},"includePaths":{"type":"json","required":false,"visibility":"user-or-llm","description":"URL paths to include in crawling (e.g., [\\"/docs/*\\", \\"/api/*\\"]). 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Each item requires targetPageSlug (slug for the new page) and context (content details the agent should use).","items":{"type":"object","properties":{"targetPageSlug":{"type":"string","description":"Slug for the generated page"},"context":{"type":"string","description":"Content context for the generated page"}}}},"callbackUrl":{"type":"string","required":false,"visibility":"user-only","description":"HTTPS webhook URL that Flint will POST to when the task completes or fails"},"publish":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to automatically publish the generated pages when the task completes"}}},"flint_get_task":{"id":"flint_get_task","name":"Flint Get Task","description":"Get the status and results of a background Flint agent task.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Flint API key (found in Flint team settings, starts with ak_)"},"taskId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Identifier of the task returned when it was created (e.g., bg-...)"}}},"function_execute":{"id":"function_execute","name":"Function Execute","description":"Execute JavaScript, Python, or shell scripts in a secure sandbox. 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NO import/require statements."},"language":{"type":"string","required":false,"visibility":"user-only","description":"Language to execute (javascript, python, or shell)","default":"javascript"},"timeout":{"type":"number","required":false,"visibility":"hidden","description":"Execution timeout in milliseconds","default":300000},"title":{"type":"string","required":false,"visibility":"hidden","description":"Short user-visible label for this execution."},"outputPath":{"type":"string","required":false,"visibility":"hidden","description":"Write the tool result back to a workspace file, e.g. \\"files/result.json\\" or \\"files/report.csv\\". Use for text/JSON/CSV/markdown/html outputs."},"outputFormat":{"type":"string","required":false,"visibility":"hidden","description":"Optional format override for outputPath (json, csv, txt, md, html)."},"outputTable":{"type":"string","required":false,"visibility":"hidden","description":"Overwrite a workspace table with the code result. 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Returns the gamma URL when completed, or error details if failed.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Gamma API key"},"generationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The generation ID returned by the Generate or Generate from Template tool"}}},"gamma_generate":{"id":"gamma_generate","name":"Gamma Generate","description":"Generate a new Gamma presentation, document, webpage, or social post from text input.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Gamma API key"},"inputText":{"type":"string","required":true,"visibility":"user-or-llm","description":"Text and image URLs used to generate your gamma (1-100,000 tokens)"},"textMode":{"type":"string","required":true,"visibility":"user-or-llm","description":"How to handle input text: generate (AI expands), condense (AI summarizes), or preserve (keep as-is)"},"format":{"type":"string","required":false,"visibility":"user-or-llm","description":"Output format: presentation, document, webpage, or social (default: presentation)"},"themeId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Custom Gamma workspace theme ID (use List Themes to find available themes)"},"numCards":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of cards/slides to generate (1-60 for Pro, 1-75 for Ultra; default: 10)"},"cardSplit":{"type":"string","required":false,"visibility":"user-or-llm","description":"How to split content into cards: auto or inputTextBreaks (default: auto)"},"cardDimensions":{"type":"string","required":false,"visibility":"user-or-llm","description":"Card aspect ratio. 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Supports both public and private repositories with optional authentication.","version":"2.0.0","params":{"owner":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository owner (user or organization)"},"repo":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository name"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"GitHub Personal Access Token"}}},"github_request_reviewers":{"id":"github_request_reviewers","name":"GitHub Request Reviewers","description":"Request reviewers for a pull request","version":"1.0.0","params":{"owner":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository owner"},"repo":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository name"},"pullNumber":{"type":"number","required":true,"visibility":"user-or-llm","description":"Pull request number"},"reviewers":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of user logins to request reviews from (at least one of reviewers or team_reviewers is required)"},"team_reviewers":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of team slugs to request reviews from"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"GitHub API token"}}},"github_request_reviewers_v2":{"id":"github_request_reviewers_v2","name":"GitHub Request Reviewers","description":"Request reviewers for a pull request","version":"2.0.0","params":{"owner":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository owner"},"repo":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository name"},"pullNumber":{"type":"number","required":true,"visibility":"user-or-llm","description":"Pull request number"},"reviewers":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of user logins to request reviews from (at least one of reviewers or team_reviewers is required)"},"team_reviewers":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of team slugs to request reviews from"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"GitHub API token"}}},"github_rerun_workflow":{"id":"github_rerun_workflow","name":"GitHub Rerun Workflow","description":"Rerun a workflow run. Optionally enable debug logging for the rerun. Returns 201 Created on success.","version":"1.0.0","params":{"owner":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository owner (user or organization)"},"repo":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository name"},"run_id":{"type":"number","required":true,"visibility":"user-or-llm","description":"Workflow run ID to rerun"},"enable_debug_logging":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Enable debug logging for the rerun (default: false)","default":false},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"GitHub Personal Access Token"}}},"github_rerun_workflow_v2":{"id":"github_rerun_workflow_v2","name":"GitHub Rerun Workflow","description":"Rerun a workflow run. Optionally enable debug logging for the rerun. Returns 201 Created on success.","version":"2.0.0","params":{"owner":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository owner (user or organization)"},"repo":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository name"},"run_id":{"type":"number","required":true,"visibility":"user-or-llm","description":"Workflow run ID to rerun"},"enable_debug_logging":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Enable debug logging for the rerun (default: false)","default":false},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"GitHub Personal Access Token"}}},"github_resolve_review_thread":{"id":"github_resolve_review_thread","name":"GitHub Resolve Review Thread","description":"Mark a pull request review thread as resolved.","version":"1.0.0","params":{"threadId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Review thread node ID"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"GitHub API token with pull request write access"}}},"github_search_code":{"id":"github_search_code","name":"GitHub Search Code","description":"Search for code across GitHub repositories. Use qualifiers like repo:owner/name, language:js, path:src, extension:py","version":"1.0.0","params":{"q":{"type":"string","required":true,"visibility":"user-or-llm","description":"Search query with optional qualifiers (repo:, language:, path:, extension:, user:, org:)"},"sort":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort by indexed date (default: best match)"},"order":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort order: asc or desc (default: desc)"},"per_page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Results per page (max 100, default: 30)","default":30},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number (default: 1)","default":1},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"GitHub API token"}}},"github_search_code_v2":{"id":"github_search_code_v2","name":"GitHub Search Code","description":"Search for code across GitHub repositories. Use qualifiers like repo:owner/name, language:js, path:src, extension:py","version":"2.0.0","params":{"q":{"type":"string","required":true,"visibility":"user-or-llm","description":"Search query with optional qualifiers (repo:, language:, path:, extension:, user:, org:)"},"sort":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort by indexed date (default: best match)"},"order":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort order: asc or desc (default: desc)"},"per_page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Results per page (max 100, default: 30)","default":30},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number (default: 1)","default":1},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"GitHub API token"}}},"github_search_commits":{"id":"github_search_commits","name":"GitHub Search Commits","description":"Search for commits across GitHub. Use qualifiers like repo:owner/name, author:user, committer:user, author-date:>2023-01-01","version":"1.0.0","params":{"q":{"type":"string","required":true,"visibility":"user-or-llm","description":"Search query with optional qualifiers (repo:, author:, committer:, author-date:, committer-date:, merge:true/false)"},"sort":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort by: author-date or committer-date (default: best match)"},"order":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort order: asc or desc (default: desc)"},"per_page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Results per page (max 100, default: 30)","default":30},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number (default: 1)","default":1},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"GitHub API token"}}},"github_search_commits_v2":{"id":"github_search_commits_v2","name":"GitHub Search Commits","description":"Search for commits across GitHub. Use qualifiers like repo:owner/name, author:user, committer:user, author-date:>2023-01-01","version":"2.0.0","params":{"q":{"type":"string","required":true,"visibility":"user-or-llm","description":"Search query with optional qualifiers (repo:, author:, committer:, author-date:, committer-date:, merge:true/false)"},"sort":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort by: author-date or committer-date (default: best match)"},"order":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort order: asc or desc (default: desc)"},"per_page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Results per page (max 100, default: 30)","default":30},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number (default: 1)","default":1},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"GitHub API token"}}},"github_search_issues":{"id":"github_search_issues","name":"GitHub Search Issues","description":"Search for issues and pull requests across GitHub. Use qualifiers like repo:owner/name, is:issue, is:pr, state:open, label:bug, author:user","version":"1.0.0","params":{"q":{"type":"string","required":true,"visibility":"user-or-llm","description":"Search query with optional qualifiers (repo:, is:issue, is:pr, state:, label:, author:, assignee:)"},"sort":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort by: comments, reactions, created, updated, interactions (default: best match)"},"order":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort order: asc or desc (default: desc)"},"per_page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Results per page (max 100, default: 30)","default":30},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number (default: 1)","default":1},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"GitHub API token"}}},"github_search_issues_v2":{"id":"github_search_issues_v2","name":"GitHub Search Issues","description":"Search for issues and pull requests across GitHub. Use qualifiers like repo:owner/name, is:issue, is:pr, state:open, label:bug, author:user","version":"2.0.0","params":{"q":{"type":"string","required":true,"visibility":"user-or-llm","description":"Search query with optional qualifiers (repo:, is:issue, is:pr, state:, label:, author:, assignee:)"},"sort":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort by: comments, reactions, created, updated, interactions (default: best match)"},"order":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort order: asc or desc (default: desc)"},"per_page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Results per page (max 100, default: 30)","default":30},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number (default: 1)","default":1},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"GitHub API token"}}},"github_search_repos":{"id":"github_search_repos","name":"GitHub Search Repositories","description":"Search for repositories across GitHub. Use qualifiers like language:python, stars:>1000, topic:react, user:owner, org:name","version":"1.0.0","params":{"q":{"type":"string","required":true,"visibility":"user-or-llm","description":"Search query with optional qualifiers (language:, stars:, forks:, topic:, user:, org:, in:name,description,readme)"},"sort":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort by: stars, forks, help-wanted-issues, updated (default: best match)"},"order":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort order: asc or desc (default: desc)"},"per_page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Results per page (max 100, default: 30)","default":30},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number (default: 1)","default":1},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"GitHub API token"}}},"github_search_repos_v2":{"id":"github_search_repos_v2","name":"GitHub Search Repositories","description":"Search for repositories across GitHub. Use qualifiers like language:python, stars:>1000, topic:react, user:owner, org:name","version":"2.0.0","params":{"q":{"type":"string","required":true,"visibility":"user-or-llm","description":"Search query with optional qualifiers (language:, stars:, forks:, topic:, user:, org:, in:name,description,readme)"},"sort":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort by: stars, forks, help-wanted-issues, updated (default: best match)"},"order":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort order: asc or desc (default: desc)"},"per_page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Results per page (max 100, default: 30)","default":30},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number (default: 1)","default":1},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"GitHub API token"}}},"github_search_users":{"id":"github_search_users","name":"GitHub Search Users","description":"Search for users and organizations on GitHub. Use qualifiers like type:user, type:org, followers:>1000, repos:>10, location:city","version":"1.0.0","params":{"q":{"type":"string","required":true,"visibility":"user-or-llm","description":"Search query with optional qualifiers (type:user/org, followers:, repos:, location:, language:, created:)"},"sort":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort by: followers, repositories, joined (default: best match)"},"order":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort order: asc or desc (default: desc)"},"per_page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Results per page (max 100, default: 30)","default":30},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number (default: 1)","default":1},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"GitHub API token"}}},"github_search_users_v2":{"id":"github_search_users_v2","name":"GitHub Search Users","description":"Search for users and organizations on GitHub. Use qualifiers like type:user, type:org, followers:>1000, repos:>10, location:city","version":"2.0.0","params":{"q":{"type":"string","required":true,"visibility":"user-or-llm","description":"Search query with optional qualifiers (type:user/org, followers:, repos:, location:, language:, created:)"},"sort":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort by: followers, repositories, joined (default: best match)"},"order":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort order: asc or desc (default: desc)"},"per_page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Results per page (max 100, default: 30)","default":30},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number (default: 1)","default":1},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"GitHub API token"}}},"github_star_gist":{"id":"github_star_gist","name":"GitHub Star Gist","description":"Star a gist","version":"1.0.0","params":{"gist_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The gist ID to star"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"GitHub API token"}}},"github_star_gist_v2":{"id":"github_star_gist_v2","name":"GitHub Star Gist","description":"Star a gist","version":"2.0.0","params":{"gist_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The gist ID to star"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"GitHub API token"}}},"github_star_repo":{"id":"github_star_repo","name":"GitHub Star Repository","description":"Star a repository","version":"1.0.0","params":{"owner":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository owner"},"repo":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository name"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"GitHub API token"}}},"github_star_repo_v2":{"id":"github_star_repo_v2","name":"GitHub Star Repository","description":"Star a repository","version":"2.0.0","params":{"owner":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository owner"},"repo":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository name"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"GitHub API token"}}},"github_status_check_rollup":{"id":"github_status_check_rollup","name":"GitHub Status Check Rollup","description":"Read the merged check-run and commit-status state for one commit SHA, including whether each check is required to merge a given pull request.","version":"1.0.0","params":{"owner":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository owner"},"repo":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository name"},"sha":{"type":"string","required":true,"visibility":"user-or-llm","description":"Commit SHA to read check state for"},"pullNumber":{"type":"number","required":true,"visibility":"user-or-llm","description":"Pull request number that decides which checks are required"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor from a previous page (endCursor) to continue from"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"GitHub API token with checks and commit statuses read access"}}},"github_trigger_workflow":{"id":"github_trigger_workflow","name":"GitHub Trigger Workflow","description":"Trigger a workflow dispatch event for a GitHub Actions workflow. The workflow must have a workflow_dispatch trigger configured. Returns 204 No Content on success.","version":"1.0.0","params":{"owner":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository owner (user or organization)"},"repo":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository name"},"workflow_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"Workflow ID (number) or workflow filename (e.g., \\"main.yaml\\")"},"ref":{"type":"string","required":true,"visibility":"user-or-llm","description":"Git reference (branch or tag name) to run the workflow on"},"inputs":{"type":"object","required":false,"visibility":"user-or-llm","description":"Input keys and values configured in the workflow file"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"GitHub Personal Access Token"}}},"github_trigger_workflow_v2":{"id":"github_trigger_workflow_v2","name":"GitHub Trigger Workflow","description":"Trigger a workflow dispatch event for a GitHub Actions workflow. The workflow must have a workflow_dispatch trigger configured. Returns 204 No Content on success.","version":"2.0.0","params":{"owner":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository owner (user or organization)"},"repo":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository name"},"workflow_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"Workflow ID (number) or workflow filename (e.g., \\"main.yaml\\")"},"ref":{"type":"string","required":true,"visibility":"user-or-llm","description":"Git reference (branch or tag name) to run the workflow on"},"inputs":{"type":"object","required":false,"visibility":"user-or-llm","description":"Input keys and values configured in the workflow file"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"GitHub Personal Access Token"}}},"github_unstar_gist":{"id":"github_unstar_gist","name":"GitHub Unstar Gist","description":"Unstar a gist","version":"1.0.0","params":{"gist_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The gist ID to unstar"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"GitHub API token"}}},"github_unstar_gist_v2":{"id":"github_unstar_gist_v2","name":"GitHub Unstar Gist","description":"Unstar a gist","version":"2.0.0","params":{"gist_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The gist ID to unstar"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"GitHub API token"}}},"github_unstar_repo":{"id":"github_unstar_repo","name":"GitHub Unstar Repository","description":"Remove star from a repository","version":"1.0.0","params":{"owner":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository owner"},"repo":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository name"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"GitHub API token"}}},"github_unstar_repo_v2":{"id":"github_unstar_repo_v2","name":"GitHub Unstar Repository","description":"Remove star from a repository","version":"2.0.0","params":{"owner":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository owner"},"repo":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository name"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"GitHub API token"}}},"github_update_branch_protection":{"id":"github_update_branch_protection","name":"GitHub Update Branch Protection","description":"Update branch protection rules for a specific branch, including status checks, review requirements, admin enforcement, and push restrictions.","version":"1.0.0","params":{"owner":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository owner (user or organization)"},"repo":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository name"},"branch":{"type":"string","required":true,"visibility":"user-or-llm","description":"Branch name"},"required_status_checks":{"type":"object","required":true,"visibility":"user-or-llm","description":"Required status check configuration (null to disable). Object with strict (boolean) and contexts (string array)"},"enforce_admins":{"type":"boolean","required":true,"visibility":"user-or-llm","description":"Whether to enforce restrictions for administrators"},"required_pull_request_reviews":{"type":"object","required":true,"visibility":"user-or-llm","description":"PR review requirements (null to disable). Object with optional required_approving_review_count, dismiss_stale_reviews, require_code_owner_reviews"},"restrictions":{"type":"object","required":true,"visibility":"user-or-llm","description":"Push restrictions (null to disable). Object with users (string array) and teams (string array)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"GitHub Personal Access Token"}}},"github_update_branch_protection_v2":{"id":"github_update_branch_protection_v2","name":"GitHub Update Branch Protection","description":"Update branch protection rules for a specific branch, including status checks, review requirements, admin enforcement, and push restrictions.","version":"2.0.0","params":{"owner":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository owner (user or organization)"},"repo":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository name"},"branch":{"type":"string","required":true,"visibility":"user-or-llm","description":"Branch name"},"required_status_checks":{"type":"object","required":true,"visibility":"user-or-llm","description":"Required status check configuration (null to disable). Object with strict (boolean) and contexts (string array)"},"enforce_admins":{"type":"boolean","required":true,"visibility":"user-or-llm","description":"Whether to enforce restrictions for administrators"},"required_pull_request_reviews":{"type":"object","required":true,"visibility":"user-or-llm","description":"PR review requirements (null to disable). Object with optional required_approving_review_count, dismiss_stale_reviews, require_code_owner_reviews"},"restrictions":{"type":"object","required":true,"visibility":"user-or-llm","description":"Push restrictions (null to disable). Object with users (string array) and teams (string array)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"GitHub Personal Access Token"}}},"github_update_comment":{"id":"github_update_comment","name":"GitHub Comment Updater","description":"Update an existing comment on a GitHub issue or pull request","version":"1.0.0","params":{"owner":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository owner"},"repo":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository name"},"comment_id":{"type":"number","required":true,"visibility":"user-or-llm","description":"Comment ID"},"body":{"type":"string","required":true,"visibility":"user-or-llm","description":"Updated comment content"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"GitHub API token"}}},"github_update_comment_v2":{"id":"github_update_comment_v2","name":"GitHub Comment Updater","description":"Update an existing comment on a GitHub issue or pull request","version":"2.0.0","params":{"owner":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository owner"},"repo":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository name"},"comment_id":{"type":"number","required":true,"visibility":"user-or-llm","description":"Comment ID"},"body":{"type":"string","required":true,"visibility":"user-or-llm","description":"Updated comment content"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"GitHub API token"}}},"github_update_file":{"id":"github_update_file","name":"GitHub Update File","description":"Update an existing file in a GitHub repository. Requires the file SHA. Content will be automatically Base64 encoded. Supports files up to 1MB.","version":"1.0.0","params":{"owner":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository owner (user or organization)"},"repo":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository name"},"path":{"type":"string","required":true,"visibility":"user-or-llm","description":"Path to the file to update (e.g., \\"src/index.ts\\")"},"message":{"type":"string","required":true,"visibility":"user-or-llm","description":"Commit message for this file update"},"content":{"type":"string","required":true,"visibility":"user-or-llm","description":"New file content (plain text, will be Base64 encoded automatically)"},"sha":{"type":"string","required":true,"visibility":"user-or-llm","description":"The blob SHA of the file being replaced (get from github_get_file_content)"},"branch":{"type":"string","required":false,"visibility":"user-or-llm","description":"Branch to update the file in (defaults to repository default branch)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"GitHub Personal Access Token"}}},"github_update_file_v2":{"id":"github_update_file_v2","name":"GitHub Update File","description":"Update an existing file in a GitHub repository. Requires the file SHA. Content will be automatically Base64 encoded. Supports files up to 1MB.","version":"2.0.0","params":{"owner":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository owner (user or organization)"},"repo":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository name"},"path":{"type":"string","required":true,"visibility":"user-or-llm","description":"Path to the file to update (e.g., \\"src/index.ts\\")"},"message":{"type":"string","required":true,"visibility":"user-or-llm","description":"Commit message for this file update"},"content":{"type":"string","required":true,"visibility":"user-or-llm","description":"New file content (plain text, will be Base64 encoded automatically)"},"sha":{"type":"string","required":true,"visibility":"user-or-llm","description":"The blob SHA of the file being replaced (get from github_get_file_content)"},"branch":{"type":"string","required":false,"visibility":"user-or-llm","description":"Branch to update the file in (defaults to repository default branch)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"GitHub Personal Access Token"}}},"github_update_gist":{"id":"github_update_gist","name":"GitHub Update Gist","description":"Update a gist description or files. To delete a file, set its value to null in files object","version":"1.0.0","params":{"gist_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The gist ID to update"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"New description for the gist"},"files":{"type":"json","required":false,"visibility":"user-or-llm","description":"JSON object with filenames as keys. Set to null to delete, or provide content to update/add"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"GitHub API token"}}},"github_update_gist_v2":{"id":"github_update_gist_v2","name":"GitHub Update Gist","description":"Update a gist description or files. To delete a file, set its value to null in files object","version":"2.0.0","params":{"gist_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The gist ID to update"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"New description for the gist"},"files":{"type":"json","required":false,"visibility":"user-or-llm","description":"JSON object with filenames as keys. 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Defaults to gitlab.com."},"userId":{"type":"number","required":true,"visibility":"user-or-llm","description":"The ID of the user to act on"}}},"gitlab_add_member":{"id":"gitlab_add_member","name":"GitLab Add Member","description":"Add an existing GitLab user to a project or group at a given access level","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"GitLab Personal Access Token"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-managed GitLab host (e.g. gitlab.example.com). 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Defaults to gitlab.com."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Project ID or path (e.g. mygroup/myproject)"},"sourceBranch":{"type":"string","required":true,"visibility":"user-or-llm","description":"Source branch name"},"targetBranch":{"type":"string","required":true,"visibility":"user-or-llm","description":"Target branch name"},"title":{"type":"string","required":true,"visibility":"user-or-llm","description":"Merge request title"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Merge request description (Markdown supported)"},"labels":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of label names"},"assigneeIds":{"type":"array","required":false,"visibility":"user-or-llm","description":"Array of user IDs to assign"},"milestoneId":{"type":"number","required":false,"visibility":"user-or-llm","description":"Milestone ID to assign"},"removeSourceBranch":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Delete source branch after merge"},"squash":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Squash commits on merge"},"draft":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Mark as draft (applied via the \\"Draft:\\" title prefix)"}}},"gitlab_create_merge_request_note":{"id":"gitlab_create_merge_request_note","name":"GitLab Create Merge Request Comment","description":"Add a comment to a GitLab merge request","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"GitLab Personal Access Token"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-managed GitLab host (e.g. gitlab.example.com). Defaults to gitlab.com."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Project ID or path (e.g. mygroup/myproject)"},"mergeRequestIid":{"type":"number","required":true,"visibility":"user-or-llm","description":"Merge request internal ID (IID)"},"body":{"type":"string","required":true,"visibility":"user-or-llm","description":"Comment body (Markdown supported)"},"internal":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Create the comment as an internal note visible only to project members"}}},"gitlab_create_pipeline":{"id":"gitlab_create_pipeline","name":"GitLab Create Pipeline","description":"Trigger a new pipeline in a GitLab project","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"GitLab Personal Access Token"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-managed GitLab host (e.g. gitlab.example.com). Defaults to gitlab.com."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Project ID or path (e.g. mygroup/myproject)"},"ref":{"type":"string","required":true,"visibility":"user-or-llm","description":"Branch or tag to run the pipeline on"},"variables":{"type":"array","required":false,"visibility":"user-or-llm","description":"Array of variables for the pipeline (each with key, value, and optional variable_type)"},"inputs":{"type":"json","required":false,"visibility":"user-or-llm","description":"Pipeline inputs as a key/value object (for pipelines with spec:inputs)"}}},"gitlab_create_release":{"id":"gitlab_create_release","name":"GitLab Create Release","description":"Create a new release in a GitLab project","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"GitLab Personal Access Token"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-managed GitLab host (e.g. gitlab.example.com). Defaults to gitlab.com."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Project ID or path (e.g. mygroup/myproject)"},"tagName":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Git tag for the release"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"The release name"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Release description/notes (Markdown supported)"},"ref":{"type":"string","required":false,"visibility":"user-or-llm","description":"Commit SHA, branch, or tag to create the tag from if it does not already exist"},"releasedAt":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO 8601 date for an upcoming or historical release"},"tagMessage":{"type":"string","required":false,"visibility":"user-or-llm","description":"Annotation message to use if creating a new annotated tag"},"assetLinks":{"type":"array","required":false,"visibility":"user-or-llm","description":"Release asset links: array of objects with name, url, and optional link_type (other, runbook, image, package)"},"milestones":{"type":"array","required":false,"visibility":"user-or-llm","description":"Array of milestone titles to associate with the release"}}},"gitlab_create_user":{"id":"gitlab_create_user","name":"GitLab Create User","description":"Create a new GitLab user. Requires an administrator token with admin_mode on the instance.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"GitLab admin Personal Access Token (admin_mode)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-managed GitLab host (e.g. gitlab.example.com). Defaults to gitlab.com."},"email":{"type":"string","required":true,"visibility":"user-or-llm","description":"The user\'s email address"},"username":{"type":"string","required":true,"visibility":"user-or-llm","description":"The user\'s username"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"The user\'s display name"},"password":{"type":"string","required":false,"visibility":"user-only","description":"The user\'s password. Omit and set resetPassword to email a reset link instead."},"resetPassword":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Send the user a password reset link instead of setting a password"},"forceRandomPassword":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Set a random password without emailing a reset link (useful for SSO-only accounts). One of password, resetPassword, or forceRandomPassword is required."},"admin":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the new user is an administrator"},"skipConfirmation":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Skip email confirmation for the new user"}}},"gitlab_deactivate_user":{"id":"gitlab_deactivate_user","name":"GitLab Deactivate User","description":"Deactivate a dormant GitLab user","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"GitLab admin Personal Access Token (admin_mode)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-managed GitLab host (e.g. gitlab.example.com). Defaults to gitlab.com."},"userId":{"type":"number","required":true,"visibility":"user-or-llm","description":"The ID of the user to act on"}}},"gitlab_delete_branch":{"id":"gitlab_delete_branch","name":"GitLab Delete Branch","description":"Delete a branch from a GitLab project repository","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"GitLab Personal Access Token"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-managed GitLab host (e.g. gitlab.example.com). Defaults to gitlab.com."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Project ID or path (e.g. mygroup/myproject)"},"branch":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name of the branch to delete"}}},"gitlab_delete_issue":{"id":"gitlab_delete_issue","name":"GitLab Delete Issue","description":"Delete an issue from a GitLab project","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"GitLab Personal Access Token"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-managed GitLab host (e.g. gitlab.example.com). Defaults to gitlab.com."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Project ID or path (e.g. mygroup/myproject)"},"issueIid":{"type":"number","required":true,"visibility":"user-or-llm","description":"Issue internal ID (IID)"}}},"gitlab_delete_saml_group_link":{"id":"gitlab_delete_saml_group_link","name":"GitLab Delete SAML Group Link","description":"Delete a SAML group link from a GitLab group (GitLab Premium/Ultimate)","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"GitLab Personal Access Token with group Owner rights"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-managed GitLab host (e.g. gitlab.example.com). Defaults to gitlab.com."},"groupId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Group ID or path (e.g. my-org/my-group)"},"samlGroupName":{"type":"string","required":true,"visibility":"user-or-llm","description":"The name of the SAML group link to delete"},"provider":{"type":"string","required":false,"visibility":"user-or-llm","description":"Provider name of the link to delete. Required when multiple links share the same SAML group name."}}},"gitlab_delete_user":{"id":"gitlab_delete_user","name":"GitLab Delete User","description":"Delete a GitLab user. Requires an administrator token with admin_mode on the instance.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"GitLab admin Personal Access Token (admin_mode)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-managed GitLab host (e.g. gitlab.example.com). Defaults to gitlab.com."},"userId":{"type":"number","required":true,"visibility":"user-or-llm","description":"The ID of the user to delete"},"hardDelete":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"When true, contributions, personal projects, AND groups owned solely by this user are deleted rather than moved to a Ghost User"}}},"gitlab_delete_user_identity":{"id":"gitlab_delete_user_identity","name":"GitLab Delete User Identity","description":"Delete a user\'s authentication identity (e.g. SAML or LDAP). Requires an administrator token with admin_mode on the instance.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"GitLab admin Personal Access Token (admin_mode)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-managed GitLab host (e.g. gitlab.example.com). Defaults to gitlab.com."},"userId":{"type":"number","required":true,"visibility":"user-or-llm","description":"The ID of the user"},"provider":{"type":"string","required":true,"visibility":"user-or-llm","description":"The external identity provider name (e.g. saml, ldapmain)"}}},"gitlab_deny_access_request":{"id":"gitlab_deny_access_request","name":"GitLab Deny Access Request","description":"Deny (delete) a pending access request for a GitLab project or group","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"GitLab Personal Access Token"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-managed GitLab host (e.g. gitlab.example.com). Defaults to gitlab.com."},"resourceType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Whether the resource is a \'project\' or a \'group\'"},"resourceId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Project or group ID or path (e.g. mygroup/myproject)"},"userId":{"type":"number","required":true,"visibility":"user-or-llm","description":"The user ID of the access requester"}}},"gitlab_get_file":{"id":"gitlab_get_file","name":"GitLab Get File","description":"Get the contents of a file from a GitLab project repository","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"GitLab Personal Access Token"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-managed GitLab host (e.g. gitlab.example.com). Defaults to gitlab.com."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Project ID or path (e.g. mygroup/myproject)"},"filePath":{"type":"string","required":true,"visibility":"user-or-llm","description":"Path to the file in the repository"},"ref":{"type":"string","required":true,"visibility":"user-or-llm","description":"Branch, tag, or commit SHA"}}},"gitlab_get_group":{"id":"gitlab_get_group","name":"GitLab Get Group","description":"Get details of a specific GitLab group","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"GitLab Personal Access Token"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-managed GitLab host (e.g. gitlab.example.com). Defaults to gitlab.com."},"groupId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Group ID or path (e.g. mygroup or parent/subgroup)"}}},"gitlab_get_issue":{"id":"gitlab_get_issue","name":"GitLab Get Issue","description":"Get details of a specific GitLab issue","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"GitLab Personal Access Token"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-managed GitLab host (e.g. gitlab.example.com). Defaults to gitlab.com."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Project ID or path (e.g. mygroup/myproject)"},"issueIid":{"type":"number","required":true,"visibility":"user-or-llm","description":"Issue number within the project (the # shown in GitLab UI)"}}},"gitlab_get_job_log":{"id":"gitlab_get_job_log","name":"GitLab Get Job Log","description":"Get the log (trace) of a GitLab job","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"GitLab Personal Access Token"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-managed GitLab host (e.g. gitlab.example.com). Defaults to gitlab.com."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Project ID or path (e.g. mygroup/myproject)"},"jobId":{"type":"number","required":true,"visibility":"user-or-llm","description":"Job ID"}}},"gitlab_get_merge_request":{"id":"gitlab_get_merge_request","name":"GitLab Get Merge Request","description":"Get details of a specific GitLab merge request","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"GitLab Personal Access Token"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-managed GitLab host (e.g. gitlab.example.com). Defaults to gitlab.com."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Project ID or path (e.g. mygroup/myproject)"},"mergeRequestIid":{"type":"number","required":true,"visibility":"user-or-llm","description":"Merge request internal ID (IID)"}}},"gitlab_get_merge_request_changes":{"id":"gitlab_get_merge_request_changes","name":"GitLab Get Merge Request Changes","description":"Get the file changes (diffs) of a GitLab merge request","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"GitLab Personal Access Token"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-managed GitLab host (e.g. gitlab.example.com). Defaults to gitlab.com."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Project ID or path (e.g. mygroup/myproject)"},"mergeRequestIid":{"type":"number","required":true,"visibility":"user-or-llm","description":"Merge request internal ID (IID)"}}},"gitlab_get_pipeline":{"id":"gitlab_get_pipeline","name":"GitLab Get Pipeline","description":"Get details of a specific GitLab pipeline","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"GitLab Personal Access Token"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-managed GitLab host (e.g. gitlab.example.com). Defaults to gitlab.com."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Project ID or path (e.g. mygroup/myproject)"},"pipelineId":{"type":"number","required":true,"visibility":"user-or-llm","description":"Pipeline ID"}}},"gitlab_get_project":{"id":"gitlab_get_project","name":"GitLab Get Project","description":"Get details of a specific GitLab project","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"GitLab Personal Access Token"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-managed GitLab host (e.g. gitlab.example.com). Defaults to gitlab.com."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Project ID or path (e.g. mygroup/myproject) (e.g., \\"namespace/project\\")"}}},"gitlab_invite_member":{"id":"gitlab_invite_member","name":"GitLab Invite Member","description":"Invite a person to a GitLab project or group by email address","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"GitLab Personal Access Token"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-managed GitLab host (e.g. gitlab.example.com). Defaults to gitlab.com."},"resourceType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Whether the resource is a \'project\' or a \'group\'"},"resourceId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Project or group ID or path (e.g. mygroup/myproject)"},"email":{"type":"string","required":true,"visibility":"user-or-llm","description":"Email address to invite (comma-separated for multiple)"},"accessLevel":{"type":"number","required":true,"visibility":"user-or-llm","description":"Access level: 0 (No access), 5 (Minimal), 10 (Guest), 15 (Planner), 20 (Reporter), 25 (Security Manager), 30 (Developer), 40 (Maintainer), 50 (Owner)"},"expiresAt":{"type":"string","required":false,"visibility":"user-or-llm","description":"Access expiration date in YYYY-MM-DD format"},"memberRoleId":{"type":"number","required":false,"visibility":"user-or-llm","description":"Custom member role ID (GitLab Ultimate only)"},"inviteSource":{"type":"string","required":false,"visibility":"user-or-llm","description":"Identifier recorded as the source of the invitation (for attribution)"}}},"gitlab_list_access_requests":{"id":"gitlab_list_access_requests","name":"GitLab List Access Requests","description":"List pending access requests for a GitLab project or group","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"GitLab Personal Access Token"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-managed GitLab host (e.g. gitlab.example.com). Defaults to gitlab.com."},"resourceType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Whether the resource is a \'project\' or a \'group\'"},"resourceId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Project or group ID or path (e.g. mygroup/myproject)"},"perPage":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (default 20, max 100)"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number for pagination"}}},"gitlab_list_branches":{"id":"gitlab_list_branches","name":"GitLab List Branches","description":"List branches in a GitLab project repository","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"GitLab Personal Access Token"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-managed GitLab host (e.g. gitlab.example.com). Defaults to gitlab.com."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Project ID or path (e.g. mygroup/myproject)"},"search":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter branches by name"},"perPage":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (default 20, max 100)"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number for pagination"}}},"gitlab_list_commits":{"id":"gitlab_list_commits","name":"GitLab List Commits","description":"List commits in a GitLab project repository","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"GitLab Personal Access Token"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-managed GitLab host (e.g. gitlab.example.com). Defaults to gitlab.com."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Project ID or path (e.g. mygroup/myproject)"},"refName":{"type":"string","required":false,"visibility":"user-or-llm","description":"Branch, tag, or revision range to list commits from"},"since":{"type":"string","required":false,"visibility":"user-or-llm","description":"Only commits after this ISO 8601 date"},"until":{"type":"string","required":false,"visibility":"user-or-llm","description":"Only commits before this ISO 8601 date"},"path":{"type":"string","required":false,"visibility":"user-or-llm","description":"Only commits affecting this file path"},"author":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter commits by author"},"perPage":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (default 20, max 100)"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number for pagination"}}},"gitlab_list_groups":{"id":"gitlab_list_groups","name":"GitLab List Groups","description":"List GitLab groups accessible to the authenticated user","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"GitLab Personal Access Token"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-managed GitLab host (e.g. gitlab.example.com). Defaults to gitlab.com."},"owned":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Limit to groups owned by the current user"},"search":{"type":"string","required":false,"visibility":"user-or-llm","description":"Search groups by name or path"},"topLevelOnly":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Limit to top-level groups, excluding subgroups"},"visibility":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by visibility: public, internal, or private"},"minAccessLevel":{"type":"number","required":false,"visibility":"user-or-llm","description":"Only groups where the current user has at least this access level, as an integer (e.g. 30 for Developer). Valid values: 5, 10, 15, 20, 25, 30, 40, 50."},"allAvailable":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Include all groups the user can access, not only groups they are a member of (ignored when owned or a minimum access level is set)"},"orderBy":{"type":"string","required":false,"visibility":"user-or-llm","description":"Order by field (name, path, id, similarity). similarity requires a search term."},"sort":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort direction (asc, desc)"},"perPage":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (default 20, max 100)"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number for pagination"}}},"gitlab_list_invitations":{"id":"gitlab_list_invitations","name":"GitLab List Invitations","description":"List pending email invitations for a GitLab project or group","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"GitLab Personal Access Token"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-managed GitLab host (e.g. gitlab.example.com). Defaults to gitlab.com."},"resourceType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Whether the resource is a \'project\' or a \'group\'"},"resourceId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Project or group ID or path (e.g. mygroup/myproject)"},"query":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter invitations by invited email"},"perPage":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (default 20, max 100)"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number for pagination"}}},"gitlab_list_issues":{"id":"gitlab_list_issues","name":"GitLab List Issues","description":"List issues in a GitLab project","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"GitLab Personal Access Token"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-managed GitLab host (e.g. gitlab.example.com). Defaults to gitlab.com."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Project ID or path (e.g. mygroup/myproject)"},"state":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by state (opened, closed, all)"},"labels":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of label names"},"assigneeId":{"type":"number","required":false,"visibility":"user-or-llm","description":"Filter by assignee user ID"},"milestoneTitle":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by milestone title"},"search":{"type":"string","required":false,"visibility":"user-or-llm","description":"Search issues by title and description"},"orderBy":{"type":"string","required":false,"visibility":"user-or-llm","description":"Order by field (created_at, updated_at, priority, due_date, relative_position, label_priority, milestone_due, popularity, weight)"},"sort":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort direction (asc, desc)"},"perPage":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (default 20, max 100)"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number for pagination"}}},"gitlab_list_members":{"id":"gitlab_list_members","name":"GitLab List Members","description":"List members of a GitLab project or group. Includes members inherited from ancestor groups by default.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"GitLab Personal Access Token"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-managed GitLab host (e.g. gitlab.example.com). Defaults to gitlab.com."},"resourceType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Whether the resource is a \'project\' or a \'group\'"},"resourceId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Project or group ID or path (e.g. mygroup/myproject)"},"directOnly":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"When true, returns only direct members. Defaults to false, which also returns members inherited from ancestor groups."},"query":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter members by name, email, or username"},"userIds":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated user IDs to filter the results to"},"state":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter inherited-member results by state: \'awaiting\' or \'active\' (Premium/Ultimate; only applies when inherited members are included)"},"showSeatInfo":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Include seat information for each member"},"perPage":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (default 20, max 100)"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number for pagination"}}},"gitlab_list_merge_requests":{"id":"gitlab_list_merge_requests","name":"GitLab List Merge Requests","description":"List merge requests in a GitLab project","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"GitLab Personal Access Token"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-managed GitLab host (e.g. gitlab.example.com). Defaults to gitlab.com."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Project ID or path (e.g. mygroup/myproject)"},"state":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by state (opened, closed, locked, merged, all)"},"labels":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of label names"},"sourceBranch":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by source branch"},"targetBranch":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by target branch"},"orderBy":{"type":"string","required":false,"visibility":"user-or-llm","description":"Order by field (created_at, updated_at, merged_at, priority, label_priority, milestone_due, popularity, title)"},"sort":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort direction (asc, desc)"},"perPage":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (default 20, max 100)"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number for pagination"}}},"gitlab_list_pipeline_jobs":{"id":"gitlab_list_pipeline_jobs","name":"GitLab List Pipeline Jobs","description":"List jobs for a GitLab pipeline","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"GitLab Personal Access Token"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-managed GitLab host (e.g. gitlab.example.com). Defaults to gitlab.com."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Project ID or path (e.g. mygroup/myproject)"},"pipelineId":{"type":"number","required":true,"visibility":"user-or-llm","description":"Pipeline ID"},"scope":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter jobs by scope (e.g. created, running, success, failed)"},"includeRetried":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to include retried jobs"},"perPage":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (default 20, max 100)"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number for pagination"}}},"gitlab_list_pipelines":{"id":"gitlab_list_pipelines","name":"GitLab List Pipelines","description":"List pipelines in a GitLab project","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"GitLab Personal Access Token"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-managed GitLab host (e.g. gitlab.example.com). Defaults to gitlab.com."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Project ID or path (e.g. mygroup/myproject)"},"ref":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by ref (branch or tag)"},"status":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by status (created, waiting_for_resource, preparing, pending, running, success, failed, canceling, canceled, skipped, manual, scheduled, waiting_for_callback)"},"orderBy":{"type":"string","required":false,"visibility":"user-or-llm","description":"Order by field (id, status, ref, updated_at, user_id)"},"sort":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort direction (asc, desc)"},"perPage":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (default 20, max 100)"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number for pagination"}}},"gitlab_list_projects":{"id":"gitlab_list_projects","name":"GitLab List Projects","description":"List GitLab projects accessible to the authenticated user","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"GitLab Personal Access Token"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-managed GitLab host (e.g. gitlab.example.com). Defaults to gitlab.com."},"owned":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Limit to projects owned by the current user"},"membership":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Limit to projects the current user is a member of"},"search":{"type":"string","required":false,"visibility":"user-or-llm","description":"Search projects by name"},"visibility":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by visibility (public, internal, private)"},"orderBy":{"type":"string","required":false,"visibility":"user-or-llm","description":"Order by field (id, name, path, created_at, updated_at, last_activity_at)"},"sort":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort direction (asc, desc)"},"perPage":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (default 20, max 100)"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number for pagination"}}},"gitlab_list_releases":{"id":"gitlab_list_releases","name":"GitLab List Releases","description":"List releases in a GitLab project","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"GitLab Personal Access Token"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-managed GitLab host (e.g. gitlab.example.com). Defaults to gitlab.com."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Project ID or path (e.g. mygroup/myproject)"},"orderBy":{"type":"string","required":false,"visibility":"user-or-llm","description":"Order by field (released_at, created_at)"},"sort":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort direction (asc, desc)"},"perPage":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (default 20, max 100)"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number for pagination"}}},"gitlab_list_repository_tree":{"id":"gitlab_list_repository_tree","name":"GitLab List Repository Tree","description":"List files and directories in a GitLab project repository","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"GitLab Personal Access Token"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-managed GitLab host (e.g. gitlab.example.com). Defaults to gitlab.com."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Project ID or path (e.g. mygroup/myproject)"},"path":{"type":"string","required":false,"visibility":"user-or-llm","description":"Path inside the repository to list"},"ref":{"type":"string","required":false,"visibility":"user-or-llm","description":"Branch, tag, or commit SHA to list from"},"recursive":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to list files recursively"},"perPage":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (default 20, max 100)"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number for pagination"}}},"gitlab_list_saml_group_links":{"id":"gitlab_list_saml_group_links","name":"GitLab List SAML Group Links","description":"List SAML group links for a GitLab group. Use this to detect whether a group is governed by SAML group sync before provisioning members.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"GitLab Personal Access Token"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-managed GitLab host (e.g. gitlab.example.com). Defaults to gitlab.com."},"groupId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Group ID or path (e.g. my-org/my-group)"}}},"gitlab_list_user_memberships":{"id":"gitlab_list_user_memberships","name":"GitLab List User Memberships","description":"List a user\'s project and group memberships. Requires an administrator access token (GET /users/:id/memberships is admin-only). For a non-admin path, iterate List Members on each project or group instead.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"GitLab Personal Access Token (must belong to an administrator)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-managed GitLab host (e.g. gitlab.example.com). Defaults to gitlab.com."},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the user whose memberships to list"},"membershipType":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by source: \'Project\' or \'Namespace\' (group). Omit for all memberships."},"perPage":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (default 20, max 100)"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number for pagination"}}},"gitlab_merge_merge_request":{"id":"gitlab_merge_merge_request","name":"GitLab Merge Merge Request","description":"Merge a merge request in a GitLab project","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"GitLab Personal Access Token"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-managed GitLab host (e.g. gitlab.example.com). Defaults to gitlab.com."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Project ID or path (e.g. mygroup/myproject)"},"mergeRequestIid":{"type":"number","required":true,"visibility":"user-or-llm","description":"Merge request internal ID (IID)"},"mergeCommitMessage":{"type":"string","required":false,"visibility":"user-or-llm","description":"Custom merge commit message"},"squashCommitMessage":{"type":"string","required":false,"visibility":"user-or-llm","description":"Custom squash commit message"},"squash":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Squash commits before merging"},"shouldRemoveSourceBranch":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Delete source branch after merge"},"mergeWhenPipelineSucceeds":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Merge when pipeline succeeds"}}},"gitlab_play_job":{"id":"gitlab_play_job","name":"GitLab Play Job","description":"Trigger (play) a manual GitLab job","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"GitLab Personal Access Token"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-managed GitLab host (e.g. gitlab.example.com). Defaults to gitlab.com."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Project ID or path (e.g. mygroup/myproject)"},"jobId":{"type":"number","required":true,"visibility":"user-or-llm","description":"Job ID"},"jobVariables":{"type":"array","required":false,"visibility":"user-or-llm","description":"Variables for the manual job (array of objects with key and value)"}}},"gitlab_reject_user":{"id":"gitlab_reject_user","name":"GitLab Reject User","description":"Reject a GitLab user whose signup is pending administrator approval","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"GitLab admin Personal Access Token (admin_mode)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-managed GitLab host (e.g. gitlab.example.com). Defaults to gitlab.com."},"userId":{"type":"number","required":true,"visibility":"user-or-llm","description":"The ID of the user to act on"}}},"gitlab_remove_member":{"id":"gitlab_remove_member","name":"GitLab Remove Member","description":"Remove a member from a GitLab project or group","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"GitLab Personal Access Token"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-managed GitLab host (e.g. gitlab.example.com). Defaults to gitlab.com."},"resourceType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Whether the resource is a \'project\' or a \'group\'"},"resourceId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Project or group ID or path (e.g. mygroup/myproject)"},"userId":{"type":"number","required":true,"visibility":"user-or-llm","description":"The ID of the member to remove"},"skipSubresources":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Skip deleting the member from subgroups and projects below the target (defaults to false)"},"unassignIssuables":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Unassign the member from all issues and merge requests in the target (defaults to false)"}}},"gitlab_retry_pipeline":{"id":"gitlab_retry_pipeline","name":"GitLab Retry Pipeline","description":"Retry a failed GitLab pipeline","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"GitLab Personal Access Token"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-managed GitLab host (e.g. gitlab.example.com). Defaults to gitlab.com."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Project ID or path (e.g. mygroup/myproject)"},"pipelineId":{"type":"number","required":true,"visibility":"user-or-llm","description":"Pipeline ID"}}},"gitlab_revoke_invitation":{"id":"gitlab_revoke_invitation","name":"GitLab Revoke Invitation","description":"Revoke a pending email invitation to a GitLab project or group","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"GitLab Personal Access Token"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-managed GitLab host (e.g. gitlab.example.com). Defaults to gitlab.com."},"resourceType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Whether the resource is a \'project\' or a \'group\'"},"resourceId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Project or group ID or path (e.g. mygroup/myproject)"},"email":{"type":"string","required":true,"visibility":"user-or-llm","description":"Email address of the invitation to revoke"}}},"gitlab_search_users":{"id":"gitlab_search_users","name":"GitLab Search Users","description":"Search for GitLab users by name, username, or email. Email matches must be exact; private emails match only with an admin token. Use this to resolve an email to a user ID before adding a member.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"GitLab Personal Access Token"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-managed GitLab host (e.g. gitlab.example.com). Defaults to gitlab.com."},"search":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name, username, or email to search for"},"perPage":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (default 20, max 100)"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number for pagination"}}},"gitlab_unban_user":{"id":"gitlab_unban_user","name":"GitLab Unban User","description":"Unban a previously banned GitLab user","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"GitLab admin Personal Access Token (admin_mode)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-managed GitLab host (e.g. gitlab.example.com). Defaults to gitlab.com."},"userId":{"type":"number","required":true,"visibility":"user-or-llm","description":"The ID of the user to act on"}}},"gitlab_unblock_user":{"id":"gitlab_unblock_user","name":"GitLab Unblock User","description":"Unblock a previously blocked GitLab user","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"GitLab admin Personal Access Token (admin_mode)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-managed GitLab host (e.g. gitlab.example.com). Defaults to gitlab.com."},"userId":{"type":"number","required":true,"visibility":"user-or-llm","description":"The ID of the user to act on"}}},"gitlab_update_file":{"id":"gitlab_update_file","name":"GitLab Update File","description":"Update an existing file in a GitLab project repository","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"GitLab Personal Access Token"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-managed GitLab host (e.g. gitlab.example.com). Defaults to gitlab.com."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Project ID or path (e.g. mygroup/myproject)"},"filePath":{"type":"string","required":true,"visibility":"user-or-llm","description":"Path to the file in the repository"},"branch":{"type":"string","required":true,"visibility":"user-or-llm","description":"Branch to commit the update to"},"content":{"type":"string","required":true,"visibility":"user-or-llm","description":"New file content"},"startBranch":{"type":"string","required":false,"visibility":"user-or-llm","description":"Name of the base branch to create the target branch from, if it does not exist"},"authorName":{"type":"string","required":false,"visibility":"user-or-llm","description":"Commit author name (defaults to the token user)"},"authorEmail":{"type":"string","required":false,"visibility":"user-or-llm","description":"Commit author email (defaults to the token user)"},"executeFilemode":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Enable or disable the execute flag on the file"},"commitMessage":{"type":"string","required":true,"visibility":"user-or-llm","description":"Commit message"},"lastCommitId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Last known commit ID for the file (optimistic locking)"}}},"gitlab_update_invitation":{"id":"gitlab_update_invitation","name":"GitLab Update Invitation","description":"Update a pending invitation to a GitLab project or group","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"GitLab Personal Access Token"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-managed GitLab host (e.g. gitlab.example.com). Defaults to gitlab.com."},"resourceType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Whether the resource is a \'project\' or a \'group\'"},"resourceId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Project or group ID or path (e.g. mygroup/myproject)"},"email":{"type":"string","required":true,"visibility":"user-or-llm","description":"Email address of the invitation to update"},"accessLevel":{"type":"number","required":false,"visibility":"user-or-llm","description":"New access level: 10 (Guest), 15 (Planner), 20 (Reporter), 25 (Security Manager), 30 (Developer), 40 (Maintainer), 50 (Owner)"},"expiresAt":{"type":"string","required":false,"visibility":"user-or-llm","description":"Access expiration date (ISO 8601, e.g. 2026-12-31T00:00:00Z; date-only also accepted). At least one of accessLevel or expiresAt must be provided."}}},"gitlab_update_issue":{"id":"gitlab_update_issue","name":"GitLab Update Issue","description":"Update an existing issue in a GitLab project","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"GitLab Personal Access Token"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-managed GitLab host (e.g. gitlab.example.com). Defaults to gitlab.com."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Project ID or path (e.g. mygroup/myproject)"},"issueIid":{"type":"number","required":true,"visibility":"user-or-llm","description":"Issue internal ID (IID)"},"title":{"type":"string","required":false,"visibility":"user-or-llm","description":"New issue title"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"New issue description (Markdown supported)"},"stateEvent":{"type":"string","required":false,"visibility":"user-or-llm","description":"State event (close or reopen)"},"labels":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of label names"},"assigneeIds":{"type":"array","required":false,"visibility":"user-or-llm","description":"Array of user IDs to assign"},"milestoneId":{"type":"number","required":false,"visibility":"user-or-llm","description":"Milestone ID to assign"},"dueDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Due date in YYYY-MM-DD format"},"confidential":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the issue is confidential"}}},"gitlab_update_member":{"id":"gitlab_update_member","name":"GitLab Update Member","description":"Update a member\'s access level in a GitLab project or group","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"GitLab Personal Access Token"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-managed GitLab host (e.g. gitlab.example.com). Defaults to gitlab.com."},"resourceType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Whether the resource is a \'project\' or a \'group\'"},"resourceId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Project or group ID or path (e.g. mygroup/myproject)"},"userId":{"type":"number","required":true,"visibility":"user-or-llm","description":"The ID of the member to update"},"accessLevel":{"type":"number","required":true,"visibility":"user-or-llm","description":"New access level: 0 (No access), 5 (Minimal), 10 (Guest), 15 (Planner), 20 (Reporter), 25 (Security Manager), 30 (Developer), 40 (Maintainer), 50 (Owner)"},"expiresAt":{"type":"string","required":false,"visibility":"user-or-llm","description":"Access expiration date in YYYY-MM-DD format. Pass an empty string to clear an existing expiration."},"memberRoleId":{"type":"number","required":false,"visibility":"user-or-llm","description":"Custom member role ID (GitLab Ultimate only). Warning: when omitted, GitLab removes any custom role the member currently holds."}}},"gitlab_update_merge_request":{"id":"gitlab_update_merge_request","name":"GitLab Update Merge Request","description":"Update an existing merge request in a GitLab project","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"GitLab Personal Access Token"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-managed GitLab host (e.g. gitlab.example.com). Defaults to gitlab.com."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Project ID or path (e.g. mygroup/myproject)"},"mergeRequestIid":{"type":"number","required":true,"visibility":"user-or-llm","description":"Merge request internal ID (IID)"},"title":{"type":"string","required":false,"visibility":"user-or-llm","description":"New merge request title"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"New merge request description"},"stateEvent":{"type":"string","required":false,"visibility":"user-or-llm","description":"State event (close or reopen)"},"labels":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of label names"},"assigneeIds":{"type":"array","required":false,"visibility":"user-or-llm","description":"Array of user IDs to assign"},"milestoneId":{"type":"number","required":false,"visibility":"user-or-llm","description":"Milestone ID to assign"},"targetBranch":{"type":"string","required":false,"visibility":"user-or-llm","description":"New target branch"},"removeSourceBranch":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Delete source branch after merge"},"squash":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Squash commits on merge"},"draft":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Mark as draft or remove draft status (applied via the \\"Draft:\\" title prefix; requires title to be set)"}}},"gitlab_update_user":{"id":"gitlab_update_user","name":"GitLab Update User","description":"Modify an existing GitLab user. Requires an administrator token with admin_mode on the instance.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"GitLab admin Personal Access Token (admin_mode)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-managed GitLab host (e.g. gitlab.example.com). Defaults to gitlab.com."},"userId":{"type":"number","required":true,"visibility":"user-or-llm","description":"The ID of the user to modify"},"email":{"type":"string","required":false,"visibility":"user-or-llm","description":"The user\'s new email address (GitLab only allows changing to one of the user\'s existing verified secondary emails)"},"username":{"type":"string","required":false,"visibility":"user-or-llm","description":"The user\'s new username"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"The user\'s new display name"},"admin":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the user is an administrator"}}},"gmail_add_label":{"id":"gmail_add_label","name":"Gmail Add Label","description":"Add label(s) to a Gmail message","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Gmail API"},"messageId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the message to add labels to"},"labelIds":{"type":"string","required":true,"visibility":"user-or-llm","description":"Comma-separated label IDs to add (e.g., INBOX, Label_123)"}},"oauth":{"required":true,"provider":"google-email"}},"gmail_add_label_v2":{"id":"gmail_add_label_v2","name":"Gmail Add Label","description":"Add label(s) to a Gmail message. Returns API-aligned fields only.","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Gmail API"},"messageId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the message to add labels to"},"labelIds":{"type":"string","required":true,"visibility":"user-or-llm","description":"Comma-separated label IDs to add (e.g., INBOX, Label_123)"}},"oauth":{"required":true,"provider":"google-email"}},"gmail_archive":{"id":"gmail_archive","name":"Gmail Archive","description":"Archive a Gmail message (remove from inbox)","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Gmail API"},"messageId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the message to archive"}},"oauth":{"required":true,"provider":"google-email"}},"gmail_archive_v2":{"id":"gmail_archive_v2","name":"Gmail Archive","description":"Archive a Gmail message (remove from inbox). 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When empty, all trackers in all workspaces are returned."}}},"gong_list_users":{"id":"gong_list_users","name":"Gong List Users","description":"List all users in your Gong account.","version":"1.0.0","params":{"accessKey":{"type":"string","required":true,"visibility":"user-only","description":"Gong API Access Key"},"accessKeySecret":{"type":"string","required":true,"visibility":"user-only","description":"Gong API Access Key Secret"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor from a previous response"},"includeAvatars":{"type":"string","required":false,"visibility":"user-or-llm","description":"Whether to include avatar URLs (true/false)"}}},"gong_list_workspaces":{"id":"gong_list_workspaces","name":"Gong List Workspaces","description":"List all company workspaces in Gong.","version":"1.0.0","params":{"accessKey":{"type":"string","required":true,"visibility":"user-only","description":"Gong API Access Key"},"accessKeySecret":{"type":"string","required":true,"visibility":"user-only","description":"Gong API Access Key Secret"}}},"gong_lookup_email":{"id":"gong_lookup_email","name":"Gong Lookup Email","description":"Find all references to an email address in Gong (calls, email messages, meetings, CRM data, engagement).","version":"1.0.0","params":{"accessKey":{"type":"string","required":true,"visibility":"user-only","description":"Gong API Access Key"},"accessKeySecret":{"type":"string","required":true,"visibility":"user-only","description":"Gong API Access Key Secret"},"emailAddress":{"type":"string","required":true,"visibility":"user-or-llm","description":"Email address to look up"}}},"gong_lookup_phone":{"id":"gong_lookup_phone","name":"Gong Lookup Phone","description":"Find all references to a phone number in Gong (calls, email messages, meetings, CRM data, and associated contacts).","version":"1.0.0","params":{"accessKey":{"type":"string","required":true,"visibility":"user-only","description":"Gong API Access Key"},"accessKeySecret":{"type":"string","required":true,"visibility":"user-only","description":"Gong API Access Key Secret"},"phoneNumber":{"type":"string","required":true,"visibility":"user-or-llm","description":"Phone number to look up (must start with + followed by country code)"}}},"gong_purge_email_address":{"id":"gong_purge_email_address","name":"Gong Purge Email Address","description":"Erase all Gong data (calls, email messages, leads, contacts) referencing an email address. 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If omitted, the prospect is removed from all flows they are assigned to."},"unassignedByUserEmail":{"type":"string","required":false,"visibility":"user-or-llm","description":"Email address of the Gong user requesting to remove the prospect from the flow"}}},"google_ads_ad_performance":{"id":"google_ads_ad_performance","name":"Google Ads Ad Performance","description":"Get performance metrics for individual ads over a date range","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for the Google Ads API"},"customerId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Google Ads customer ID (numeric, no dashes)"},"developerToken":{"type":"string","required":true,"visibility":"user-only","description":"Google Ads API developer token"},"managerCustomerId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Manager account customer ID (if accessing via manager 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for Google Ads campaigns over a date range","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for the Google Ads API"},"customerId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Google Ads customer ID (numeric, no dashes)"},"developerToken":{"type":"string","required":true,"visibility":"user-only","description":"Google Ads API developer token"},"managerCustomerId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Manager account customer ID (if accessing via manager account)"},"campaignId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by specific campaign ID"},"dateRange":{"type":"string","required":false,"visibility":"user-or-llm","description":"Predefined date range (LAST_7_DAYS, LAST_30_DAYS, THIS_MONTH, LAST_MONTH, TODAY, 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Defaults to UTC."}},"oauth":{"required":true,"provider":"google-calendar"}},"google_calendar_get":{"id":"google_calendar_get","name":"Google Calendar Get Event","description":"Get a specific event from Google Calendar","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Google Calendar API"},"calendarId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Google Calendar ID (e.g., primary or calendar@group.calendar.google.com)"},"eventId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Google Calendar event ID to retrieve"}},"oauth":{"required":true,"provider":"google-calendar"}},"google_calendar_get_v2":{"id":"google_calendar_get_v2","name":"Google Calendar Get Event","description":"Get a specific event from Google Calendar. Returns API-aligned fields only.","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Google Calendar API"},"calendarId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Google Calendar ID (e.g., primary or calendar@group.calendar.google.com)"},"eventId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Google Calendar event ID to retrieve"}},"oauth":{"required":true,"provider":"google-calendar"}},"google_calendar_instances":{"id":"google_calendar_instances","name":"Google Calendar Get Instances","description":"Get instances of a recurring event from Google Calendar","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Google Calendar API"},"calendarId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Google Calendar ID (e.g., primary or calendar@group.calendar.google.com)"},"eventId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Recurring event ID to get instances of"},"timeMin":{"type":"string","required":false,"visibility":"user-or-llm","description":"Lower bound for instances (RFC3339 timestamp, e.g., 2025-06-03T00:00:00Z)"},"timeMax":{"type":"string","required":false,"visibility":"user-or-llm","description":"Upper bound for instances (RFC3339 timestamp, e.g., 2025-06-04T00:00:00Z)"},"maxResults":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of instances to return (default 250, max 2500)"},"pageToken":{"type":"string","required":false,"visibility":"user-only","description":"Token for retrieving subsequent pages of results"},"showDeleted":{"type":"boolean","required":false,"visibility":"hidden","description":"Include deleted instances"}},"oauth":{"required":true,"provider":"google-calendar"}},"google_calendar_instances_v2":{"id":"google_calendar_instances_v2","name":"Google Calendar Get Instances","description":"Get instances of a recurring event from Google Calendar. Returns API-aligned fields only.","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Google Calendar API"},"calendarId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Google Calendar ID (e.g., primary or calendar@group.calendar.google.com)"},"eventId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Recurring event ID to get instances of"},"timeMin":{"type":"string","required":false,"visibility":"user-or-llm","description":"Lower bound for instances (RFC3339 timestamp, e.g., 2025-06-03T00:00:00Z)"},"timeMax":{"type":"string","required":false,"visibility":"user-or-llm","description":"Upper bound for instances (RFC3339 timestamp, e.g., 2025-06-04T00:00:00Z)"},"maxResults":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of instances to return (default 250, max 2500)"},"pageToken":{"type":"string","required":false,"visibility":"user-only","description":"Token for retrieving subsequent pages of results"},"showDeleted":{"type":"boolean","required":false,"visibility":"hidden","description":"Include deleted instances"}},"oauth":{"required":true,"provider":"google-calendar"}},"google_calendar_invite":{"id":"google_calendar_invite","name":"Google Calendar Invite Attendees","description":"Invite attendees to an existing Google Calendar event","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Google Calendar API"},"calendarId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Google Calendar ID (e.g., primary or calendar@group.calendar.google.com)"},"eventId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Google Calendar event ID to invite attendees to"},"attendees":{"type":"array","required":true,"visibility":"user-or-llm","description":"Array of attendee email addresses to invite"},"sendUpdates":{"type":"string","required":false,"visibility":"user-only","description":"How to send updates to attendees: all, externalOnly, or none (defaults to all)"},"replaceExisting":{"type":"boolean","required":false,"visibility":"user-only","description":"Whether to replace existing attendees or add to them (defaults to false)"}},"oauth":{"required":true,"provider":"google-calendar"}},"google_calendar_invite_v2":{"id":"google_calendar_invite_v2","name":"Google Calendar Invite Attendees","description":"Invite attendees to an existing Google Calendar event. Returns API-aligned fields only.","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Google Calendar API"},"calendarId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Google Calendar ID (e.g., primary or calendar@group.calendar.google.com)"},"eventId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Google Calendar event ID to invite attendees to"},"attendees":{"type":"array","required":true,"visibility":"user-or-llm","description":"Array of attendee email addresses to invite"},"sendUpdates":{"type":"string","required":false,"visibility":"user-only","description":"How to send updates to attendees: all, externalOnly, or none (defaults to all)"},"replaceExisting":{"type":"boolean","required":false,"visibility":"user-only","description":"Whether to replace existing attendees or add to them (defaults to false)"}},"oauth":{"required":true,"provider":"google-calendar"}},"google_calendar_list":{"id":"google_calendar_list","name":"Google Calendar List Events","description":"List events from Google Calendar","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Google Calendar API"},"calendarId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Google Calendar ID (e.g., primary or calendar@group.calendar.google.com)"},"timeMin":{"type":"string","required":false,"visibility":"user-or-llm","description":"Lower bound for events (RFC3339 timestamp, e.g., 2025-06-03T00:00:00Z)"},"timeMax":{"type":"string","required":false,"visibility":"user-or-llm","description":"Upper bound for events (RFC3339 timestamp, e.g., 2025-06-04T00:00:00Z)"},"q":{"type":"string","required":false,"visibility":"user-or-llm","description":"Free-text search across event summary, description, location, attendees, and organizer"},"maxResults":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of events to return (max 2500)"},"pageToken":{"type":"string","required":false,"visibility":"user-only","description":"Token for retrieving the next page of results"},"orderBy":{"type":"string","required":false,"visibility":"user-or-llm","description":"Order of events: startTime (chronological, the default) or updated (last-modified). startTime is always valid here because singleEvents is set."},"showDeleted":{"type":"boolean","required":false,"visibility":"hidden","description":"Include deleted events"}},"oauth":{"required":true,"provider":"google-calendar"}},"google_calendar_list_acl":{"id":"google_calendar_list_acl","name":"Google Calendar List Sharing","description":"List the access control rules (sharing) for a calendar","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Google Calendar API"},"calendarId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Calendar ID to inspect (e.g., primary or calendar@group.calendar.google.com)"},"maxResults":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of ACL rules to return"},"pageToken":{"type":"string","required":false,"visibility":"user-only","description":"Token for retrieving subsequent pages of results"},"showDeleted":{"type":"boolean","required":false,"visibility":"user-only","description":"Include deleted ACL rules (with role \\"none\\")"}},"oauth":{"required":true,"provider":"google-calendar"}},"google_calendar_list_acl_v2":{"id":"google_calendar_list_acl_v2","name":"Google Calendar List Sharing","description":"List the access control rules (sharing) for a calendar. Returns API-aligned fields only.","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Google Calendar API"},"calendarId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Calendar ID to inspect (e.g., primary or calendar@group.calendar.google.com)"},"maxResults":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of ACL rules to return"},"pageToken":{"type":"string","required":false,"visibility":"user-only","description":"Token for retrieving subsequent pages of results"},"showDeleted":{"type":"boolean","required":false,"visibility":"user-only","description":"Include deleted ACL rules (with role \\"none\\")"}},"oauth":{"required":true,"provider":"google-calendar"}},"google_calendar_list_calendars":{"id":"google_calendar_list_calendars","name":"Google Calendar List Calendars","description":"List all calendars in the user\'s calendar list","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Google Calendar API"},"minAccessRole":{"type":"string","required":false,"visibility":"user-only","description":"Minimum access role for returned calendars: freeBusyReader, reader, writer, or owner"},"maxResults":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of calendars to return (default 100, max 250)"},"pageToken":{"type":"string","required":false,"visibility":"user-only","description":"Token for retrieving subsequent pages of results"},"showDeleted":{"type":"boolean","required":false,"visibility":"hidden","description":"Include deleted calendars"},"showHidden":{"type":"boolean","required":false,"visibility":"hidden","description":"Include hidden calendars"}},"oauth":{"required":true,"provider":"google-calendar"}},"google_calendar_list_calendars_v2":{"id":"google_calendar_list_calendars_v2","name":"Google Calendar List Calendars","description":"List all calendars in the user\'s calendar list. Returns API-aligned fields only.","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Google Calendar API"},"minAccessRole":{"type":"string","required":false,"visibility":"user-only","description":"Minimum access role for returned calendars: freeBusyReader, reader, writer, or owner"},"maxResults":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of calendars to return (default 100, max 250)"},"pageToken":{"type":"string","required":false,"visibility":"user-only","description":"Token for retrieving subsequent pages of results"},"showDeleted":{"type":"boolean","required":false,"visibility":"hidden","description":"Include deleted calendars"},"showHidden":{"type":"boolean","required":false,"visibility":"hidden","description":"Include hidden calendars"}},"oauth":{"required":true,"provider":"google-calendar"}},"google_calendar_list_v2":{"id":"google_calendar_list_v2","name":"Google Calendar List Events","description":"List events from Google Calendar. Returns API-aligned fields only.","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Google Calendar API"},"calendarId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Google Calendar ID (e.g., primary or calendar@group.calendar.google.com)"},"timeMin":{"type":"string","required":false,"visibility":"user-or-llm","description":"Lower bound for events (RFC3339 timestamp, e.g., 2025-06-03T00:00:00Z)"},"timeMax":{"type":"string","required":false,"visibility":"user-or-llm","description":"Upper bound for events (RFC3339 timestamp, e.g., 2025-06-04T00:00:00Z)"},"q":{"type":"string","required":false,"visibility":"user-or-llm","description":"Free-text search across event summary, description, location, attendees, and organizer"},"maxResults":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of events to return (max 2500)"},"pageToken":{"type":"string","required":false,"visibility":"user-only","description":"Token for retrieving the next page of results"},"orderBy":{"type":"string","required":false,"visibility":"user-or-llm","description":"Order of events: startTime (chronological, the default) or updated (last-modified). startTime is always valid here because singleEvents is set."},"showDeleted":{"type":"boolean","required":false,"visibility":"hidden","description":"Include deleted events"}},"oauth":{"required":true,"provider":"google-calendar"}},"google_calendar_move":{"id":"google_calendar_move","name":"Google Calendar Move Event","description":"Move an event to a different calendar","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Google Calendar API"},"calendarId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Source Google Calendar ID (e.g., primary or calendar@group.calendar.google.com)"},"eventId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Google Calendar event ID to move"},"destinationCalendarId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Destination Google Calendar ID"},"sendUpdates":{"type":"string","required":false,"visibility":"user-only","description":"How to send updates to attendees: all, externalOnly, or none"}},"oauth":{"required":true,"provider":"google-calendar"}},"google_calendar_move_v2":{"id":"google_calendar_move_v2","name":"Google Calendar Move Event","description":"Move an event to a different calendar. Returns API-aligned fields only.","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Google Calendar API"},"calendarId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Source Google Calendar ID (e.g., primary or calendar@group.calendar.google.com)"},"eventId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Google Calendar event ID to move"},"destinationCalendarId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Destination Google Calendar ID"},"sendUpdates":{"type":"string","required":false,"visibility":"user-only","description":"How to send updates to attendees: all, externalOnly, or none"}},"oauth":{"required":true,"provider":"google-calendar"}},"google_calendar_quick_add":{"id":"google_calendar_quick_add","name":"Google Calendar Quick Add","description":"Create events from natural language text","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Google Calendar API"},"calendarId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Google Calendar ID (e.g., primary or calendar@group.calendar.google.com)"},"text":{"type":"string","required":true,"visibility":"user-or-llm","description":"Natural language text describing the event (e.g., \\"Meeting with John tomorrow at 3pm\\")"},"attendees":{"type":"array","required":false,"visibility":"user-or-llm","description":"Array of attendee email addresses (comma-separated string also accepted)"},"sendUpdates":{"type":"string","required":false,"visibility":"user-only","description":"How to send updates to attendees: all, externalOnly, or none"}},"oauth":{"required":true,"provider":"google-calendar"}},"google_calendar_quick_add_v2":{"id":"google_calendar_quick_add_v2","name":"Google Calendar Quick Add","description":"Create events from natural language text. Returns API-aligned fields only.","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Google Calendar API"},"calendarId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Google Calendar ID (e.g., primary or calendar@group.calendar.google.com)"},"text":{"type":"string","required":true,"visibility":"user-or-llm","description":"Natural language text describing the event (e.g., \\"Meeting with John tomorrow at 3pm\\")"},"attendees":{"type":"array","required":false,"visibility":"user-or-llm","description":"Array of attendee email addresses (comma-separated string also accepted)"},"sendUpdates":{"type":"string","required":false,"visibility":"user-only","description":"How to send updates to attendees: all, externalOnly, or none"}},"oauth":{"required":true,"provider":"google-calendar"}},"google_calendar_share_calendar":{"id":"google_calendar_share_calendar","name":"Google Calendar Share Calendar","description":"Grant a user, group, or domain access to a calendar by creating an ACL rule","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Google Calendar API"},"calendarId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Calendar ID to share (e.g., primary or calendar@group.calendar.google.com)"},"role":{"type":"string","required":true,"visibility":"user-or-llm","description":"Access role to grant: freeBusyReader, reader, writer, or owner"},"scopeType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Type of grantee: user, group, domain, or default (public)"},"scopeValue":{"type":"string","required":false,"visibility":"user-or-llm","description":"Email (user/group), domain name (domain), or empty for default. Required unless scope type is default."},"sendNotifications":{"type":"boolean","required":false,"visibility":"user-only","description":"Whether to send a notification email about the change. Defaults to true."}},"oauth":{"required":true,"provider":"google-calendar"}},"google_calendar_share_calendar_v2":{"id":"google_calendar_share_calendar_v2","name":"Google Calendar Share Calendar","description":"Grant a user, group, or domain access to a calendar. Returns API-aligned fields only.","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Google Calendar API"},"calendarId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Calendar ID to share (e.g., primary or calendar@group.calendar.google.com)"},"role":{"type":"string","required":true,"visibility":"user-or-llm","description":"Access role to grant: freeBusyReader, reader, writer, or owner"},"scopeType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Type of grantee: user, group, domain, or default (public)"},"scopeValue":{"type":"string","required":false,"visibility":"user-or-llm","description":"Email (user/group), domain name (domain), or empty for default. Required unless scope type is default."},"sendNotifications":{"type":"boolean","required":false,"visibility":"user-only","description":"Whether to send a notification email about the change. Defaults to true."}},"oauth":{"required":true,"provider":"google-calendar"}},"google_calendar_unshare_calendar":{"id":"google_calendar_unshare_calendar","name":"Google Calendar Remove Sharing","description":"Revoke an access control rule (sharing) from a calendar","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Google Calendar API"},"calendarId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Calendar ID to modify (e.g., primary or calendar@group.calendar.google.com)"},"ruleId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ACL rule ID to remove (e.g., user:person@example.com)"}},"oauth":{"required":true,"provider":"google-calendar"}},"google_calendar_unshare_calendar_v2":{"id":"google_calendar_unshare_calendar_v2","name":"Google Calendar Remove Sharing","description":"Revoke an access control rule (sharing) from a calendar. Returns API-aligned fields only.","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Google Calendar API"},"calendarId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Calendar ID to modify (e.g., primary or calendar@group.calendar.google.com)"},"ruleId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ACL rule ID to remove (e.g., user:person@example.com)"}},"oauth":{"required":true,"provider":"google-calendar"}},"google_calendar_update":{"id":"google_calendar_update","name":"Google Calendar Update Event","description":"Update an existing event in Google Calendar","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Google Calendar API"},"calendarId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Google Calendar ID (e.g., primary or calendar@group.calendar.google.com)"},"eventId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Google Calendar event ID to update"},"summary":{"type":"string","required":false,"visibility":"user-or-llm","description":"New event title/summary"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"New event description"},"location":{"type":"string","required":false,"visibility":"user-or-llm","description":"New event location"},"startDateTime":{"type":"string","required":false,"visibility":"user-or-llm","description":"New start time. Use a datetime with timezone offset (2025-06-03T10:00:00-08:00) or a date (2025-06-03) for an all-day event"},"endDateTime":{"type":"string","required":false,"visibility":"user-or-llm","description":"New end time. Use a datetime with timezone offset (2025-06-03T11:00:00-08:00) or a date (2025-06-04) for an all-day event"},"timeZone":{"type":"string","required":false,"visibility":"user-or-llm","description":"IANA time zone (e.g., America/Los_Angeles) applied to the start/end times provided in this update. Provide a new start and/or end time to change the time zone; a time zone on its own is not applied. Required for recurring events to expand the recurrence correctly."},"attendees":{"type":"array","required":false,"visibility":"user-or-llm","description":"Array of attendee email addresses. When one or more emails are provided, they replace the existing attendee list. Leaving this empty keeps the current attendees unchanged (it does not clear them)."},"recurrence":{"type":"string","required":false,"visibility":"user-or-llm","description":"Recurrence rule(s) in RFC 5545 format (e.g., RRULE:FREQ=WEEKLY;BYDAY=MO,WE,FR). Separate multiple rules with newlines. When provided, replaces the event\'s recurrence; leaving it empty keeps the existing recurrence unchanged. Requires a timeZone for timed events."},"addGoogleMeet":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Attach a Google Meet video conference link to the event"},"sendUpdates":{"type":"string","required":false,"visibility":"user-only","description":"How to send updates to attendees: all, externalOnly, or none"}},"oauth":{"required":true,"provider":"google-calendar"}},"google_calendar_update_acl":{"id":"google_calendar_update_acl","name":"Google Calendar Update Sharing","description":"Change the access role granted by an existing calendar sharing (ACL) rule","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Google Calendar API"},"calendarId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Calendar ID to modify (e.g., primary or calendar@group.calendar.google.com)"},"ruleId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ACL rule ID to update (e.g., user:person@example.com)"},"role":{"type":"string","required":true,"visibility":"user-or-llm","description":"New access role to grant: freeBusyReader, reader, writer, or owner"},"sendNotifications":{"type":"boolean","required":false,"visibility":"user-only","description":"Whether to send a notification email about the change. Defaults to true."}},"oauth":{"required":true,"provider":"google-calendar"}},"google_calendar_update_acl_v2":{"id":"google_calendar_update_acl_v2","name":"Google Calendar Update Sharing","description":"Change the access role granted by an existing calendar sharing (ACL) rule. Returns API-aligned fields only.","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Google Calendar API"},"calendarId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Calendar ID to modify (e.g., primary or calendar@group.calendar.google.com)"},"ruleId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ACL rule ID to update (e.g., user:person@example.com)"},"role":{"type":"string","required":true,"visibility":"user-or-llm","description":"New access role to grant: freeBusyReader, reader, writer, or owner"},"sendNotifications":{"type":"boolean","required":false,"visibility":"user-only","description":"Whether to send a notification email about the change. Defaults to true."}},"oauth":{"required":true,"provider":"google-calendar"}},"google_calendar_update_calendar":{"id":"google_calendar_update_calendar","name":"Google Calendar Update Calendar","description":"Update a secondary calendar\'s metadata (title, description, location, time zone)","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Google Calendar API"},"calendarId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Calendar ID to update (e.g., primary or calendar@group.calendar.google.com)"},"summary":{"type":"string","required":false,"visibility":"user-or-llm","description":"New title for the calendar"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"New description for the calendar"},"location":{"type":"string","required":false,"visibility":"user-or-llm","description":"New geographic location of the calendar as free-form text"},"timeZone":{"type":"string","required":false,"visibility":"user-or-llm","description":"New time zone of the calendar as an IANA name (e.g., America/Los_Angeles)"}},"oauth":{"required":true,"provider":"google-calendar"}},"google_calendar_update_calendar_v2":{"id":"google_calendar_update_calendar_v2","name":"Google Calendar Update Calendar","description":"Update a secondary calendar\'s metadata. Returns API-aligned fields only.","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Google Calendar API"},"calendarId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Calendar ID to update (e.g., primary or calendar@group.calendar.google.com)"},"summary":{"type":"string","required":false,"visibility":"user-or-llm","description":"New title for the calendar"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"New description for the calendar"},"location":{"type":"string","required":false,"visibility":"user-or-llm","description":"New geographic location of the calendar as free-form text"},"timeZone":{"type":"string","required":false,"visibility":"user-or-llm","description":"New time zone of the calendar as an IANA name (e.g., America/Los_Angeles)"}},"oauth":{"required":true,"provider":"google-calendar"}},"google_calendar_update_v2":{"id":"google_calendar_update_v2","name":"Google Calendar Update Event","description":"Update an existing event in Google Calendar. Returns API-aligned fields only.","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Google Calendar API"},"calendarId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Google Calendar ID (e.g., primary or calendar@group.calendar.google.com)"},"eventId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Google Calendar event ID to update"},"summary":{"type":"string","required":false,"visibility":"user-or-llm","description":"New event title/summary"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"New event description"},"location":{"type":"string","required":false,"visibility":"user-or-llm","description":"New event location"},"startDateTime":{"type":"string","required":false,"visibility":"user-or-llm","description":"New start time. Use a datetime with timezone offset (2025-06-03T10:00:00-08:00) or a date (2025-06-03) for an all-day event"},"endDateTime":{"type":"string","required":false,"visibility":"user-or-llm","description":"New end time. Use a datetime with timezone offset (2025-06-03T11:00:00-08:00) or a date (2025-06-04) for an all-day event"},"timeZone":{"type":"string","required":false,"visibility":"user-or-llm","description":"IANA time zone (e.g., America/Los_Angeles) applied to the start/end times provided in this update. Provide a new start and/or end time to change the time zone; a time zone on its own is not applied. Required for recurring events to expand the recurrence correctly."},"attendees":{"type":"array","required":false,"visibility":"user-or-llm","description":"Array of attendee email addresses. When one or more emails are provided, they replace the existing attendee list. Leaving this empty keeps the current attendees unchanged (it does not clear them)."},"recurrence":{"type":"string","required":false,"visibility":"user-or-llm","description":"Recurrence rule(s) in RFC 5545 format (e.g., RRULE:FREQ=WEEKLY;BYDAY=MO,WE,FR). Separate multiple rules with newlines. When provided, replaces the event\'s recurrence; leaving it empty keeps the existing recurrence unchanged. 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projects/{project}/topics/{topic})"},"watchId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Custom watch ID (4-63 chars, lowercase letters, numbers, hyphens)"}},"oauth":{"required":true,"provider":"google-forms"}},"google_forms_delete_watch":{"id":"google_forms_delete_watch","name":"Google Forms: Delete Watch","description":"Delete a notification watch from a form","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token"},"formId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Google Forms form ID"},"watchId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Watch ID to delete"}},"oauth":{"required":true,"provider":"google-forms"}},"google_forms_get_form":{"id":"google_forms_get_form","name":"Google Forms: Get Form","description":"Retrieve a form structure including its items, settings, and 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Defaults to 5000."},"pageToken":{"type":"string","required":false,"visibility":"user-or-llm","description":"Page token from a previous list response to fetch the next page of responses"},"filter":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter responses, e.g. \\"timestamp > 2024-01-01T00:00:00Z\\" (RFC3339 UTC). Only timestamp filters are supported."}},"oauth":{"required":true,"provider":"google-forms"}},"google_forms_list_watches":{"id":"google_forms_list_watches","name":"Google Forms: List Watches","description":"List all notification watches for a form","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token"},"formId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Google Forms form ID"}},"oauth":{"required":true,"provider":"google-forms"}},"google_forms_renew_watch":{"id":"google_forms_renew_watch","name":"Google Forms: Renew Watch","description":"Renew a notification watch for another 7 days","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token"},"formId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Google Forms form ID"},"watchId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Watch ID to renew"}},"oauth":{"required":true,"provider":"google-forms"}},"google_forms_set_publish_settings":{"id":"google_forms_set_publish_settings","name":"Google Forms: Set Publish Settings","description":"Update the publish settings of a form (publish/unpublish, accept responses)","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token"},"formId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Google Forms form ID"},"isPublished":{"type":"boolean","required":true,"visibility":"user-or-llm","description":"Whether the form is published and visible to others"},"isAcceptingResponses":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the form accepts responses (forced to false if isPublished is false)"}},"oauth":{"required":true,"provider":"google-forms"}},"google_groups_add_alias":{"id":"google_groups_add_alias","name":"Google Groups Add Alias","description":"Add an email alias to a Google Group","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token"},"groupKey":{"type":"string","required":true,"visibility":"user-or-llm","description":"Group identifier. Can be the group email address (e.g., team@example.com) or the unique group ID"},"alias":{"type":"string","required":true,"visibility":"user-or-llm","description":"The email alias to add to the group"}},"oauth":{"required":true,"provider":"google-groups"}},"google_groups_add_member":{"id":"google_groups_add_member","name":"Google Groups Add Member","description":"Add a new member to a Google Group","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token"},"groupKey":{"type":"string","required":true,"visibility":"user-or-llm","description":"Group identifier. Can be the group email address (e.g., team@example.com) or the unique group ID"},"email":{"type":"string","required":true,"visibility":"user-or-llm","description":"Email address of the member to add (e.g., user@example.com)"},"role":{"type":"string","required":false,"visibility":"user-or-llm","description":"Role for the member: MEMBER, MANAGER, or OWNER. 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Can be the member email address (e.g., user@example.com) or the unique member ID"}},"oauth":{"required":true,"provider":"google-groups"}},"google_groups_get_settings":{"id":"google_groups_get_settings","name":"Google Groups Get Settings","description":"Get the settings for a Google Group including access permissions, moderation, and posting options","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token"},"groupEmail":{"type":"string","required":true,"visibility":"user-or-llm","description":"The email address of the group (e.g., team@example.com)"}},"oauth":{"required":true,"provider":"google-groups"}},"google_groups_has_member":{"id":"google_groups_has_member","name":"Google Groups Has Member","description":"Check if a user is a member of a Google Group","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token"},"groupKey":{"type":"string","required":true,"visibility":"user-or-llm","description":"Group identifier. 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Each range should include sheet name."},"majorDimension":{"type":"string","required":false,"visibility":"user-or-llm","description":"The major dimension of values: \\"ROWS\\" (default) or \\"COLUMNS\\""},"valueRenderOption":{"type":"string","required":false,"visibility":"user-or-llm","description":"How values should be rendered: \\"FORMATTED_VALUE\\" (default), \\"UNFORMATTED_VALUE\\", or \\"FORMULA\\""}},"oauth":{"required":true,"provider":"google-sheets"}},"google_sheets_batch_update_v2":{"id":"google_sheets_batch_update_v2","name":"Batch Update Google Sheets V2","description":"Update multiple ranges in a Google Sheets spreadsheet in a single request","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Google Sheets API"},"spreadsheetId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Google Sheets spreadsheet ID"},"data":{"type":"json","required":true,"visibility":"user-or-llm","description":"Array of value ranges to update. Each item should have \\"range\\" (e.g., \\"Sheet1!A1:D10\\") and \\"values\\" (2D array)."},"valueInputOption":{"type":"string","required":false,"visibility":"user-or-llm","description":"How input data should be interpreted: \\"RAW\\" or \\"USER_ENTERED\\" (default). USER_ENTERED parses formulas."}},"oauth":{"required":true,"provider":"google-sheets"}},"google_sheets_clear_v2":{"id":"google_sheets_clear_v2","name":"Clear Google Sheets Range V2","description":"Clear values from a specific range in a Google Sheets spreadsheet","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Google Sheets API"},"spreadsheetId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Google Sheets spreadsheet ID"},"sheetName":{"type":"string","required":true,"visibility":"user-or-llm","description":"The name of the sheet/tab to clear"},"cellRange":{"type":"string","required":false,"visibility":"user-or-llm","description":"The cell range to clear (e.g. \\"A1:D10\\"). Clears entire sheet if not specified."}},"oauth":{"required":true,"provider":"google-sheets"}},"google_sheets_copy_sheet_v2":{"id":"google_sheets_copy_sheet_v2","name":"Copy Sheet V2","description":"Copy a sheet from one spreadsheet to another","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Google Sheets API"},"sourceSpreadsheetId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Source Google Sheets spreadsheet ID"},"sheetId":{"type":"number","required":true,"visibility":"user-or-llm","description":"The ID of the sheet to copy (numeric ID, not the sheet name). Use Get Spreadsheet to find sheet IDs."},"destinationSpreadsheetId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the destination spreadsheet where the sheet will be copied"}},"oauth":{"required":true,"provider":"google-sheets"}},"google_sheets_create_spreadsheet_v2":{"id":"google_sheets_create_spreadsheet_v2","name":"Create Spreadsheet V2","description":"Create a new Google Sheets spreadsheet","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Google Sheets API"},"title":{"type":"string","required":true,"visibility":"user-or-llm","description":"The title of the new spreadsheet"},"sheetTitles":{"type":"json","required":false,"visibility":"user-or-llm","description":"Array of sheet names to create (e.g., [\\"Sheet1\\", \\"Data\\", \\"Summary\\"]). Defaults to a single \\"Sheet1\\"."},"locale":{"type":"string","required":false,"visibility":"user-or-llm","description":"The locale of the spreadsheet (e.g., \\"en_US\\")"},"timeZone":{"type":"string","required":false,"visibility":"user-or-llm","description":"The time zone of the spreadsheet (e.g., \\"America/New_York\\")"}},"oauth":{"required":true,"provider":"google-sheets"}},"google_sheets_delete_rows_v2":{"id":"google_sheets_delete_rows_v2","name":"Delete Rows from Google Sheets V2","description":"Delete rows from a sheet in a Google Sheets spreadsheet","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Google Sheets API"},"spreadsheetId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Google Sheets spreadsheet ID"},"sheetId":{"type":"number","required":true,"visibility":"user-or-llm","description":"The numeric ID of the sheet/tab (not the sheet name). Use Get Spreadsheet to find sheet IDs."},"startIndex":{"type":"number","required":true,"visibility":"user-or-llm","description":"The start row index (0-based, inclusive) of the rows to delete"},"endIndex":{"type":"number","required":true,"visibility":"user-or-llm","description":"The end row index (0-based, exclusive) of the rows to delete"}},"oauth":{"required":true,"provider":"google-sheets"}},"google_sheets_delete_sheet_v2":{"id":"google_sheets_delete_sheet_v2","name":"Delete Sheet V2","description":"Delete a sheet/tab from a Google Sheets spreadsheet","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Google Sheets API"},"spreadsheetId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Google Sheets spreadsheet ID"},"sheetId":{"type":"number","required":true,"visibility":"user-or-llm","description":"The numeric ID of the sheet/tab to delete (not the sheet name). Use Get Spreadsheet to find sheet IDs."}},"oauth":{"required":true,"provider":"google-sheets"}},"google_sheets_delete_spreadsheet_v2":{"id":"google_sheets_delete_spreadsheet_v2","name":"Delete Spreadsheet V2","description":"Permanently delete a Google Sheets spreadsheet using the Google Drive API","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Google Sheets API"},"spreadsheetId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the Google Sheets spreadsheet to delete"}},"oauth":{"required":true,"provider":"google-sheets"}},"google_sheets_get_spreadsheet_v2":{"id":"google_sheets_get_spreadsheet_v2","name":"Get Spreadsheet Info V2","description":"Get metadata about a Google Sheets spreadsheet including title and sheet list","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Google Sheets API"},"spreadsheetId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Google Sheets spreadsheet ID"},"includeGridData":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to include grid data (cell values). Defaults to false."}},"oauth":{"required":true,"provider":"google-sheets"}},"google_sheets_read":{"id":"google_sheets_read","name":"Read from Google Sheets","description":"Read data from a Google Sheets spreadsheet","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Google Sheets API"},"spreadsheetId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the spreadsheet (found in the URL: docs.google.com/spreadsheets/d/{SPREADSHEET_ID}/edit)."},"range":{"type":"string","required":false,"visibility":"user-or-llm","description":"The A1 notation range to read (e.g. \\"Sheet1!A1:D10\\", \\"A1:B5\\"). Defaults to first sheet A1:Z1000 if not specified."}},"oauth":{"required":true,"provider":"google-sheets"}},"google_sheets_read_v2":{"id":"google_sheets_read_v2","name":"Read from Google Sheets V2","description":"Read data from a specific sheet in a Google Sheets spreadsheet","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Google Sheets API"},"spreadsheetId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Google Sheets spreadsheet ID"},"sheetName":{"type":"string","required":true,"visibility":"user-or-llm","description":"The name of the sheet/tab to read from"},"cellRange":{"type":"string","required":false,"visibility":"user-or-llm","description":"The cell range to read (e.g. \\"A1:D10\\"). Defaults to \\"A1:Z1000\\" if not specified."},"filterColumn":{"type":"string","required":false,"visibility":"user-or-llm","description":"Column name (from the header row) to filter on. Filtering is applied to the rows returned by the read range (the default is A1:Z1000), not the entire sheet. If not provided, no filtering is applied."},"filterValue":{"type":"string","required":false,"visibility":"user-or-llm","description":"Value to match against the filter column."},"filterMatchType":{"type":"string","required":false,"visibility":"user-or-llm","description":"How to match the filter value. Text: \\"contains\\", \\"not_contains\\", \\"exact\\", \\"not_equals\\", \\"starts_with\\", \\"ends_with\\". Numeric/ordering: \\"gt\\", \\"gte\\", \\"lt\\", \\"lte\\" (numeric when both values are numbers, otherwise lexicographic). Defaults to \\"contains\\"."}},"oauth":{"required":true,"provider":"google-sheets"}},"google_sheets_update":{"id":"google_sheets_update","name":"Update Google Sheets","description":"Update data in a Google Sheets spreadsheet","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Google Sheets API"},"spreadsheetId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the spreadsheet to update"},"range":{"type":"string","required":false,"visibility":"user-or-llm","description":"The A1 notation range to update (e.g. \\"Sheet1!A1:D10\\", \\"A1:B5\\")"},"values":{"type":"array","required":true,"visibility":"user-or-llm","description":"The data to update as a 2D array (e.g. [[\\"Name\\", \\"Age\\"], [\\"Alice\\", 30]]) or array of objects."},"valueInputOption":{"type":"string","required":false,"visibility":"hidden","description":"The format of the data to update"},"includeValuesInResponse":{"type":"boolean","required":false,"visibility":"hidden","description":"Whether to include the updated values in the response"}},"oauth":{"required":true,"provider":"google-sheets"}},"google_sheets_update_v2":{"id":"google_sheets_update_v2","name":"Update Google Sheets V2","description":"Update data in a specific sheet in a Google Sheets spreadsheet","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Google Sheets API"},"spreadsheetId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Google Sheets spreadsheet ID"},"sheetName":{"type":"string","required":true,"visibility":"user-or-llm","description":"The name of the sheet/tab to update"},"cellRange":{"type":"string","required":false,"visibility":"user-or-llm","description":"The cell range to update (e.g. \\"A1:D10\\", \\"A1\\"). Defaults to \\"A1\\" if not specified."},"values":{"type":"array","required":true,"visibility":"user-or-llm","description":"The data to update as a 2D array (e.g. [[\\"Name\\", \\"Age\\"], [\\"Alice\\", 30]]) or array of objects."},"valueInputOption":{"type":"string","required":false,"visibility":"hidden","description":"The format of the data to update"},"includeValuesInResponse":{"type":"boolean","required":false,"visibility":"hidden","description":"Whether to include the updated values in the response"}},"oauth":{"required":true,"provider":"google-sheets"}},"google_sheets_write":{"id":"google_sheets_write","name":"Write to Google Sheets","description":"Write data to a Google Sheets spreadsheet","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Google Sheets API"},"spreadsheetId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the spreadsheet"},"range":{"type":"string","required":false,"visibility":"user-or-llm","description":"The A1 notation range to write to (e.g. \\"Sheet1!A1:D10\\", \\"A1:B5\\")"},"values":{"type":"array","required":true,"visibility":"user-or-llm","description":"The data to write as a 2D array (e.g. [[\\"Name\\", \\"Age\\"], [\\"Alice\\", 30], [\\"Bob\\", 25]]) or array of objects."},"valueInputOption":{"type":"string","required":false,"visibility":"hidden","description":"The format of the data to write"},"includeValuesInResponse":{"type":"boolean","required":false,"visibility":"hidden","description":"Whether to include the written values in the response"}},"oauth":{"required":true,"provider":"google-sheets"}},"google_sheets_write_v2":{"id":"google_sheets_write_v2","name":"Write to Google Sheets V2","description":"Write data to a specific sheet in a Google Sheets spreadsheet","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Google Sheets API"},"spreadsheetId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Google Sheets spreadsheet ID"},"sheetName":{"type":"string","required":true,"visibility":"user-or-llm","description":"The name of the sheet/tab to write to"},"cellRange":{"type":"string","required":false,"visibility":"user-or-llm","description":"The cell range to write to (e.g. \\"A1:D10\\", \\"A1\\"). Defaults to \\"A1\\" if not specified."},"values":{"type":"array","required":true,"visibility":"user-or-llm","description":"The data to write as a 2D array (e.g. [[\\"Name\\", \\"Age\\"], [\\"Alice\\", 30], [\\"Bob\\", 25]]) or array of objects."},"valueInputOption":{"type":"string","required":false,"visibility":"hidden","description":"The format of the data to write"},"includeValuesInResponse":{"type":"boolean","required":false,"visibility":"hidden","description":"Whether to include the written values in the response"}},"oauth":{"required":true,"provider":"google-sheets"}},"google_slides_add_image":{"id":"google_slides_add_image","name":"Add Image to Google Slides","description":"Insert an image into a specific slide in a Google Slides presentation","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Google Slides API"},"presentationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Google Slides presentation ID"},"pageObjectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The object ID of the slide/page to add the image to"},"imageUrl":{"type":"string","required":true,"visibility":"user-or-llm","description":"The publicly accessible URL of the image (must be PNG, JPEG, or GIF, max 50MB)"},"width":{"type":"number","required":false,"visibility":"user-or-llm","description":"Width of the image in points (default: 300)"},"height":{"type":"number","required":false,"visibility":"user-or-llm","description":"Height of the image in points (default: 200)"},"positionX":{"type":"number","required":false,"visibility":"user-or-llm","description":"X position from the left edge in points (default: 100)"},"positionY":{"type":"number","required":false,"visibility":"user-or-llm","description":"Y position from the top edge in points (default: 100)"}},"oauth":{"required":true,"provider":"google-drive"}},"google_slides_add_slide":{"id":"google_slides_add_slide","name":"Add Slide to Google Slides","description":"Add a new slide to a Google Slides presentation with a specified layout","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Google Slides API"},"presentationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Google Slides presentation ID"},"layout":{"type":"string","required":false,"visibility":"user-or-llm","description":"The predefined layout for the slide (BLANK, TITLE, TITLE_AND_BODY, TITLE_ONLY, SECTION_HEADER, etc.). Defaults to BLANK."},"insertionIndex":{"type":"number","required":false,"visibility":"user-or-llm","description":"The optional zero-based index indicating where to insert the slide. If not specified, the slide is added at the end."},"placeholderIdMappings":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON array of placeholder mappings to assign custom object IDs to placeholders. Format: [{\\"layoutPlaceholder\\":{\\"type\\":\\"TITLE\\"},\\"objectId\\":\\"custom_title_id\\"}]"}},"oauth":{"required":true,"provider":"google-drive"}},"google_slides_batch_update":{"id":"google_slides_batch_update","name":"Batch Update Google Slides (Raw)","description":"Run a raw Slides API batchUpdate with a list of Request objects. Use this when the higher-level tools do not cover an operation, or to bundle multiple operations into a single atomic batch (all-or-nothing).","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Google Slides API"},"presentationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Google Slides presentation ID"},"requests":{"type":"string","required":true,"visibility":"user-or-llm","description":"JSON array of Slides API Request objects. Example: [{\\"replaceAllText\\":{\\"containsText\\":{\\"text\\":\\"{{title}}\\"},\\"replaceText\\":\\"Q3 Review\\"}}, {\\"updatePageProperties\\":{\\"objectId\\":\\"slide_1\\",\\"pageProperties\\":{\\"pageBackgroundFill\\":{\\"solidFill\\":{\\"color\\":{\\"rgbColor\\":{\\"red\\":0.043,\\"green\\":0.122,\\"blue\\":0.231}}}}},\\"fields\\":\\"pageBackgroundFill\\"}}]"},"writeControl":{"type":"string","required":false,"visibility":"user-or-llm","description":"Optional JSON WriteControl object for optimistic concurrency, e.g. {\\"requiredRevisionId\\":\\"...\\"}"}},"oauth":{"required":true,"provider":"google-drive"}},"google_slides_copy_presentation":{"id":"google_slides_copy_presentation","name":"Copy Google Slides Presentation","description":"Copy a template presentation in Drive to a new file. Use this before merging data so the original template is never modified.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Google Slides / Drive API"},"sourcePresentationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Drive file ID of the source/template presentation"},"title":{"type":"string","required":false,"visibility":"user-or-llm","description":"Title for the copy. Defaults to \\"Copy of <source title>\\"."},"folderId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Drive folder ID where the copy should be placed"}},"oauth":{"required":true,"provider":"google-drive"}},"google_slides_create":{"id":"google_slides_create","name":"Create Google Slides Presentation","description":"Create a new Google Slides presentation","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Google Slides API"},"title":{"type":"string","required":true,"visibility":"user-or-llm","description":"The title of the presentation to create"},"content":{"type":"string","required":false,"visibility":"user-or-llm","description":"The content to add to the first slide"},"folderSelector":{"type":"string","required":false,"visibility":"user-or-llm","description":"Google Drive folder ID to create the presentation in (e.g., 1ABCxyz...)"},"folderId":{"type":"string","required":false,"visibility":"hidden","description":"The ID of the folder to create the presentation in (internal use)"}},"oauth":{"required":true,"provider":"google-drive"}},"google_slides_create_line":{"id":"google_slides_create_line","name":"Create Line in Google Slides","description":"Create a line or connector on a slide.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Google Slides API"},"presentationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Google Slides presentation ID"},"pageObjectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Object ID of the slide to add the line to"},"lineCategory":{"type":"string","required":false,"visibility":"user-or-llm","description":"STRAIGHT (default), BENT, or CURVED"},"width":{"type":"number","required":false,"visibility":"user-or-llm","description":"Line width in points (default 200)"},"height":{"type":"number","required":false,"visibility":"user-or-llm","description":"Line height in points (default 0 — horizontal line)"},"positionX":{"type":"number","required":false,"visibility":"user-or-llm","description":"X position in points (default 100)"},"positionY":{"type":"number","required":false,"visibility":"user-or-llm","description":"Y position in points (default 100)"}},"oauth":{"required":true,"provider":"google-drive"}},"google_slides_create_paragraph_bullets":{"id":"google_slides_create_paragraph_bullets","name":"Create Paragraph Bullets in Google Slides","description":"Convert paragraphs in a shape or table cell into a bulleted or numbered list using a Google Slides bullet preset.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Google Slides API"},"presentationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Google Slides presentation ID"},"objectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Object ID of the shape or table containing the text"},"rowIndex":{"type":"number","required":false,"visibility":"user-or-llm","description":"When targeting a table cell, the zero-based row index"},"columnIndex":{"type":"number","required":false,"visibility":"user-or-llm","description":"When targeting a table cell, the zero-based column index"},"rangeType":{"type":"string","required":false,"visibility":"user-or-llm","description":"Range to apply bullets to: ALL (default), FROM_START_INDEX, or FIXED_RANGE"},"startIndex":{"type":"number","required":false,"visibility":"user-or-llm","description":"Start index for FROM_START_INDEX or FIXED_RANGE"},"endIndex":{"type":"number","required":false,"visibility":"user-or-llm","description":"End index for FIXED_RANGE"},"bulletPreset":{"type":"string","required":false,"visibility":"user-or-llm","description":"Bullet preset (e.g. BULLET_DISC_CIRCLE_SQUARE, BULLET_ARROW_DIAMOND_DISC, NUMBERED_DIGIT_ALPHA_ROMAN, NUMBERED_DIGIT_ALPHA_ROMAN_PARENS, NUMBERED_DIGIT_NESTED). Defaults to BULLET_DISC_CIRCLE_SQUARE."}},"oauth":{"required":true,"provider":"google-drive"}},"google_slides_create_shape":{"id":"google_slides_create_shape","name":"Create Shape in Google Slides","description":"Create a shape (rectangle, ellipse, text box, arrow, etc.) on a slide in a Google Slides presentation","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Google Slides API"},"presentationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Google Slides presentation ID"},"pageObjectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The object ID of the slide/page to add the shape to"},"shapeType":{"type":"string","required":true,"visibility":"user-or-llm","description":"The type of shape to create. Common types: TEXT_BOX, RECTANGLE, ROUND_RECTANGLE, ELLIPSE, TRIANGLE, DIAMOND, STAR_5, ARROW_EAST, HEART, CLOUD"},"width":{"type":"number","required":false,"visibility":"user-or-llm","description":"Width of the shape in points (default: 200)"},"height":{"type":"number","required":false,"visibility":"user-or-llm","description":"Height of the shape in points (default: 100)"},"positionX":{"type":"number","required":false,"visibility":"user-or-llm","description":"X position from the left edge in points (default: 100)"},"positionY":{"type":"number","required":false,"visibility":"user-or-llm","description":"Y position from the top edge in points (default: 100)"}},"oauth":{"required":true,"provider":"google-drive"}},"google_slides_create_sheets_chart":{"id":"google_slides_create_sheets_chart","name":"Embed Google Sheets Chart in Slides","description":"Embed a chart from a Google Sheets spreadsheet onto a slide. LINKED charts can be refreshed; NOT_LINKED_IMAGE inserts a static image of the chart.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Google Slides API"},"presentationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Google Slides presentation ID"},"pageObjectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Object ID of the slide to add the chart to"},"spreadsheetId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Google Sheets spreadsheet ID containing the chart"},"chartId":{"type":"number","required":true,"visibility":"user-or-llm","description":"Numeric chart ID within the spreadsheet"},"linkingMode":{"type":"string","required":false,"visibility":"user-or-llm","description":"LINKED (default) or NOT_LINKED_IMAGE"},"width":{"type":"number","required":false,"visibility":"user-or-llm","description":"Width in points (default 400)"},"height":{"type":"number","required":false,"visibility":"user-or-llm","description":"Height in points (default 300)"},"positionX":{"type":"number","required":false,"visibility":"user-or-llm","description":"X position in points (default 100)"},"positionY":{"type":"number","required":false,"visibility":"user-or-llm","description":"Y position in points (default 100)"}},"oauth":{"required":true,"provider":"google-drive"}},"google_slides_create_table":{"id":"google_slides_create_table","name":"Create Table in Google Slides","description":"Create a new table on a slide in a Google Slides presentation","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Google Slides API"},"presentationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Google Slides presentation ID"},"pageObjectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The object ID of the slide/page to add the table to"},"rows":{"type":"number","required":true,"visibility":"user-or-llm","description":"Number of rows in the table (minimum 1)"},"columns":{"type":"number","required":true,"visibility":"user-or-llm","description":"Number of columns in the table (minimum 1)"},"width":{"type":"number","required":false,"visibility":"user-or-llm","description":"Width of the table in points (default: 400)"},"height":{"type":"number","required":false,"visibility":"user-or-llm","description":"Height of the table in points (default: 200)"},"positionX":{"type":"number","required":false,"visibility":"user-or-llm","description":"X position from the left edge in points (default: 100)"},"positionY":{"type":"number","required":false,"visibility":"user-or-llm","description":"Y position from the top edge in points (default: 100)"}},"oauth":{"required":true,"provider":"google-drive"}},"google_slides_create_video":{"id":"google_slides_create_video","name":"Embed Video in 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If omitted, computed from provided fields."}},"oauth":{"required":true,"provider":"google-drive"}},"google_slides_update_slides_position":{"id":"google_slides_update_slides_position","name":"Reorder Slides in Google Slides","description":"Move one or more slides to a new position in a Google Slides presentation","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Google Slides API"},"presentationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Google Slides presentation ID"},"slideObjectIds":{"type":"string","required":true,"visibility":"user-or-llm","description":"Comma-separated list of slide object IDs to move. The slides will maintain their relative order."},"insertionIndex":{"type":"number","required":true,"visibility":"user-or-llm","description":"The zero-based index where the slides should be moved. All slides with indices greater than or equal to this will be shifted right."}},"oauth":{"required":true,"provider":"google-drive"}},"google_slides_update_table_border_properties":{"id":"google_slides_update_table_border_properties","name":"Update Table Border Properties in Google Slides","description":"Update border color, weight, and dash style for a position (e.g. ALL, INNER, OUTER) in a table range.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Google Slides API"},"presentationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Google Slides presentation ID"},"objectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Object ID of the table"},"rowIndex":{"type":"number","required":true,"visibility":"user-or-llm","description":"Zero-based row index of the top-left cell of the range"},"columnIndex":{"type":"number","required":true,"visibility":"user-or-llm","description":"Zero-based column index of the top-left cell of the range"},"rowSpan":{"type":"number","required":true,"visibility":"user-or-llm","description":"Number of rows in the range (minimum 1)"},"columnSpan":{"type":"number","required":true,"visibility":"user-or-llm","description":"Number of columns in the range (minimum 1)"},"borderPosition":{"type":"string","required":false,"visibility":"user-or-llm","description":"Which borders to update: ALL (default), BOTTOM, INNER, INNER_HORIZONTAL, INNER_VERTICAL, LEFT, OUTER, RIGHT, TOP"},"borderColor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Border color as hex"},"borderWeight":{"type":"number","required":false,"visibility":"user-or-llm","description":"Border weight in points"},"dashStyle":{"type":"string","required":false,"visibility":"user-or-llm","description":"Dash style: SOLID, DOT, DASH, DASH_DOT, LONG_DASH, LONG_DASH_DOT"},"propertiesJson":{"type":"string","required":false,"visibility":"user-or-llm","description":"Advanced: raw TableBorderProperties JSON merged with the simple fields above"},"fields":{"type":"string","required":false,"visibility":"user-or-llm","description":"Advanced: explicit FieldMask. If omitted, computed from provided fields."}},"oauth":{"required":true,"provider":"google-drive"}},"google_slides_update_table_cell_properties":{"id":"google_slides_update_table_cell_properties","name":"Update Table Cell Properties in Google Slides","description":"Update background fill and content alignment for a range of table cells.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Google Slides API"},"presentationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Google Slides presentation ID"},"objectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Object ID of the table"},"rowIndex":{"type":"number","required":true,"visibility":"user-or-llm","description":"Zero-based row index of the top-left cell of the range"},"columnIndex":{"type":"number","required":true,"visibility":"user-or-llm","description":"Zero-based column index of the top-left cell of the range"},"rowSpan":{"type":"number","required":true,"visibility":"user-or-llm","description":"Number of rows in the range (minimum 1)"},"columnSpan":{"type":"number","required":true,"visibility":"user-or-llm","description":"Number of columns in the range (minimum 1)"},"backgroundColor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cell background color as hex (e.g. #F1F3F4)"},"backgroundAlpha":{"type":"number","required":false,"visibility":"user-or-llm","description":"Background fill opacity between 0.0 and 1.0"},"contentAlignment":{"type":"string","required":false,"visibility":"user-or-llm","description":"Vertical alignment of cell content: TOP, MIDDLE, or BOTTOM"},"propertiesJson":{"type":"string","required":false,"visibility":"user-or-llm","description":"Advanced: raw TableCellProperties JSON merged with the simple fields above"},"fields":{"type":"string","required":false,"visibility":"user-or-llm","description":"Advanced: explicit FieldMask. 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Resupply true if the hold currently includes shared drives — leaving it false/blank clears that setting."}},"oauth":{"required":true,"provider":"google-vault"}},"grafana_check_data_source_health":{"id":"grafana_check_data_source_health","name":"Grafana Check Data Source Health","description":"Test connectivity to a data source by its UID","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Grafana Service Account Token"},"baseUrl":{"type":"string","required":true,"visibility":"user-only","description":"Grafana instance URL (e.g., https://your-grafana.com)"},"organizationId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Organization ID for multi-org Grafana instances (e.g., 1, 2)"},"dataSourceUid":{"type":"string","required":true,"visibility":"user-or-llm","description":"The UID of the data source to health-check (e.g., P1234AB5678)"}}},"grafana_create_alert_rule":{"id":"grafana_create_alert_rule","name":"Grafana Create Alert Rule","description":"Create a new alert rule","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Grafana Service Account Token"},"baseUrl":{"type":"string","required":true,"visibility":"user-only","description":"Grafana instance URL (e.g., https://your-grafana.com)"},"organizationId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Organization ID for multi-org Grafana instances (e.g., 1, 2)"},"title":{"type":"string","required":true,"visibility":"user-or-llm","description":"The title of the alert rule"},"folderUid":{"type":"string","required":true,"visibility":"user-or-llm","description":"The UID of the folder to create the alert in (e.g., folder-abc123)"},"ruleGroup":{"type":"string","required":true,"visibility":"user-or-llm","description":"The name of the rule group"},"condition":{"type":"string","required":false,"visibility":"user-or-llm","description":"The refId of the query or expression to use as the alert condition (required for alerting rules; omit for recording rules)"},"data":{"type":"string","required":true,"visibility":"user-or-llm","description":"JSON array of query/expression data objects"},"forDuration":{"type":"string","required":false,"visibility":"user-or-llm","description":"Duration to wait before firing (e.g., 5m, 1h)"},"noDataState":{"type":"string","required":false,"visibility":"user-only","description":"State when no data is returned (NoData, Alerting, OK)"},"execErrState":{"type":"string","required":false,"visibility":"user-only","description":"State on execution error (Error, Alerting, OK)"},"annotations":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON object of annotations"},"labels":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON object of labels"},"uid":{"type":"string","required":false,"visibility":"user-or-llm","description":"Optional custom UID for the alert rule"},"isPaused":{"type":"boolean","required":false,"visibility":"user-only","description":"Whether the rule is paused on creation"},"keepFiringFor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Duration to keep firing after the condition stops (e.g., 5m)"},"missingSeriesEvalsToResolve":{"type":"number","required":false,"visibility":"user-only","description":"Number of missing series evaluations before resolving"},"notificationSettings":{"type":"string","required":false,"visibility":"user-only","description":"JSON object of per-rule notification settings (overrides)"},"record":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON object configuring this as a recording rule (omit for alerting rules)"},"disableProvenance":{"type":"boolean","required":false,"visibility":"user-only","description":"Set X-Disable-Provenance header so the rule remains editable in the Grafana UI"}}},"grafana_create_annotation":{"id":"grafana_create_annotation","name":"Grafana Create Annotation","description":"Create an annotation on a dashboard or as a global annotation","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Grafana Service Account Token"},"baseUrl":{"type":"string","required":true,"visibility":"user-only","description":"Grafana instance URL (e.g., https://your-grafana.com)"},"organizationId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Organization ID for multi-org Grafana instances (e.g., 1, 2)"},"text":{"type":"string","required":true,"visibility":"user-or-llm","description":"The text content of the annotation"},"tags":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of tags"},"dashboardUid":{"type":"string","required":false,"visibility":"user-or-llm","description":"UID of the dashboard to add the annotation to (e.g., abc123def). Omit to create a global organization annotation."},"panelId":{"type":"number","required":false,"visibility":"user-or-llm","description":"ID of the panel to add the annotation to (e.g., 1, 2)"},"time":{"type":"number","required":false,"visibility":"user-or-llm","description":"Start time in epoch milliseconds (e.g., 1704067200000, defaults to now)"},"timeEnd":{"type":"number","required":false,"visibility":"user-or-llm","description":"End time in epoch milliseconds for range annotations (e.g., 1704153600000)"}}},"grafana_create_contact_point":{"id":"grafana_create_contact_point","name":"Grafana Create Contact Point","description":"Create a notification contact point (e.g., Slack, email, PagerDuty)","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Grafana Service Account Token"},"baseUrl":{"type":"string","required":true,"visibility":"user-only","description":"Grafana instance URL (e.g., https://your-grafana.com)"},"organizationId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Organization ID for multi-org Grafana instances (e.g., 1, 2)"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name of the contact point (groups receivers shown in the UI)"},"type":{"type":"string","required":true,"visibility":"user-or-llm","description":"Receiver type (e.g., slack, email, pagerduty, webhook)"},"settings":{"type":"string","required":true,"visibility":"user-or-llm","description":"JSON object of type-specific settings (e.g., {\\"addresses\\":\\"a@b.com\\"} for email, {\\"url\\":\\"...\\"} for slack)"},"disableResolveMessage":{"type":"boolean","required":false,"visibility":"user-only","description":"Do not send a notification when the alert resolves"},"disableProvenance":{"type":"boolean","required":false,"visibility":"user-only","description":"Set X-Disable-Provenance header so the contact point remains editable in the UI"}}},"grafana_create_dashboard":{"id":"grafana_create_dashboard","name":"Grafana Create Dashboard","description":"Create a new dashboard","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Grafana Service Account Token"},"baseUrl":{"type":"string","required":true,"visibility":"user-only","description":"Grafana instance URL (e.g., https://your-grafana.com)"},"organizationId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Organization ID for multi-org Grafana instances (e.g., 1, 2)"},"title":{"type":"string","required":true,"visibility":"user-or-llm","description":"The title of the new dashboard"},"folderUid":{"type":"string","required":false,"visibility":"user-or-llm","description":"The UID of the folder to create the dashboard in (e.g., folder-abc123)"},"tags":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of tags"},"timezone":{"type":"string","required":false,"visibility":"user-only","description":"Dashboard timezone (e.g., browser, utc)"},"refresh":{"type":"string","required":false,"visibility":"user-only","description":"Auto-refresh interval (e.g., 5s, 1m, 5m)"},"panels":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON array of panel configurations"},"overwrite":{"type":"boolean","required":false,"visibility":"user-only","description":"Overwrite existing dashboard with same title"},"message":{"type":"string","required":false,"visibility":"user-or-llm","description":"Commit message for the dashboard version"}}},"grafana_create_folder":{"id":"grafana_create_folder","name":"Grafana Create Folder","description":"Create a new folder in Grafana","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Grafana Service Account Token"},"baseUrl":{"type":"string","required":true,"visibility":"user-only","description":"Grafana instance URL (e.g., https://your-grafana.com)"},"organizationId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Organization ID for multi-org Grafana instances (e.g., 1, 2)"},"title":{"type":"string","required":true,"visibility":"user-or-llm","description":"The title of the new folder"},"uid":{"type":"string","required":false,"visibility":"user-or-llm","description":"Optional UID for the folder (auto-generated if not provided)"},"parentUid":{"type":"string","required":false,"visibility":"user-or-llm","description":"Parent folder UID for nested folders (requires nested folders enabled)"}}},"grafana_delete_alert_rule":{"id":"grafana_delete_alert_rule","name":"Grafana Delete Alert Rule","description":"Delete an alert rule by its UID","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Grafana Service Account Token"},"baseUrl":{"type":"string","required":true,"visibility":"user-only","description":"Grafana instance URL (e.g., https://your-grafana.com)"},"organizationId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Organization ID for multi-org Grafana instances (e.g., 1, 2)"},"alertRuleUid":{"type":"string","required":true,"visibility":"user-or-llm","description":"The UID of the alert rule to delete"}}},"grafana_delete_annotation":{"id":"grafana_delete_annotation","name":"Grafana Delete Annotation","description":"Delete an annotation by its ID","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Grafana Service Account Token"},"baseUrl":{"type":"string","required":true,"visibility":"user-only","description":"Grafana instance URL (e.g., https://your-grafana.com)"},"organizationId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Organization ID for multi-org Grafana instances (e.g., 1, 2)"},"annotationId":{"type":"number","required":true,"visibility":"user-or-llm","description":"The ID of the annotation to delete"}}},"grafana_delete_dashboard":{"id":"grafana_delete_dashboard","name":"Grafana Delete Dashboard","description":"Delete a dashboard by its UID","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Grafana Service Account Token"},"baseUrl":{"type":"string","required":true,"visibility":"user-only","description":"Grafana instance URL (e.g., https://your-grafana.com)"},"organizationId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Organization ID for multi-org Grafana instances (e.g., 1, 2)"},"dashboardUid":{"type":"string","required":true,"visibility":"user-or-llm","description":"The UID of the dashboard to delete (e.g., abc123def)"}}},"grafana_delete_folder":{"id":"grafana_delete_folder","name":"Grafana Delete Folder","description":"Delete a folder by its UID","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Grafana Service Account Token"},"baseUrl":{"type":"string","required":true,"visibility":"user-only","description":"Grafana instance URL (e.g., https://your-grafana.com)"},"organizationId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Organization ID for multi-org Grafana instances (e.g., 1, 2)"},"folderUid":{"type":"string","required":true,"visibility":"user-or-llm","description":"The UID of the folder to delete (e.g., folder-abc123)"},"forceDeleteRules":{"type":"boolean","required":false,"visibility":"user-only","description":"Delete any alert rules stored in the folder along with it (default false)"}}},"grafana_get_alert_rule":{"id":"grafana_get_alert_rule","name":"Grafana Get Alert Rule","description":"Get a specific alert rule by its UID","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Grafana Service Account Token"},"baseUrl":{"type":"string","required":true,"visibility":"user-only","description":"Grafana instance URL (e.g., https://your-grafana.com)"},"organizationId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Organization ID for multi-org Grafana instances (e.g., 1, 2)"},"alertRuleUid":{"type":"string","required":true,"visibility":"user-or-llm","description":"The UID of the alert rule to retrieve"}}},"grafana_get_dashboard":{"id":"grafana_get_dashboard","name":"Grafana Get Dashboard","description":"Get a dashboard by its UID","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Grafana Service Account Token"},"baseUrl":{"type":"string","required":true,"visibility":"user-only","description":"Grafana instance URL (e.g., https://your-grafana.com)"},"organizationId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Organization ID for multi-org Grafana instances (e.g., 1, 2)"},"dashboardUid":{"type":"string","required":true,"visibility":"user-or-llm","description":"The UID of the dashboard to retrieve (e.g., abc123def)"}}},"grafana_get_data_source":{"id":"grafana_get_data_source","name":"Grafana Get Data Source","description":"Get a data source by its ID or UID","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Grafana Service Account Token"},"baseUrl":{"type":"string","required":true,"visibility":"user-only","description":"Grafana instance URL (e.g., https://your-grafana.com)"},"organizationId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Organization ID for multi-org Grafana instances (e.g., 1, 2)"},"dataSourceId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID or UID of the data source to retrieve (e.g., prometheus, P1234AB5678)"}}},"grafana_get_folder":{"id":"grafana_get_folder","name":"Grafana Get Folder","description":"Get a folder by its UID","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Grafana Service Account Token"},"baseUrl":{"type":"string","required":true,"visibility":"user-only","description":"Grafana instance URL (e.g., https://your-grafana.com)"},"organizationId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Organization ID for multi-org Grafana instances (e.g., 1, 2)"},"folderUid":{"type":"string","required":true,"visibility":"user-or-llm","description":"The UID of the folder to retrieve (e.g., folder-abc123)"}}},"grafana_get_health":{"id":"grafana_get_health","name":"Grafana Get Health","description":"Check the health of the Grafana instance (version, database status)","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Grafana Service Account Token"},"baseUrl":{"type":"string","required":true,"visibility":"user-only","description":"Grafana instance URL (e.g., https://your-grafana.com)"},"organizationId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Organization ID for multi-org Grafana instances (e.g., 1, 2)"}}},"grafana_list_alert_rules":{"id":"grafana_list_alert_rules","name":"Grafana List Alert Rules","description":"List all alert rules in the Grafana instance","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Grafana Service Account Token"},"baseUrl":{"type":"string","required":true,"visibility":"user-only","description":"Grafana instance URL (e.g., https://your-grafana.com)"},"organizationId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Organization ID for multi-org Grafana instances (e.g., 1, 2)"}}},"grafana_list_annotations":{"id":"grafana_list_annotations","name":"Grafana List Annotations","description":"Query annotations by time range, dashboard, or tags","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Grafana Service Account Token"},"baseUrl":{"type":"string","required":true,"visibility":"user-only","description":"Grafana instance URL (e.g., https://your-grafana.com)"},"organizationId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Organization ID for multi-org Grafana instances (e.g., 1, 2)"},"from":{"type":"number","required":false,"visibility":"user-or-llm","description":"Start time in epoch milliseconds (e.g., 1704067200000)"},"to":{"type":"number","required":false,"visibility":"user-or-llm","description":"End time in epoch milliseconds (e.g., 1704153600000)"},"dashboardUid":{"type":"string","required":false,"visibility":"user-or-llm","description":"Dashboard UID to query annotations from (e.g., abc123def). 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for"},"per_page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (1-500, default 100)"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number for pagination"}}},"greenhouse_list_jobs":{"id":"greenhouse_list_jobs","name":"Greenhouse List Jobs","description":"Lists jobs from Greenhouse with optional filtering by status, department, or office","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Greenhouse Harvest API key"},"per_page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (1-500, default 100)"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number for pagination"},"status":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by job status (open, closed, 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configured in Greenhouse","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Greenhouse Harvest API key"},"per_page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (1-500, default 100)"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number for pagination"}}},"greenhouse_list_users":{"id":"greenhouse_list_users","name":"Greenhouse List Users","description":"Lists Greenhouse users (recruiters, hiring managers, admins) with optional filtering","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Greenhouse Harvest API key"},"per_page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (1-500, default 100)"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number for pagination"},"created_after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Return only users created at or after this ISO 8601 timestamp"},"created_before":{"type":"string","required":false,"visibility":"user-or-llm","description":"Return only users created before this ISO 8601 timestamp"},"updated_after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Return only users updated at or after this ISO 8601 timestamp"},"updated_before":{"type":"string","required":false,"visibility":"user-or-llm","description":"Return only users updated before this ISO 8601 timestamp"},"email":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by email address"}}},"greptile_index_repo":{"id":"greptile_index_repo","name":"Greptile Index Repository","description":"Submit a repository to be indexed by Greptile. Indexing must complete before the repository can be queried. Small repos take 3-5 minutes, larger ones can take over an hour.","version":"1.0.0","params":{"remote":{"type":"string","required":true,"visibility":"user-only","description":"Git remote type: github or gitlab"},"repository":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository in owner/repo format. Example: \\"facebook/react\\" or \\"vercel/next.js\\""},"branch":{"type":"string","required":true,"visibility":"user-only","description":"Branch to index (e.g., \\"main\\" or \\"master\\")"},"reload":{"type":"boolean","required":false,"visibility":"user-only","description":"Force re-indexing even if already indexed"},"notify":{"type":"boolean","required":false,"visibility":"user-only","description":"Send email notification when indexing completes"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Greptile API key"},"githubToken":{"type":"string","required":true,"visibility":"user-only","description":"GitHub Personal Access Token with repo read access"}}},"greptile_query":{"id":"greptile_query","name":"Greptile Query","description":"Query repositories in natural language and get answers with relevant code references. Greptile uses AI to understand your codebase and answer questions.","version":"1.0.0","params":{"query":{"type":"string","required":true,"visibility":"user-or-llm","description":"Natural language question about the codebase. Example: \\"How does authentication work?\\" or \\"Where is the payment processing logic?\\""},"repositories":{"type":"string","required":true,"visibility":"user-or-llm","description":"Comma-separated list of repositories. Format: \\"github:branch:owner/repo\\" or just \\"owner/repo\\" (defaults to github:main). Example: \\"facebook/react\\" or \\"github:main:facebook/react,github:main:facebook/relay\\""},"sessionId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Session ID for conversation continuity. Use the same sessionId across multiple queries to maintain context. Example: \\"session-abc123\\""},"genius":{"type":"boolean","required":false,"visibility":"user-only","description":"Enable genius mode for more thorough analysis (slower but more accurate)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Greptile API key"},"githubToken":{"type":"string","required":true,"visibility":"user-only","description":"GitHub Personal Access Token with repo read access"}}},"greptile_search":{"id":"greptile_search","name":"Greptile Search","description":"Search repositories in natural language and get relevant code references without generating an answer. Useful for finding specific code locations.","version":"1.0.0","params":{"query":{"type":"string","required":true,"visibility":"user-or-llm","description":"Natural language search query to find relevant code. Example: \\"authentication middleware\\" or \\"database connection handling\\""},"repositories":{"type":"string","required":true,"visibility":"user-or-llm","description":"Comma-separated list of repositories. Format: \\"github:branch:owner/repo\\" or just \\"owner/repo\\" (defaults to github:main). Example: \\"facebook/react\\" or \\"github:main:facebook/react,github:main:facebook/relay\\""},"sessionId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Session ID for conversation continuity. Use the same sessionId across multiple searches to maintain context. Example: \\"session-abc123\\""},"genius":{"type":"boolean","required":false,"visibility":"user-only","description":"Enable genius mode for more thorough search (slower but more accurate)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Greptile API key"},"githubToken":{"type":"string","required":true,"visibility":"user-only","description":"GitHub Personal Access Token with repo read access"}}},"greptile_status":{"id":"greptile_status","name":"Greptile Repository Status","description":"Check the indexing status of a repository. Use this to verify if a repository is ready to be queried or to monitor indexing progress.","version":"1.0.0","params":{"remote":{"type":"string","required":true,"visibility":"user-only","description":"Git remote type: github or gitlab"},"repository":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository in owner/repo format. Example: \\"facebook/react\\" or \\"vercel/next.js\\""},"branch":{"type":"string","required":true,"visibility":"user-only","description":"Branch name (e.g., \\"main\\" or \\"master\\")"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Greptile API key"},"githubToken":{"type":"string","required":true,"visibility":"user-only","description":"GitHub Personal Access Token with repo read access"}}},"guardrails_validate":{"id":"guardrails_validate","name":"Guardrails Validate","description":"Validate content using guardrails (JSON, regex, hallucination check, or PII detection)","version":"1.0.0","params":{"input":{"type":"string","required":true,"visibility":"user-or-llm","description":"Content to validate (from wired block)"},"validationType":{"type":"string","required":true,"visibility":"user-only","description":"Type of validation: json, regex, hallucination, or pii"},"regex":{"type":"string","required":false,"visibility":"user-only","description":"Regex pattern (required for regex validation)"},"knowledgeBaseId":{"type":"string","required":false,"visibility":"user-only","description":"Knowledge base ID (required for hallucination check)"},"threshold":{"type":"string","required":false,"visibility":"user-only","description":"Confidence threshold (0-10 scale, default: 3, scores below fail)"},"topK":{"type":"string","required":false,"visibility":"user-only","description":"Number of chunks to retrieve from knowledge base (default: 10)"},"model":{"type":"string","required":false,"visibility":"user-only","description":"LLM model for confidence scoring (default: gpt-4o-mini)"},"apiKey":{"type":"string","required":false,"visibility":"user-only","description":"API key for LLM provider (optional if using hosted)"},"piiEntityTypes":{"type":"array","required":false,"visibility":"user-only","description":"PII entity types to detect (empty = detect all)"},"piiMode":{"type":"string","required":false,"visibility":"user-only","description":"PII action mode: block or mask (default: block)"},"piiLanguage":{"type":"string","required":false,"visibility":"user-only","description":"Language for PII detection (default: en)"},"piiCustomPatterns":{"type":"array","required":false,"visibility":"user-only","description":"Custom regex patterns to detect and replace (name, pattern, replacement)"}}},"hex_cancel_run":{"id":"hex_cancel_run","name":"Hex Cancel Run","description":"Cancel an active Hex project run.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Hex API token (Personal or Workspace)"},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The UUID of the Hex project"},"runId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The UUID of the run to cancel"}}},"hex_create_collection":{"id":"hex_create_collection","name":"Hex Create Collection","description":"Create a new collection in the Hex workspace to organize projects.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Hex API token (Personal or Workspace)"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name for the new collection"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Optional description for the collection"}}},"hex_create_group":{"id":"hex_create_group","name":"Hex Create Group","description":"Create a new group in the Hex workspace, optionally with initial members.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Hex API token (Personal or Workspace)"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name for the new group"},"memberUserIds":{"type":"json","required":false,"visibility":"user-or-llm","description":"JSON array of user UUIDs to add as initial group members (e.g., [\\"uuid1\\", \\"uuid2\\"])"}}},"hex_deactivate_user":{"id":"hex_deactivate_user","name":"Hex Deactivate User","description":"Deactivate a user in the Hex workspace.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Hex API token (Personal or Workspace)"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The UUID of the user to deactivate"}}},"hex_delete_group":{"id":"hex_delete_group","name":"Hex Delete Group","description":"Delete a group from the Hex workspace.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Hex API token (Personal or Workspace)"},"groupId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The UUID of the group to delete"}}},"hex_get_collection":{"id":"hex_get_collection","name":"Hex Get Collection","description":"Retrieve details for a specific Hex collection by its ID.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Hex API token (Personal or Workspace)"},"collectionId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The UUID of the collection"}}},"hex_get_data_connection":{"id":"hex_get_data_connection","name":"Hex Get Data Connection","description":"Retrieve details for a specific data connection including type, description, and configuration flags.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Hex API token (Personal or Workspace)"},"dataConnectionId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The UUID of the data connection"}}},"hex_get_group":{"id":"hex_get_group","name":"Hex Get Group","description":"Retrieve details for a specific Hex group.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Hex API token (Personal or Workspace)"},"groupId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The UUID of the group"}}},"hex_get_project":{"id":"hex_get_project","name":"Hex Get Project","description":"Get metadata and details for a specific Hex project by its ID.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Hex API token (Personal or Workspace)"},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The UUID of the Hex project"}}},"hex_get_project_runs":{"id":"hex_get_project_runs","name":"Hex Get Project Runs","description":"Retrieve API-triggered runs for a Hex project with optional filtering by status and pagination.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Hex API token (Personal or Workspace)"},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The UUID of the Hex project"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of runs to return (1-100, default: 25)"},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Offset for paginated results (default: 0)"},"statusFilter":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by run status: PENDING, RUNNING, ERRORED, COMPLETED, KILLED, UNABLE_TO_ALLOCATE_KERNEL"},"runTriggerFilter":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by how the run was triggered: ALL, API, SCHEDULED, or APP_REFRESH"}}},"hex_get_queried_tables":{"id":"hex_get_queried_tables","name":"Hex Get Queried Tables","description":"Return the warehouse tables queried by a Hex project, including data connection and table names.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Hex API token (Personal or Workspace)"},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The UUID of the Hex project"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of tables to return (1-100)"}}},"hex_get_run_status":{"id":"hex_get_run_status","name":"Hex Get Run Status","description":"Check the status of a Hex project run by its run ID.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Hex API token (Personal or Workspace)"},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The UUID of the Hex project"},"runId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The UUID of the run to check"}}},"hex_list_collections":{"id":"hex_list_collections","name":"Hex List Collections","description":"List all collections in the Hex workspace.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Hex API token (Personal or Workspace)"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of collections to return (1-500, default: 25)"},"sortBy":{"type":"string","required":false,"visibility":"user-only","description":"Sort by field: NAME"},"after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor to fetch the page of results after this value"},"before":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor to fetch the page of results before this value"}}},"hex_list_data_connections":{"id":"hex_list_data_connections","name":"Hex List Data Connections","description":"List all data connections in the Hex workspace (e.g., Snowflake, PostgreSQL, BigQuery).","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Hex API token (Personal or Workspace)"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of connections to return (1-500, default: 25)"},"sortBy":{"type":"string","required":false,"visibility":"user-only","description":"Sort by field: CREATED_AT or NAME"},"sortDirection":{"type":"string","required":false,"visibility":"user-only","description":"Sort direction: ASC or DESC"},"after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor to fetch the page of results after this value"},"before":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor to fetch the page of results before this value"}}},"hex_list_groups":{"id":"hex_list_groups","name":"Hex List Groups","description":"List all groups in the Hex workspace with optional sorting.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Hex API token (Personal or Workspace)"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of groups to return (1-500, default: 25)"},"sortBy":{"type":"string","required":false,"visibility":"user-only","description":"Sort by field: CREATED_AT or NAME"},"sortDirection":{"type":"string","required":false,"visibility":"user-only","description":"Sort direction: ASC or DESC"},"after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor to fetch the page of results after this value"},"before":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor to fetch the page of results before this value"}}},"hex_list_projects":{"id":"hex_list_projects","name":"Hex List Projects","description":"List all projects in your Hex workspace with optional filtering by status.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Hex API token (Personal or Workspace)"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of projects to return (1-100)"},"includeArchived":{"type":"boolean","required":false,"visibility":"user-only","description":"Include archived projects in results"},"statusFilter":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by status: PUBLISHED, DRAFT, or ALL"},"includeComponents":{"type":"boolean","required":false,"visibility":"user-only","description":"Include components in results"},"includeTrashed":{"type":"boolean","required":false,"visibility":"user-only","description":"Include trashed projects in results"},"creatorEmail":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by creator email"},"ownerEmail":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by owner email"},"collectionId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by collection UUID"},"categories":{"type":"json","required":false,"visibility":"user-or-llm","description":"JSON array of category names to filter by (e.g., [\\"Marketing\\", \\"Finance\\"])"},"sortBy":{"type":"string","required":false,"visibility":"user-only","description":"Sort by field: CREATED_AT, LAST_EDITED_AT, or LAST_PUBLISHED_AT"},"sortDirection":{"type":"string","required":false,"visibility":"user-only","description":"Sort direction: ASC or DESC"},"after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor to fetch the page of results after this value"},"before":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor to fetch the page of results before this value"}}},"hex_list_users":{"id":"hex_list_users","name":"Hex List Users","description":"List all users in the Hex workspace with optional filtering and sorting.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Hex API token (Personal or Workspace)"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of users to return (1-100, default: 25)"},"sortBy":{"type":"string","required":false,"visibility":"user-only","description":"Sort by field: NAME or EMAIL"},"sortDirection":{"type":"string","required":false,"visibility":"user-only","description":"Sort direction: ASC or DESC"},"groupId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter users by group UUID"},"userIds":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of user UUIDs to filter by"},"after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor to fetch the page of results after this value"},"before":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor to fetch the page of results before this value"}}},"hex_run_project":{"id":"hex_run_project","name":"Hex Run Project","description":"Execute a published Hex project. Optionally pass input parameters and control caching behavior.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Hex API token (Personal or Workspace)"},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The UUID of the Hex project to run"},"inputParams":{"type":"json","required":false,"visibility":"user-or-llm","description":"JSON object of input parameters for the project (e.g., {\\"date\\": \\"2024-01-01\\"})"},"dryRun":{"type":"boolean","required":false,"visibility":"user-only","description":"If true, perform a dry run without executing the project"},"updateCache":{"type":"boolean","required":false,"visibility":"user-only","description":"(Deprecated) If true, update the cached results after execution"},"updatePublishedResults":{"type":"boolean","required":false,"visibility":"user-only","description":"If true, update the published app results after execution"},"useCachedSqlResults":{"type":"boolean","required":false,"visibility":"user-only","description":"If true, use cached SQL results instead of re-running queries"},"viewId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Optional SavedView ID to use for the project run"},"notifications":{"type":"json","required":false,"visibility":"user-or-llm","description":"JSON array of notification details to deliver once the run completes (e.g., [{\\"type\\": \\"FAILURE\\", \\"slackChannelIds\\": [\\"C0123456789\\"], \\"userIds\\": [], \\"groupIds\\": [], \\"includeSuccessScreenshot\\": false}]). type is ALL, SUCCESS, or FAILURE."}}},"hex_update_collection":{"id":"hex_update_collection","name":"Hex Update Collection","description":"Update the name or description of an existing Hex collection.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Hex API token (Personal or Workspace)"},"collectionId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The UUID of the collection to update"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"New name for the collection"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"New description for the collection"}}},"hex_update_group":{"id":"hex_update_group","name":"Hex Update Group","description":"Rename a Hex group or add/remove members from it.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Hex API token (Personal or Workspace)"},"groupId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The UUID of the group to update"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"New name for the group"},"addUserIds":{"type":"json","required":false,"visibility":"user-or-llm","description":"JSON array of user UUIDs to add to the group (e.g., [\\"uuid1\\", \\"uuid2\\"])"},"removeUserIds":{"type":"json","required":false,"visibility":"user-or-llm","description":"JSON array of user UUIDs to remove from the group (e.g., [\\"uuid1\\", \\"uuid2\\"])"}}},"hex_update_project":{"id":"hex_update_project","name":"Hex Update Project","description":"Update a Hex project status label (e.g., endorsement or custom workspace statuses).","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Hex API token (Personal or Workspace)"},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The UUID of the Hex project to update"},"status":{"type":"string","required":true,"visibility":"user-or-llm","description":"New project status name (custom workspace status label)"}}},"http_request":{"id":"http_request","name":"HTTP Request","description":"Make HTTP requests with comprehensive support for methods, headers, query parameters, path parameters, and form data. Features configurable timeout and status validation for robust API interactions.","version":"1.0.0","params":{"url":{"type":"string","required":true,"visibility":"user-or-llm","description":"The URL to send the request to"},"method":{"type":"string","default":"GET","visibility":"user-or-llm","description":"HTTP method (GET, POST, PUT, PATCH, DELETE)"},"headers":{"type":"object","visibility":"user-or-llm","description":"HTTP headers to include"},"body":{"type":"object","visibility":"user-or-llm","description":"Request body (for POST, PUT, PATCH)"},"params":{"type":"object","visibility":"user-or-llm","description":"URL query parameters to append"},"pathParams":{"type":"object","visibility":"user-or-llm","description":"URL path parameters to replace (e.g., :id in /users/:id)"},"formData":{"type":"object","visibility":"user-or-llm","description":"Form data to send (will set appropriate Content-Type)"},"proxyUrl":{"type":"string","visibility":"user-only","description":"Route the request through an http:// proxy (e.g. http://user:pass@host:port)."},"timeout":{"type":"number","visibility":"user-only","description":"Request timeout in milliseconds (default: 300000 = 5 minutes)"},"retries":{"type":"number","visibility":"hidden","description":"Number of retry attempts for retryable failures (timeouts, 429, 5xx). Default: 0 (no retries)."},"retryDelayMs":{"type":"number","visibility":"hidden","description":"Initial retry delay in milliseconds (default: 500)"},"retryMaxDelayMs":{"type":"number","visibility":"hidden","description":"Maximum delay between retries in milliseconds (default: 30000)"},"retryNonIdempotent":{"type":"boolean","visibility":"hidden","description":"Allow retries for non-idempotent methods like POST/PATCH (may create duplicate requests)."}}},"hubspot_add_list_memberships":{"id":"hubspot_add_list_memberships","name":"Add List Members in HubSpot","description":"Add records to a manual (static) HubSpot list by record ID","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"listId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the list to add records to (MANUAL or SNAPSHOT lists only)"},"recordIds":{"type":"array","required":true,"visibility":"user-or-llm","description":"Record IDs to add to the list, as a JSON array (e.g., [\\"123\\",\\"456\\"]) or comma-separated string"}},"oauth":{"required":true,"provider":"hubspot"}},"hubspot_create_appointment":{"id":"hubspot_create_appointment","name":"Create Appointment in HubSpot","description":"Create a new appointment in HubSpot","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"properties":{"type":"object","required":true,"visibility":"user-or-llm","description":"Appointment properties as JSON object. Must include hs_appointment_start (e.g., {\\"hs_appointment_name\\": \\"Discovery Call\\", \\"hs_appointment_start\\": \\"2024-01-15T10:00:00Z\\", \\"hs_appointment_end\\": \\"2024-01-15T11:00:00Z\\"})"},"associations":{"type":"array","required":false,"visibility":"user-or-llm","description":"Array of associations to create with the appointment as JSON. Each object should have \\"to.id\\" and \\"types\\" array with \\"associationCategory\\" and \\"associationTypeId\\""}},"oauth":{"required":true,"provider":"hubspot"}},"hubspot_create_association":{"id":"hubspot_create_association","name":"Create Association in HubSpot","description":"Associate two HubSpot records. Creates the default (unlabeled) association unless an association type ID is provided","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"objectType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Source object type (e.g., \\"emails\\", \\"notes\\", \\"contacts\\")"},"objectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the source record"},"toObjectType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Target object type to associate to (e.g., \\"contacts\\", \\"companies\\", \\"deals\\")"},"toObjectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the target record"},"associationCategory":{"type":"string","required":false,"visibility":"user-or-llm","description":"Association category for a labeled association (HUBSPOT_DEFINED, USER_DEFINED, INTEGRATOR_DEFINED). Defaults to HUBSPOT_DEFINED when an association type ID is provided"},"associationTypeId":{"type":"number","required":false,"visibility":"user-or-llm","description":"Specific association type ID for a labeled association. Omit to create the default association for the object pair"}},"oauth":{"required":true,"provider":"hubspot"}},"hubspot_create_company":{"id":"hubspot_create_company","name":"Create Company in HubSpot","description":"Create a new company in HubSpot","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"properties":{"type":"object","required":true,"visibility":"user-or-llm","description":"Company properties as JSON object (e.g., {\\"name\\": \\"Acme Inc\\", \\"domain\\": \\"acme.com\\", \\"industry\\": \\"Technology\\"})"},"associations":{"type":"array","required":false,"visibility":"user-or-llm","description":"Array of associations to create with the company as JSON (each with \\"to.id\\" and \\"types\\" containing \\"associationCategory\\" and \\"associationTypeId\\")"}},"oauth":{"required":true,"provider":"hubspot"}},"hubspot_create_contact":{"id":"hubspot_create_contact","name":"Create Contact in HubSpot","description":"Create a new contact in HubSpot. Requires at least one of: email, firstname, or lastname","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"properties":{"type":"object","required":true,"visibility":"user-or-llm","description":"Contact properties as JSON object. Must include at least one of: email, firstname, or lastname (e.g., {\\"email\\": \\"john@example.com\\", \\"firstname\\": \\"John\\", \\"lastname\\": \\"Doe\\"})"},"associations":{"type":"array","required":false,"visibility":"user-or-llm","description":"Array of associations to create with the contact as JSON. Each object should have \\"to.id\\" (company/deal ID) and \\"types\\" array with \\"associationCategory\\" and \\"associationTypeId\\""}},"oauth":{"required":true,"provider":"hubspot"}},"hubspot_create_deal":{"id":"hubspot_create_deal","name":"Create Deal in HubSpot","description":"Create a new deal in HubSpot with the given properties (e.g., dealname, amount, dealstage)","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"properties":{"type":"object","required":true,"visibility":"user-or-llm","description":"Deal properties as JSON object. Should include dealname and dealstage, plus pipeline when the account has multiple pipelines (e.g., {\\"dealname\\": \\"New Deal\\", \\"amount\\": \\"5000\\", \\"dealstage\\": \\"appointmentscheduled\\"})"},"associations":{"type":"array","required":false,"visibility":"user-or-llm","description":"Array of associations to create with the deal as JSON. Each object should have \\"to.id\\" and \\"types\\" array with \\"associationCategory\\" and \\"associationTypeId\\""}},"oauth":{"required":true,"provider":"hubspot"}},"hubspot_create_email":{"id":"hubspot_create_email","name":"Create Email in HubSpot","description":"Log an email engagement in HubSpot and optionally associate it with contacts. Requires the hs_timestamp property","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"properties":{"type":"object","required":true,"visibility":"user-or-llm","description":"Email properties as JSON object. Must include \\"hs_timestamp\\" (ISO 8601). Common fields: \\"hs_email_direction\\" (EMAIL, INCOMING_EMAIL, FORWARDED_EMAIL), \\"hs_email_status\\" (SENT, SENDING, SCHEDULED, FAILED, BOUNCED), \\"hs_email_subject\\", \\"hs_email_text\\", \\"hs_email_html\\", \\"hs_email_headers\\" (JSON string)"},"associations":{"type":"array","required":false,"visibility":"user-or-llm","description":"Array of associations as JSON. Each object has \\"to.id\\" (record ID) and \\"types\\" array with \\"associationCategory\\" (\\"HUBSPOT_DEFINED\\") and \\"associationTypeId\\" (198 = email→contact)"}},"oauth":{"required":true,"provider":"hubspot"}},"hubspot_create_line_item":{"id":"hubspot_create_line_item","name":"Create Line Item in HubSpot","description":"Create a new line item in HubSpot. Requires at least a name property","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"properties":{"type":"object","required":true,"visibility":"user-or-llm","description":"Line item properties as JSON object (e.g., {\\"name\\": \\"Product A\\", \\"quantity\\": \\"2\\", \\"price\\": \\"50.00\\", \\"hs_sku\\": \\"SKU-001\\"})"},"associations":{"type":"array","required":false,"visibility":"user-or-llm","description":"Array of associations to create with the line item as JSON. Each object should have \\"to.id\\" and \\"types\\" array with \\"associationCategory\\" and \\"associationTypeId\\""}},"oauth":{"required":true,"provider":"hubspot"}},"hubspot_create_list":{"id":"hubspot_create_list","name":"Create List in HubSpot","description":"Create a new list in HubSpot. Specify the object type and processing type (MANUAL or DYNAMIC)","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name of the list"},"objectTypeId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Object type ID (e.g., \\"0-1\\" for contacts, \\"0-2\\" for companies)"},"processingType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Processing type: \\"MANUAL\\" for static lists or \\"DYNAMIC\\" for active lists"}},"oauth":{"required":true,"provider":"hubspot"}},"hubspot_create_note":{"id":"hubspot_create_note","name":"Create Note in HubSpot","description":"Log a note in HubSpot and optionally associate it with contacts, companies, or deals. Requires hs_timestamp and hs_note_body properties","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"properties":{"type":"object","required":true,"visibility":"user-or-llm","description":"Note properties as JSON object. Must include \\"hs_timestamp\\" (ISO 8601 activity time) and \\"hs_note_body\\" (the note text). e.g., {\\"hs_timestamp\\": \\"2026-06-13T00:00:00Z\\", \\"hs_note_body\\": \\"Followed up via phone\\"}"},"associations":{"type":"array","required":false,"visibility":"user-or-llm","description":"Array of associations as JSON. Each object has \\"to.id\\" (record ID) and \\"types\\" array with \\"associationCategory\\" (\\"HUBSPOT_DEFINED\\") and \\"associationTypeId\\" (202 = note→contact, 190 = note→company, 214 = note→deal)"}},"oauth":{"required":true,"provider":"hubspot"}},"hubspot_create_ticket":{"id":"hubspot_create_ticket","name":"Create Ticket in HubSpot","description":"Create a new ticket in HubSpot. Requires subject and hs_pipeline_stage properties","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"properties":{"type":"object","required":true,"visibility":"user-or-llm","description":"Ticket properties as JSON object. Must include subject and hs_pipeline_stage (e.g., {\\"subject\\": \\"Support request\\", \\"hs_pipeline_stage\\": \\"1\\", \\"hs_ticket_priority\\": \\"HIGH\\"})"},"associations":{"type":"array","required":false,"visibility":"user-or-llm","description":"Array of associations to create with the ticket as JSON. Each object should have \\"to.id\\" and \\"types\\" array with \\"associationCategory\\" and \\"associationTypeId\\""}},"oauth":{"required":true,"provider":"hubspot"}},"hubspot_delete_association":{"id":"hubspot_delete_association","name":"Delete Association in HubSpot","description":"Remove all associations between two HubSpot records","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"objectType":{"type":"string","required":true,"visibility":"user-or-llm","description":"The source object type (e.g., \\"contacts\\", \\"companies\\", \\"deals\\")"},"objectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the source record"},"toObjectType":{"type":"string","required":true,"visibility":"user-or-llm","description":"The target object type (e.g., \\"emails\\", \\"notes\\", \\"contacts\\")"},"toObjectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the target record"}},"oauth":{"required":true,"provider":"hubspot"}},"hubspot_delete_company":{"id":"hubspot_delete_company","name":"Delete Company from HubSpot","description":"Archive a company in HubSpot by ID (moves it to the recycling bin)","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"companyId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The numeric ID of the company to delete"}},"oauth":{"required":true,"provider":"hubspot"}},"hubspot_delete_contact":{"id":"hubspot_delete_contact","name":"Delete Contact from HubSpot","description":"Archive a contact in HubSpot by ID (moves it to the recycling bin)","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"contactId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The numeric ID of the contact to delete"}},"oauth":{"required":true,"provider":"hubspot"}},"hubspot_delete_deal":{"id":"hubspot_delete_deal","name":"Delete Deal from HubSpot","description":"Archive a deal in HubSpot by ID (moves it to the recycling bin)","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"dealId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The numeric ID of the deal to delete"}},"oauth":{"required":true,"provider":"hubspot"}},"hubspot_delete_line_item":{"id":"hubspot_delete_line_item","name":"Delete Line Item from HubSpot","description":"Archive a line item in HubSpot by ID (moves it to the recycling bin)","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"lineItemId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The numeric ID of the line item to delete"}},"oauth":{"required":true,"provider":"hubspot"}},"hubspot_delete_ticket":{"id":"hubspot_delete_ticket","name":"Delete Ticket from HubSpot","description":"Archive a ticket in HubSpot by ID (moves it to the recycling bin)","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"ticketId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The numeric ID of the ticket to delete"}},"oauth":{"required":true,"provider":"hubspot"}},"hubspot_get_appointment":{"id":"hubspot_get_appointment","name":"Get Appointment from HubSpot","description":"Retrieve a single appointment by ID from HubSpot","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"appointmentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The HubSpot appointment ID to retrieve"},"idProperty":{"type":"string","required":false,"visibility":"user-or-llm","description":"Property to use as unique identifier. If not specified, uses record ID"},"properties":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of HubSpot property names to return (e.g., \\"hs_appointment_name,hs_appointment_start\\")"},"associations":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of object types to retrieve associated IDs for (e.g., \\"contacts,companies\\")"}},"oauth":{"required":true,"provider":"hubspot"}},"hubspot_get_association_labels":{"id":"hubspot_get_association_labels","name":"Get Association Labels from HubSpot","description":"Retrieve the association types (category, typeId, label) defined between two HubSpot object types","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"objectType":{"type":"string","required":true,"visibility":"user-or-llm","description":"The source object type (e.g., \\"contacts\\", \\"companies\\", \\"deals\\")"},"toObjectType":{"type":"string","required":true,"visibility":"user-or-llm","description":"The target object type (e.g., \\"emails\\", \\"notes\\", \\"contacts\\")"}},"oauth":{"required":true,"provider":"hubspot"}},"hubspot_get_cart":{"id":"hubspot_get_cart","name":"Get Cart from HubSpot","description":"Retrieve a single cart by ID from HubSpot","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"cartId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The HubSpot cart ID to retrieve"},"properties":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of HubSpot property names to return"},"associations":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of object types to retrieve associated IDs for"}},"oauth":{"required":true,"provider":"hubspot"}},"hubspot_get_company":{"id":"hubspot_get_company","name":"Get Company from HubSpot","description":"Retrieve a single company by ID or domain from HubSpot","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"companyId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The HubSpot company ID (numeric string) or domain to retrieve"},"idProperty":{"type":"string","required":false,"visibility":"user-or-llm","description":"Property to use as unique identifier (e.g., \\"domain\\"). If not specified, uses record ID"},"properties":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of HubSpot property names to return (e.g., \\"name,domain,industry\\")"},"associations":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of object types to retrieve associated IDs for (e.g., \\"contacts,deals\\")"}},"oauth":{"required":true,"provider":"hubspot"}},"hubspot_get_contact":{"id":"hubspot_get_contact","name":"Get Contact from HubSpot","description":"Retrieve a single contact by ID or email from HubSpot","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"contactId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The HubSpot contact ID (numeric string) or email address to retrieve"},"idProperty":{"type":"string","required":false,"visibility":"user-or-llm","description":"Property to use as unique identifier (e.g., \\"email\\"). If not specified, uses record ID"},"properties":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of HubSpot property names to return (e.g., \\"email,firstname,lastname,phone\\")"},"associations":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of object types to retrieve associated IDs for (e.g., \\"companies,deals\\")"}},"oauth":{"required":true,"provider":"hubspot"}},"hubspot_get_deal":{"id":"hubspot_get_deal","name":"Get Deal from HubSpot","description":"Retrieve a single deal by ID from HubSpot","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"dealId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The HubSpot deal ID to retrieve"},"idProperty":{"type":"string","required":false,"visibility":"user-or-llm","description":"Property to use as unique identifier. If not specified, uses record ID"},"properties":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of HubSpot property names to return (e.g., \\"dealname,amount,dealstage\\")"},"associations":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of object types to retrieve associated IDs for (e.g., \\"contacts,companies\\")"}},"oauth":{"required":true,"provider":"hubspot"}},"hubspot_get_email":{"id":"hubspot_get_email","name":"Get Email from HubSpot","description":"Retrieve a single email engagement by ID from HubSpot (content requires the sales-email-read scope)","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"emailId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The HubSpot email engagement ID to retrieve"},"properties":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of HubSpot property names to return (e.g., \\"hs_email_subject,hs_email_text,hs_timestamp\\")"},"associations":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of object types to retrieve associated IDs for (e.g., \\"contacts,companies,deals\\")"}},"oauth":{"required":true,"provider":"hubspot"}},"hubspot_get_line_item":{"id":"hubspot_get_line_item","name":"Get Line Item from HubSpot","description":"Retrieve a single line item by ID from HubSpot","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"lineItemId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The HubSpot line item ID to retrieve"},"idProperty":{"type":"string","required":false,"visibility":"user-or-llm","description":"Property to use as unique identifier. If not specified, uses record ID"},"properties":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of HubSpot property names to return (e.g., \\"name,quantity,price,amount\\")"},"associations":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of object types to retrieve associated IDs for (e.g., \\"deals,quotes\\")"}},"oauth":{"required":true,"provider":"hubspot"}},"hubspot_get_list":{"id":"hubspot_get_list","name":"Get List from HubSpot","description":"Retrieve a single list by ID from HubSpot","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"listId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The HubSpot list ID to retrieve"}},"oauth":{"required":true,"provider":"hubspot"}},"hubspot_get_list_memberships":{"id":"hubspot_get_list_memberships","name":"Get List Members from HubSpot","description":"Retrieve the record IDs that are members of a HubSpot list, ordered by record ID","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"listId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the list to read members from"},"limit":{"type":"string","required":false,"visibility":"user-or-llm","description":"Maximum number of results per page (max 250, default 100)"},"after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor for next page of results (from previous response)"}},"oauth":{"required":true,"provider":"hubspot"}},"hubspot_get_marketing_event":{"id":"hubspot_get_marketing_event","name":"Get Marketing Event from HubSpot","description":"Retrieve a single marketing event by ID from HubSpot","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"eventId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The HubSpot marketing event objectId to retrieve"}},"oauth":{"required":true,"provider":"hubspot"}},"hubspot_get_note":{"id":"hubspot_get_note","name":"Get Note from HubSpot","description":"Retrieve a single note by ID from HubSpot","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"noteId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The HubSpot note ID to retrieve"},"properties":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of HubSpot property names to return (e.g., \\"hs_note_body,hs_timestamp,hubspot_owner_id\\")"},"associations":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of object types to retrieve associated IDs for (e.g., \\"contacts,companies,deals\\")"}},"oauth":{"required":true,"provider":"hubspot"}},"hubspot_get_properties":{"id":"hubspot_get_properties","name":"Get Properties from HubSpot","description":"Read property definitions and their enumeration (picklist) options for a HubSpot object type, e.g. the values for lifecyclestage or hs_lead_status on contacts","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"objectType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Object type to read properties for (e.g., \\"contacts\\", \\"companies\\", \\"deals\\", \\"tickets\\", \\"line_items\\", \\"quotes\\")"},"propertyName":{"type":"string","required":false,"visibility":"user-or-llm","description":"Internal name of a single property to retrieve (e.g., \\"hs_lead_status\\"). Omit to return all properties for the object type"},"archived":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to return only archived properties (default false)"}},"oauth":{"required":true,"provider":"hubspot"}},"hubspot_get_quote":{"id":"hubspot_get_quote","name":"Get Quote from HubSpot","description":"Retrieve a single quote by ID from HubSpot","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"quoteId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The HubSpot quote ID to retrieve"},"idProperty":{"type":"string","required":false,"visibility":"user-or-llm","description":"Property to use as unique identifier. If not specified, uses record ID"},"properties":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of HubSpot property names to return (e.g., \\"hs_title,hs_expiration_date,hs_status\\")"},"associations":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of object types to retrieve associated IDs for (e.g., \\"deals,line_items\\")"}},"oauth":{"required":true,"provider":"hubspot"}},"hubspot_get_ticket":{"id":"hubspot_get_ticket","name":"Get Ticket from HubSpot","description":"Retrieve a single ticket by ID from HubSpot","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"ticketId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The HubSpot ticket ID to retrieve"},"idProperty":{"type":"string","required":false,"visibility":"user-or-llm","description":"Property to use as unique identifier. If not specified, uses record ID"},"properties":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of HubSpot property names to return (e.g., \\"subject,content,hs_ticket_priority\\")"},"associations":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of object types to retrieve associated IDs for (e.g., \\"contacts,companies\\")"}},"oauth":{"required":true,"provider":"hubspot"}},"hubspot_get_users":{"id":"hubspot_get_users","name":"Get Users from HubSpot","description":"Retrieve all users from HubSpot account","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"limit":{"type":"string","required":false,"visibility":"user-or-llm","description":"Number of results to return (default: 10, max: 100)"},"after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor for next page of results (from previous response)"},"properties":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of HubSpot user property names to return (e.g., \\"hs_email,hs_given_name,hs_family_name\\")"}},"oauth":{"required":true,"provider":"hubspot"}},"hubspot_list_appointments":{"id":"hubspot_list_appointments","name":"List Appointments from HubSpot","description":"Retrieve all appointments from HubSpot account with pagination support","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"limit":{"type":"string","required":false,"visibility":"user-or-llm","description":"Maximum number of results per page (max 100, default 10)"},"after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor for next page of results (from previous response)"},"properties":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of HubSpot property names to return (e.g., \\"hs_appointment_name,hs_appointment_start\\")"},"associations":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of object types to retrieve associated IDs for (e.g., \\"contacts,companies\\")"}},"oauth":{"required":true,"provider":"hubspot"}},"hubspot_list_associations":{"id":"hubspot_list_associations","name":"List Associations in HubSpot","description":"List records of one object type associated with a given record, e.g. all emails or notes logged on a contact","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"objectType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Source object type (e.g., \\"contacts\\", \\"companies\\", \\"deals\\")"},"objectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the source record"},"toObjectType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Target object type to list associations to (e.g., \\"emails\\", \\"notes\\", \\"deals\\")"},"limit":{"type":"string","required":false,"visibility":"user-or-llm","description":"Maximum number of associated records per page (default 500)"},"after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor for next page (from previous response)"}},"oauth":{"required":true,"provider":"hubspot"}},"hubspot_list_carts":{"id":"hubspot_list_carts","name":"List Carts from HubSpot","description":"Retrieve all carts from HubSpot account with pagination support","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"limit":{"type":"string","required":false,"visibility":"user-or-llm","description":"Maximum number of results per page (max 100, default 10)"},"after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor for next page of results (from previous response)"},"properties":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of HubSpot property names to return"},"associations":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of object types to retrieve associated IDs for"}},"oauth":{"required":true,"provider":"hubspot"}},"hubspot_list_companies":{"id":"hubspot_list_companies","name":"List Companies from HubSpot","description":"Retrieve all companies from HubSpot account with pagination support","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot 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If not specified, uses record ID"},"properties":{"type":"object","required":true,"visibility":"user-or-llm","description":"Ticket properties to update as JSON object (e.g., {\\"subject\\": \\"Updated subject\\", \\"hs_ticket_priority\\": \\"HIGH\\"})"}},"oauth":{"required":true,"provider":"hubspot"}},"huggingface_chat":{"id":"huggingface_chat","name":"Hugging Face Chat","description":"Generate completions using Hugging Face Inference API","version":"1.0","params":{"systemPrompt":{"type":"string","required":false,"visibility":"user-or-llm","description":"System prompt to guide the model behavior"},"content":{"type":"string","required":true,"visibility":"user-or-llm","description":"The user message content to send to the model"},"provider":{"type":"string","required":true,"visibility":"user-only","description":"The provider to use for the API request (e.g., novita, cerebras, etc.)"},"model":{"type":"string","required":true,"visibility":"user-or-llm","description":"Model to use for chat completions (e.g., \\"deepseek/deepseek-v3-0324\\", \\"meta-llama/Llama-3.3-70B-Instruct\\")"},"maxTokens":{"type":"number","required":false,"visibility":"user-only","description":"Maximum number of tokens to generate"},"temperature":{"type":"number","required":false,"visibility":"user-only","description":"Sampling temperature (0-2). Higher values make output more random"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Hugging Face API token"}}},"hunter_companies_find":{"id":"hunter_companies_find","name":"Hunter Companies Find","description":"Enriches company data using domain name.","version":"1.0.0","params":{"domain":{"type":"string","required":true,"visibility":"user-or-llm","description":"Domain to find company data for (e.g., \\"stripe.com\\", \\"company.io\\")"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Hunter.io API Key"}}},"hunter_discover":{"id":"hunter_discover","name":"Hunter Discover","description":"Returns companies matching a set of criteria using Hunter.io AI-powered search.","version":"1.0.0","params":{"query":{"type":"string","required":false,"visibility":"user-or-llm","description":"Natural language search query for companies"},"domain":{"type":"string","required":false,"visibility":"user-or-llm","description":"Company domain name to filter by (e.g., \\"stripe.com\\", \\"company.io\\")"},"headcount":{"type":"string","required":false,"visibility":"user-or-llm","description":"Company size filter (e.g., \\"1-10\\", \\"11-50\\")"},"company_type":{"type":"string","required":false,"visibility":"user-or-llm","description":"Type of organization"},"technology":{"type":"string","required":false,"visibility":"user-or-llm","description":"Technology used by companies"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Hunter.io API Key"}}},"hunter_domain_search":{"id":"hunter_domain_search","name":"Hunter Domain Search","description":"Returns all the email addresses found using one given domain name, with sources.","version":"1.0.0","params":{"domain":{"type":"string","required":true,"visibility":"user-or-llm","description":"Domain name to search for email addresses (e.g., \\"stripe.com\\", \\"company.io\\")"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum email addresses to return (e.g., 10, 25, 50). 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Required if company not provided"},"company":{"type":"string","required":false,"visibility":"user-or-llm","description":"Company name to count emails for (e.g., \\"Stripe\\", \\"Acme Inc\\"). Required if domain not provided"},"type":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter for personal or generic emails only (e.g., \\"personal\\", \\"generic\\", \\"all\\")"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Hunter.io API Key"}}},"hunter_email_finder":{"id":"hunter_email_finder","name":"Hunter Email Finder","description":"Finds the most likely email address for a person given their name and company domain.","version":"1.0.0","params":{"domain":{"type":"string","required":true,"visibility":"user-or-llm","description":"Company domain name (e.g., \\"stripe.com\\", \\"company.io\\")"},"first_name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Person\'s first name (e.g., \\"John\\", \\"Sarah\\")"},"last_name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Person\'s last name (e.g., \\"Smith\\", 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attach"}}},"iam_create_access_key":{"id":"iam_create_access_key","name":"IAM Create Access Key","description":"Create a new access key pair for an IAM user","version":"1.0.0","params":{"region":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"accessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"secretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"userName":{"type":"string","required":false,"visibility":"user-or-llm","description":"The IAM user to create the key for (defaults to current user)"}}},"iam_create_role":{"id":"iam_create_role","name":"IAM Create Role","description":"Create a new IAM role with a trust policy","version":"1.0.0","params":{"region":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"accessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"secretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"roleName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name for the new IAM role (1-64 characters)"},"assumeRolePolicyDocument":{"type":"string","required":true,"visibility":"user-or-llm","description":"Trust policy JSON specifying who can assume this role"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Description of the role"},"path":{"type":"string","required":false,"visibility":"user-or-llm","description":"Path for the role (e.g., /application/), defaults to /"},"maxSessionDuration":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum session duration in seconds (3600-43200, default 3600)"}}},"iam_create_user":{"id":"iam_create_user","name":"IAM 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Costs 0.1 credit per verification (https://www.icypeas.com/pricing).","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Icypeas API key"},"email":{"type":"string","required":true,"visibility":"user-or-llm","description":"Email address to verify (e.g. john@stripe.com)"}}},"identity_center_check_assignment_deletion_status":{"id":"identity_center_check_assignment_deletion_status","name":"Identity Center Check Assignment Deletion Status","description":"Check the deprovisioning status of an account assignment deletion request","version":"1.0.0","params":{"region":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"accessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"secretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access 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Use a UUID or unique string."},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Name of the incident (e.g., \\"Database connection issues\\")"},"summary":{"type":"string","required":false,"visibility":"user-or-llm","description":"Brief summary of the incident (e.g., \\"Intermittent connection failures to primary database\\")"},"severity_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the severity level (e.g., \\"01FCNDV6P870EA6S7TK1DSYDG0\\")"},"incident_type_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"ID of the incident type"},"incident_status_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"ID of the initial incident status"},"visibility":{"type":"string","required":true,"visibility":"user-or-llm","description":"Visibility of the incident: \\"public\\" or \\"private\\" (required)"}}},"incidentio_incidents_list":{"id":"incidentio_incidents_list","name":"incident.io Incidents List","description":"List incidents from incident.io. Returns a list of incidents with their details including severity, status, and timestamps.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"},"page_size":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of incidents to return per page (e.g., 10, 25, 50). Default: 25"},"after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor to fetch the next page of results (e.g., \\"01FCNDV6P870EA6S7TK1DSYDG0\\")"},"sort_by":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort order for incidents: created_at_newest_first or created_at_oldest_first"},"filter_mode":{"type":"string","required":false,"visibility":"user-or-llm","description":"How to combine filters: all or any"}}},"incidentio_incidents_show":{"id":"incidentio_incidents_show","name":"incident.io Incidents Show","description":"Retrieve detailed information about a specific incident from incident.io by its ID. Returns full incident details including custom fields and role assignments.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"},"id":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the incident to retrieve (e.g., \\"01FCNDV6P870EA6S7TK1DSYDG0\\")"}}},"incidentio_incidents_update":{"id":"incidentio_incidents_update","name":"incident.io Incidents Update","description":"Update an existing incident in incident.io. Can update name, summary, severity, status, or type.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"},"id":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the incident to update (e.g., \\"01FCNDV6P870EA6S7TK1DSYDG0\\")"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Updated name of the incident (e.g., \\"Database connection issues\\")"},"summary":{"type":"string","required":false,"visibility":"user-or-llm","description":"Updated summary of the incident (e.g., \\"Intermittent connection failures to primary database\\")"},"severity_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"Updated severity ID for the incident (e.g., \\"01FCNDV6P870EA6S7TK1DSYDG0\\")"},"incident_status_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"Updated status ID for the incident (e.g., \\"01FCNDV6P870EA6S7TK1DSYDG0\\")"},"incident_type_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"Updated incident type ID"},"notify_incident_channel":{"type":"boolean","required":true,"visibility":"user-or-llm","description":"Whether to notify the incident channel about this update"}}},"incidentio_schedule_entries_list":{"id":"incidentio_schedule_entries_list","name":"List Schedule Entries","description":"List all entries for a specific schedule in incident.io","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"},"schedule_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the schedule to get entries for (e.g., \\"01FCNDV6P870EA6S7TK1DSYDG0\\")"},"entry_window_start":{"type":"string","required":false,"visibility":"user-or-llm","description":"Start date/time to filter entries in ISO 8601 format (e.g., \\"2024-01-15T09:00:00Z\\")"},"entry_window_end":{"type":"string","required":false,"visibility":"user-or-llm","description":"End date/time to filter entries in ISO 8601 format (e.g., \\"2024-01-22T09:00:00Z\\")"}}},"incidentio_schedule_overrides_create":{"id":"incidentio_schedule_overrides_create","name":"Create Schedule Override","description":"Create a new schedule override in incident.io","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"},"rotation_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the rotation to override (e.g., \\"01FCNDV6P870EA6S7TK1DSYDG0\\")"},"layer_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the layer this override applies to"},"schedule_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the schedule (e.g., \\"01FCNDV6P870EA6S7TK1DSYDG0\\")"},"user_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"The ID of the user to assign (provide one of: user_id, user_email, or user_slack_id)"},"user_email":{"type":"string","required":false,"visibility":"user-or-llm","description":"The email of the user to assign (provide one of: user_id, user_email, or user_slack_id)"},"user_slack_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"The Slack ID of the user to assign (provide one of: user_id, user_email, or user_slack_id)"},"start_at":{"type":"string","required":true,"visibility":"user-or-llm","description":"When the override starts in ISO 8601 format (e.g., \\"2024-01-15T09:00:00Z\\")"},"end_at":{"type":"string","required":true,"visibility":"user-or-llm","description":"When the override ends in ISO 8601 format (e.g., \\"2024-01-22T09:00:00Z\\")"}}},"incidentio_schedules_create":{"id":"incidentio_schedules_create","name":"Create Schedule","description":"Create a new schedule in incident.io","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name of the schedule (e.g., \\"Primary On-Call\\")"},"timezone":{"type":"string","required":true,"visibility":"user-or-llm","description":"Timezone for the schedule (e.g., America/New_York)"},"config":{"type":"string","required":true,"visibility":"user-or-llm","description":"Schedule configuration as JSON string with rotations. Example: {\\"rotations\\": [{\\"name\\": \\"Primary\\", \\"users\\": [{\\"id\\": \\"user_id\\"}], \\"handover_start_at\\": \\"2024-01-01T09:00:00Z\\", \\"handovers\\": [{\\"interval\\": 1, \\"interval_type\\": \\"weekly\\"}]}]}"}}},"incidentio_schedules_delete":{"id":"incidentio_schedules_delete","name":"Delete Schedule","description":"Delete a schedule in incident.io","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"},"id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the schedule to delete (e.g., \\"01FCNDV6P870EA6S7TK1DSYDG0\\")"}}},"incidentio_schedules_list":{"id":"incidentio_schedules_list","name":"List Schedules","description":"List all schedules in incident.io","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"},"page_size":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (e.g., 10, 25, 50). Default: 25"},"after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor to fetch the next page of results (e.g., \\"01FCNDV6P870EA6S7TK1DSYDG0\\")"}}},"incidentio_schedules_show":{"id":"incidentio_schedules_show","name":"Show Schedule","description":"Get details of a specific schedule in incident.io","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"},"id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the schedule (e.g., \\"01FCNDV6P870EA6S7TK1DSYDG0\\")"}}},"incidentio_schedules_update":{"id":"incidentio_schedules_update","name":"Update Schedule","description":"Update an existing schedule in incident.io","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"},"id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the schedule to update (e.g., \\"01FCNDV6P870EA6S7TK1DSYDG0\\")"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"New name for the schedule (e.g., \\"Primary On-Call\\")"},"timezone":{"type":"string","required":false,"visibility":"user-or-llm","description":"New timezone for the schedule (e.g., America/New_York)"},"config":{"type":"string","required":false,"visibility":"user-or-llm","description":"Schedule configuration as JSON string with rotations. Example: {\\"rotations\\": [{\\"name\\": \\"Primary\\", \\"users\\": [{\\"id\\": \\"user_id\\"}], \\"handover_start_at\\": \\"2024-01-01T09:00:00Z\\", \\"handovers\\": [{\\"interval\\": 1, \\"interval_type\\": \\"weekly\\"}]}]}"}}},"incidentio_severities_list":{"id":"incidentio_severities_list","name":"Incident.io Severities List","description":"List all severity levels configured in your Incident.io workspace. Returns severity details including id, name, description, and rank.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Incident.io API Key"}}},"incidentio_users_list":{"id":"incidentio_users_list","name":"Incident.io Users List","description":"List all users in your Incident.io workspace. Returns user details including id, name, email, and role.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Incident.io API Key"},"page_size":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to return per page (e.g., 10, 25, 50). Default: 25"},"after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor to fetch the next page of results"},"email":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter users by email address"},"slack_user_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter users by Slack user ID"}}},"incidentio_users_show":{"id":"incidentio_users_show","name":"Incident.io Users Show","description":"Get detailed information about a specific user in your Incident.io workspace by their ID.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Incident.io API Key"},"id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The unique identifier of the user to retrieve (e.g., \\"01FCNDV6P870EA6S7TK1DSYDG0\\")"}}},"incidentio_workflows_create":{"id":"incidentio_workflows_create","name":"incident.io Workflows Create","description":"Create a new workflow in incident.io.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name of the workflow (e.g., \\"Notify on Critical Incidents\\")"},"folder":{"type":"string","required":false,"visibility":"user-or-llm","description":"Folder to organize the workflow in"},"state":{"type":"string","required":false,"visibility":"user-or-llm","description":"State of the workflow (active, draft, or disabled)","default":"draft"},"trigger":{"type":"string","required":false,"visibility":"user-or-llm","description":"Trigger type for the workflow (e.g., \\"incident.updated\\", \\"incident.created\\")","default":"incident.updated"},"steps":{"type":"string","required":false,"visibility":"user-or-llm","description":"Array of workflow steps as JSON string. Example: [{\\"label\\": \\"Notify team\\", \\"name\\": \\"slack.post_message\\"}]","default":"[]"},"condition_groups":{"type":"string","required":false,"visibility":"user-or-llm","description":"Array of condition groups as JSON string to control when the workflow runs. Example: [{\\"conditions\\": [{\\"operation\\": \\"one_of\\", \\"param_bindings\\": [], \\"subject\\": \\"incident.severity\\"}]}]","default":"[]"},"runs_on_incidents":{"type":"string","required":false,"visibility":"user-or-llm","description":"When to run the workflow: \\"newly_created\\" (only new incidents), \\"newly_created_and_active\\" (new and active incidents), \\"active\\" (only active incidents), or \\"all\\" (all incidents)","default":"newly_created"},"runs_on_incident_modes":{"type":"string","required":false,"visibility":"user-or-llm","description":"Array of incident modes to run on as JSON string. Example: [\\"standard\\", \\"retrospective\\"]","default":"[\\"standard\\"]"},"include_private_incidents":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to include private incidents","default":true},"continue_on_step_error":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to continue executing subsequent steps if a step fails","default":false},"once_for":{"type":"string","required":false,"visibility":"user-or-llm","description":"Array of fields to ensure the workflow runs only once per unique combination of these fields, as JSON string. Example: [\\"incident.id\\"]","default":"[]"},"expressions":{"type":"string","required":false,"visibility":"user-or-llm","description":"Array of workflow expressions as JSON string for advanced workflow logic. Example: [{\\"label\\": \\"My expression\\", \\"operations\\": []}]","default":"[]"},"delay":{"type":"string","required":false,"visibility":"user-or-llm","description":"Delay configuration as JSON string. Example: {\\"for_seconds\\": 60, \\"conditions_apply_over_delay\\": false}"}}},"incidentio_workflows_delete":{"id":"incidentio_workflows_delete","name":"incident.io Workflows Delete","description":"Delete a workflow in incident.io.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"},"id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the workflow to delete (e.g., \\"01FCNDV6P870EA6S7TK1DSYDG0\\")"}}},"incidentio_workflows_list":{"id":"incidentio_workflows_list","name":"incident.io Workflows List","description":"List all workflows in your incident.io workspace.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"}}},"incidentio_workflows_show":{"id":"incidentio_workflows_show","name":"incident.io Workflows Show","description":"Get details of a specific workflow in incident.io.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"},"id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the workflow to retrieve (e.g., \\"01FCNDV6P870EA6S7TK1DSYDG0\\")"},"skip_step_upgrades":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Skip workflow step upgrades when existing workflow step parameters changed"}}},"incidentio_workflows_update":{"id":"incidentio_workflows_update","name":"incident.io Workflows Update","description":"Update an existing workflow in incident.io.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"},"id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the workflow to update (e.g., \\"01FCNDV6P870EA6S7TK1DSYDG0\\")"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"New name for the workflow (e.g., \\"Notify on Critical Incidents\\")"},"steps":{"type":"string","required":true,"visibility":"user-or-llm","description":"Complete array of workflow steps as a JSON string"},"condition_groups":{"type":"string","required":true,"visibility":"user-or-llm","description":"Complete array of workflow condition groups as a JSON string"},"runs_on_incidents":{"type":"string","required":true,"visibility":"user-or-llm","description":"When to run the workflow: newly_created, newly_created_and_active, active, or all"},"runs_on_incident_modes":{"type":"string","required":true,"visibility":"user-or-llm","description":"Complete array of incident modes to run on as a JSON string"},"include_private_incidents":{"type":"boolean","required":true,"visibility":"user-or-llm","description":"Whether to include private incidents"},"continue_on_step_error":{"type":"boolean","required":true,"visibility":"user-or-llm","description":"Whether to continue executing subsequent steps if a step fails"},"once_for":{"type":"string","required":true,"visibility":"user-or-llm","description":"Complete array of fields that make the workflow run once as a JSON string"},"expressions":{"type":"string","required":true,"visibility":"user-or-llm","description":"Complete array of workflow expressions as a JSON string"},"state":{"type":"string","required":false,"visibility":"user-or-llm","description":"New state for the workflow (active, draft, or disabled)"},"folder":{"type":"string","required":false,"visibility":"user-or-llm","description":"New folder for the workflow"},"delay":{"type":"string","required":false,"visibility":"user-or-llm","description":"Delay configuration as a JSON string"}}},"infisical_create_secret":{"id":"infisical_create_secret","name":"Infisical Create Secret","description":"Create a new secret in a project environment.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Infisical API token"},"baseUrl":{"type":"string","required":false,"visibility":"user-or-llm","description":"Infisical instance URL (default: \\"https://us.infisical.com\\"). Use \\"https://eu.infisical.com\\" for EU Cloud or your self-hosted URL."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the project"},"environment":{"type":"string","required":true,"visibility":"user-or-llm","description":"The environment slug (e.g., \\"dev\\", \\"staging\\", \\"prod\\")"},"secretName":{"type":"string","required":true,"visibility":"user-or-llm","description":"The name of the secret to create"},"secretValue":{"type":"string","required":true,"visibility":"user-or-llm","description":"The value of the secret"},"secretPath":{"type":"string","required":false,"visibility":"user-or-llm","description":"The path for the secret (default: \\"/\\")"},"secretComment":{"type":"string","required":false,"visibility":"user-or-llm","description":"A comment for the secret"},"type":{"type":"string","required":false,"visibility":"user-or-llm","description":"Secret type: \\"shared\\" or \\"personal\\" (default: \\"shared\\")"},"tagIds":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated tag IDs to attach to the secret"}}},"infisical_delete_secret":{"id":"infisical_delete_secret","name":"Infisical Delete Secret","description":"Delete a secret from a project environment.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Infisical API token"},"baseUrl":{"type":"string","required":false,"visibility":"user-or-llm","description":"Infisical instance URL (default: \\"https://us.infisical.com\\"). Use \\"https://eu.infisical.com\\" for EU Cloud or your self-hosted URL."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the project"},"environment":{"type":"string","required":true,"visibility":"user-or-llm","description":"The environment slug (e.g., \\"dev\\", \\"staging\\", \\"prod\\")"},"secretName":{"type":"string","required":true,"visibility":"user-or-llm","description":"The name of the secret to delete"},"secretPath":{"type":"string","required":false,"visibility":"user-or-llm","description":"The path of the secret (default: \\"/\\")"},"type":{"type":"string","required":false,"visibility":"user-or-llm","description":"Secret type: \\"shared\\" or \\"personal\\" (default: \\"shared\\")"}}},"infisical_get_secret":{"id":"infisical_get_secret","name":"Infisical Get Secret","description":"Retrieve a single secret by name from a project environment.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Infisical API token"},"baseUrl":{"type":"string","required":false,"visibility":"user-or-llm","description":"Infisical instance URL (default: \\"https://us.infisical.com\\"). Use \\"https://eu.infisical.com\\" for EU Cloud or your self-hosted URL."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the project"},"environment":{"type":"string","required":true,"visibility":"user-or-llm","description":"The environment slug (e.g., \\"dev\\", \\"staging\\", \\"prod\\")"},"secretName":{"type":"string","required":true,"visibility":"user-or-llm","description":"The name of the secret to retrieve"},"secretPath":{"type":"string","required":false,"visibility":"user-or-llm","description":"The path of the secret (default: \\"/\\")"},"version":{"type":"number","required":false,"visibility":"user-or-llm","description":"Specific version of the secret to retrieve"},"type":{"type":"string","required":false,"visibility":"user-or-llm","description":"Secret type: \\"shared\\" or \\"personal\\" (default: \\"shared\\")"},"viewSecretValue":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to include the secret value in the response (default: true)"},"expandSecretReferences":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to expand secret references (default: true)"}}},"infisical_list_secrets":{"id":"infisical_list_secrets","name":"Infisical List Secrets","description":"List all secrets in a project environment. Returns secret keys, values, comments, tags, and metadata.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Infisical API token"},"baseUrl":{"type":"string","required":false,"visibility":"user-or-llm","description":"Infisical instance URL (default: \\"https://us.infisical.com\\"). Use \\"https://eu.infisical.com\\" for EU Cloud or your self-hosted URL."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the project to list secrets from"},"environment":{"type":"string","required":true,"visibility":"user-or-llm","description":"The environment slug (e.g., \\"dev\\", \\"staging\\", \\"prod\\")"},"secretPath":{"type":"string","required":false,"visibility":"user-or-llm","description":"The path of the secrets (default: \\"/\\")"},"recursive":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to fetch secrets recursively from subdirectories"},"expandSecretReferences":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to expand secret references (default: true)"},"viewSecretValue":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to include secret values in the response (default: true)"},"includeImports":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to include imported secrets (default: true)"},"tagSlugs":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated tag slugs to filter secrets by"}}},"infisical_update_secret":{"id":"infisical_update_secret","name":"Infisical Update Secret","description":"Update an existing secret in a project environment.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Infisical API token"},"baseUrl":{"type":"string","required":false,"visibility":"user-or-llm","description":"Infisical instance URL (default: \\"https://us.infisical.com\\"). Use \\"https://eu.infisical.com\\" for EU Cloud or your self-hosted URL."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the project"},"environment":{"type":"string","required":true,"visibility":"user-or-llm","description":"The environment slug (e.g., \\"dev\\", \\"staging\\", \\"prod\\")"},"secretName":{"type":"string","required":true,"visibility":"user-or-llm","description":"The name of the secret to update"},"secretValue":{"type":"string","required":false,"visibility":"user-or-llm","description":"The new value for the secret"},"secretPath":{"type":"string","required":false,"visibility":"user-or-llm","description":"The path of the secret (default: \\"/\\")"},"secretComment":{"type":"string","required":false,"visibility":"user-or-llm","description":"A comment for the secret"},"newSecretName":{"type":"string","required":false,"visibility":"user-or-llm","description":"New name for the secret (to rename it)"},"type":{"type":"string","required":false,"visibility":"user-or-llm","description":"Secret type: \\"shared\\" or \\"personal\\" (default: \\"shared\\")"},"tagIds":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated tag IDs to set on the secret"}}},"instagram_delete_comment":{"id":"instagram_delete_comment","name":"Instagram Delete Comment","description":"Delete a comment on Instagram media","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Instagram API"},"commentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Comment id to delete"}},"oauth":{"required":true,"provider":"instagram"}},"instagram_download_media":{"id":"instagram_download_media","name":"Instagram Download Media","description":"Download Instagram media into canonical User Files for downstream file inputs (100 MB max per 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visitor"},"enrichment_status":{"type":"number","required":false,"visibility":"user-or-llm","description":"Enrichment status filter"},"esg_code":{"type":"string","required":false,"visibility":"user-or-llm","description":"Email security gateway code filter"}}},"instantly_patch_campaign":{"id":"instantly_patch_campaign","name":"Instantly Patch Campaign","description":"Updates documented Instantly V2 campaign fields.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Instantly API key with the required V2 scopes"},"campaignId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Campaign ID"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Campaign name"},"campaign_schedule":{"type":"json","required":false,"visibility":"user-or-llm","description":"Campaign schedule object with schedules array"},"sequences":{"type":"array","required":false,"visibility":"user-or-llm","description":"Campaign sequence definitions","items":{"type":"object","description":"Sequence object"}},"email_list":{"type":"array","required":false,"visibility":"user-or-llm","description":"Sending email accounts","items":{"type":"string","description":"Email address"}},"daily_limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Daily sending limit"},"daily_max_leads":{"type":"number","required":false,"visibility":"user-or-llm","description":"Daily maximum new leads to contact"},"open_tracking":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to track opens"},"stop_on_reply":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to stop the campaign on reply"},"link_tracking":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to track links"},"text_only":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the campaign is text only"},"email_gap":{"type":"number","required":false,"visibility":"user-or-llm","description":"Gap between emails in minutes"},"pl_value":{"type":"number","required":false,"visibility":"user-or-llm","description":"Value of every positive lead"}}},"instantly_patch_lead":{"id":"instantly_patch_lead","name":"Instantly Patch Lead","description":"Updates fields on an existing Instantly V2 lead.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Instantly API key with the required V2 scopes"},"leadId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Lead ID"},"first_name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Lead first name"},"last_name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Lead last name"},"company_name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Lead company name"},"job_title":{"type":"string","required":false,"visibility":"user-or-llm","description":"Lead job title"},"phone":{"type":"string","required":false,"visibility":"user-or-llm","description":"Lead phone number"},"website":{"type":"string","required":false,"visibility":"user-or-llm","description":"Lead website"},"personalization":{"type":"string","required":false,"visibility":"user-or-llm","description":"Lead personalization text"},"lt_interest_status":{"type":"number","required":false,"visibility":"user-or-llm","description":"Lead interest status value"},"pl_value_lead":{"type":"string","required":false,"visibility":"user-or-llm","description":"Potential value of the lead"},"assigned_to":{"type":"string","required":false,"visibility":"user-or-llm","description":"ID of the user assigned to the lead"},"custom_variables":{"type":"json","required":false,"visibility":"user-or-llm","description":"Custom variable object with string, number, boolean, or null values"}}},"instantly_pause_campaign":{"id":"instantly_pause_campaign","name":"Instantly Pause Campaign","description":"Pauses a running Instantly V2 campaign, stopping further email sends.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Instantly API key with the required V2 scopes"},"campaignId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Campaign ID"}}},"instantly_reply_to_email":{"id":"instantly_reply_to_email","name":"Instantly Reply To Email","description":"Sends an Instantly V2 reply to an existing Unibox email.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Instantly API key with the required V2 scopes"},"eaccount":{"type":"string","required":true,"visibility":"user-or-llm","description":"Connected email account used to send the reply"},"reply_to_uuid":{"type":"string","required":true,"visibility":"user-or-llm","description":"Email ID to reply to"},"subject":{"type":"string","required":true,"visibility":"user-or-llm","description":"Reply subject"},"body":{"type":"json","required":true,"visibility":"user-or-llm","description":"Reply body object with text and/or html"},"cc_address_email_list":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated CC email addresses"},"bcc_address_email_list":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated BCC email addresses"}}},"instantly_update_lead_interest_status":{"id":"instantly_update_lead_interest_status","name":"Instantly Update Lead Interest Status","description":"Submits an Instantly V2 background job to update a lead interest status.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Instantly API key with the required V2 scopes"},"lead_email":{"type":"string","required":true,"visibility":"user-or-llm","description":"Lead email address"},"interest_value":{"type":"number","required":false,"visibility":"user-or-llm","description":"Interest status value. Leave empty in the block or pass null to reset to Lead."},"campaign_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"Campaign ID for the lead"},"list_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"Lead list ID for the lead"},"ai_interest_value":{"type":"number","required":false,"visibility":"user-or-llm","description":"AI interest value to set for the lead"},"disable_auto_interest":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to disable auto interest"}}},"intercom_assign_conversation_v2":{"id":"intercom_assign_conversation_v2","name":"Assign Conversation in Intercom","description":"Assign a conversation to an admin or team in Intercom","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"conversationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the conversation to assign"},"admin_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the admin performing the assignment"},"assignee_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the admin or team to assign the conversation to. Set to \\"0\\" to unassign."},"body":{"type":"string","required":false,"visibility":"user-or-llm","description":"Optional message to add when assigning (e.g., \\"Passing to the support team\\")"}}},"intercom_attach_contact_to_company_v2":{"id":"intercom_attach_contact_to_company_v2","name":"Attach Contact to Company in Intercom","description":"Attach a contact to a company in Intercom","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"contactId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the contact to attach to the company"},"companyId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the company to attach the contact to"}}},"intercom_close_conversation_v2":{"id":"intercom_close_conversation_v2","name":"Close Conversation in Intercom","description":"Close a conversation in Intercom","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"conversationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the conversation to close"},"admin_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the admin performing the action"},"body":{"type":"string","required":false,"visibility":"user-or-llm","description":"Optional closing message to add to the conversation"}}},"intercom_create_company":{"id":"intercom_create_company","name":"Create Company in Intercom","description":"Create or update a company in Intercom","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"company_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"Your unique identifier for the company"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"The name of the company"},"website":{"type":"string","required":false,"visibility":"user-or-llm","description":"The company website"},"plan":{"type":"string","required":false,"visibility":"user-or-llm","description":"The company plan name"},"size":{"type":"number","required":false,"visibility":"user-or-llm","description":"The number of employees in the company"},"industry":{"type":"string","required":false,"visibility":"user-or-llm","description":"The industry the company operates in"},"monthly_spend":{"type":"number","required":false,"visibility":"user-or-llm","description":"How much revenue the company generates for your business. Note: This field truncates floats to whole integers (e.g., 155.98 becomes 155)"},"custom_attributes":{"type":"string","required":false,"visibility":"user-or-llm","description":"Custom attributes as JSON object"},"remote_created_at":{"type":"number","required":false,"visibility":"user-or-llm","description":"The time the company was created by you as a Unix timestamp"}}},"intercom_create_company_v2":{"id":"intercom_create_company_v2","name":"Create Company in Intercom","description":"Create or update a company in Intercom","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"company_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"Your unique identifier for the company"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"The name of the company"},"website":{"type":"string","required":false,"visibility":"user-or-llm","description":"The company website"},"plan":{"type":"string","required":false,"visibility":"user-or-llm","description":"The company plan name"},"size":{"type":"number","required":false,"visibility":"user-or-llm","description":"The number of employees in the company"},"industry":{"type":"string","required":false,"visibility":"user-or-llm","description":"The industry the company operates in"},"monthly_spend":{"type":"number","required":false,"visibility":"user-or-llm","description":"How much revenue the company generates for your business. Note: This field truncates floats to whole integers (e.g., 155.98 becomes 155)"},"custom_attributes":{"type":"string","required":false,"visibility":"user-or-llm","description":"Custom attributes as JSON object"},"remote_created_at":{"type":"number","required":false,"visibility":"user-or-llm","description":"The time the company was created by you as a Unix timestamp"}}},"intercom_create_contact":{"id":"intercom_create_contact","name":"Create Contact in Intercom","description":"Create a new contact in Intercom with email, external_id, or role","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"role":{"type":"string","required":false,"visibility":"user-or-llm","description":"The role of the contact. Accepts \'user\' or \'lead\'. Defaults to \'lead\' if not specified."},"email":{"type":"string","required":false,"visibility":"user-or-llm","description":"The contact\'s email address"},"external_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"A unique identifier for the contact provided by the client"},"phone":{"type":"string","required":false,"visibility":"user-or-llm","description":"The contact\'s phone number"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"The contact\'s name"},"avatar":{"type":"string","required":false,"visibility":"user-or-llm","description":"An avatar image URL for the contact"},"signed_up_at":{"type":"number","required":false,"visibility":"user-or-llm","description":"The time the user signed up as a Unix timestamp"},"last_seen_at":{"type":"number","required":false,"visibility":"user-or-llm","description":"The time the user was last seen as a Unix timestamp"},"owner_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"The id of an admin that has been assigned account ownership of the contact"},"unsubscribed_from_emails":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the contact is unsubscribed from emails"},"custom_attributes":{"type":"string","required":false,"visibility":"user-or-llm","description":"Custom attributes as JSON object (e.g., {\\"attribute_name\\": \\"value\\"})"},"company_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"Company ID to associate the contact with during creation"}}},"intercom_create_contact_v2":{"id":"intercom_create_contact_v2","name":"Create Contact in Intercom","description":"Create a new contact in Intercom with email, external_id, or role. Returns API-aligned fields only.","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"role":{"type":"string","required":false,"visibility":"user-or-llm","description":"The role of the contact. Accepts \'user\' or \'lead\'. Defaults to \'lead\' if not specified."},"email":{"type":"string","required":false,"visibility":"user-or-llm","description":"The contact\'s email address"},"external_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"A unique identifier for the contact provided by the client"},"phone":{"type":"string","required":false,"visibility":"user-or-llm","description":"The contact\'s phone number"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"The contact\'s name"},"avatar":{"type":"string","required":false,"visibility":"user-or-llm","description":"An avatar image URL for the contact"},"signed_up_at":{"type":"number","required":false,"visibility":"user-or-llm","description":"The time the user signed up as a Unix timestamp"},"last_seen_at":{"type":"number","required":false,"visibility":"user-or-llm","description":"The time the user was last seen as a Unix timestamp"},"owner_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"The id of an admin that has been assigned account ownership of the contact"},"unsubscribed_from_emails":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the contact is unsubscribed from emails"},"custom_attributes":{"type":"string","required":false,"visibility":"user-or-llm","description":"Custom attributes as JSON object (e.g., {\\"attribute_name\\": \\"value\\"})"},"company_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"Company ID to associate the contact with during creation"}}},"intercom_create_event_v2":{"id":"intercom_create_event_v2","name":"Create Event in Intercom","description":"Track a custom event for a contact in Intercom","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"event_name":{"type":"string","required":true,"visibility":"user-or-llm","description":"The name of the event (e.g., \\"order-completed\\"). Use past-tense verb-noun format for readability."},"created_at":{"type":"number","required":false,"visibility":"user-or-llm","description":"Unix timestamp for when the event occurred. Strongly recommended for uniqueness."},"user_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"Your identifier for the user (external_id)"},"email":{"type":"string","required":false,"visibility":"user-or-llm","description":"Email address of the user. Use only if your app uses email to uniquely identify users."},"id":{"type":"string","required":false,"visibility":"user-or-llm","description":"The Intercom contact ID"},"metadata":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON object with up to 10 metadata key-value pairs about the event (e.g., {\\"order_value\\": 99.99})"}}},"intercom_create_message":{"id":"intercom_create_message","name":"Create Message in Intercom","description":"Create and send a new admin-initiated message in Intercom","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"message_type":{"type":"string","required":true,"visibility":"user-or-llm","description":"Message type: \\"inapp\\" for in-app messages or \\"email\\" for email messages"},"template":{"type":"string","required":true,"visibility":"user-or-llm","description":"Message template style: \\"plain\\" for plain text or \\"personal\\" for personalized style"},"subject":{"type":"string","required":false,"visibility":"user-or-llm","description":"The subject of the message (for email type)"},"body":{"type":"string","required":true,"visibility":"user-or-llm","description":"The body of the message"},"from_type":{"type":"string","required":true,"visibility":"user-or-llm","description":"Sender type: \\"admin\\""},"from_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the admin sending the message"},"to_type":{"type":"string","required":true,"visibility":"user-or-llm","description":"Recipient type: \\"contact\\""},"to_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the contact receiving the message"},"created_at":{"type":"number","required":false,"visibility":"user-or-llm","description":"Unix timestamp for when the message was created. If not provided, current time is used."}}},"intercom_create_message_v2":{"id":"intercom_create_message_v2","name":"Create Message in Intercom","description":"Create and send a new admin-initiated message in Intercom. Returns API-aligned fields only.","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"message_type":{"type":"string","required":true,"visibility":"user-or-llm","description":"Message type: \\"inapp\\" for in-app messages or \\"email\\" for email messages"},"template":{"type":"string","required":true,"visibility":"user-or-llm","description":"Message template style: \\"plain\\" for plain text or \\"personal\\" for personalized style"},"subject":{"type":"string","required":false,"visibility":"user-or-llm","description":"The subject of the message (for email type)"},"body":{"type":"string","required":true,"visibility":"user-or-llm","description":"The body of the message"},"from_type":{"type":"string","required":true,"visibility":"user-or-llm","description":"Sender type: \\"admin\\""},"from_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the admin sending the message"},"to_type":{"type":"string","required":true,"visibility":"user-or-llm","description":"Recipient type: \\"contact\\""},"to_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the contact receiving the message"},"created_at":{"type":"number","required":false,"visibility":"user-or-llm","description":"Unix timestamp for when the message was created. If not provided, current time is used."}}},"intercom_create_note_v2":{"id":"intercom_create_note_v2","name":"Create Note in Intercom","description":"Add a note to a specific contact","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"contactId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the contact to add the note to"},"body":{"type":"string","required":true,"visibility":"user-or-llm","description":"The text content of the note"},"admin_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"The ID of the admin creating the note"}}},"intercom_create_tag_v2":{"id":"intercom_create_tag_v2","name":"Create Tag in Intercom","description":"Create a new tag or update an existing tag name","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"The name of the tag. Will create a new tag if not found, or update the name if id is provided."},"id":{"type":"string","required":false,"visibility":"user-or-llm","description":"The ID of an existing tag to update. Omit to create a new tag."}}},"intercom_create_ticket":{"id":"intercom_create_ticket","name":"Create Ticket in Intercom","description":"Create a new ticket in Intercom","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"ticket_type_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the ticket type"},"contacts":{"type":"string","required":true,"visibility":"user-or-llm","description":"JSON array of contact identifiers (e.g., [{\\"id\\": \\"contact_id\\"}])"},"ticket_attributes":{"type":"string","required":true,"visibility":"user-or-llm","description":"JSON object with ticket attributes including _default_title_ and _default_description_"},"company_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"Company ID to associate the ticket with"},"created_at":{"type":"number","required":false,"visibility":"user-or-llm","description":"Unix timestamp for when the ticket was created. If not provided, current time is used."},"conversation_to_link_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"ID of an existing conversation to link to this ticket"},"disable_notifications":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"When true, suppresses notifications when the ticket is created"}}},"intercom_create_ticket_v2":{"id":"intercom_create_ticket_v2","name":"Create Ticket in Intercom","description":"Create a new ticket in Intercom. Returns API-aligned fields only.","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"ticket_type_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the ticket type"},"contacts":{"type":"string","required":true,"visibility":"user-or-llm","description":"JSON array of contact identifiers (e.g., [{\\"id\\": \\"contact_id\\"}])"},"ticket_attributes":{"type":"string","required":true,"visibility":"user-or-llm","description":"JSON object with ticket attributes including _default_title_ and _default_description_"},"company_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"Company ID to associate the ticket with"},"created_at":{"type":"number","required":false,"visibility":"user-or-llm","description":"Unix timestamp for when the ticket was created. If not provided, current time is used."},"conversation_to_link_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"ID of an existing conversation to link to this ticket"},"disable_notifications":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"When true, suppresses notifications when the ticket is created"}}},"intercom_delete_contact":{"id":"intercom_delete_contact","name":"Delete Contact from Intercom","description":"Delete a contact from Intercom by ID","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"contactId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Contact ID to delete"}}},"intercom_delete_contact_v2":{"id":"intercom_delete_contact_v2","name":"Delete Contact from Intercom","description":"Delete a contact from Intercom by ID. Returns API-aligned fields only.","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"contactId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Contact ID to delete"}}},"intercom_detach_contact_from_company_v2":{"id":"intercom_detach_contact_from_company_v2","name":"Detach Contact from Company in Intercom","description":"Remove a contact from a company in Intercom","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"contactId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the contact to detach from the company"},"companyId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the company to detach the contact from"}}},"intercom_get_company":{"id":"intercom_get_company","name":"Get Company from Intercom","description":"Retrieve a single company by ID from Intercom","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"companyId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Company ID to retrieve"}}},"intercom_get_company_v2":{"id":"intercom_get_company_v2","name":"Get Company from Intercom","description":"Retrieve a single company by ID from Intercom","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"companyId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Company ID to retrieve"}}},"intercom_get_contact":{"id":"intercom_get_contact","name":"Get Single Contact from Intercom","description":"Get a single contact by ID from Intercom","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"contactId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Contact ID to retrieve"}}},"intercom_get_contact_v2":{"id":"intercom_get_contact_v2","name":"Get Single Contact from Intercom","description":"Get a single contact by ID from Intercom. Returns API-aligned fields only.","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"contactId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Contact ID to retrieve"}}},"intercom_get_conversation":{"id":"intercom_get_conversation","name":"Get Conversation from Intercom","description":"Retrieve a single conversation by ID from Intercom","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"conversationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Conversation ID to retrieve"},"display_as":{"type":"string","required":false,"visibility":"user-or-llm","description":"Set to \\"plaintext\\" to retrieve messages in plain text"},"include_translations":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"When true, conversation parts will be translated to the detected language of the conversation"}}},"intercom_get_conversation_v2":{"id":"intercom_get_conversation_v2","name":"Get Conversation from Intercom","description":"Retrieve a single conversation by ID from Intercom","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"conversationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Conversation ID to retrieve"},"display_as":{"type":"string","required":false,"visibility":"user-or-llm","description":"Set to \\"plaintext\\" to retrieve messages in plain text"},"include_translations":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"When true, conversation parts will be translated to the detected language of the conversation"}}},"intercom_get_ticket":{"id":"intercom_get_ticket","name":"Get Ticket from Intercom","description":"Retrieve a single ticket by ID from Intercom","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"ticketId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Ticket ID to retrieve"}}},"intercom_get_ticket_v2":{"id":"intercom_get_ticket_v2","name":"Get Ticket from Intercom","description":"Retrieve a single ticket by ID from Intercom. Returns API-aligned fields only.","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"ticketId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Ticket ID to retrieve"}}},"intercom_list_admins_v2":{"id":"intercom_list_admins_v2","name":"List Admins from Intercom","description":"Fetch a list of all admins for the workspace","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"}}},"intercom_list_companies":{"id":"intercom_list_companies","name":"List Companies from Intercom","description":"List all companies from Intercom with pagination support. Note: This endpoint has a limit of 10,000 companies that can be returned using pagination. For datasets larger than 10,000 companies, use the Scroll API instead.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"per_page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number"},"starting_after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor for pagination (preferred over page-based pagination)"}}},"intercom_list_companies_v2":{"id":"intercom_list_companies_v2","name":"List Companies from Intercom","description":"List all companies from Intercom with pagination support. Note: This endpoint has a limit of 10,000 companies that can be returned using pagination. For datasets larger than 10,000 companies, use the Scroll API instead.","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"per_page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number"},"starting_after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor for pagination (preferred over page-based pagination)"}}},"intercom_list_contacts":{"id":"intercom_list_contacts","name":"List Contacts from Intercom","description":"List all contacts from Intercom with pagination support","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"per_page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (max: 150)"},"starting_after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor for pagination - ID to start after"}}},"intercom_list_contacts_v2":{"id":"intercom_list_contacts_v2","name":"List Contacts from Intercom","description":"List all contacts from Intercom with pagination support","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"per_page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (max: 150)"},"starting_after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor for pagination - ID to start after"}}},"intercom_list_conversations":{"id":"intercom_list_conversations","name":"List Conversations from Intercom","description":"List all conversations from Intercom with pagination support","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"per_page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (max: 150)"},"starting_after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor for pagination"},"sort":{"type":"string","required":false,"visibility":"user-or-llm","description":"Field to sort by (e.g., \\"waiting_since\\", \\"updated_at\\", \\"created_at\\")"},"order":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort order: \\"asc\\" (ascending) or \\"desc\\" (descending)"}}},"intercom_list_conversations_v2":{"id":"intercom_list_conversations_v2","name":"List Conversations from Intercom","description":"List all conversations from Intercom with pagination support","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"per_page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (max: 150)"},"starting_after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor for pagination"},"sort":{"type":"string","required":false,"visibility":"user-or-llm","description":"Field to sort by (e.g., \\"waiting_since\\", \\"updated_at\\", \\"created_at\\")"},"order":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort order: \\"asc\\" (ascending) or \\"desc\\" (descending)"}}},"intercom_list_tags_v2":{"id":"intercom_list_tags_v2","name":"List Tags from Intercom","description":"Fetch a list of all tags in the workspace","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"}}},"intercom_open_conversation_v2":{"id":"intercom_open_conversation_v2","name":"Open Conversation in Intercom","description":"Open a closed or snoozed conversation in Intercom","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"conversationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the conversation to open"},"admin_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the admin performing the action"}}},"intercom_reply_conversation":{"id":"intercom_reply_conversation","name":"Reply to Conversation in Intercom","description":"Reply to a conversation as an admin in Intercom","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"conversationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Conversation ID to reply to"},"message_type":{"type":"string","required":true,"visibility":"user-or-llm","description":"Message type: \\"comment\\" or \\"note\\""},"body":{"type":"string","required":true,"visibility":"user-or-llm","description":"The text body of the reply"},"admin_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"The ID of the admin authoring the reply. If not provided, a default admin (Operator/Fin) will be used."},"attachment_urls":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of image URLs (max 10)"},"created_at":{"type":"number","required":false,"visibility":"user-or-llm","description":"Unix timestamp for when the reply was created. If not provided, current time is used."}}},"intercom_reply_conversation_v2":{"id":"intercom_reply_conversation_v2","name":"Reply to Conversation in Intercom","description":"Reply to a conversation as an admin in Intercom","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"conversationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Conversation ID to reply to"},"message_type":{"type":"string","required":true,"visibility":"user-or-llm","description":"Message type: \\"comment\\" or \\"note\\""},"body":{"type":"string","required":true,"visibility":"user-or-llm","description":"The text body of the reply"},"admin_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"The ID of the admin authoring the reply. If not provided, a default admin (Operator/Fin) will be used."},"attachment_urls":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of image URLs (max 10)"},"created_at":{"type":"number","required":false,"visibility":"user-or-llm","description":"Unix timestamp for when the reply was created. If not provided, current time is used."}}},"intercom_search_contacts":{"id":"intercom_search_contacts","name":"Search Contacts in Intercom","description":"Search for contacts in Intercom using a query","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"query":{"type":"string","required":true,"visibility":"user-or-llm","description":"Search query (e.g., {\\"field\\":\\"email\\",\\"operator\\":\\"=\\",\\"value\\":\\"user@example.com\\"})"},"per_page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (max: 150)"},"starting_after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor for pagination"},"sort_field":{"type":"string","required":false,"visibility":"user-or-llm","description":"Field to sort by (e.g., \\"name\\", \\"created_at\\", \\"last_seen_at\\")"},"sort_order":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort order: \\"ascending\\" or \\"descending\\""}}},"intercom_search_contacts_v2":{"id":"intercom_search_contacts_v2","name":"Search Contacts in Intercom","description":"Search for contacts in Intercom using a query","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"query":{"type":"string","required":true,"visibility":"user-or-llm","description":"Search query (e.g., {\\"field\\":\\"email\\",\\"operator\\":\\"=\\",\\"value\\":\\"user@example.com\\"})"},"per_page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (max: 150)"},"starting_after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor for pagination"},"sort_field":{"type":"string","required":false,"visibility":"user-or-llm","description":"Field to sort by (e.g., \\"name\\", \\"created_at\\", \\"last_seen_at\\")"},"sort_order":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort order: \\"ascending\\" or \\"descending\\""}}},"intercom_search_conversations":{"id":"intercom_search_conversations","name":"Search Conversations in Intercom","description":"Search for conversations in Intercom using a query","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"query":{"type":"string","required":true,"visibility":"user-or-llm","description":"Search query as JSON object"},"per_page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (max: 150)"},"starting_after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor for pagination"},"sort_field":{"type":"string","required":false,"visibility":"user-or-llm","description":"Field to sort by (e.g., \\"created_at\\", \\"updated_at\\")"},"sort_order":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort order: \\"ascending\\" or \\"descending\\""}}},"intercom_search_conversations_v2":{"id":"intercom_search_conversations_v2","name":"Search Conversations in Intercom","description":"Search for conversations in Intercom using a query. Returns API-aligned fields only.","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"query":{"type":"string","required":true,"visibility":"user-or-llm","description":"Search query as JSON object"},"per_page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (max: 150)"},"starting_after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor for pagination"},"sort_field":{"type":"string","required":false,"visibility":"user-or-llm","description":"Field to sort by (e.g., \\"created_at\\", \\"updated_at\\")"},"sort_order":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort order: \\"ascending\\" or \\"descending\\""}}},"intercom_snooze_conversation_v2":{"id":"intercom_snooze_conversation_v2","name":"Snooze Conversation in Intercom","description":"Snooze a conversation to reopen at a future time","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"conversationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the conversation to snooze"},"admin_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the admin performing the action"},"snoozed_until":{"type":"number","required":true,"visibility":"user-or-llm","description":"Unix timestamp for when the conversation should reopen"}}},"intercom_tag_contact_v2":{"id":"intercom_tag_contact_v2","name":"Tag Contact in Intercom","description":"Add a tag to a specific contact","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"contactId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the contact to tag"},"tagId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the tag to apply"}}},"intercom_tag_conversation_v2":{"id":"intercom_tag_conversation_v2","name":"Tag Conversation in Intercom","description":"Add a tag to a specific conversation","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"conversationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the conversation to tag"},"tagId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the tag to apply"},"admin_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the admin applying the tag"}}},"intercom_untag_contact_v2":{"id":"intercom_untag_contact_v2","name":"Untag Contact in Intercom","description":"Remove a tag from a specific contact","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"contactId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the contact to untag"},"tagId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the tag to remove"}}},"intercom_update_contact":{"id":"intercom_update_contact","name":"Update Contact in Intercom","description":"Update an existing contact in Intercom","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"contactId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Contact ID to update"},"role":{"type":"string","required":false,"visibility":"user-or-llm","description":"The role of the contact. Accepts \'user\' or \'lead\'."},"external_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"A unique identifier for the contact provided by the client"},"email":{"type":"string","required":false,"visibility":"user-or-llm","description":"The contact\'s email address"},"phone":{"type":"string","required":false,"visibility":"user-or-llm","description":"The contact\'s phone number"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"The contact\'s name"},"avatar":{"type":"string","required":false,"visibility":"user-or-llm","description":"An avatar image URL for the contact"},"signed_up_at":{"type":"number","required":false,"visibility":"user-or-llm","description":"The time the user signed up as a Unix timestamp"},"last_seen_at":{"type":"number","required":false,"visibility":"user-or-llm","description":"The time the user was last seen as a Unix timestamp"},"owner_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"The id of an admin that has been assigned account ownership of the contact"},"unsubscribed_from_emails":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the contact is unsubscribed from emails"},"custom_attributes":{"type":"string","required":false,"visibility":"user-or-llm","description":"Custom attributes as JSON object (e.g., {\\"attribute_name\\": \\"value\\"})"},"company_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"Company ID to associate the contact with"}}},"intercom_update_contact_v2":{"id":"intercom_update_contact_v2","name":"Update Contact in Intercom","description":"Update an existing contact in Intercom. Returns API-aligned fields only.","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"contactId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Contact ID to update"},"role":{"type":"string","required":false,"visibility":"user-or-llm","description":"The role of the contact. Accepts \'user\' or \'lead\'."},"external_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"A unique identifier for the contact provided by the client"},"email":{"type":"string","required":false,"visibility":"user-or-llm","description":"The contact\'s email address"},"phone":{"type":"string","required":false,"visibility":"user-or-llm","description":"The contact\'s phone number"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"The contact\'s name"},"avatar":{"type":"string","required":false,"visibility":"user-or-llm","description":"An avatar image URL for the contact"},"signed_up_at":{"type":"number","required":false,"visibility":"user-or-llm","description":"The time the user signed up as a Unix timestamp"},"last_seen_at":{"type":"number","required":false,"visibility":"user-or-llm","description":"The time the user was last seen as a Unix timestamp"},"owner_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"The id of an admin that has been assigned account ownership of the contact"},"unsubscribed_from_emails":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the contact is unsubscribed from emails"},"custom_attributes":{"type":"string","required":false,"visibility":"user-or-llm","description":"Custom attributes as JSON object (e.g., {\\"attribute_name\\": \\"value\\"})"},"company_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"Company ID to associate the contact with"}}},"intercom_update_ticket_v2":{"id":"intercom_update_ticket_v2","name":"Update Ticket in Intercom","description":"Update a ticket in Intercom (change state, assignment, attributes)","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"ticketId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the ticket to update"},"ticket_attributes":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON object with ticket attributes (e.g., {\\"_default_title_\\":\\"New Title\\",\\"_default_description_\\":\\"Updated description\\"})"},"open":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Set to false to close the ticket, true to keep it open"},"is_shared":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the ticket is visible to users"},"snoozed_until":{"type":"number","required":false,"visibility":"user-or-llm","description":"Unix timestamp for when the ticket should reopen"},"admin_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"The ID of the admin performing the update (needed for workflows and attribution)"},"assignee_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"The ID of the admin or team to assign the ticket to. Set to \\"0\\" to unassign."}}},"jina_read_url":{"id":"jina_read_url","name":"Jina Reader","description":"Extract and process web content into clean, LLM-friendly text using Jina AI Reader. Supports advanced content parsing, link gathering, and multiple output formats with configurable processing options.","version":"1.0.0","params":{"url":{"type":"string","required":true,"visibility":"user-or-llm","description":"The URL to read and convert to markdown (e.g., \\"https://example.com/page\\")"},"useReaderLMv2":{"type":"boolean","required":false,"visibility":"user-only","description":"Whether to use ReaderLM-v2 for better quality (3x token cost)"},"gatherLinks":{"type":"boolean","required":false,"visibility":"user-only","description":"Whether to gather all links at the end"},"jsonResponse":{"type":"boolean","required":false,"visibility":"user-only","description":"Whether to return response in JSON format"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Your Jina AI API key"},"withImagesummary":{"type":"boolean","required":false,"visibility":"user-only","description":"Gather all images from the page with metadata"},"retainImages":{"type":"string","required":false,"visibility":"user-only","description":"Control image inclusion: \\"none\\" removes all, \\"all\\" keeps all"},"returnFormat":{"type":"string","required":false,"visibility":"user-only","description":"Output format: markdown, html, text, screenshot, or pageshot"},"withIframe":{"type":"boolean","required":false,"visibility":"user-only","description":"Include iframe content in extraction"},"withShadowDom":{"type":"boolean","required":false,"visibility":"user-only","description":"Extract Shadow DOM content"},"noCache":{"type":"boolean","required":false,"visibility":"user-only","description":"Bypass cached content for real-time retrieval"},"withGeneratedAlt":{"type":"boolean","required":false,"visibility":"user-only","description":"Generate alt text for images using VLM"},"robotsTxt":{"type":"string","required":false,"visibility":"user-only","description":"Bot User-Agent for robots.txt checking"},"dnt":{"type":"boolean","required":false,"visibility":"user-only","description":"Do Not Track - prevents caching/tracking"},"noGfm":{"type":"boolean","required":false,"visibility":"user-only","description":"Disable GitHub Flavored Markdown"}}},"jina_search":{"id":"jina_search","name":"Jina Search","description":"Search the web and return top 5 results with LLM-friendly content. Each result is automatically processed through Jina Reader API. Supports geographic filtering, site restrictions, and pagination.","version":"1.0.0","params":{"q":{"type":"string","required":true,"visibility":"user-or-llm","description":"Search query string (e.g., \\"machine learning tutorials\\")"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Your Jina AI API key"},"num":{"type":"number","required":false,"visibility":"user-only","description":"Maximum number of results per page (default: 5)"},"site":{"type":"string","required":false,"visibility":"user-only","description":"Restrict results to specific domain(s). Can be comma-separated for multiple sites (e.g., \\"jina.ai,github.com\\")"},"withFavicon":{"type":"boolean","required":false,"visibility":"user-only","description":"Include website favicons in results"},"withImagesummary":{"type":"boolean","required":false,"visibility":"user-only","description":"Gather all images from result pages with metadata"},"withLinksummary":{"type":"boolean","required":false,"visibility":"user-only","description":"Gather all links from result pages"},"retainImages":{"type":"string","required":false,"visibility":"user-only","description":"Control image inclusion: \\"none\\" removes all, \\"all\\" keeps all"},"noCache":{"type":"boolean","required":false,"visibility":"user-only","description":"Bypass cached content for real-time retrieval"},"withGeneratedAlt":{"type":"boolean","required":false,"visibility":"user-only","description":"Generate alt text for images using VLM"},"respondWith":{"type":"string","required":false,"visibility":"user-only","description":"Set to \\"no-content\\" to get only metadata without page content"},"returnFormat":{"type":"string","required":false,"visibility":"user-only","description":"Output format: markdown, html, text, screenshot, or pageshot"}}},"jira_add_attachment":{"id":"jira_add_attachment","name":"Jira Add Attachment","description":"Add attachments to a Jira issue","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Jira"},"domain":{"type":"string","required":true,"visibility":"user-only","description":"Your Jira domain (e.g., yourcompany.atlassian.net)"},"issueKey":{"type":"string","required":true,"visibility":"user-or-llm","description":"Jira issue key to add attachments to (e.g., PROJ-123)"},"files":{"type":"file[]","required":true,"visibility":"user-only","description":"Files to attach to the Jira issue"},"cloudId":{"type":"string","required":false,"visibility":"hidden","description":"Jira Cloud ID for the instance. If not provided, it will be fetched using the domain."}},"oauth":{"required":true,"provider":"jira"}},"jira_add_comment":{"id":"jira_add_comment","name":"Jira Add Comment","description":"Add a comment to a Jira issue","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Jira"},"domain":{"type":"string","required":true,"visibility":"user-only","description":"Your Jira domain (e.g., yourcompany.atlassian.net)"},"issueKey":{"type":"string","required":true,"visibility":"user-or-llm","description":"Jira issue key to add comment to (e.g., PROJ-123)"},"body":{"type":"string","required":true,"visibility":"user-or-llm","description":"Comment body text"},"visibility":{"type":"json","required":false,"visibility":"user-or-llm","description":"Restrict comment visibility. Object with \\"type\\" (\\"role\\" or \\"group\\") and \\"value\\" (role/group name)."},"cloudId":{"type":"string","required":false,"visibility":"hidden","description":"Jira Cloud ID for the instance. If not provided, it will be fetched using the domain."}},"oauth":{"required":true,"provider":"jira"}},"jira_add_watcher":{"id":"jira_add_watcher","name":"Jira Add Watcher","description":"Add a watcher to a Jira issue to receive notifications about updates","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Jira"},"domain":{"type":"string","required":true,"visibility":"user-only","description":"Your Jira domain (e.g., yourcompany.atlassian.net)"},"issueKey":{"type":"string","required":true,"visibility":"user-or-llm","description":"Jira issue key to add watcher to (e.g., PROJ-123)"},"accountId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Account ID of the user to add as watcher"},"cloudId":{"type":"string","required":false,"visibility":"hidden","description":"Jira Cloud ID for the instance. If not provided, it will be fetched using the domain."}},"oauth":{"required":true,"provider":"jira"}},"jira_add_worklog":{"id":"jira_add_worklog","name":"Jira Add Worklog","description":"Add a time tracking worklog entry to a Jira issue","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Jira"},"domain":{"type":"string","required":true,"visibility":"user-only","description":"Your Jira domain (e.g., yourcompany.atlassian.net)"},"issueKey":{"type":"string","required":true,"visibility":"user-or-llm","description":"Jira issue key to add worklog to (e.g., PROJ-123)"},"timeSpentSeconds":{"type":"number","required":true,"visibility":"user-or-llm","description":"Time spent in seconds"},"comment":{"type":"string","required":false,"visibility":"user-or-llm","description":"Optional comment for the worklog entry"},"started":{"type":"string","required":false,"visibility":"user-or-llm","description":"Optional start time in ISO format (defaults to current time)"},"visibility":{"type":"json","required":false,"visibility":"user-or-llm","description":"Restrict worklog visibility. Object with \\"type\\" (\\"role\\" or \\"group\\") and \\"value\\" (role/group name)."},"cloudId":{"type":"string","required":false,"visibility":"hidden","description":"Jira Cloud ID for the instance. If not provided, it will be fetched using the domain."}},"oauth":{"required":true,"provider":"jira"}},"jira_assign_issue":{"id":"jira_assign_issue","name":"Jira Assign Issue","description":"Assign a Jira issue to a user","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Jira"},"domain":{"type":"string","required":true,"visibility":"user-only","description":"Your Jira domain (e.g., yourcompany.atlassian.net)"},"issueKey":{"type":"string","required":true,"visibility":"user-or-llm","description":"Jira issue key to assign (e.g., PROJ-123)"},"accountId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Account ID of the user to assign the issue to. Use \\"-1\\" for automatic assignment, or leave empty / pass \\"null\\" to unassign."},"cloudId":{"type":"string","required":false,"visibility":"hidden","description":"Jira Cloud ID for the instance. If not provided, it will be fetched using the domain."}},"oauth":{"required":true,"provider":"jira"}},"jira_bulk_read":{"id":"jira_bulk_read","name":"Jira Bulk Read","description":"Retrieve multiple Jira issues from a project in bulk","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Jira"},"domain":{"type":"string","required":true,"visibility":"user-only","description":"Your Jira domain (e.g., yourcompany.atlassian.net)"},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Jira project key (e.g., PROJ)"},"cloudId":{"type":"string","required":false,"visibility":"hidden","description":"Jira Cloud ID for the instance. If not provided, it will be fetched using the domain."}},"oauth":{"required":true,"provider":"jira"}},"jira_create_issue_link":{"id":"jira_create_issue_link","name":"Jira Create Issue Link","description":"Create a link relationship between two Jira issues","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Jira"},"domain":{"type":"string","required":true,"visibility":"user-only","description":"Your Jira domain (e.g., yourcompany.atlassian.net)"},"inwardIssueKey":{"type":"string","required":true,"visibility":"user-or-llm","description":"Jira issue key for the inward issue (e.g., PROJ-123)"},"outwardIssueKey":{"type":"string","required":true,"visibility":"user-or-llm","description":"Jira issue key for the outward issue (e.g., PROJ-456)"},"linkType":{"type":"string","required":true,"visibility":"user-or-llm","description":"The type of link relationship (e.g., \\"Blocks\\", \\"Relates to\\", \\"Duplicates\\")"},"comment":{"type":"string","required":false,"visibility":"user-or-llm","description":"Optional comment to add to the issue link"},"cloudId":{"type":"string","required":false,"visibility":"hidden","description":"Jira Cloud ID for the instance. If not provided, it will be fetched using the domain."}},"oauth":{"required":true,"provider":"jira"}},"jira_delete_attachment":{"id":"jira_delete_attachment","name":"Jira Delete Attachment","description":"Delete an attachment from a Jira issue","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Jira"},"domain":{"type":"string","required":true,"visibility":"user-only","description":"Your Jira domain (e.g., yourcompany.atlassian.net)"},"attachmentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the attachment to delete"},"cloudId":{"type":"string","required":false,"visibility":"hidden","description":"Jira Cloud ID for the instance. If not provided, it will be fetched using the domain."}},"oauth":{"required":true,"provider":"jira"}},"jira_delete_comment":{"id":"jira_delete_comment","name":"Jira Delete Comment","description":"Delete a comment from a Jira issue","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Jira"},"domain":{"type":"string","required":true,"visibility":"user-only","description":"Your Jira domain (e.g., yourcompany.atlassian.net)"},"issueKey":{"type":"string","required":true,"visibility":"user-or-llm","description":"Jira issue key containing the comment (e.g., PROJ-123)"},"commentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the comment to delete"},"cloudId":{"type":"string","required":false,"visibility":"hidden","description":"Jira Cloud ID for the instance. If not provided, it will be fetched using the domain."}},"oauth":{"required":true,"provider":"jira"}},"jira_delete_issue":{"id":"jira_delete_issue","name":"Jira Delete Issue","description":"Delete a Jira issue","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Jira"},"domain":{"type":"string","required":true,"visibility":"user-only","description":"Your Jira domain (e.g., yourcompany.atlassian.net)"},"issueKey":{"type":"string","required":true,"visibility":"user-or-llm","description":"Jira issue key to delete (e.g., PROJ-123)"},"deleteSubtasks":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to delete subtasks. If false, parent issues with subtasks cannot be deleted."},"cloudId":{"type":"string","required":false,"visibility":"hidden","description":"Jira Cloud ID for the instance. If not provided, it will be fetched using the domain."}},"oauth":{"required":true,"provider":"jira"}},"jira_delete_issue_link":{"id":"jira_delete_issue_link","name":"Jira Delete Issue Link","description":"Delete a link between two Jira issues","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Jira"},"domain":{"type":"string","required":true,"visibility":"user-only","description":"Your Jira domain (e.g., yourcompany.atlassian.net)"},"linkId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the issue link to delete"},"cloudId":{"type":"string","required":false,"visibility":"hidden","description":"Jira Cloud ID for the instance. If not provided, it will be fetched using the domain."}},"oauth":{"required":true,"provider":"jira"}},"jira_delete_worklog":{"id":"jira_delete_worklog","name":"Jira Delete Worklog","description":"Delete a worklog entry from a Jira issue","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Jira"},"domain":{"type":"string","required":true,"visibility":"user-only","description":"Your Jira domain (e.g., yourcompany.atlassian.net)"},"issueKey":{"type":"string","required":true,"visibility":"user-or-llm","description":"Jira issue key containing the worklog (e.g., PROJ-123)"},"worklogId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the worklog entry to delete"},"cloudId":{"type":"string","required":false,"visibility":"hidden","description":"Jira Cloud ID for the instance. If not provided, it will be fetched using the domain."}},"oauth":{"required":true,"provider":"jira"}},"jira_get_attachments":{"id":"jira_get_attachments","name":"Jira Get Attachments","description":"Get all attachments from a Jira issue","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Jira"},"domain":{"type":"string","required":true,"visibility":"user-only","description":"Your Jira domain (e.g., yourcompany.atlassian.net)"},"issueKey":{"type":"string","required":true,"visibility":"user-or-llm","description":"Jira issue key to get attachments from (e.g., PROJ-123)"},"includeAttachments":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Download attachment file contents and include them as files in the output"},"cloudId":{"type":"string","required":false,"visibility":"hidden","description":"Jira Cloud ID for the instance. If not provided, it will be fetched using the domain."}},"oauth":{"required":true,"provider":"jira"}},"jira_get_comments":{"id":"jira_get_comments","name":"Jira Get Comments","description":"Get all comments from a Jira issue","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Jira"},"domain":{"type":"string","required":true,"visibility":"user-only","description":"Your Jira domain (e.g., yourcompany.atlassian.net)"},"issueKey":{"type":"string","required":true,"visibility":"user-or-llm","description":"Jira issue key to get comments from (e.g., PROJ-123)"},"startAt":{"type":"number","required":false,"visibility":"user-or-llm","description":"Index of the first comment to return (default: 0)"},"maxResults":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of comments to return (default: 50)"},"orderBy":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort order for comments: \\"-created\\" for newest first, \\"created\\" for oldest first"},"cloudId":{"type":"string","required":false,"visibility":"hidden","description":"Jira Cloud ID for the instance. If not provided, it will be fetched using the domain."}},"oauth":{"required":true,"provider":"jira"}},"jira_get_fields":{"id":"jira_get_fields","name":"Jira Get Fields","description":"Get all system and custom fields defined in the Jira instance. Useful for discovering custom field IDs (e.g., customfield_10001) to use when writing or updating issues.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Jira"},"domain":{"type":"string","required":true,"visibility":"user-only","description":"Your Jira domain (e.g., yourcompany.atlassian.net)"},"cloudId":{"type":"string","required":false,"visibility":"hidden","description":"Jira Cloud ID for the instance. If not provided, it will be fetched using the domain."}},"oauth":{"required":true,"provider":"jira"}},"jira_get_project":{"id":"jira_get_project","name":"Jira Get Project","description":"Get the details of a single Jira project by its ID or key, including its type, lead, components, issue types, and versions.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Jira"},"domain":{"type":"string","required":true,"visibility":"user-only","description":"Your Jira domain (e.g., yourcompany.atlassian.net)"},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The project ID or key (e.g., \\"PROJ\\" or \\"10000\\")"},"cloudId":{"type":"string","required":false,"visibility":"hidden","description":"Jira Cloud ID for the instance. If not provided, it will be fetched using the domain."}},"oauth":{"required":true,"provider":"jira"}},"jira_get_transitions":{"id":"jira_get_transitions","name":"Jira Get Transitions","description":"Get the workflow transitions available for an issue in its current status. Use the returned transition IDs with the Transition Issue operation.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Jira"},"domain":{"type":"string","required":true,"visibility":"user-only","description":"Your Jira domain (e.g., yourcompany.atlassian.net)"},"issueKey":{"type":"string","required":true,"visibility":"user-or-llm","description":"The issue key or ID (e.g., PROJ-123)"},"cloudId":{"type":"string","required":false,"visibility":"hidden","description":"Jira Cloud ID for the instance. If not provided, it will be fetched using the domain."}},"oauth":{"required":true,"provider":"jira"}},"jira_get_users":{"id":"jira_get_users","name":"Jira Get Users","description":"Get Jira users. If an account ID is provided, returns a single user. Otherwise, returns a list of all users.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Jira"},"domain":{"type":"string","required":true,"visibility":"user-only","description":"Your Jira domain (e.g., yourcompany.atlassian.net)"},"accountId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Optional account ID to get a specific user. If not provided, returns all users."},"startAt":{"type":"number","required":false,"visibility":"user-or-llm","description":"The index of the first user to return (for pagination, default: 0)"},"maxResults":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of users to return (default: 50)"},"cloudId":{"type":"string","required":false,"visibility":"hidden","description":"Jira Cloud ID for the instance. If not provided, it will be fetched using the domain."}},"oauth":{"required":true,"provider":"jira"}},"jira_get_worklogs":{"id":"jira_get_worklogs","name":"Jira Get Worklogs","description":"Get all worklog entries from a Jira issue","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Jira"},"domain":{"type":"string","required":true,"visibility":"user-only","description":"Your Jira domain (e.g., yourcompany.atlassian.net)"},"issueKey":{"type":"string","required":true,"visibility":"user-or-llm","description":"Jira issue key to get worklogs from (e.g., PROJ-123)"},"startAt":{"type":"number","required":false,"visibility":"user-or-llm","description":"Index of the first worklog to return (default: 0)"},"maxResults":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of worklogs to return (default: 50)"},"cloudId":{"type":"string","required":false,"visibility":"hidden","description":"Jira Cloud ID for the instance. If not provided, it will be fetched using the domain."}},"oauth":{"required":true,"provider":"jira"}},"jira_list_issue_types":{"id":"jira_list_issue_types","name":"Jira List Issue Types","description":"List all issue types visible to the user across projects (e.g., Task, Bug, Story, Epic, Subtask). Useful for discovering valid issue types before creating an issue.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Jira"},"domain":{"type":"string","required":true,"visibility":"user-only","description":"Your Jira domain (e.g., yourcompany.atlassian.net)"},"cloudId":{"type":"string","required":false,"visibility":"hidden","description":"Jira Cloud ID for the instance. If not provided, it will be fetched using the domain."}},"oauth":{"required":true,"provider":"jira"}},"jira_list_projects":{"id":"jira_list_projects","name":"Jira List Projects","description":"List Jira projects visible to the user, with optional name/key filtering and pagination. Returns each project with id, key, name, and type.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Jira"},"domain":{"type":"string","required":true,"visibility":"user-only","description":"Your Jira domain (e.g., yourcompany.atlassian.net)"},"query":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter projects by partial name or key match"},"startAt":{"type":"number","required":false,"visibility":"user-or-llm","description":"The index of the first project to return (for pagination, default: 0)"},"maxResults":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of projects to return (default: 50, max: 100)"},"cloudId":{"type":"string","required":false,"visibility":"hidden","description":"Jira Cloud ID for the instance. If not provided, it will be fetched using the domain."}},"oauth":{"required":true,"provider":"jira"}},"jira_remove_watcher":{"id":"jira_remove_watcher","name":"Jira Remove Watcher","description":"Remove a watcher from a Jira issue","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Jira"},"domain":{"type":"string","required":true,"visibility":"user-only","description":"Your Jira domain (e.g., yourcompany.atlassian.net)"},"issueKey":{"type":"string","required":true,"visibility":"user-or-llm","description":"Jira issue key to remove watcher from (e.g., PROJ-123)"},"accountId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Account ID of the user to remove as watcher"},"cloudId":{"type":"string","required":false,"visibility":"hidden","description":"Jira Cloud ID for the instance. If not provided, it will be fetched using the domain."}},"oauth":{"required":true,"provider":"jira"}},"jira_retrieve":{"id":"jira_retrieve","name":"Jira Retrieve","description":"Retrieve detailed information about a specific Jira issue","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Jira"},"domain":{"type":"string","required":true,"visibility":"user-only","description":"Your Jira domain (e.g., yourcompany.atlassian.net)"},"issueKey":{"type":"string","required":true,"visibility":"user-or-llm","description":"Jira issue key to retrieve (e.g., PROJ-123)"},"includeAttachments":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Download attachment file contents and include them as files in the output"},"cloudId":{"type":"string","required":false,"visibility":"hidden","description":"Jira Cloud ID for the instance. If not provided, it will be fetched using the domain."}},"oauth":{"required":true,"provider":"jira"}},"jira_search_issues":{"id":"jira_search_issues","name":"Jira Search Issues","description":"Search for Jira issues using JQL (Jira Query Language)","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Jira"},"domain":{"type":"string","required":true,"visibility":"user-only","description":"Your Jira domain (e.g., yourcompany.atlassian.net)"},"jql":{"type":"string","required":true,"visibility":"user-or-llm","description":"JQL query string to search for issues (e.g., \\"project = PROJ AND status = Open\\")"},"nextPageToken":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor token for the next page of results. Omit for the first page."},"maxResults":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of results to return per page (default: 50)"},"fields":{"type":"array","required":false,"visibility":"user-or-llm","description":"Array of field names to return (default: all fields)."},"cloudId":{"type":"string","required":false,"visibility":"hidden","description":"Jira Cloud ID for the instance. If not provided, it will be fetched using the domain."}},"oauth":{"required":true,"provider":"jira"}},"jira_search_users":{"id":"jira_search_users","name":"Jira Search Users","description":"Search for Jira users by email address or display name. 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If not provided, it will be fetched using the domain."}},"oauth":{"required":true,"provider":"jira"}},"jira_transition_issue":{"id":"jira_transition_issue","name":"Jira Transition Issue","description":"Move a Jira issue between workflow statuses (e.g., To Do -> In Progress)","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Jira"},"domain":{"type":"string","required":true,"visibility":"user-only","description":"Your Jira domain (e.g., yourcompany.atlassian.net)"},"issueKey":{"type":"string","required":true,"visibility":"user-or-llm","description":"Jira issue key to transition (e.g., PROJ-123)"},"transitionId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the transition to execute (e.g., \\"11\\" for \\"To Do\\", \\"21\\" for \\"In Progress\\")"},"comment":{"type":"string","required":false,"visibility":"user-or-llm","description":"Optional comment to add when transitioning the issue"},"resolution":{"type":"string","required":false,"visibility":"user-or-llm","description":"Resolution name to set during transition (e.g., \\"Fixed\\", \\"Won\'t Fix\\")"},"cloudId":{"type":"string","required":false,"visibility":"hidden","description":"Jira Cloud ID for the instance. If not provided, it will be fetched using the domain."}},"oauth":{"required":true,"provider":"jira"}},"jira_update":{"id":"jira_update","name":"Jira Update","description":"Update a Jira issue","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Jira"},"domain":{"type":"string","required":true,"visibility":"user-only","description":"Your Jira domain (e.g., yourcompany.atlassian.net)"},"issueKey":{"type":"string","required":true,"visibility":"user-or-llm","description":"Jira issue key to update (e.g., PROJ-123)"},"summary":{"type":"string","required":false,"visibility":"user-or-llm","description":"New summary for the issue"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"New description for the issue. Accepts plain text (auto-wrapped in ADF) or a raw ADF document object"},"priority":{"type":"string","required":false,"visibility":"user-or-llm","description":"New priority ID or name for the issue (e.g., \\"High\\")"},"assignee":{"type":"string","required":false,"visibility":"user-or-llm","description":"New assignee account ID for the issue"},"labels":{"type":"json","required":false,"visibility":"user-or-llm","description":"Labels to set on the issue (array of label name strings)"},"components":{"type":"json","required":false,"visibility":"user-or-llm","description":"Components to set on the issue (array of component name strings)"},"duedate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Due date for the issue (format: YYYY-MM-DD)"},"fixVersions":{"type":"json","required":false,"visibility":"user-or-llm","description":"Fix versions to set (array of version name strings)"},"environment":{"type":"string","required":false,"visibility":"user-or-llm","description":"Environment information for the issue"},"customFieldId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Custom field ID to update (e.g., customfield_10001)"},"customFieldValue":{"type":"string","required":false,"visibility":"user-or-llm","description":"Value for the custom field"},"notifyUsers":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to send email notifications about this update (default: true)"},"cloudId":{"type":"string","required":false,"visibility":"hidden","description":"Jira Cloud ID for the instance. 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\\"abc123-def456-ghi789\\")"},"ticker":{"type":"string","required":true,"visibility":"user-or-llm","description":"Market ticker identifier (e.g., \\"KXBTC-24DEC31\\", \\"INX-25JAN03-T4485.99\\")"},"side":{"type":"string","required":true,"visibility":"user-or-llm","description":"Side of the order: \\"yes\\" or \\"no\\""},"action":{"type":"string","required":true,"visibility":"user-or-llm","description":"Action type: \\"buy\\" or \\"sell\\""},"clientOrderId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Original client-specified order ID"},"updatedClientOrderId":{"type":"string","required":false,"visibility":"user-or-llm","description":"New client-specified order ID after amendment"},"count":{"type":"string","required":false,"visibility":"user-or-llm","description":"Updated quantity for the order (e.g., \\"10\\", \\"100\\")"},"yesPrice":{"type":"string","required":false,"visibility":"user-or-llm","description":"Updated yes price in cents (1-99)"},"noPrice":{"type":"string","required":false,"visibility":"user-or-llm","description":"Updated no price in cents (1-99)"},"yesPriceDollars":{"type":"string","required":false,"visibility":"user-or-llm","description":"Updated yes price in dollars (e.g., \\"0.56\\")"},"noPriceDollars":{"type":"string","required":false,"visibility":"user-or-llm","description":"Updated no price in dollars (e.g., \\"0.56\\")"}}},"kalshi_amend_order_v2":{"id":"kalshi_amend_order_v2","name":"Amend Order on Kalshi V2","description":"Modify the price or quantity of an existing order on Kalshi (V2 with full API response)","version":"2.0.0","params":{"keyId":{"type":"string","required":true,"visibility":"user-only","description":"Your Kalshi API Key ID"},"privateKey":{"type":"string","required":true,"visibility":"user-only","description":"Your RSA Private Key (PEM format)"},"orderId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Order ID to amend (e.g., \\"abc123-def456-ghi789\\")"},"ticker":{"type":"string","required":true,"visibility":"user-or-llm","description":"Market ticker identifier (e.g., \\"KXBTC-24DEC31\\", \\"INX-25JAN03-T4485.99\\")"},"side":{"type":"string","required":true,"visibility":"user-or-llm","description":"Side of the order: \\"yes\\" or \\"no\\""},"action":{"type":"string","required":true,"visibility":"user-or-llm","description":"Action type: \\"buy\\" or \\"sell\\""},"clientOrderId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Original client-specified order ID"},"updatedClientOrderId":{"type":"string","required":false,"visibility":"user-or-llm","description":"New client-specified order ID after amendment"},"count":{"type":"string","required":false,"visibility":"user-or-llm","description":"Updated quantity for the order (e.g., \\"10\\", \\"100\\")"},"yesPrice":{"type":"string","required":false,"visibility":"user-or-llm","description":"Updated yes price in cents (1-99)"},"noPrice":{"type":"string","required":false,"visibility":"user-or-llm","description":"Updated no price in cents (1-99)"},"yesPriceDollars":{"type":"string","required":false,"visibility":"user-or-llm","description":"Updated yes price in dollars (e.g., \\"0.56\\")"},"noPriceDollars":{"type":"string","required":false,"visibility":"user-or-llm","description":"Updated no price in dollars (e.g., \\"0.56\\")"},"countFp":{"type":"string","required":false,"visibility":"user-or-llm","description":"Count in fixed-point for fractional contracts"}}},"kalshi_cancel_order":{"id":"kalshi_cancel_order","name":"Cancel Order on Kalshi","description":"Cancel an existing order on Kalshi","version":"1.0.0","params":{"keyId":{"type":"string","required":true,"visibility":"user-only","description":"Your Kalshi API Key ID"},"privateKey":{"type":"string","required":true,"visibility":"user-only","description":"Your RSA Private Key (PEM format)"},"orderId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Order ID to cancel (e.g., \\"abc123-def456-ghi789\\")"}}},"kalshi_cancel_order_v2":{"id":"kalshi_cancel_order_v2","name":"Cancel Order on Kalshi V2","description":"Cancel an existing order on Kalshi (V2 with full API response)","version":"2.0.0","params":{"keyId":{"type":"string","required":true,"visibility":"user-only","description":"Your Kalshi API Key ID"},"privateKey":{"type":"string","required":true,"visibility":"user-only","description":"Your RSA Private Key (PEM format)"},"orderId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Order ID to cancel (e.g., \\"abc123-def456-ghi789\\")"}}},"kalshi_create_order":{"id":"kalshi_create_order","name":"Create Order on Kalshi","description":"Create a new order on a Kalshi prediction market","version":"1.0.0","params":{"keyId":{"type":"string","required":true,"visibility":"user-only","description":"Your Kalshi API Key ID"},"privateKey":{"type":"string","required":true,"visibility":"user-only","description":"Your RSA Private Key (PEM format)"},"ticker":{"type":"string","required":true,"visibility":"user-or-llm","description":"Market ticker identifier (e.g., \\"KXBTC-24DEC31\\", \\"INX-25JAN03-T4485.99\\")"},"side":{"type":"string","required":true,"visibility":"user-or-llm","description":"Side of the order: \\"yes\\" or \\"no\\""},"action":{"type":"string","required":true,"visibility":"user-or-llm","description":"Action type: \\"buy\\" or \\"sell\\""},"count":{"type":"string","required":true,"visibility":"user-or-llm","description":"Number of contracts to trade (e.g., \\"10\\", \\"100\\")"},"type":{"type":"string","required":false,"visibility":"user-or-llm","description":"Order type: \\"limit\\" or \\"market\\" (default: \\"limit\\")"},"yesPrice":{"type":"string","required":false,"visibility":"user-or-llm","description":"Yes price in cents (1-99)"},"noPrice":{"type":"string","required":false,"visibility":"user-or-llm","description":"No price in cents (1-99)"},"yesPriceDollars":{"type":"string","required":false,"visibility":"user-or-llm","description":"Yes price in dollars (e.g., \\"0.56\\")"},"noPriceDollars":{"type":"string","required":false,"visibility":"user-or-llm","description":"No price in dollars (e.g., \\"0.56\\")"},"clientOrderId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Custom order identifier"},"expirationTs":{"type":"string","required":false,"visibility":"user-or-llm","description":"Unix timestamp for order expiration"},"timeInForce":{"type":"string","required":false,"visibility":"user-or-llm","description":"Time in force: \'fill_or_kill\', \'good_till_canceled\', \'immediate_or_cancel\'"},"buyMaxCost":{"type":"string","required":false,"visibility":"user-or-llm","description":"Maximum cost in cents (auto-enables 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Provide count or countFp"},"type":{"type":"string","required":false,"visibility":"user-or-llm","description":"Order type: \\"limit\\" or \\"market\\" (default: \\"limit\\")"},"yesPrice":{"type":"string","required":false,"visibility":"user-or-llm","description":"Yes price in cents (1-99)"},"noPrice":{"type":"string","required":false,"visibility":"user-or-llm","description":"No price in cents (1-99)"},"yesPriceDollars":{"type":"string","required":false,"visibility":"user-or-llm","description":"Yes price in dollars (e.g., \\"0.56\\")"},"noPriceDollars":{"type":"string","required":false,"visibility":"user-or-llm","description":"No price in dollars (e.g., \\"0.56\\")"},"clientOrderId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Custom order identifier"},"expirationTs":{"type":"string","required":false,"visibility":"user-or-llm","description":"Unix timestamp for order expiration"},"timeInForce":{"type":"string","required":false,"visibility":"user-or-llm","description":"Time in force: \'fill_or_kill\', \'good_till_canceled\', \'immediate_or_cancel\'"},"buyMaxCost":{"type":"string","required":false,"visibility":"user-or-llm","description":"Maximum cost in cents (auto-enables fill_or_kill)"},"postOnly":{"type":"string","required":false,"visibility":"user-or-llm","description":"Set to \'true\' for maker-only orders"},"reduceOnly":{"type":"string","required":false,"visibility":"user-or-llm","description":"Set to \'true\' for position reduction only"},"selfTradePreventionType":{"type":"string","required":false,"visibility":"user-or-llm","description":"Self-trade prevention: \'taker_at_cross\' or \'maker\'"},"orderGroupId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Associated order group ID"},"countFp":{"type":"string","required":false,"visibility":"user-or-llm","description":"Count in fixed-point for fractional contracts"},"cancelOrderOnPause":{"type":"string","required":false,"visibility":"user-or-llm","description":"Set to \'true\' to cancel order on market pause"},"subaccount":{"type":"string","required":false,"visibility":"user-or-llm","description":"Subaccount to use for the order"}}},"kalshi_get_balance":{"id":"kalshi_get_balance","name":"Get Balance from Kalshi","description":"Retrieve your account balance and portfolio value from Kalshi","version":"1.0.0","params":{"keyId":{"type":"string","required":true,"visibility":"user-only","description":"Your Kalshi API Key ID"},"privateKey":{"type":"string","required":true,"visibility":"user-only","description":"Your RSA Private Key (PEM format)"}}},"kalshi_get_balance_v2":{"id":"kalshi_get_balance_v2","name":"Get Balance from Kalshi V2","description":"Retrieve your account balance and portfolio value from Kalshi (V2 - 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full API response)","version":"2.0.0","params":{"seriesTicker":{"type":"string","required":true,"visibility":"user-or-llm","description":"Series ticker identifier (e.g., \\"KXBTC\\", \\"INX\\", \\"FED-RATE\\")"},"ticker":{"type":"string","required":true,"visibility":"user-or-llm","description":"Market ticker identifier (e.g., \\"KXBTC-24DEC31\\", \\"INX-25JAN03-T4485.99\\")"},"startTs":{"type":"number","required":true,"visibility":"user-or-llm","description":"Start timestamp in Unix seconds (e.g., 1704067200)"},"endTs":{"type":"number","required":true,"visibility":"user-or-llm","description":"End timestamp in Unix seconds (e.g., 1704153600)"},"periodInterval":{"type":"number","required":true,"visibility":"user-or-llm","description":"Period interval: 1 (1 minute), 60 (1 hour), or 1440 (1 day)"}}},"kalshi_get_event":{"id":"kalshi_get_event","name":"Get Event from Kalshi","description":"Retrieve details of a specific event by ticker","version":"1.0.0","params":{"eventTicker":{"type":"string","required":true,"visibility":"user-or-llm","description":"Event ticker identifier (e.g., \\"KXBTC-24DEC31\\", \\"INX-25JAN03\\")"},"withNestedMarkets":{"type":"string","required":false,"visibility":"user-or-llm","description":"Include nested markets in response (true/false)"}}},"kalshi_get_event_candlesticks":{"id":"kalshi_get_event_candlesticks","name":"Get Event Candlesticks from Kalshi","description":"Retrieve OHLC candlestick data aggregated across all markets in an event","version":"1.0.0","params":{"seriesTicker":{"type":"string","required":true,"visibility":"user-or-llm","description":"Series ticker identifier (e.g., \\"KXBTC\\", \\"INX\\", \\"FED-RATE\\")"},"eventTicker":{"type":"string","required":true,"visibility":"user-or-llm","description":"Event ticker identifier (e.g., \\"KXBTC-24DEC31\\", \\"INX-25JAN03\\")"},"startTs":{"type":"number","required":true,"visibility":"user-or-llm","description":"Start timestamp in Unix seconds (e.g., 1704067200)"},"endTs":{"type":"number","required":true,"visibility":"user-or-llm","description":"End timestamp in Unix seconds (e.g., 1704153600)"},"periodInterval":{"type":"number","required":true,"visibility":"user-or-llm","description":"Period interval: 1 (1 minute), 60 (1 hour), or 1440 (1 day)"}}},"kalshi_get_event_candlesticks_v2":{"id":"kalshi_get_event_candlesticks_v2","name":"Get Event Candlesticks from Kalshi V2","description":"Retrieve OHLC candlestick data aggregated across all markets in an event (V2 - 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Default: all levels"}}},"kalshi_get_orders":{"id":"kalshi_get_orders","name":"Get Orders from Kalshi","description":"Retrieve your orders from Kalshi with optional filtering","version":"1.0.0","params":{"keyId":{"type":"string","required":true,"visibility":"user-only","description":"Your Kalshi API Key ID"},"privateKey":{"type":"string","required":true,"visibility":"user-only","description":"Your RSA Private Key (PEM format)"},"ticker":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by market ticker (e.g., \\"KXBTC-24DEC31\\")"},"eventTicker":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by event ticker, max 10 comma-separated (e.g., \\"KXBTC-24DEC31,INX-25JAN03\\")"},"status":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by order status: \\"resting\\", \\"canceled\\", or \\"executed\\""},"limit":{"type":"string","required":false,"visibility":"user-or-llm","description":"Number of results to return (1-1000, default: 100)"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor from previous response for fetching next page"}}},"kalshi_get_orders_v2":{"id":"kalshi_get_orders_v2","name":"Get Orders from Kalshi V2","description":"Retrieve your orders from Kalshi with optional filtering (V2 with full API response)","version":"2.0.0","params":{"keyId":{"type":"string","required":true,"visibility":"user-only","description":"Your Kalshi API Key ID"},"privateKey":{"type":"string","required":true,"visibility":"user-only","description":"Your RSA Private Key (PEM format)"},"ticker":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by market ticker (e.g., \\"KXBTC-24DEC31\\")"},"eventTicker":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by event ticker, max 10 comma-separated (e.g., \\"KXBTC-24DEC31,INX-25JAN03\\")"},"status":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by order status: \\"resting\\", \\"canceled\\", or \\"executed\\""},"minTs":{"type":"string","required":false,"visibility":"user-or-llm","description":"Minimum timestamp filter (Unix timestamp, e.g., \\"1704067200\\")"},"maxTs":{"type":"string","required":false,"visibility":"user-or-llm","description":"Maximum timestamp filter (Unix timestamp, e.g., \\"1704153600\\")"},"subaccount":{"type":"string","required":false,"visibility":"user-or-llm","description":"Subaccount identifier to filter orders"},"limit":{"type":"string","required":false,"visibility":"user-or-llm","description":"Number of results to return (1-1000, default: 100)"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor from previous response for fetching next page"}}},"kalshi_get_positions":{"id":"kalshi_get_positions","name":"Get Positions from Kalshi","description":"Retrieve your open positions from Kalshi","version":"1.0.0","params":{"keyId":{"type":"string","required":true,"visibility":"user-only","description":"Your Kalshi API Key ID"},"privateKey":{"type":"string","required":true,"visibility":"user-only","description":"Your RSA Private Key (PEM format)"},"ticker":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by market ticker (e.g., \\"KXBTC-24DEC31\\")"},"eventTicker":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by event ticker, max 10 comma-separated (e.g., \\"KXBTC-24DEC31,INX-25JAN03\\")"},"limit":{"type":"string","required":false,"visibility":"user-or-llm","description":"Number of results to return (1-1000, default: 100)"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor from previous response for fetching next page"}}},"kalshi_get_positions_v2":{"id":"kalshi_get_positions_v2","name":"Get Positions from Kalshi V2","description":"Retrieve your open positions from Kalshi (V2 - 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key"},"chatId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The unique identifier of the chat"}}},"linq_update_chat":{"id":"linq_update_chat","name":"Update Chat","description":"Update chat properties such as group display name and icon","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Linq API key"},"chatId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The unique identifier of the chat"},"displayName":{"type":"string","required":false,"visibility":"user-or-llm","description":"New display name for the group chat"},"groupChatIcon":{"type":"string","required":false,"visibility":"user-or-llm","description":"New group chat icon (publicly accessible image URL)"}}},"linq_update_contact_card":{"id":"linq_update_contact_card","name":"Update Contact Card","description":"Partially update an existing active contact card for a phone number","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Linq API key"},"phoneNumber":{"type":"string","required":true,"visibility":"user-or-llm","description":"Phone number in E.164 format identifying the card to update"},"firstName":{"type":"string","required":false,"visibility":"user-or-llm","description":"New first name"},"lastName":{"type":"string","required":false,"visibility":"user-or-llm","description":"New last name"},"imageUrl":{"type":"string","required":false,"visibility":"user-or-llm","description":"New profile photo URL"}}},"linq_update_webhook_subscription":{"id":"linq_update_webhook_subscription","name":"Update Webhook Subscription","description":"Update a webhook subscription (target URL, events, phone filter, or active state)","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Linq API key"},"subscriptionId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The unique identifier of the webhook subscription"},"targetUrl":{"type":"string","required":false,"visibility":"user-or-llm","description":"New HTTPS endpoint that will receive events"},"subscribedEvents":{"type":"array","required":false,"visibility":"user-or-llm","description":"New set of event types to subscribe to"},"phoneNumbers":{"type":"array","required":false,"visibility":"user-or-llm","description":"New set of E.164 phone numbers to filter by"},"isActive":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the subscription should be active"}}},"llm_chat":{"id":"llm_chat","name":"LLM Chat","description":"Send a chat completion request to any supported LLM provider","version":"1.0.0","params":{"model":{"type":"string","required":true,"description":"The model to use (e.g., gpt-4o, claude-sonnet-4-5, gemini-2.0-flash)"},"systemPrompt":{"type":"string","required":false,"description":"System prompt to set the behavior of the assistant"},"context":{"type":"string","required":true,"description":"The user message or context to send to the model"},"apiKey":{"type":"string","required":false,"visibility":"hidden","description":"API key for the provider (uses platform key if not provided for hosted models)"},"temperature":{"type":"number","required":false,"description":"Temperature for response generation (0-2)"},"maxTokens":{"type":"number","required":false,"description":"Maximum tokens in the response"},"azureEndpoint":{"type":"string","required":false,"visibility":"hidden","description":"Azure OpenAI endpoint URL"},"azureApiVersion":{"type":"string","required":false,"visibility":"hidden","description":"Azure OpenAI API version"},"vertexProject":{"type":"string","required":false,"visibility":"hidden","description":"Google Cloud project ID for Vertex AI"},"vertexLocation":{"type":"string","required":false,"visibility":"hidden","description":"Google Cloud location for Vertex AI (defaults to us-central1)"},"vertexCredential":{"type":"string","required":false,"visibility":"hidden","description":"Google Cloud OAuth credential ID for Vertex AI"},"bedrockAccessKeyId":{"type":"string","required":false,"visibility":"hidden","description":"AWS Access Key ID for Bedrock"},"bedrockSecretKey":{"type":"string","required":false,"visibility":"hidden","description":"AWS Secret Access Key for Bedrock"},"bedrockRegion":{"type":"string","required":false,"visibility":"hidden","description":"AWS region for Bedrock (defaults to us-east-1)"}}},"logfire_get_token_info":{"id":"logfire_get_token_info","name":"Logfire Get Token Info","description":"Resolve which Logfire organization and project a read token belongs to. Useful for confirming a credential targets the expected project before querying it.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Logfire read token"},"region":{"type":"string","required":false,"visibility":"user-only","description":"Logfire data region: auto, us, or eu. Auto reads the region from the token."},"host":{"type":"string","required":false,"visibility":"user-only","description":"Base URL of a self-hosted Logfire instance, e.g. https://logfire.example.com. Overrides region. Leave blank for Logfire Cloud."}}},"logfire_get_trace":{"id":"logfire_get_trace","name":"Logfire Get Trace","description":"Fetch every span and log belonging to a Logfire trace, ordered from earliest to latest, so a single request can be reconstructed end to end.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Logfire read token"},"region":{"type":"string","required":false,"visibility":"user-only","description":"Logfire data region: auto, us, or eu. Auto reads the region from the token."},"host":{"type":"string","required":false,"visibility":"user-only","description":"Base URL of a self-hosted Logfire instance, e.g. https://logfire.example.com. Overrides region. Leave blank for Logfire Cloud."},"traceId":{"type":"string","required":true,"visibility":"user-or-llm","description":"32-character hexadecimal trace identifier"},"minTimestamp":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO 8601 lower bound on start_timestamp. Defaults to 2020-01-01T00:00:00Z when omitted."},"maxTimestamp":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO 8601 upper bound on start_timestamp"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum spans to return. Logfire defaults to 100 and caps at 10000."}}},"logfire_query":{"id":"logfire_query","name":"Logfire Query","description":"Run a read-only SQL query against Logfire traces, logs, and metrics. Reads the records and metrics tables using PostgreSQL-compatible syntax.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Logfire read token"},"region":{"type":"string","required":false,"visibility":"user-only","description":"Logfire data region: auto, us, or eu. Auto reads the region from the token."},"host":{"type":"string","required":false,"visibility":"user-only","description":"Base URL of a self-hosted Logfire instance, e.g. https://logfire.example.com. Overrides region. Leave blank for Logfire Cloud."},"sql":{"type":"string","required":true,"visibility":"user-or-llm","description":"SQL SELECT query to run against the records or metrics table"},"minTimestamp":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO 8601 lower bound on start_timestamp. Defaults to 2020-01-01T00:00:00Z when omitted."},"maxTimestamp":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO 8601 upper bound on start_timestamp"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum rows to return. Logfire defaults to 100 and caps at 10000."},"timezone":{"type":"string","required":false,"visibility":"user-or-llm","description":"IANA timezone used to evaluate the query, for example Europe/Paris"},"environment":{"type":"string","required":false,"visibility":"user-or-llm","description":"Restrict results to a single deployment environment"}}},"logfire_search_records":{"id":"logfire_search_records","name":"Logfire Search Records","description":"Search Logfire spans and logs using structured filters for message text, service, span name, severity, environment, and exceptions. Returns the most recent matches first without writing SQL.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Logfire read token"},"region":{"type":"string","required":false,"visibility":"user-only","description":"Logfire data region: auto, us, or eu. Auto reads the region from the token."},"host":{"type":"string","required":false,"visibility":"user-only","description":"Base URL of a self-hosted Logfire instance, e.g. https://logfire.example.com. Overrides region. Leave blank for Logfire Cloud."},"query":{"type":"string","required":false,"visibility":"user-or-llm","description":"Case-insensitive text to match within the record message"},"service":{"type":"string","required":false,"visibility":"user-or-llm","description":"Exact service name to filter on"},"spanName":{"type":"string","required":false,"visibility":"user-or-llm","description":"Exact span name to filter on"},"minLevel":{"type":"string","required":false,"visibility":"user-or-llm","description":"Minimum severity to include: trace, debug, info, notice, warn, error, or fatal"},"exceptionsOnly":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Only return records that recorded an exception"},"environment":{"type":"string","required":false,"visibility":"user-or-llm","description":"Restrict results to a single deployment environment"},"minTimestamp":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO 8601 lower bound on start_timestamp. Defaults to 2020-01-01T00:00:00Z when omitted."},"maxTimestamp":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO 8601 upper bound on start_timestamp"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum records to return. Logfire defaults to 100 and caps at 10000."}}},"logs_get":{"id":"logs_get","name":"Get Log by ID","description":"Fetch a single workflow execution log entry by its log ID.","version":"1.0.0","params":{"id":{"type":"string","required":true,"visibility":"user-or-llm","description":"Log entry ID"}}},"logs_get_execution":{"id":"logs_get_execution","name":"Get Execution Details","description":"Fetch full execution details for a workflow run, including the per-block state snapshot.","version":"1.0.0","params":{"executionId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Execution ID returned by a workflow run"}}},"logs_get_run_details":{"id":"logs_get_run_details","name":"Get Run Details","description":"Fetch details for a single workflow run by its run ID, including the full trace spans.","version":"1.0.0","params":{"runId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The run ID to fetch details for"}}},"logs_query":{"id":"logs_query","name":"Query Logs","description":"Query workflow execution logs in the current workspace with filters.","version":"1.0.0","params":{"workflowIds":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated workflow IDs to filter by"},"executionId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter logs to a single execution ID"},"level":{"type":"string","required":false,"visibility":"user-or-llm","description":"Log level filter: \'all\', \'info\', \'error\', \'running\', \'pending\'. Comma-separated for multiple."},"triggers":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated triggers (api, webhook, schedule, manual, chat, mothership)"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Max logs to return (default 100, max 200)"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Opaque pagination cursor returned by a previous query"},"sortBy":{"type":"string","required":false,"visibility":"user-only","description":"Sort field: \'date\' (default), \'duration\', \'cost\', \'status\'"},"sortOrder":{"type":"string","required":false,"visibility":"user-only","description":"Sort order: \'desc\' (default) or \'asc\'"},"startDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO 8601 timestamp; only logs at or after this time"},"endDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO 8601 timestamp; only logs at or before this time"},"search":{"type":"string","required":false,"visibility":"user-or-llm","description":"Free-text search across log fields"}}},"logs_query_runs":{"id":"logs_query_runs","name":"Query Logs","description":"Query workflow run logs in the current workspace with the full Logs-page filter set. Returns matching run IDs.","version":"1.0.0","params":{"workflowIds":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated workflow IDs to filter by"},"folderIds":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated folder IDs to filter by (descendants included)"},"level":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated statuses: \'info\', \'error\', \'running\', \'pending\', \'cancelled\'. Omit for all."},"triggers":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated trigger types (api, webhook, schedule, manual, chat, mcp, workflow, sim, …)"},"startDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO 8601 timestamp; only runs at or after this time"},"endDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO 8601 timestamp; only runs at or before this time"},"search":{"type":"string","required":false,"visibility":"user-or-llm","description":"Free-text search across log fields"},"costOperator":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cost comparison operator: \'=\', \'>\', \'<\', \'>=\', \'<=\', \'!=\'"},"costValue":{"type":"number","required":false,"visibility":"user-or-llm","description":"Cost threshold in credits, compared using costOperator"},"durationOperator":{"type":"string","required":false,"visibility":"user-or-llm","description":"Duration comparison operator: \'=\', \'>\', \'<\', \'>=\', \'<=\', \'!=\'"},"durationValue":{"type":"number","required":false,"visibility":"user-or-llm","description":"Duration threshold in milliseconds, compared using durationOperator"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Max run IDs to return (default 100, max 200)"},"sortBy":{"type":"string","required":false,"visibility":"user-only","description":"Sort field: \'date\' (default), \'duration\', \'cost\', \'status\'"},"sortOrder":{"type":"string","required":false,"visibility":"user-only","description":"Sort order: \'desc\' (default) or \'asc\'"}}},"loops_check_contact_suppression":{"id":"loops_check_contact_suppression","name":"Loops Check Contact Suppression","description":"Check whether a Loops contact is on the suppression list (bounced, complained, or unsubscribed) by email address or userId.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Loops API key for authentication"},"email":{"type":"string","required":false,"visibility":"user-or-llm","description":"The contact email address to check (at least one of email or userId is required)"},"userId":{"type":"string","required":false,"visibility":"user-or-llm","description":"The contact userId to check (at least one of email or userId is required)"}}},"loops_create_contact":{"id":"loops_create_contact","name":"Loops Create Contact","description":"Create a new contact in your Loops audience with an email address and optional properties like name, user group, and mailing list subscriptions.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Loops API key for authentication"},"email":{"type":"string","required":true,"visibility":"user-or-llm","description":"The email address for the new contact"},"firstName":{"type":"string","required":false,"visibility":"user-or-llm","description":"The contact first name"},"lastName":{"type":"string","required":false,"visibility":"user-or-llm","description":"The contact last name"},"source":{"type":"string","required":false,"visibility":"user-or-llm","description":"Custom source value replacing the default \\"API\\""},"subscribed":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the contact receives campaign emails (defaults to true)"},"userGroup":{"type":"string","required":false,"visibility":"user-or-llm","description":"Group to segment the contact into (one group per contact)"},"userId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Unique user identifier from your application"},"mailingLists":{"type":"json","required":false,"visibility":"user-or-llm","description":"Mailing list IDs mapped to boolean values (true to subscribe, false to unsubscribe)"},"customProperties":{"type":"json","required":false,"visibility":"user-or-llm","description":"Custom contact properties as key-value pairs (string, number, boolean, or date values)"}}},"loops_create_contact_property":{"id":"loops_create_contact_property","name":"Loops Create Contact Property","description":"Create a new custom contact property in your Loops account. The property name must be in camelCase format.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Loops API key for authentication"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"The property name in camelCase format (e.g., \\"favoriteColor\\")"},"type":{"type":"string","required":true,"visibility":"user-or-llm","description":"The property data type (e.g., \\"string\\", \\"number\\", \\"boolean\\", \\"date\\")"}}},"loops_delete_contact":{"id":"loops_delete_contact","name":"Loops Delete Contact","description":"Delete a contact from Loops by email address or userId. At least one identifier must be provided.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Loops API key for authentication"},"email":{"type":"string","required":false,"visibility":"user-or-llm","description":"The email address of the contact to delete (at least one of email or userId is required)"},"userId":{"type":"string","required":false,"visibility":"user-or-llm","description":"The userId of the contact to delete (at least one of email or userId is required)"}}},"loops_find_contact":{"id":"loops_find_contact","name":"Loops Find Contact","description":"Find a contact in Loops by email address or userId. Returns an array of matching contacts with all their properties including name, subscription status, user group, and mailing lists.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Loops API key for authentication"},"email":{"type":"string","required":false,"visibility":"user-or-llm","description":"The contact email address to search for (at least one of email or userId is required)"},"userId":{"type":"string","required":false,"visibility":"user-or-llm","description":"The contact userId to search for (at least one of email or userId is required)"}}},"loops_get_transactional_email":{"id":"loops_get_transactional_email","name":"Loops Get Transactional Email","description":"Retrieve a single transactional email template from your Loops account by its ID, including its data variables and draft/published message IDs.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Loops API key for authentication"},"transactionalId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the transactional email template to retrieve"}}},"loops_list_contact_properties":{"id":"loops_list_contact_properties","name":"Loops List Contact Properties","description":"Retrieve a list of contact properties from your Loops account. Returns each property with its key, label, and data type. Can filter to show all properties or only custom ones.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Loops API key for authentication"},"list":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter type: \\"all\\" for all properties (default) or \\"custom\\" for custom properties only"}}},"loops_list_mailing_lists":{"id":"loops_list_mailing_lists","name":"Loops List Mailing Lists","description":"Retrieve all mailing lists from your Loops account. Returns each list with its ID, name, description, and public/private status.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Loops API key for authentication"}}},"loops_list_transactional_emails":{"id":"loops_list_transactional_emails","name":"Loops List Transactional Emails","description":"Retrieve a list of published transactional email templates from your Loops account. Returns each template with its ID, name, created/updated timestamps, and data variables.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Loops API key for authentication"},"perPage":{"type":"string","required":false,"visibility":"user-or-llm","description":"Number of results per page (10-50, default: 20)"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor from a previous response to fetch the next page"}}},"loops_remove_contact_suppression":{"id":"loops_remove_contact_suppression","name":"Loops Remove Contact Suppression","description":"Remove a Loops contact from the suppression list by email address or userId, allowing them to receive emails again. Subject to a team removal quota.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Loops API key for authentication"},"email":{"type":"string","required":false,"visibility":"user-or-llm","description":"The contact email address to remove from suppression (at least one of email or userId is required)"},"userId":{"type":"string","required":false,"visibility":"user-or-llm","description":"The contact userId to remove from suppression (at least one of email or userId is required)"}}},"loops_send_event":{"id":"loops_send_event","name":"Loops Send Event","description":"Send an event to Loops to trigger automated email sequences for a contact. Identify the contact by email or userId and include optional event properties and mailing list changes.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Loops API key for authentication"},"email":{"type":"string","required":false,"visibility":"user-or-llm","description":"The email address of the contact (at least one of email or userId is required)"},"userId":{"type":"string","required":false,"visibility":"user-or-llm","description":"The userId of the contact (at least one of email or userId is required)"},"eventName":{"type":"string","required":true,"visibility":"user-or-llm","description":"The name of the event to trigger"},"eventProperties":{"type":"json","required":false,"visibility":"user-or-llm","description":"Event data as key-value pairs (string, number, boolean, or date values)"},"mailingLists":{"type":"json","required":false,"visibility":"user-or-llm","description":"Mailing list IDs mapped to boolean values (true to subscribe, false to unsubscribe)"}}},"loops_send_transactional_email":{"id":"loops_send_transactional_email","name":"Loops Send Transactional Email","description":"Send a transactional email to a recipient using a Loops template. Supports dynamic data variables for personalization and optionally adds the recipient to your audience.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Loops API key for authentication"},"email":{"type":"string","required":true,"visibility":"user-or-llm","description":"The email address of the recipient"},"transactionalId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the transactional email template to send"},"dataVariables":{"type":"json","required":false,"visibility":"user-or-llm","description":"Template data variables as key-value pairs (string or number values)"},"addToAudience":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to create the recipient as a contact if they do not already exist (default: false)"},"attachments":{"type":"json","required":false,"visibility":"user-or-llm","description":"Array of file attachments. Each object must have filename (string), contentType (MIME type string), and data (base64-encoded string)."}}},"loops_update_contact":{"id":"loops_update_contact","name":"Loops Update Contact","description":"Update an existing contact in Loops by email or userId. Creates a new contact if no match is found (upsert). Can update name, subscription status, user group, mailing lists, and custom properties.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Loops API key for authentication"},"email":{"type":"string","required":false,"visibility":"user-or-llm","description":"The contact email address (at least one of email or userId is required)"},"userId":{"type":"string","required":false,"visibility":"user-or-llm","description":"The contact userId (at least one of email or userId is required)"},"firstName":{"type":"string","required":false,"visibility":"user-or-llm","description":"The contact first name"},"lastName":{"type":"string","required":false,"visibility":"user-or-llm","description":"The contact last name"},"source":{"type":"string","required":false,"visibility":"user-or-llm","description":"Custom source value replacing the default \\"API\\""},"subscribed":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the contact receives campaign emails (sending true re-subscribes unsubscribed contacts)"},"userGroup":{"type":"string","required":false,"visibility":"user-or-llm","description":"Group to segment the contact into (one group per contact)"},"mailingLists":{"type":"json","required":false,"visibility":"user-or-llm","description":"Mailing list IDs mapped to boolean values (true to subscribe, false to unsubscribe)"},"customProperties":{"type":"json","required":false,"visibility":"user-or-llm","description":"Custom contact properties as key-value pairs (send null to reset a property)"}}},"luma_add_guests":{"id":"luma_add_guests","name":"Luma Add Guests","description":"Add guests to a Luma event by email. Guests are added with Going (approved) status and receive one ticket of the default ticket type.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Luma API key"},"eventId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Event ID (starts with evt-)"},"guests":{"type":"string","required":true,"visibility":"user-or-llm","description":"JSON array of guest objects. Each guest requires an \\"email\\" field and optionally \\"name\\", \\"first_name\\", \\"last_name\\". Example: [{\\"email\\": \\"user@example.com\\", \\"name\\": \\"John Doe\\"}]"}}},"luma_cancel_event":{"id":"luma_cancel_event","name":"Luma Cancel Event","description":"Cancel a Luma event. This is irreversible and notifies all registered guests. Requires a cancellation token obtained from the Request Event Cancellation endpoint.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Luma API key"},"eventId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Event ID to cancel (starts with evt-)"},"cancellationToken":{"type":"string","required":true,"visibility":"user-only","description":"Cancellation token from the Request Event Cancellation endpoint (POST /v1/event/cancel/request)"},"shouldRefund":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to refund paid guests. Required if the event has paid registrations."}}},"luma_create_event":{"id":"luma_create_event","name":"Luma Create Event","description":"Create a new event on Luma with a name, start time, timezone, and optional details like description, location, and visibility.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Luma API key"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Event name/title"},"startAt":{"type":"string","required":true,"visibility":"user-or-llm","description":"Event start time in ISO 8601 format (e.g., 2025-03-15T18:00:00Z)"},"timezone":{"type":"string","required":true,"visibility":"user-or-llm","description":"IANA timezone (e.g., America/New_York, Europe/London)"},"endAt":{"type":"string","required":false,"visibility":"user-or-llm","description":"Event end time in ISO 8601 format (e.g., 2025-03-15T20:00:00Z)"},"durationInterval":{"type":"string","required":false,"visibility":"user-or-llm","description":"Event duration as ISO 8601 interval (e.g., PT2H for 2 hours, PT30M for 30 minutes). 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key","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Mailgun API key"},"domain":{"type":"string","required":true,"visibility":"user-only","description":"Mailgun domain for retrieving messages (e.g., mg.example.com)"},"messageKey":{"type":"string","required":true,"visibility":"user-or-llm","description":"Message storage key"}}},"mailgun_list_domains":{"id":"mailgun_list_domains","name":"Mailgun List Domains","description":"List all domains for your Mailgun account","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Mailgun API key"}}},"mailgun_list_messages":{"id":"mailgun_list_messages","name":"Mailgun List Messages","description":"List events (logs) for messages sent through Mailgun","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Mailgun API key"},"domain":{"type":"string","required":true,"visibility":"user-only","description":"Mailgun domain for listing events (e.g., mg.example.com)"},"event":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by event type (accepted, delivered, failed, opened, clicked, etc.)"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of events to return (default: 100)"}}},"mailgun_send_message":{"id":"mailgun_send_message","name":"Mailgun Send Message","description":"Send an email using Mailgun API","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Mailgun API key"},"domain":{"type":"string","required":true,"visibility":"user-only","description":"Mailgun sending domain (e.g., mg.example.com)"},"from":{"type":"string","required":true,"visibility":"user-or-llm","description":"Sender email address (e.g., sender@example.com or \\"Name <sender@example.com>\\")"},"to":{"type":"string","required":true,"visibility":"user-or-llm","description":"Recipient email address (e.g., user@example.com). Use comma-separated values for multiple recipients"},"subject":{"type":"string","required":true,"visibility":"user-or-llm","description":"Email subject line"},"text":{"type":"string","required":false,"visibility":"user-or-llm","description":"Plain text body of the email"},"html":{"type":"string","required":false,"visibility":"user-or-llm","description":"HTML body of the email (e.g., \\"<h1>Hello</h1><p>Message content</p>\\")"},"cc":{"type":"string","required":false,"visibility":"user-or-llm","description":"CC recipient email address (e.g., cc@example.com). Use comma-separated values for multiple recipients"},"bcc":{"type":"string","required":false,"visibility":"user-or-llm","description":"BCC recipient email address (e.g., bcc@example.com). Use comma-separated values for multiple recipients"},"tags":{"type":"string","required":false,"visibility":"user-or-llm","description":"Tags for the email (comma-separated)"}}},"managed_agent_archive_session":{"id":"managed_agent_archive_session","name":"Managed Agent Archive Session","description":"Archive a Managed Agent session, preserving its history. Not reversible.","version":"1.0.0","params":{"credential":{"type":"string","required":true,"visibility":"user-only","description":"Claude Platform credential (Anthropic workspace API key) to act with."},"accessToken":{"type":"string","required":false,"visibility":"hidden","description":"Workspace API key injected by the executor from the selected credential."},"sessionId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Anthropic session id (sesn_...) to act on."}}},"managed_agent_create_session":{"id":"managed_agent_create_session","name":"Managed Agent Create Session","description":"Create a Claude Platform Managed Agent session and return its id without waiting for a reply.","version":"1.0.0","params":{"credential":{"type":"string","required":true,"visibility":"user-only","description":"Claude Platform credential (Anthropic workspace API key) to act with."},"accessToken":{"type":"string","required":false,"visibility":"hidden","description":"Workspace API key injected by the executor from the selected credential."},"agent":{"type":"string","required":true,"visibility":"user-only","description":"Managed-agent id inside the linked Claude workspace."},"environment":{"type":"string","required":true,"visibility":"user-only","description":"Environment id inside the linked Claude workspace."},"environmentType":{"type":"string","required":false,"visibility":"user-only","description":"Environment execution model hint (\'cloud\' | \'self_hosted\')."},"userMessage":{"type":"string","required":false,"visibility":"user-or-llm","description":"Optional first message; seeds initial_events and starts the agent immediately."},"vaults":{"type":"array","required":false,"visibility":"user-only","description":"Zero or more vault ids for MCP tool auth."},"vaultsAck":{"type":"boolean","required":false,"visibility":"user-only","description":"Acknowledgement that the author may use the attached vaults."},"memoryStoreId":{"type":"string","required":false,"visibility":"user-only","description":"Optional Agent Memory Store id."},"memoryAccess":{"type":"string","required":false,"visibility":"user-only","description":"Memory store access mode: \'read_write\' (default) or \'read_only\'."},"memoryInstructions":{"type":"string","required":false,"visibility":"user-only","description":"Per-attachment guidance for how the agent should use the memory store."},"files":{"type":"array","required":false,"visibility":"user-only","description":"File attachments (cloud envs only), as [{fileId, mountPath?}]."},"sessionParameters":{"type":"object","required":false,"visibility":"user-only","description":"Key/value session metadata forwarded to the session."}}},"managed_agent_delete_session":{"id":"managed_agent_delete_session","name":"Managed Agent Delete Session","description":"Permanently delete a Managed Agent session, its events, and its sandbox. Not reversible.","version":"1.0.0","params":{"credential":{"type":"string","required":true,"visibility":"user-only","description":"Claude Platform credential (Anthropic workspace API key) to act with."},"accessToken":{"type":"string","required":false,"visibility":"hidden","description":"Workspace API key injected by the executor from the selected credential."},"sessionId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Anthropic session id (sesn_...) to act on."}}},"managed_agent_get_session":{"id":"managed_agent_get_session","name":"Managed Agent Get Session","description":"Read a Managed Agent session: status, stop reason, token usage, metadata, and any tool calls awaiting approval.","version":"1.0.0","params":{"credential":{"type":"string","required":true,"visibility":"user-only","description":"Claude Platform credential (Anthropic workspace API key) to act with."},"accessToken":{"type":"string","required":false,"visibility":"hidden","description":"Workspace API key injected by the executor from the selected credential."},"sessionId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Anthropic session id (sesn_...) to act on."}}},"managed_agent_interrupt_session":{"id":"managed_agent_interrupt_session","name":"Managed Agent Interrupt Session","description":"Stop a running Managed Agent session; it stays usable afterwards.","version":"1.0.0","params":{"credential":{"type":"string","required":true,"visibility":"user-only","description":"Claude Platform credential (Anthropic workspace API key) to act with."},"accessToken":{"type":"string","required":false,"visibility":"hidden","description":"Workspace API key injected by the executor from the selected credential."},"sessionId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Anthropic session id (sesn_...) to act on."}}},"managed_agent_list_events":{"id":"managed_agent_list_events","name":"Managed Agent List Events","description":"Read a Managed Agent session\'s event history and the agent\'s reply text.","version":"1.0.0","params":{"credential":{"type":"string","required":true,"visibility":"user-only","description":"Claude Platform credential (Anthropic workspace API key) to act with."},"accessToken":{"type":"string","required":false,"visibility":"hidden","description":"Workspace API key injected by the executor from the selected credential."},"sessionId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Anthropic session id (sesn_...) to act on."},"eventTypes":{"type":"array","required":false,"visibility":"user-or-llm","description":"Optional event-type filter, e.g. [\'agent.message\']. Omit to return every event."},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum events to return, keeping the most recent (default 500)."}}},"managed_agent_respond_custom_tool":{"id":"managed_agent_respond_custom_tool","name":"Managed Agent Respond To Custom Tool","description":"Return the result of a custom tool a Managed Agent session is waiting on so it can continue.","version":"1.0.0","params":{"credential":{"type":"string","required":true,"visibility":"user-only","description":"Claude Platform credential (Anthropic workspace API key) to act with."},"accessToken":{"type":"string","required":false,"visibility":"hidden","description":"Workspace API key injected by the executor from the selected credential."},"sessionId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Anthropic session id (sesn_...) to act on."},"customToolUseId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The custom tool-use EVENT id being answered, from Get Session pendingTools[].id where kind is \'custom_tool_result\'."},"result":{"type":"string","required":true,"visibility":"user-or-llm","description":"The tool\'s output, returned to the agent as text."},"isError":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Mark the result as a failure so the agent can adjust its approach."}}},"managed_agent_respond_tool_confirmation":{"id":"managed_agent_respond_tool_confirmation","name":"Managed Agent Respond To Tool Confirmation","description":"Allow or deny the tool calls a Managed Agent session is waiting on before it can continue.","version":"1.0.0","params":{"credential":{"type":"string","required":true,"visibility":"user-only","description":"Claude Platform credential (Anthropic workspace API key) to act with."},"accessToken":{"type":"string","required":false,"visibility":"hidden","description":"Workspace API key injected by the executor from the selected credential."},"sessionId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Anthropic session id (sesn_...) to act on."},"toolUseIds":{"type":"array","required":true,"visibility":"user-or-llm","description":"Blocking tool-use EVENT ids, from Get Session pendingTools[].id where kind is \'confirmation\' (not toolu_ ids)."},"decision":{"type":"string","required":true,"visibility":"user-or-llm","description":"\'allow\' to let the tools run, or \'deny\' to reject them."},"denyMessage":{"type":"string","required":false,"visibility":"user-or-llm","description":"Reason surfaced to the agent. Only sent when the decision is deny."}}},"managed_agent_run_session":{"id":"managed_agent_run_session","name":"Managed Agent Run Session","description":"Open a Claude Platform Managed Agent session and return the assistant response as text.","version":"1.0.0","params":{"credential":{"type":"string","required":true,"visibility":"user-only","description":"Claude Platform credential (Anthropic workspace API key) to run the agent with."},"accessToken":{"type":"string","required":false,"visibility":"hidden","description":"Workspace API key injected by the executor from the selected credential."},"agent":{"type":"string","required":true,"visibility":"user-only","description":"Managed-agent id inside the linked Claude workspace."},"environment":{"type":"string","required":true,"visibility":"user-only","description":"Environment id inside the linked Claude workspace."},"environmentType":{"type":"string","required":false,"visibility":"user-only","description":"Environment execution model hint (\'cloud\' | \'self_hosted\'); the actual type is re-resolved server-side for routing."},"userMessage":{"type":"string","required":true,"visibility":"user-or-llm","description":"The user message to send to the Managed Agent."},"vaults":{"type":"array","required":false,"visibility":"user-only","description":"Zero or more vault ids for MCP tool auth."},"vaultsAck":{"type":"boolean","required":false,"visibility":"user-only","description":"Acknowledgement that the author may use the attached vaults."},"memoryStoreId":{"type":"string","required":false,"visibility":"user-only","description":"Optional Agent Memory Store id."},"memoryAccess":{"type":"string","required":false,"visibility":"user-only","description":"Memory store access mode: \'read_write\' (default) or \'read_only\'."},"memoryInstructions":{"type":"string","required":false,"visibility":"user-only","description":"Per-attachment guidance for how the agent should use the memory store."},"files":{"type":"array","required":false,"visibility":"user-only","description":"File attachments (cloud envs only), as [{fileId, mountPath?}]."},"sessionParameters":{"type":"object","required":false,"visibility":"user-only","description":"Key/value session metadata forwarded to the session."}}},"managed_agent_send_message":{"id":"managed_agent_send_message","name":"Managed Agent Send Message","description":"Send a user message to an existing Claude Platform Managed Agent session.","version":"1.0.0","params":{"credential":{"type":"string","required":true,"visibility":"user-only","description":"Claude Platform credential (Anthropic workspace API key) to act with."},"accessToken":{"type":"string","required":false,"visibility":"hidden","description":"Workspace API key injected by the executor from the selected credential."},"sessionId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Anthropic session id (sesn_...) to act on."},"userMessage":{"type":"string","required":true,"visibility":"user-or-llm","description":"The user message to send to the session."}}},"managed_agent_update_session":{"id":"managed_agent_update_session","name":"Managed Agent Update Session","description":"Update a Managed Agent session\'s title or metadata.","version":"1.0.0","params":{"credential":{"type":"string","required":true,"visibility":"user-only","description":"Claude Platform credential (Anthropic workspace API key) to act with."},"accessToken":{"type":"string","required":false,"visibility":"hidden","description":"Workspace API key injected by the executor from the selected credential."},"sessionId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Anthropic session id (sesn_...) to act on."},"title":{"type":"string","required":false,"visibility":"user-or-llm","description":"New session title."},"sessionParameters":{"type":"object","required":false,"visibility":"user-or-llm","description":"Replacement metadata map (replaces all stored metadata, not merged). Leaving it empty leaves the stored metadata unchanged — use clearMetadata to remove it."},"clearMetadata":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Removes all of the session\'s stored metadata. Overrides any map supplied above."}}},"mem0_add_memories":{"id":"mem0_add_memories","name":"Add Memories","description":"Add memories to Mem0 for persistent storage and retrieval","version":"1.0.0","params":{"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"User ID associated with the memory (e.g., \\"user_123\\", \\"alice@example.com\\")"},"messages":{"type":"json","required":true,"visibility":"user-or-llm","description":"Array of message objects with role and content (e.g., [{\\"role\\": \\"user\\", \\"content\\": \\"Hello\\"}])"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Your Mem0 API key"}}},"mem0_get_memories":{"id":"mem0_get_memories","name":"Get Memories","description":"Retrieve memories from Mem0 by ID or filter criteria","version":"1.0.0","params":{"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"User ID to retrieve memories for (e.g., \\"user_123\\", \\"alice@example.com\\")"},"memoryId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Specific memory ID to retrieve (e.g., \\"mem_abc123\\")"},"startDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Start date for filtering by created_at (e.g., \\"2024-01-15\\")"},"endDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"End date for filtering by created_at (e.g., \\"2024-12-31\\")"},"limit":{"type":"number","required":false,"default":10,"visibility":"user-or-llm","description":"Maximum number of results to return (e.g., 10, 50, 100)"},"page":{"type":"number","required":false,"default":1,"visibility":"user-or-llm","description":"Page number to retrieve for paginated list results"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Your Mem0 API key"}}},"mem0_search_memories":{"id":"mem0_search_memories","name":"Search Memories","description":"Search for memories in Mem0 using semantic search","version":"1.0.0","params":{"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"User ID to search memories for (e.g., \\"user_123\\", \\"alice@example.com\\")"},"query":{"type":"string","required":true,"visibility":"user-or-llm","description":"Search query to find relevant memories (e.g., \\"What are my favorite foods?\\")"},"limit":{"type":"number","required":false,"default":10,"visibility":"user-or-llm","description":"Maximum number of results to return (e.g., 10, 50, 100)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Your Mem0 API key"}}},"memory_add":{"id":"memory_add","name":"Add Memory","description":"Add a new memory to the database or append to existing memory with the same ID.","version":"1.0.0","params":{"conversationId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Conversation identifier (e.g., user-123, session-abc). If a memory with this conversationId already exists, the new message will be appended to it."},"id":{"type":"string","required":false,"visibility":"user-or-llm","description":"Legacy parameter for conversation identifier. Use conversationId instead. Provided for backwards compatibility."},"role":{"type":"string","required":true,"visibility":"user-or-llm","description":"Role for agent memory (user, assistant, or system)"},"content":{"type":"string","required":true,"visibility":"user-or-llm","description":"Content for agent memory"}}},"memory_delete":{"id":"memory_delete","name":"Delete Memory","description":"Delete memories by conversationId.","version":"1.0.0","params":{"conversationId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Conversation identifier (e.g., user-123, session-abc). Deletes all memories for this conversation."},"id":{"type":"string","required":false,"visibility":"user-or-llm","description":"Legacy parameter for conversation identifier. Use conversationId instead. Provided for backwards compatibility."}}},"memory_get":{"id":"memory_get","name":"Get Memory","description":"Retrieve memory by conversationId. Returns matching memories.","version":"1.0.0","params":{"conversationId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Conversation identifier (e.g., user-123, session-abc). Returns memories for this conversation."},"id":{"type":"string","required":false,"visibility":"user-or-llm","description":"Legacy parameter for conversation identifier. Use conversationId instead. Provided for backwards compatibility."}}},"memory_get_all":{"id":"memory_get_all","name":"Get All Memories","description":"Retrieve all memories from the database","version":"1.0.0","params":{}},"microsoft_ad_add_group_member":{"id":"microsoft_ad_add_group_member","name":"Add Azure AD Group Member","description":"Add a member to a group in Azure AD (Microsoft Entra ID)","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Microsoft Graph API access token"},"groupId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Group ID"},"memberId":{"type":"string","required":true,"visibility":"user-or-llm","description":"User ID of the member to add"}},"oauth":{"required":true,"provider":"microsoft-ad"}},"microsoft_ad_create_group":{"id":"microsoft_ad_create_group","name":"Create Azure AD Group","description":"Create a new group in Azure AD (Microsoft Entra ID)","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Microsoft Graph API access token"},"displayName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Display name for the group"},"mailNickname":{"type":"string","required":true,"visibility":"user-or-llm","description":"Mail alias for the group (ASCII only, max 64 characters)"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Group description"},"mailEnabled":{"type":"boolean","required":true,"visibility":"user-or-llm","description":"Whether mail is enabled (true for Microsoft 365 groups)"},"securityEnabled":{"type":"boolean","required":true,"visibility":"user-or-llm","description":"Whether security is enabled (true for security groups)"},"groupTypes":{"type":"string","required":false,"visibility":"user-or-llm","description":"Group type: \\"Unified\\" for Microsoft 365 group, leave empty for security group"},"visibility":{"type":"string","required":false,"visibility":"user-or-llm","description":"Group visibility: \\"Private\\" or \\"Public\\" (can be changed later), or \\"HiddenMembership\\" (Microsoft 365 groups only; can only be set at creation and never changed afterward)"}},"oauth":{"required":true,"provider":"microsoft-ad"}},"microsoft_ad_create_user":{"id":"microsoft_ad_create_user","name":"Create Azure AD User","description":"Create a new user in Azure AD (Microsoft Entra ID)","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Microsoft Graph API access token"},"displayName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Display name for the user"},"mailNickname":{"type":"string","required":true,"visibility":"user-or-llm","description":"Mail alias for the user"},"userPrincipalName":{"type":"string","required":true,"visibility":"user-or-llm","description":"User principal name (e.g., \\"user@example.com\\")"},"password":{"type":"string","required":true,"visibility":"user-only","description":"Initial password for the user"},"accountEnabled":{"type":"boolean","required":true,"visibility":"user-or-llm","description":"Whether the account is enabled"},"givenName":{"type":"string","required":false,"visibility":"user-or-llm","description":"First name"},"surname":{"type":"string","required":false,"visibility":"user-or-llm","description":"Last name"},"jobTitle":{"type":"string","required":false,"visibility":"user-or-llm","description":"Job title"},"department":{"type":"string","required":false,"visibility":"user-or-llm","description":"Department"},"officeLocation":{"type":"string","required":false,"visibility":"user-or-llm","description":"Office location"},"mobilePhone":{"type":"string","required":false,"visibility":"user-or-llm","description":"Mobile phone number"}},"oauth":{"required":true,"provider":"microsoft-ad"}},"microsoft_ad_delete_group":{"id":"microsoft_ad_delete_group","name":"Delete Azure AD Group","description":"Delete a group from Azure AD (Microsoft Entra ID). Microsoft 365 and security groups can be restored within 30 days.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Microsoft Graph API access token"},"groupId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Group ID"}},"oauth":{"required":true,"provider":"microsoft-ad"}},"microsoft_ad_delete_user":{"id":"microsoft_ad_delete_user","name":"Delete Azure AD User","description":"Delete a user from Azure AD (Microsoft Entra ID). The user is moved to a temporary container and can be restored within 30 days.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Microsoft Graph API access token"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"User ID or user principal name"}},"oauth":{"required":true,"provider":"microsoft-ad"}},"microsoft_ad_get_group":{"id":"microsoft_ad_get_group","name":"Get Azure AD Group","description":"Get a group by ID from Azure AD (Microsoft Entra ID)","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Microsoft Graph API access token"},"groupId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Group ID"}},"oauth":{"required":true,"provider":"microsoft-ad"}},"microsoft_ad_get_user":{"id":"microsoft_ad_get_user","name":"Get Azure AD User","description":"Get a user by ID or user principal name from Azure AD","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Microsoft Graph API access token"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"User ID or user principal name (e.g., \\"user@example.com\\")"}},"oauth":{"required":true,"provider":"microsoft-ad"}},"microsoft_ad_list_group_members":{"id":"microsoft_ad_list_group_members","name":"List Azure AD Group Members","description":"List members of a group in Azure AD (Microsoft Entra ID)","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Microsoft Graph API access token"},"groupId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Group ID. Not needed when Next Page is provided to fetch a later page."},"top":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of members to return (default 100, max 999)"},"nextLink":{"type":"string","required":false,"visibility":"user-or-llm","description":"Continuation URL from a previous response\'s \\"nextLink\\" output, used to fetch the next page of results"}},"oauth":{"required":true,"provider":"microsoft-ad"}},"microsoft_ad_list_groups":{"id":"microsoft_ad_list_groups","name":"List Azure AD Groups","description":"List groups in Azure AD (Microsoft Entra ID)","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Microsoft Graph API access token"},"top":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of groups to return (default 100, max 999)"},"filter":{"type":"string","required":false,"visibility":"user-or-llm","description":"OData filter expression (e.g., \\"securityEnabled eq true\\")"},"search":{"type":"string","required":false,"visibility":"user-or-llm","description":"Search string to filter groups by displayName or description"},"nextLink":{"type":"string","required":false,"visibility":"user-or-llm","description":"Continuation URL from a previous response\'s \\"nextLink\\" output, used to fetch the next page of results"}},"oauth":{"required":true,"provider":"microsoft-ad"}},"microsoft_ad_list_users":{"id":"microsoft_ad_list_users","name":"List Azure AD Users","description":"List users in Azure AD (Microsoft Entra ID)","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Microsoft Graph API access token"},"top":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of users to return (default 100, max 999)"},"filter":{"type":"string","required":false,"visibility":"user-or-llm","description":"OData filter expression (e.g., \\"department eq \'Sales\'\\")"},"search":{"type":"string","required":false,"visibility":"user-or-llm","description":"Search string to filter users by displayName or mail"},"nextLink":{"type":"string","required":false,"visibility":"user-or-llm","description":"Continuation URL from a previous response\'s \\"nextLink\\" output, used to fetch the next page of results"}},"oauth":{"required":true,"provider":"microsoft-ad"}},"microsoft_ad_remove_group_member":{"id":"microsoft_ad_remove_group_member","name":"Remove Azure AD Group Member","description":"Remove a member from a group in Azure AD (Microsoft Entra ID)","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Microsoft Graph API access token"},"groupId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Group ID"},"memberId":{"type":"string","required":true,"visibility":"user-or-llm","description":"User ID of the member to remove"}},"oauth":{"required":true,"provider":"microsoft-ad"}},"microsoft_ad_update_group":{"id":"microsoft_ad_update_group","name":"Update Azure AD Group","description":"Update group properties in Azure AD (Microsoft Entra ID)","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Microsoft Graph API access token"},"groupId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Group ID"},"displayName":{"type":"string","required":false,"visibility":"user-or-llm","description":"Display name"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Group description"},"mailNickname":{"type":"string","required":false,"visibility":"user-or-llm","description":"Mail alias"},"visibility":{"type":"string","required":false,"visibility":"user-or-llm","description":"Group visibility: \\"Private\\" or \\"Public\\""}},"oauth":{"required":true,"provider":"microsoft-ad"}},"microsoft_ad_update_user":{"id":"microsoft_ad_update_user","name":"Update Azure AD User","description":"Update user properties in Azure AD (Microsoft Entra ID)","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Microsoft Graph API access token"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"User ID or user principal name"},"displayName":{"type":"string","required":false,"visibility":"user-or-llm","description":"Display name"},"givenName":{"type":"string","required":false,"visibility":"user-or-llm","description":"First name"},"surname":{"type":"string","required":false,"visibility":"user-or-llm","description":"Last name"},"jobTitle":{"type":"string","required":false,"visibility":"user-or-llm","description":"Job title"},"department":{"type":"string","required":false,"visibility":"user-or-llm","description":"Department"},"officeLocation":{"type":"string","required":false,"visibility":"user-or-llm","description":"Office location"},"mobilePhone":{"type":"string","required":false,"visibility":"user-or-llm","description":"Mobile phone number"},"accountEnabled":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the account is enabled"}},"oauth":{"required":true,"provider":"microsoft-ad"}},"microsoft_dataverse_associate":{"id":"microsoft_dataverse_associate","name":"Associate Microsoft Dataverse Records","description":"Associate two records in Microsoft Dataverse via a navigation property. Creates a relationship between a source record and a target record. Supports both collection-valued (POST) and single-valued (PUT) navigation properties.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Microsoft Dataverse API"},"environmentUrl":{"type":"string","required":true,"visibility":"user-only","description":"Dataverse environment URL (e.g., https://myorg.crm.dynamics.com)"},"entitySetName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Source entity set name (e.g., accounts)"},"recordId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Source record GUID"},"navigationProperty":{"type":"string","required":true,"visibility":"user-or-llm","description":"Navigation property name (e.g., contact_customer_accounts for collection-valued, or parentcustomerid_account for single-valued)"},"targetEntitySetName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Target entity set name (e.g., contacts)"},"targetRecordId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Target record GUID to associate"},"navigationType":{"type":"string","required":false,"visibility":"user-or-llm","description":"Type of navigation property: \\"collection\\" (default, uses POST) or \\"single\\" (uses PUT for lookup fields)"}},"oauth":{"required":true,"provider":"microsoft-dataverse"}},"microsoft_dataverse_create_multiple":{"id":"microsoft_dataverse_create_multiple","name":"Create Multiple Microsoft Dataverse Records","description":"Create multiple records of the same table type in a single request. Each record in the Targets array must include an @odata.type annotation. Recommended batch size: 100-1000 records for standard tables.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Microsoft Dataverse API"},"environmentUrl":{"type":"string","required":true,"visibility":"user-only","description":"Dataverse environment URL (e.g., https://myorg.crm.dynamics.com)"},"entitySetName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Entity set name (plural table name, e.g., accounts, contacts)"},"entityLogicalName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Table logical name for @odata.type annotation (e.g., account, contact). Used to set Microsoft.Dynamics.CRM.{entityLogicalName} on each record."},"records":{"type":"object","required":true,"visibility":"user-or-llm","description":"Array of record objects to create. Each record should contain column logical names as keys. The @odata.type annotation is added automatically."}},"oauth":{"required":true,"provider":"microsoft-dataverse"}},"microsoft_dataverse_create_record":{"id":"microsoft_dataverse_create_record","name":"Create Microsoft Dataverse Record","description":"Create a new record in a Microsoft Dataverse table. Requires the entity set name (plural table name) and record data as a JSON object.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Microsoft Dataverse API"},"environmentUrl":{"type":"string","required":true,"visibility":"user-only","description":"Dataverse environment URL (e.g., https://myorg.crm.dynamics.com)"},"entitySetName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Entity set name (plural table name, e.g., accounts, contacts)"},"data":{"type":"object","required":true,"visibility":"user-or-llm","description":"Record data as a JSON object with column names as keys"}},"oauth":{"required":true,"provider":"microsoft-dataverse"}},"microsoft_dataverse_delete_record":{"id":"microsoft_dataverse_delete_record","name":"Delete Microsoft Dataverse Record","description":"Delete a record from a Microsoft Dataverse table by its ID.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Microsoft Dataverse API"},"environmentUrl":{"type":"string","required":true,"visibility":"user-only","description":"Dataverse environment URL (e.g., https://myorg.crm.dynamics.com)"},"entitySetName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Entity set name (plural table name, e.g., accounts, contacts)"},"recordId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The unique identifier (GUID) of the record to delete"}},"oauth":{"required":true,"provider":"microsoft-dataverse"}},"microsoft_dataverse_disassociate":{"id":"microsoft_dataverse_disassociate","name":"Disassociate Microsoft Dataverse Records","description":"Remove an association between two records in Microsoft Dataverse. For collection-valued navigation properties, provide the target record ID. For single-valued navigation properties, only the navigation property name is needed.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Microsoft Dataverse API"},"environmentUrl":{"type":"string","required":true,"visibility":"user-only","description":"Dataverse environment URL (e.g., https://myorg.crm.dynamics.com)"},"entitySetName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Source entity set name (e.g., accounts)"},"recordId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Source record GUID"},"navigationProperty":{"type":"string","required":true,"visibility":"user-or-llm","description":"Navigation property name (e.g., contact_customer_accounts for collection-valued, or parentcustomerid_account for single-valued)"},"targetRecordId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Target record GUID (required for collection-valued navigation properties, omit for single-valued)"}},"oauth":{"required":true,"provider":"microsoft-dataverse"}},"microsoft_dataverse_download_file":{"id":"microsoft_dataverse_download_file","name":"Download File from Microsoft Dataverse","description":"Download a file from a file or image column on a Dataverse record. Stores the file in execution storage and returns a file reference, plus the base64 content and metadata directly.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Microsoft Dataverse API"},"environmentUrl":{"type":"string","required":true,"visibility":"user-only","description":"Dataverse environment URL (e.g., https://myorg.crm.dynamics.com)"},"entitySetName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Entity set name (plural table name, e.g., accounts, contacts)"},"recordId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Record GUID to download the file from"},"fileColumn":{"type":"string","required":true,"visibility":"user-or-llm","description":"File or image column logical name (e.g., entityimage, cr_document)"}},"oauth":{"required":true,"provider":"microsoft-dataverse"}},"microsoft_dataverse_execute_action":{"id":"microsoft_dataverse_execute_action","name":"Execute Microsoft Dataverse Action","description":"Execute a bound or unbound Dataverse action. Actions perform operations with side effects (e.g., Merge, GrantAccess, SendEmail, QualifyLead). For bound actions, provide the entity set name and record ID.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Microsoft Dataverse API"},"environmentUrl":{"type":"string","required":true,"visibility":"user-only","description":"Dataverse environment URL (e.g., https://myorg.crm.dynamics.com)"},"actionName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Action name (e.g., Merge, GrantAccess, SendEmail). Do not include the Microsoft.Dynamics.CRM. namespace prefix for unbound actions."},"entitySetName":{"type":"string","required":false,"visibility":"user-or-llm","description":"Entity set name for bound actions (e.g., accounts). Leave empty for unbound actions."},"recordId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Record GUID for bound actions. Leave empty for unbound or collection-bound actions."},"parameters":{"type":"object","required":false,"visibility":"user-or-llm","description":"Action parameters as a JSON object. For entity references, include @odata.type annotation (e.g., {\\"Target\\": {\\"@odata.type\\": \\"Microsoft.Dynamics.CRM.account\\", \\"accountid\\": \\"...\\"}})"}},"oauth":{"required":true,"provider":"microsoft-dataverse"}},"microsoft_dataverse_execute_function":{"id":"microsoft_dataverse_execute_function","name":"Execute Microsoft Dataverse Function","description":"Execute a bound or unbound Dataverse function. Functions are read-only operations (e.g., RetrievePrincipalAccess, RetrieveTotalRecordCount, InitializeFrom). For bound functions, provide the entity set name and record ID.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Microsoft Dataverse API"},"environmentUrl":{"type":"string","required":true,"visibility":"user-only","description":"Dataverse environment URL (e.g., https://myorg.crm.dynamics.com)"},"functionName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Function name (e.g., RetrievePrincipalAccess, RetrieveTotalRecordCount). Do not include the Microsoft.Dynamics.CRM. namespace prefix for unbound functions."},"entitySetName":{"type":"string","required":false,"visibility":"user-or-llm","description":"Entity set name for bound functions (e.g., systemusers). Leave empty for unbound functions."},"recordId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Record GUID for bound functions. Leave empty for unbound functions."},"parameters":{"type":"string","required":false,"visibility":"user-or-llm","description":"Function parameters for the URL. Simple values can be inlined (e.g., \\"LocalizedStandardName=\'Pacific Standard Time\',LocaleId=1033\\"), but values with reserved characters (/ < > * % & : \\\\ ? +) must use parameter aliases: put the alias assignment in parentheses and the alias-to-value bindings after a \\"?\\", e.g. \\"LocalizedStandardName=@p1,LocaleId=@p2?@p1=\'Pacific Standard Time\'&@p2=1033\\". Do not include the enclosing parentheses yourself."}},"oauth":{"required":true,"provider":"microsoft-dataverse"}},"microsoft_dataverse_fetchxml_query":{"id":"microsoft_dataverse_fetchxml_query","name":"FetchXML Query Microsoft Dataverse","description":"Execute a FetchXML query against a Microsoft Dataverse table. FetchXML supports aggregation, grouping, linked-entity joins, and complex filtering beyond OData capabilities.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Microsoft Dataverse API"},"environmentUrl":{"type":"string","required":true,"visibility":"user-only","description":"Dataverse environment URL (e.g., https://myorg.crm.dynamics.com)"},"entitySetName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Entity set name (plural table name, e.g., accounts, contacts)"},"fetchXml":{"type":"string","required":true,"visibility":"user-or-llm","description":"FetchXML query string. Must include <fetch> root element and <entity> child element matching the table logical name."}},"oauth":{"required":true,"provider":"microsoft-dataverse"}},"microsoft_dataverse_get_entity_metadata":{"id":"microsoft_dataverse_get_entity_metadata","name":"Get Microsoft Dataverse Table Metadata","description":"Retrieve table (entity) and column (attribute) definitions for a Microsoft Dataverse table by its singular logical name. Use this to look up the correct entity set name and column logical names before building record data for other operations.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Microsoft Dataverse API"},"environmentUrl":{"type":"string","required":true,"visibility":"user-only","description":"Dataverse environment URL (e.g., https://myorg.crm.dynamics.com)"},"entityLogicalName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Singular table logical name to look up (e.g., account, contact)"},"select":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated table metadata properties to return (OData $select, e.g., LogicalName,DisplayName,EntitySetName,PrimaryIdAttribute)"},"includeAttributes":{"type":"string","required":false,"visibility":"user-or-llm","description":"Set to \\"true\\" to also return the column (attribute) definitions for the table"}},"oauth":{"required":true,"provider":"microsoft-dataverse"}},"microsoft_dataverse_get_record":{"id":"microsoft_dataverse_get_record","name":"Get Microsoft Dataverse Record","description":"Retrieve a single record from a Microsoft Dataverse table by its ID. Supports $select and $expand OData query options.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Microsoft Dataverse API"},"environmentUrl":{"type":"string","required":true,"visibility":"user-only","description":"Dataverse environment URL (e.g., https://myorg.crm.dynamics.com)"},"entitySetName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Entity set name (plural table name, e.g., accounts, contacts)"},"recordId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The unique identifier (GUID) of the record to retrieve"},"select":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of columns to return (OData $select)"},"expand":{"type":"string","required":false,"visibility":"user-or-llm","description":"Navigation properties to expand (OData $expand)"}},"oauth":{"required":true,"provider":"microsoft-dataverse"}},"microsoft_dataverse_list_records":{"id":"microsoft_dataverse_list_records","name":"List Microsoft Dataverse Records","description":"Query and list records from a Microsoft Dataverse table. Supports OData query options for filtering, selecting columns, ordering, and pagination.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Microsoft Dataverse API"},"environmentUrl":{"type":"string","required":true,"visibility":"user-only","description":"Dataverse environment URL (e.g., https://myorg.crm.dynamics.com)"},"entitySetName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Entity set name (plural table name, e.g., accounts, contacts)"},"select":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of columns to return (OData $select)"},"filter":{"type":"string","required":false,"visibility":"user-or-llm","description":"OData $filter expression (e.g., statecode eq 0)"},"orderBy":{"type":"string","required":false,"visibility":"user-or-llm","description":"OData $orderby expression (e.g., name asc, createdon desc)"},"top":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of records to return (OData $top)"},"expand":{"type":"string","required":false,"visibility":"user-or-llm","description":"Navigation properties to expand (OData $expand)"},"count":{"type":"string","required":false,"visibility":"user-or-llm","description":"Set to \\"true\\" to include total record count in response (OData $count)"}},"oauth":{"required":true,"provider":"microsoft-dataverse"}},"microsoft_dataverse_search":{"id":"microsoft_dataverse_search","name":"Search Microsoft Dataverse","description":"Perform a full-text relevance search across Microsoft Dataverse tables. Requires Dataverse Search to be enabled on the environment. Supports simple and Lucene query syntax.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Microsoft Dataverse API"},"environmentUrl":{"type":"string","required":true,"visibility":"user-only","description":"Dataverse environment URL (e.g., https://myorg.crm.dynamics.com)"},"searchTerm":{"type":"string","required":true,"visibility":"user-or-llm","description":"Search text (1-100 chars). Supports simple syntax: + (AND), | (OR), - (NOT), * (wildcard), \\"exact phrase\\""},"entities":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON array of search entity configs. Each object: {\\"Name\\":\\"account\\",\\"SelectColumns\\":[\\"name\\"],\\"SearchColumns\\":[\\"name\\"],\\"Filter\\":\\"statecode eq 0\\"}"},"filter":{"type":"string","required":false,"visibility":"user-or-llm","description":"Global OData filter applied across all entities (e.g., \\"createdon gt 2024-01-01\\")"},"facets":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON array of facet specifications (e.g., [\\"entityname,count:100\\",\\"ownerid,count:100\\"])"},"top":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of results (default: 50, max: 100)"},"skip":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to skip for pagination"},"orderBy":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON array of sort expressions (e.g., [\\"createdon desc\\"])"},"searchMode":{"type":"string","required":false,"visibility":"user-or-llm","description":"Search mode: \\"any\\" (default, match any term) or \\"all\\" (match all terms)"},"searchType":{"type":"string","required":false,"visibility":"user-or-llm","description":"Query type: \\"simple\\" (default) or \\"lucene\\" (enables regex, fuzzy, proximity, boosting)"}},"oauth":{"required":true,"provider":"microsoft-dataverse"}},"microsoft_dataverse_update_multiple":{"id":"microsoft_dataverse_update_multiple","name":"Update Multiple Microsoft Dataverse Records","description":"Update multiple records of the same table type in a single request. 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If omitted, uses personal OneDrive."},"sheetName":{"type":"string","required":false,"visibility":"user-or-llm","description":"The name of the worksheet (e.g., \\"Sheet1\\"). If omitted, the range must use the combined \\"Sheet1!A1:B2\\" format."},"range":{"type":"string","required":true,"visibility":"user-or-llm","description":"The cell range to format (e.g., \\"A1:D10\\" or \\"Sheet1!A1:D10\\")"},"fillColor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Background fill color as an HTML hex code (e.g., \\"#FFFF00\\")."},"fontBold":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the font is bold."},"fontItalic":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the font is italic."},"fontColor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Font color as an HTML hex code (e.g., \\"#FF0000\\")."},"fontSize":{"type":"number","required":false,"visibility":"user-or-llm","description":"Font size in points (e.g., 12)."},"fontName":{"type":"string","required":false,"visibility":"user-or-llm","description":"Font name (e.g., \\"Calibri\\")."}},"oauth":{"required":true,"provider":"microsoft-excel"}},"microsoft_excel_read":{"id":"microsoft_excel_read","name":"Read from Microsoft Excel","description":"Read data from a Microsoft Excel spreadsheet","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Excel API"},"spreadsheetId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the spreadsheet/workbook to read from (e.g., \\"01ABC123DEF456\\")"},"driveId":{"type":"string","required":false,"visibility":"user-or-llm","description":"The ID of the drive containing the spreadsheet. 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When provided, the table is sorted and range/sheetName are ignored."},"sheetName":{"type":"string","required":false,"visibility":"user-or-llm","description":"The name of the worksheet (e.g., \\"Sheet1\\"). Used for range sorts when the range does not include a sheet name."},"range":{"type":"string","required":false,"visibility":"user-or-llm","description":"The cell range to sort (e.g., \\"A1:D10\\" or \\"Sheet1!A1:D10\\"). Required when no table name is provided."},"sortColumn":{"type":"number","required":true,"visibility":"user-or-llm","description":"The zero-based column index within the range or table to sort on (0 = first column)."},"sortAscending":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to sort in ascending order. Defaults to true."},"hasHeaders":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the range has a header row that should be excluded from sorting. Only applies to range sorts. 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\\"pbT5K2OVkkO1M7r5bfsJ6JgAGD5m\\")"},"etag":{"type":"string","required":true,"visibility":"user-only","description":"The ETag value from the task to delete (If-Match header)"}},"oauth":{"required":true,"provider":"microsoft-planner"}},"microsoft_planner_get_plan_details":{"id":"microsoft_planner_get_plan_details","name":"Get Microsoft Planner Plan Details","description":"Get detailed information about a plan including category descriptions and sharing","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Planner API"},"planId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the plan (e.g., \\"xqQg5FS2LkCe54tAMV_v2ZgADW2J\\")"}},"oauth":{"required":true,"provider":"microsoft-planner"}},"microsoft_planner_get_task_details":{"id":"microsoft_planner_get_task_details","name":"Get Microsoft Planner Task Details","description":"Get detailed information about a task including checklist and references","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Planner API"},"taskId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the task (e.g., \\"pbT5K2OVkkO1M7r5bfsJ6JgAGD5m\\")"}},"oauth":{"required":true,"provider":"microsoft-planner"}},"microsoft_planner_list_buckets":{"id":"microsoft_planner_list_buckets","name":"List Microsoft Planner Buckets","description":"List all buckets in a Microsoft Planner plan","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Planner API"},"planId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the plan (e.g., \\"xqQg5FS2LkCe54tAMV_v2ZgADW2J\\")"}},"oauth":{"required":true,"provider":"microsoft-planner"}},"microsoft_planner_list_plans":{"id":"microsoft_planner_list_plans","name":"List Microsoft Planner Plans","description":"List all plans shared with the current user","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Planner API"}},"oauth":{"required":true,"provider":"microsoft-planner"}},"microsoft_planner_read_bucket":{"id":"microsoft_planner_read_bucket","name":"Read Microsoft Planner Bucket","description":"Get details of a specific bucket","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Planner API"},"bucketId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the bucket to retrieve (e.g., \\"hsOf2dhOJkC6Fey9VjDg1JgAC9Rq\\")"}},"oauth":{"required":true,"provider":"microsoft-planner"}},"microsoft_planner_read_plan":{"id":"microsoft_planner_read_plan","name":"Read Microsoft Planner Plan","description":"Get details of a specific Microsoft Planner plan","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Planner API"},"planId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the plan to retrieve (e.g., \\"xqQg5FS2LkCe54tAMV_v2ZgADW2J\\")"}},"oauth":{"required":true,"provider":"microsoft-planner"}},"microsoft_planner_read_task":{"id":"microsoft_planner_read_task","name":"Read Microsoft Planner Tasks","description":"Read tasks from Microsoft Planner - get all user tasks or all tasks from a specific plan","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft 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\\"hsOf2dhOJkC6Fey9VjDg1JgAC9Rq\\")"},"name":{"type":"string","required":false,"visibility":"user-only","description":"The new name of the bucket"},"etag":{"type":"string","required":true,"visibility":"user-only","description":"The ETag value from the bucket to update (If-Match header)"}},"oauth":{"required":true,"provider":"microsoft-planner"}},"microsoft_planner_update_plan":{"id":"microsoft_planner_update_plan","name":"Update Microsoft Planner Plan","description":"Rename a Microsoft Planner plan","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Planner API"},"planId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the plan to update (e.g., \\"xqQg5FS2LkCe54tAMV_v2ZgADW2J\\")"},"etag":{"type":"string","required":true,"visibility":"user-only","description":"The ETag value from the plan to update (If-Match header)"},"title":{"type":"string","required":true,"visibility":"user-or-llm","description":"The new title of the plan"}},"oauth":{"required":true,"provider":"microsoft-planner"}},"microsoft_planner_update_plan_details":{"id":"microsoft_planner_update_plan_details","name":"Update Microsoft Planner Plan Details","description":"Update a plan\'s category (color label) descriptions and shared-with user list in Microsoft Planner","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Planner API"},"planId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the plan (e.g., \\"xqQg5FS2LkCe54tAMV_v2ZgADW2J\\")"},"etag":{"type":"string","required":true,"visibility":"user-only","description":"The ETag value from the plan details to update (If-Match header)"},"categoryDescriptions":{"type":"object","required":false,"visibility":"user-only","description":"Category label names as a JSON object, e.g. {\\"category1\\": \\"Blocked\\", \\"category2\\": \\"At Risk\\"}. Set a value to null to clear a label."},"sharedWith":{"type":"object","required":false,"visibility":"user-only","description":"User IDs to share the plan with as a JSON object, e.g. {\\"<user-id>\\": true}. Set a value to false to unshare."}},"oauth":{"required":true,"provider":"microsoft-planner"}},"microsoft_planner_update_task":{"id":"microsoft_planner_update_task","name":"Update Microsoft Planner Task","description":"Update a task in Microsoft Planner","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Planner API"},"taskId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the task to update (e.g., \\"pbT5K2OVkkO1M7r5bfsJ6JgAGD5m\\")"},"etag":{"type":"string","required":true,"visibility":"user-only","description":"The ETag value from the task to update (If-Match header)"},"title":{"type":"string","required":false,"visibility":"user-or-llm","description":"The new title of the task (e.g., \\"Review quarterly report\\")"},"bucketId":{"type":"string","required":false,"visibility":"user-or-llm","description":"The bucket ID to move the task to (e.g., \\"hsOf2dhOJkC6Fey9VjDg1JgAC9Rq\\")"},"dueDateTime":{"type":"string","required":false,"visibility":"user-or-llm","description":"The due date and time for the task in ISO 8601 format (e.g., \\"2025-03-15T17:00:00Z\\")"},"startDateTime":{"type":"string","required":false,"visibility":"user-only","description":"The start date and time for the task (ISO 8601 format)"},"percentComplete":{"type":"number","required":false,"visibility":"user-only","description":"The percentage of task completion (0-100)"},"priority":{"type":"number","required":false,"visibility":"user-only","description":"The priority of the task (0-10)"},"assigneeUserId":{"type":"string","required":false,"visibility":"user-or-llm","description":"The user ID to assign the task to (e.g., \\"e82f74c3-4d8a-4b5c-9f1e-2a6b8c9d0e3f\\")"},"appliedCategories":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated category labels to apply to the task, e.g. \\"category1,category3\\" (up to category1-category25, plan-defined color labels)"}},"oauth":{"required":true,"provider":"microsoft-planner"}},"microsoft_planner_update_task_details":{"id":"microsoft_planner_update_task_details","name":"Update Microsoft Planner Task Details","description":"Update task details including description, checklist items, and references in Microsoft Planner","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Planner API"},"taskId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the task (e.g., \\"pbT5K2OVkkO1M7r5bfsJ6JgAGD5m\\")"},"etag":{"type":"string","required":true,"visibility":"user-only","description":"The ETag value from the task details to update (If-Match header)"},"description":{"type":"string","required":false,"visibility":"user-only","description":"The description of the task"},"checklist":{"type":"object","required":false,"visibility":"user-only","description":"Checklist items as a JSON object"},"references":{"type":"object","required":false,"visibility":"user-only","description":"References as a JSON object"},"previewType":{"type":"string","required":false,"visibility":"user-only","description":"Preview type: automatic, noPreview, checklist, description, or reference"}},"oauth":{"required":true,"provider":"microsoft-planner"}},"microsoft_teams_delete_channel_message":{"id":"microsoft_teams_delete_channel_message","name":"Delete Microsoft Teams Channel Message","description":"Soft delete a message in a Microsoft Teams channel","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Teams API"},"teamId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the team (e.g., \\"12345678-abcd-1234-efgh-123456789012\\" - a GUID from team listings or channel info)"},"channelId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the channel containing the message (e.g., \\"19:abc123def456@thread.tacv2\\" - from channel listings)"},"messageId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the message to delete (e.g., \\"1234567890123\\" - a numeric string from message responses)"}},"oauth":{"required":true,"provider":"microsoft-teams"}},"microsoft_teams_delete_chat_message":{"id":"microsoft_teams_delete_chat_message","name":"Delete Microsoft Teams Chat Message","description":"Soft delete a message in a Microsoft Teams chat","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Teams API"},"chatId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the chat containing the message (e.g., \\"19:abc123def456@thread.v2\\" - from chat listings)"},"messageId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the message to delete (e.g., \\"1234567890123\\" - a numeric string from message responses)"}},"oauth":{"required":true,"provider":"microsoft-teams"}},"microsoft_teams_get_message":{"id":"microsoft_teams_get_message","name":"Get Microsoft Teams Message","description":"Get a specific message from a Microsoft Teams chat or channel","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Teams API"},"teamId":{"type":"string","required":false,"visibility":"user-or-llm","description":"The ID of the team for channel messages (e.g., \\"12345678-abcd-1234-efgh-123456789012\\" - a GUID)"},"channelId":{"type":"string","required":false,"visibility":"user-or-llm","description":"The ID of the channel for channel messages (e.g., \\"19:abc123def456@thread.tacv2\\")"},"chatId":{"type":"string","required":false,"visibility":"user-or-llm","description":"The ID of the chat for chat messages (e.g., \\"19:abc123def456@thread.v2\\")"},"messageId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the message to retrieve (e.g., \\"1234567890123\\" - a numeric string from message responses)"}},"oauth":{"required":true,"provider":"microsoft-teams"}},"microsoft_teams_list_channel_members":{"id":"microsoft_teams_list_channel_members","name":"List Microsoft Teams Channel Members","description":"List all members of a Microsoft Teams channel","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Teams API"},"teamId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the team (e.g., \\"12345678-abcd-1234-efgh-123456789012\\" - a GUID from team listings)"},"channelId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the channel (e.g., \\"19:abc123def456@thread.tacv2\\" - from channel listings)"}},"oauth":{"required":true,"provider":"microsoft-teams"}},"microsoft_teams_list_channels":{"id":"microsoft_teams_list_channels","name":"List Microsoft Teams Channels","description":"List all channels in a Microsoft Teams team","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Teams API"},"teamId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the team (e.g., \\"12345678-abcd-1234-efgh-123456789012\\" - a GUID from team listings)"}},"oauth":{"required":true,"provider":"microsoft-teams"}},"microsoft_teams_list_chat_members":{"id":"microsoft_teams_list_chat_members","name":"List Microsoft Teams Chat Members","description":"List all members of a Microsoft Teams chat","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Teams API"},"chatId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the chat (e.g., \\"19:abc123def456@thread.v2\\" - from chat listings)"}},"oauth":{"required":true,"provider":"microsoft-teams"}},"microsoft_teams_list_chats":{"id":"microsoft_teams_list_chats","name":"List Microsoft Teams Chats","description":"List the Microsoft Teams chats the current user is part of","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Teams API"}},"oauth":{"required":true,"provider":"microsoft-teams"}},"microsoft_teams_list_team_members":{"id":"microsoft_teams_list_team_members","name":"List Microsoft Teams Team Members","description":"List all members of a Microsoft Teams team","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Teams API"},"teamId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the team (e.g., \\"12345678-abcd-1234-efgh-123456789012\\" - a GUID from team listings)"}},"oauth":{"required":true,"provider":"microsoft-teams"}},"microsoft_teams_list_teams":{"id":"microsoft_teams_list_teams","name":"List Microsoft Teams","description":"List the Microsoft Teams the current user is a direct member of","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Teams API"}},"oauth":{"required":true,"provider":"microsoft-teams"}},"microsoft_teams_read_channel":{"id":"microsoft_teams_read_channel","name":"Read Microsoft Teams Channel","description":"Read content from a Microsoft Teams channel","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Teams API"},"teamId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the team to read from (e.g., \\"12345678-abcd-1234-efgh-123456789012\\" - a GUID from team listings)"},"channelId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the channel to read from (e.g., \\"19:abc123def456@thread.tacv2\\" - from channel listings)"},"includeAttachments":{"type":"boolean","required":false,"visibility":"user-only","description":"Download and include message attachments (hosted contents) into storage"}},"oauth":{"required":true,"provider":"microsoft-teams"}},"microsoft_teams_read_chat":{"id":"microsoft_teams_read_chat","name":"Read Microsoft Teams Chat","description":"Read content from a Microsoft Teams chat","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Teams API"},"chatId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the chat to read from (e.g., \\"19:abc123def456@thread.v2\\" - from chat listings)"},"includeAttachments":{"type":"boolean","required":false,"visibility":"user-only","description":"Download and include message attachments (hosted contents) into storage"}},"oauth":{"required":true,"provider":"microsoft-teams"}},"microsoft_teams_reply_to_message":{"id":"microsoft_teams_reply_to_message","name":"Reply to Microsoft Teams Channel Message","description":"Reply to an existing message in a Microsoft Teams channel","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Teams API"},"teamId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the team (e.g., \\"12345678-abcd-1234-efgh-123456789012\\" - a GUID from team listings or channel info)"},"channelId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the channel (e.g., \\"19:abc123def456@thread.tacv2\\" - from channel listings)"},"messageId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the message to reply to (e.g., \\"1234567890123\\" - a numeric string from message responses)"},"content":{"type":"string","required":true,"visibility":"user-or-llm","description":"The reply content (plain text or HTML formatted message)"}},"oauth":{"required":true,"provider":"microsoft-teams"}},"microsoft_teams_set_reaction":{"id":"microsoft_teams_set_reaction","name":"Add Reaction to Microsoft Teams Message","description":"Add an emoji reaction to a message in Microsoft Teams","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Teams API"},"teamId":{"type":"string","required":false,"visibility":"user-or-llm","description":"The ID of the team for channel messages (e.g., \\"12345678-abcd-1234-efgh-123456789012\\" - a GUID)"},"channelId":{"type":"string","required":false,"visibility":"user-or-llm","description":"The ID of the channel for channel messages (e.g., \\"19:abc123def456@thread.tacv2\\")"},"chatId":{"type":"string","required":false,"visibility":"user-or-llm","description":"The ID of the chat for chat messages (e.g., \\"19:abc123def456@thread.v2\\")"},"messageId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the message to react to (e.g., \\"1234567890123\\" - a numeric string from message responses)"},"reactionType":{"type":"string","required":true,"visibility":"user-or-llm","description":"The emoji reaction (e.g., ❤️, 👍, 😊)"}},"oauth":{"required":true,"provider":"microsoft-teams"}},"microsoft_teams_unset_reaction":{"id":"microsoft_teams_unset_reaction","name":"Remove Reaction from Microsoft Teams Message","description":"Remove an emoji reaction from a message in Microsoft Teams","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Teams API"},"teamId":{"type":"string","required":false,"visibility":"user-or-llm","description":"The ID of the team for channel messages (e.g., \\"12345678-abcd-1234-efgh-123456789012\\" - a GUID)"},"channelId":{"type":"string","required":false,"visibility":"user-or-llm","description":"The ID of the channel for channel messages (e.g., \\"19:abc123def456@thread.tacv2\\")"},"chatId":{"type":"string","required":false,"visibility":"user-or-llm","description":"The ID of the chat for chat messages (e.g., \\"19:abc123def456@thread.v2\\")"},"messageId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the message (e.g., \\"1234567890123\\" - a numeric string from message responses)"},"reactionType":{"type":"string","required":true,"visibility":"user-or-llm","description":"The emoji reaction to remove (e.g., ❤️, 👍, 😊)"}},"oauth":{"required":true,"provider":"microsoft-teams"}},"microsoft_teams_update_channel_message":{"id":"microsoft_teams_update_channel_message","name":"Update Microsoft Teams Channel Message","description":"Update an existing message in a Microsoft Teams channel","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Teams API"},"teamId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the team (e.g., \\"12345678-abcd-1234-efgh-123456789012\\" - a GUID from team listings or channel info)"},"channelId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the channel containing the message (e.g., \\"19:abc123def456@thread.tacv2\\" - from channel listings)"},"messageId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the message to update (e.g., \\"1234567890123\\" - a numeric string from message responses)"},"content":{"type":"string","required":true,"visibility":"user-or-llm","description":"The new content for the message (plain text or HTML formatted)"}},"oauth":{"required":true,"provider":"microsoft-teams"}},"microsoft_teams_update_chat_message":{"id":"microsoft_teams_update_chat_message","name":"Update Microsoft Teams Chat Message","description":"Update an existing message in a Microsoft Teams chat","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Teams API"},"chatId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the chat containing the message (e.g., \\"19:abc123def456@thread.v2\\" - from chat listings)"},"messageId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the message to update (e.g., \\"1234567890123\\" - a numeric string from message responses)"},"content":{"type":"string","required":true,"visibility":"user-or-llm","description":"The new content for the message (plain text or HTML formatted)"}},"oauth":{"required":true,"provider":"microsoft-teams"}},"microsoft_teams_write_channel":{"id":"microsoft_teams_write_channel","name":"Write to Microsoft Teams Channel","description":"Write or send a message to a Microsoft Teams channel","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Teams API"},"teamId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the team to write to (e.g., \\"12345678-abcd-1234-efgh-123456789012\\" - a GUID from team listings)"},"channelId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the channel to write to (e.g., \\"19:abc123def456@thread.tacv2\\" - from channel listings)"},"content":{"type":"string","required":true,"visibility":"user-or-llm","description":"The content to write to the channel (plain text or HTML formatted, supports @mentions)"},"files":{"type":"file[]","required":false,"visibility":"user-only","description":"Files to attach to the message"}},"oauth":{"required":true,"provider":"microsoft-teams"}},"microsoft_teams_write_chat":{"id":"microsoft_teams_write_chat","name":"Write to Microsoft Teams Chat","description":"Write or update content in a Microsoft Teams chat","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Teams API"},"chatId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the chat to write to (e.g., \\"19:abc123def456@thread.v2\\" - from chat listings)"},"content":{"type":"string","required":true,"visibility":"user-or-llm","description":"The content to write to the message (plain text or HTML formatted, supports @mentions)"},"files":{"type":"file[]","required":false,"visibility":"user-only","description":"Files to attach to the message"}},"oauth":{"required":true,"provider":"microsoft-teams"}},"millionverifier_get_credits":{"id":"millionverifier_get_credits","name":"MillionVerifier Get Credits","description":"Retrieve the remaining verification credits for the authenticated account.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"MillionVerifier API Key"}}},"millionverifier_verify_email":{"id":"millionverifier_verify_email","name":"MillionVerifier Verify Email","description":"Verify the deliverability of an email address. Uses one verification credit.","version":"1.0.0","params":{"email":{"type":"string","required":true,"visibility":"user-or-llm","description":"Email address to verify (e.g., john@example.com)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"MillionVerifier API Key"}}},"mistral_parser":{"id":"mistral_parser","name":"Mistral PDF Parser","description":"Parse PDF documents using Mistral OCR API","version":"1.0.0","params":{"filePath":{"type":"string","required":false,"visibility":"user-only","description":"URL to a PDF document to be processed"},"file":{"type":"file","required":false,"visibility":"hidden","description":"Document file to be processed"},"fileUpload":{"type":"object","required":false,"visibility":"hidden","description":"File upload data from file-upload component"},"resultType":{"type":"string","required":false,"visibility":"user-or-llm","description":"Type of parsed result (markdown, text, or json). Defaults to markdown."},"includeImageBase64":{"type":"boolean","required":false,"visibility":"hidden","description":"Include base64-encoded images in the response"},"pages":{"type":"array","required":false,"visibility":"user-only","description":"Specific pages to process (array of page numbers, starting from 0)"},"imageLimit":{"type":"number","required":false,"visibility":"hidden","description":"Maximum number of images to extract from the PDF"},"imageMinSize":{"type":"number","required":false,"visibility":"hidden","description":"Minimum height and width of images to extract from the PDF"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Mistral API key (MISTRAL_API_KEY)"}}},"mistral_parser_v2":{"id":"mistral_parser_v2","name":"Mistral PDF Parser","description":"Parse PDF documents using Mistral OCR API","version":"2.0.0","params":{"filePath":{"type":"string","required":false,"visibility":"user-only","description":"URL to a PDF document to be processed"},"file":{"type":"file","required":false,"visibility":"hidden","description":"Document file to be processed"},"fileUpload":{"type":"object","required":false,"visibility":"hidden","description":"File upload data from file-upload component"},"resultType":{"type":"string","required":false,"visibility":"user-or-llm","description":"Type of parsed result (markdown, text, or json). Defaults to markdown."},"includeImageBase64":{"type":"boolean","required":false,"visibility":"hidden","description":"Include base64-encoded images in the response"},"pages":{"type":"array","required":false,"visibility":"user-only","description":"Specific pages to process (array of page numbers, starting from 0)"},"imageLimit":{"type":"number","required":false,"visibility":"hidden","description":"Maximum number of images to extract from the PDF"},"imageMinSize":{"type":"number","required":false,"visibility":"hidden","description":"Minimum height and width of images to extract from the PDF"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Mistral API key (MISTRAL_API_KEY)"}}},"mistral_parser_v3":{"id":"mistral_parser_v3","name":"Mistral PDF Parser","description":"Parse PDF documents using Mistral OCR API","version":"3.0.0","params":{"file":{"type":"file","required":true,"visibility":"hidden","description":"Normalized UserFile from file upload or file reference"},"resultType":{"type":"string","required":false,"visibility":"user-or-llm","description":"Type of parsed result (markdown, text, or json). Defaults to markdown."},"includeImageBase64":{"type":"boolean","required":false,"visibility":"hidden","description":"Include base64-encoded images in the response"},"pages":{"type":"array","required":false,"visibility":"user-only","description":"Specific pages to process (array of page numbers, starting from 0)"},"imageLimit":{"type":"number","required":false,"visibility":"hidden","description":"Maximum number of images to extract from the PDF"},"imageMinSize":{"type":"number","required":false,"visibility":"hidden","description":"Minimum height and width of images to extract from the PDF"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Mistral API key (MISTRAL_API_KEY)"}}},"monday_archive_item":{"id":"monday_archive_item","name":"Monday Archive Item","description":"Archive an item on a Monday.com board","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Monday.com OAuth access 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Supports dall-e-3, gpt-image-2, gpt-image-1.5, gpt-image-1, and gpt-image-1-mini."},"prompt":{"type":"string","required":true,"visibility":"user-or-llm","description":"A text description of the desired image"},"size":{"type":"string","required":true,"visibility":"user-or-llm","description":"Image size. dall-e-3: 1024x1024, 1024x1792, or 1792x1024. GPT Image models: auto, 1024x1024, 1536x1024, or 1024x1536. gpt-image-2 also supports 2560x1440 and 3840x2160."},"quality":{"type":"string","required":false,"visibility":"user-or-llm","description":"Quality. dall-e-3: standard|hd. GPT Image models: auto|low|medium|high"},"style":{"type":"string","required":false,"visibility":"user-or-llm","description":"The style of the image (vivid or natural), only for dall-e-3"},"background":{"type":"string","required":false,"visibility":"user-or-llm","description":"Background for GPT Image models: auto|transparent|opaque"},"outputFormat":{"type":"string","required":false,"visibility":"user-or-llm","description":"Output image format (png, jpeg, webp), only for GPT Image models"},"moderation":{"type":"string","required":false,"visibility":"user-or-llm","description":"Moderation level (auto or low), only for GPT Image models"},"n":{"type":"number","required":false,"visibility":"hidden","description":"Reserved for legacy callers. This tool returns a single generated image."},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Your OpenAI API key"}}},"outlook_calendar_create_event":{"id":"outlook_calendar_create_event","name":"Outlook Create Calendar Event","description":"Create a new Outlook calendar event","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Outlook"},"calendarId":{"type":"string","required":false,"visibility":"user-only","description":"ID of the calendar to create the event in. Defaults to the mailbox default calendar. Calendars shared by another user are not supported and may return 403."},"subject":{"type":"string","required":true,"visibility":"user-or-llm","description":"Event subject/title"},"startDateTime":{"type":"string","required":true,"visibility":"user-or-llm","description":"Start time (ISO 8601, e.g. 2025-06-03T10:00:00-08:00). A date-only value (2025-06-03) for both start and end creates an all-day event."},"endDateTime":{"type":"string","required":true,"visibility":"user-or-llm","description":"End time (ISO 8601, e.g. 2025-06-03T11:00:00-08:00). A date-only value (2025-06-04) for both start and end creates an all-day event."},"timeZone":{"type":"string","required":false,"visibility":"user-or-llm","description":"IANA or Windows time zone name (e.g. America/Los_Angeles). Used for datetimes without a UTC offset. Defaults to UTC."},"body":{"type":"string","required":false,"visibility":"user-or-llm","description":"Event body content"},"contentType":{"type":"string","required":false,"visibility":"user-or-llm","description":"Content type for the event body (text or html)"},"location":{"type":"string","required":false,"visibility":"user-or-llm","description":"Event location display name"},"attendees":{"type":"string","required":false,"visibility":"user-or-llm","description":"Attendee email addresses (comma-separated)"},"isAllDay":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the event lasts the entire day"},"isOnlineMeeting":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Attach an online meeting to the event. The join URL depends on the meeting providers the mailbox allows (Teams on work/school accounts); personal accounts have no supported provider, so onlineMeeting.joinUrl stays null there."}},"oauth":{"required":true,"provider":"outlook"}},"outlook_calendar_delete_event":{"id":"outlook_calendar_delete_event","name":"Outlook Delete Calendar Event","description":"Delete an Outlook calendar event by ID","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Outlook"},"eventId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the calendar event to delete"}},"oauth":{"required":true,"provider":"outlook"}},"outlook_calendar_get_event":{"id":"outlook_calendar_get_event","name":"Outlook Get Calendar Event","description":"Get a single Outlook calendar event by ID","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Outlook"},"eventId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the calendar event to retrieve"}},"oauth":{"required":true,"provider":"outlook"}},"outlook_calendar_list_events":{"id":"outlook_calendar_list_events","name":"Outlook List Calendar Events","description":"List Outlook calendar events within a start/end time window","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Outlook"},"calendarId":{"type":"string","required":false,"visibility":"user-only","description":"ID of the calendar to read. Defaults to the mailbox default calendar. Calendars shared by another user are not supported and may return 403."},"startDateTime":{"type":"string","required":false,"visibility":"user-or-llm","description":"Start of the time window (ISO 8601, e.g. 2025-06-03T00:00:00-08:00). Interpreted as UTC if no offset is given. Required unless paging with pageToken."},"endDateTime":{"type":"string","required":false,"visibility":"user-or-llm","description":"End of the time window (ISO 8601, e.g. 2025-06-10T00:00:00-08:00). Interpreted as UTC if no offset is given. Required unless paging with pageToken."},"maxResults":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of events to return per page (default: 10, max: 100)"},"orderBy":{"type":"string","required":false,"visibility":"user-or-llm","description":"Order of events (default: start/dateTime)"},"pageToken":{"type":"string","required":false,"visibility":"user-only","description":"Full @odata.nextLink URL from a previous page to continue paging"}},"oauth":{"required":true,"provider":"outlook"}},"outlook_calendar_respond":{"id":"outlook_calendar_respond","name":"Outlook Respond to Calendar Invite","description":"Accept, tentatively accept, or decline an Outlook calendar event invitation","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Outlook"},"eventId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the calendar event to respond to"},"responseType":{"type":"string","required":true,"visibility":"user-or-llm","description":"The response: accept, tentativelyAccept, or decline"},"comment":{"type":"string","required":false,"visibility":"user-or-llm","description":"Optional comment to include with the response"},"sendResponse":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to send a response to the organizer (default: true)"}},"oauth":{"required":true,"provider":"outlook"}},"outlook_calendar_update_event":{"id":"outlook_calendar_update_event","name":"Outlook Update Calendar Event","description":"Update an existing Outlook calendar event","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Outlook"},"eventId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the calendar event to update"},"subject":{"type":"string","required":false,"visibility":"user-or-llm","description":"New event subject/title"},"startDateTime":{"type":"string","required":false,"visibility":"user-or-llm","description":"New start time (ISO 8601). A date-only value (2025-06-03) converts the event to all-day."},"endDateTime":{"type":"string","required":false,"visibility":"user-or-llm","description":"New end time (ISO 8601). A date-only value (2025-06-04) converts the event to all-day."},"timeZone":{"type":"string","required":false,"visibility":"user-or-llm","description":"IANA or Windows time zone name applied to updated datetimes without a UTC offset. Defaults to UTC."},"body":{"type":"string","required":false,"visibility":"user-or-llm","description":"New event body content"},"contentType":{"type":"string","required":false,"visibility":"user-or-llm","description":"Content type for the event body (text or html)"},"location":{"type":"string","required":false,"visibility":"user-or-llm","description":"New event location display name"},"attendees":{"type":"string","required":false,"visibility":"user-or-llm","description":"Replacement attendee email addresses (comma-separated)"},"isAllDay":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the event lasts the entire day. Setting this true requires also sending startDateTime, since Graph needs midnight bounds."},"isOnlineMeeting":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Attach an online meeting to the event. The join URL depends on the meeting providers the mailbox allows (Teams on work/school accounts); personal accounts have no supported provider, so onlineMeeting.joinUrl stays null there."}},"oauth":{"required":true,"provider":"outlook"}},"outlook_copy":{"id":"outlook_copy","name":"Outlook Copy","description":"Copy an Outlook message to another folder","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Outlook API"},"messageId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the message to copy"},"destinationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the destination folder"}},"oauth":{"required":true,"provider":"outlook"}},"outlook_create_folder":{"id":"outlook_create_folder","name":"Outlook Create Folder","description":"Create a new mail folder in the root of the Outlook mailbox","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Outlook"},"displayName":{"type":"string","required":true,"visibility":"user-or-llm","description":"The display name of the new folder"},"isHidden":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the new folder is hidden (cannot be changed after creation)"}},"oauth":{"required":true,"provider":"outlook"}},"outlook_delete":{"id":"outlook_delete","name":"Outlook Delete","description":"Delete an Outlook message (move to Deleted Items)","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Outlook API"},"messageId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the message to delete"}},"oauth":{"required":true,"provider":"outlook"}},"outlook_draft":{"id":"outlook_draft","name":"Outlook Draft","description":"Draft emails using Outlook","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Outlook API"},"to":{"type":"string","required":true,"visibility":"user-or-llm","description":"Recipient email address"},"subject":{"type":"string","required":true,"visibility":"user-or-llm","description":"Email subject"},"body":{"type":"string","required":true,"visibility":"user-or-llm","description":"Email body content"},"contentType":{"type":"string","required":false,"visibility":"user-or-llm","description":"Content type for the email body (text or html)"},"cc":{"type":"string","required":false,"visibility":"user-or-llm","description":"CC recipients (comma-separated)"},"bcc":{"type":"string","required":false,"visibility":"user-or-llm","description":"BCC recipients (comma-separated)"},"attachments":{"type":"file[]","required":false,"visibility":"user-only","description":"Files to attach to the email draft"}},"oauth":{"required":true,"provider":"outlook"}},"outlook_forward":{"id":"outlook_forward","name":"Outlook Forward","description":"Forward an existing Outlook message to specified recipients","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Outlook"},"messageId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the message to forward"},"to":{"type":"string","required":true,"visibility":"user-or-llm","description":"Recipient email address(es), comma-separated"},"comment":{"type":"string","required":false,"visibility":"user-or-llm","description":"Optional comment to include with the forwarded message"}},"oauth":{"required":true,"provider":"outlook"}},"outlook_get_attachment":{"id":"outlook_get_attachment","name":"Outlook Get Attachment","description":"Get a single attachment on an Outlook message, including its file contents","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Outlook"},"messageId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the message that owns the attachment"},"attachmentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the attachment to retrieve"}},"oauth":{"required":true,"provider":"outlook"}},"outlook_list_attachments":{"id":"outlook_list_attachments","name":"Outlook List Attachments","description":"List the attachments on an Outlook message (metadata only, without contents)","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Outlook"},"messageId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the message whose attachments to list"}},"oauth":{"required":true,"provider":"outlook"}},"outlook_list_folders":{"id":"outlook_list_folders","name":"Outlook List Folders","description":"List mail folders in the root of the Outlook mailbox","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Outlook"},"maxResults":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of folders to retrieve (default: 50, max: 100)"},"includeHiddenFolders":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to include hidden folders in the results"}},"oauth":{"required":true,"provider":"outlook"}},"outlook_mark_read":{"id":"outlook_mark_read","name":"Outlook Mark as Read","description":"Mark an Outlook message as read","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Outlook API"},"messageId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the message to mark as read"}},"oauth":{"required":true,"provider":"outlook"}},"outlook_mark_unread":{"id":"outlook_mark_unread","name":"Outlook Mark as Unread","description":"Mark an Outlook message as unread","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Outlook API"},"messageId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the message to mark as unread"}},"oauth":{"required":true,"provider":"outlook"}},"outlook_move":{"id":"outlook_move","name":"Outlook Move","description":"Move emails between Outlook folders","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Outlook API"},"messageId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the message to move"},"destinationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the destination folder"}},"oauth":{"required":true,"provider":"outlook"}},"outlook_read":{"id":"outlook_read","name":"Outlook Read","description":"Read emails from Outlook","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Outlook"},"folder":{"type":"string","required":false,"visibility":"user-or-llm","description":"Folder ID to read emails from (e.g., \\"Inbox\\", \\"Drafts\\", or a folder ID)"},"maxResults":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of emails to retrieve (default: 1, max: 10)"},"includeAttachments":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to download and include email attachments"}},"oauth":{"required":true,"provider":"outlook"}},"outlook_reply":{"id":"outlook_reply","name":"Outlook Reply","description":"Reply to the sender of an Outlook message with a comment","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Outlook"},"messageId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the message to reply to"},"comment":{"type":"string","required":false,"visibility":"user-or-llm","description":"The reply text to include above the original message"}},"oauth":{"required":true,"provider":"outlook"}},"outlook_reply_all":{"id":"outlook_reply_all","name":"Outlook Reply All","description":"Reply to all recipients of an Outlook message with a comment","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Outlook"},"messageId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the message to reply to"},"comment":{"type":"string","required":false,"visibility":"user-or-llm","description":"The reply text to include above the original message"}},"oauth":{"required":true,"provider":"outlook"}},"outlook_search":{"id":"outlook_search","name":"Outlook Search","description":"Search Outlook messages using a free-text query (Microsoft Graph $search)","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Outlook"},"query":{"type":"string","required":true,"visibility":"user-or-llm","description":"Search text matched against the subject, body, sender, and recipients of messages"},"maxResults":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of messages to retrieve (default: 10, max: 25)"}},"oauth":{"required":true,"provider":"outlook"}},"outlook_send":{"id":"outlook_send","name":"Outlook Send","description":"Send emails using Outlook","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Outlook API"},"to":{"type":"string","required":true,"visibility":"user-or-llm","description":"Recipient email address (comma-separated for multiple recipients)"},"subject":{"type":"string","required":true,"visibility":"user-or-llm","description":"Email subject"},"body":{"type":"string","required":true,"visibility":"user-or-llm","description":"Email body content"},"contentType":{"type":"string","required":false,"visibility":"user-or-llm","description":"Content type for the email body (text or html)"},"replyToMessageId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Message ID to reply to (for threading)"},"cc":{"type":"string","required":false,"visibility":"user-or-llm","description":"CC recipients (comma-separated)"},"bcc":{"type":"string","required":false,"visibility":"user-or-llm","description":"BCC recipients (comma-separated)"},"attachments":{"type":"file[]","required":false,"visibility":"user-only","description":"Files to attach to the email"}},"oauth":{"required":true,"provider":"outlook"}},"outlook_update_message":{"id":"outlook_update_message","name":"Outlook Update Message","description":"Set the categories, follow-up flag, and importance on an Outlook message","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Outlook"},"messageId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the message to update"},"categories":{"type":"json","required":false,"visibility":"user-or-llm","description":"Array of category names to assign to the message (replaces existing categories; leave empty to keep them unchanged)"},"flagStatus":{"type":"string","required":false,"visibility":"user-or-llm","description":"Follow-up flag status: notFlagged, flagged, or complete"},"importance":{"type":"string","required":false,"visibility":"user-or-llm","description":"Message importance: low, normal, or high"}},"oauth":{"required":true,"provider":"outlook"}},"pagerduty_add_note":{"id":"pagerduty_add_note","name":"PagerDuty Add Note","description":"Add a note to an existing PagerDuty incident.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PagerDuty REST API Key"},"fromEmail":{"type":"string","required":true,"visibility":"user-or-llm","description":"Email address of a valid PagerDuty user"},"incidentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the incident to add the note to"},"content":{"type":"string","required":true,"visibility":"user-or-llm","description":"Note content text"}}},"pagerduty_create_incident":{"id":"pagerduty_create_incident","name":"PagerDuty Create Incident","description":"Create a new incident in PagerDuty.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PagerDuty REST API Key"},"fromEmail":{"type":"string","required":true,"visibility":"user-or-llm","description":"Email address of a valid PagerDuty user"},"title":{"type":"string","required":true,"visibility":"user-or-llm","description":"Incident title/summary"},"serviceId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the PagerDuty service"},"urgency":{"type":"string","required":false,"visibility":"user-or-llm","description":"Urgency level (high or low)"},"body":{"type":"string","required":false,"visibility":"user-or-llm","description":"Detailed description of the incident"},"escalationPolicyId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Escalation policy ID to assign"},"assigneeId":{"type":"string","required":false,"visibility":"user-or-llm","description":"User ID to assign the incident to"},"incidentKey":{"type":"string","required":false,"visibility":"user-or-llm","description":"De-duplication key. A subsequent request with the same service and incident key updates the existing open incident instead of creating a new one"}}},"pagerduty_get_incident":{"id":"pagerduty_get_incident","name":"PagerDuty Get Incident","description":"Get a single incident from PagerDuty by ID.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PagerDuty REST API Key"},"incidentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the incident to fetch"}}},"pagerduty_get_service":{"id":"pagerduty_get_service","name":"PagerDuty Get Service","description":"Get a single service from PagerDuty by ID.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PagerDuty REST API Key"},"serviceId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the service to fetch"}}},"pagerduty_list_escalation_policies":{"id":"pagerduty_list_escalation_policies","name":"PagerDuty List Escalation Policies","description":"List escalation policies from PagerDuty with an optional name filter.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PagerDuty REST API Key"},"query":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter escalation policies by name"},"limit":{"type":"string","required":false,"visibility":"user-or-llm","description":"Maximum number of results (max 100)"},"offset":{"type":"string","required":false,"visibility":"user-or-llm","description":"Offset to start pagination search results"}}},"pagerduty_list_incident_alerts":{"id":"pagerduty_list_incident_alerts","name":"PagerDuty List Incident Alerts","description":"List the individual alerts attached to a PagerDuty incident.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PagerDuty REST API Key"},"incidentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the incident whose alerts to list"},"statuses":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated statuses to filter (triggered, resolved)"},"limit":{"type":"string","required":false,"visibility":"user-or-llm","description":"Maximum number of results (max 100)"},"offset":{"type":"string","required":false,"visibility":"user-or-llm","description":"Offset to start pagination search results"}}},"pagerduty_list_incidents":{"id":"pagerduty_list_incidents","name":"PagerDuty List Incidents","description":"List incidents from PagerDuty with optional filters.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PagerDuty REST API Key"},"statuses":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated statuses to filter (triggered, acknowledged, resolved)"},"urgencies":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated urgencies to filter (high, low)"},"serviceIds":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated service IDs to filter"},"since":{"type":"string","required":false,"visibility":"user-or-llm","description":"Start date filter (ISO 8601 format)"},"until":{"type":"string","required":false,"visibility":"user-or-llm","description":"End date filter (ISO 8601 format)"},"sortBy":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort field (e.g., created_at:desc)"},"limit":{"type":"string","required":false,"visibility":"user-or-llm","description":"Maximum number of results (max 100)"},"offset":{"type":"string","required":false,"visibility":"user-or-llm","description":"Offset to start pagination search results"}}},"pagerduty_list_oncalls":{"id":"pagerduty_list_oncalls","name":"PagerDuty List On-Calls","description":"List current on-call entries from PagerDuty.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PagerDuty REST API Key"},"escalationPolicyIds":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated escalation policy IDs to filter"},"scheduleIds":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated schedule IDs to filter"},"since":{"type":"string","required":false,"visibility":"user-or-llm","description":"Start time filter (ISO 8601 format)"},"until":{"type":"string","required":false,"visibility":"user-or-llm","description":"End time filter (ISO 8601 format)"},"limit":{"type":"string","required":false,"visibility":"user-or-llm","description":"Maximum number of results (max 100)"},"offset":{"type":"string","required":false,"visibility":"user-or-llm","description":"Offset to start pagination search results"}}},"pagerduty_list_schedules":{"id":"pagerduty_list_schedules","name":"PagerDuty List Schedules","description":"List on-call schedules from PagerDuty with an optional name filter.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PagerDuty REST API Key"},"query":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter schedules by name"},"limit":{"type":"string","required":false,"visibility":"user-or-llm","description":"Maximum number of results (max 100)"},"offset":{"type":"string","required":false,"visibility":"user-or-llm","description":"Offset to start pagination search results"}}},"pagerduty_list_services":{"id":"pagerduty_list_services","name":"PagerDuty List Services","description":"List services from PagerDuty with optional name filter.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PagerDuty REST API Key"},"query":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter services by name"},"limit":{"type":"string","required":false,"visibility":"user-or-llm","description":"Maximum number of results (max 100)"},"offset":{"type":"string","required":false,"visibility":"user-or-llm","description":"Offset to start pagination search results"}}},"pagerduty_list_users":{"id":"pagerduty_list_users","name":"PagerDuty List Users","description":"List users from PagerDuty with an optional name/email filter.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PagerDuty REST API Key"},"query":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter users by name or email"},"limit":{"type":"string","required":false,"visibility":"user-or-llm","description":"Maximum number of results (max 100)"},"offset":{"type":"string","required":false,"visibility":"user-or-llm","description":"Offset to start pagination search results"}}},"pagerduty_merge_incidents":{"id":"pagerduty_merge_incidents","name":"PagerDuty Merge Incidents","description":"Merge one or more source incidents into a target incident. Source incidents are resolved and their alerts move to the target.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PagerDuty REST API Key"},"fromEmail":{"type":"string","required":true,"visibility":"user-or-llm","description":"Email address of a valid PagerDuty user"},"targetIncidentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the incident that will absorb the source incidents"},"sourceIncidentIds":{"type":"string","required":true,"visibility":"user-or-llm","description":"Comma-separated IDs of the incidents to merge into the target incident"}}},"pagerduty_send_event":{"id":"pagerduty_send_event","name":"PagerDuty Send Event","description":"Send a trigger, acknowledge, or resolve event to PagerDuty Events API v2 using a service integration key. Used to page from monitoring/alerting sources without a PagerDuty user account.","version":"1.0.0","params":{"routingKey":{"type":"string","required":true,"visibility":"user-only","description":"The Events API v2 integration key (routing key) for the target service"},"eventAction":{"type":"string","required":true,"visibility":"user-or-llm","description":"Event action: trigger, acknowledge, or resolve"},"summary":{"type":"string","required":false,"visibility":"user-or-llm","description":"Brief summary of the event. Required when eventAction is trigger"},"source":{"type":"string","required":false,"visibility":"user-or-llm","description":"Unique location of the affected system (e.g. hostname). Required when eventAction is trigger"},"severity":{"type":"string","required":false,"visibility":"user-or-llm","description":"Perceived severity: critical, warning, error, or info. Required when eventAction is trigger"},"dedupKey":{"type":"string","required":false,"visibility":"user-or-llm","description":"De-duplication key identifying the alert. Required when eventAction is acknowledge or resolve; optional on trigger"},"component":{"type":"string","required":false,"visibility":"user-or-llm","description":"Component of the source machine responsible for the event"},"group":{"type":"string","required":false,"visibility":"user-or-llm","description":"Logical grouping of components of a service"},"class":{"type":"string","required":false,"visibility":"user-or-llm","description":"The class/type of the event"}}},"pagerduty_snooze_incident":{"id":"pagerduty_snooze_incident","name":"PagerDuty Snooze Incident","description":"Snooze a triggered PagerDuty incident for a number of seconds, after which it returns to triggered.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PagerDuty REST API Key"},"fromEmail":{"type":"string","required":true,"visibility":"user-or-llm","description":"Email address of a valid PagerDuty user"},"incidentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the incident to snooze"},"duration":{"type":"string","required":true,"visibility":"user-or-llm","description":"Number of seconds to snooze the incident for (1 to 604800)"}}},"pagerduty_update_incident":{"id":"pagerduty_update_incident","name":"PagerDuty Update Incident","description":"Update an incident in PagerDuty (acknowledge, resolve, change urgency, etc.).","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PagerDuty REST API Key"},"fromEmail":{"type":"string","required":true,"visibility":"user-or-llm","description":"Email address of a valid PagerDuty user"},"incidentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the incident to update"},"status":{"type":"string","required":false,"visibility":"user-or-llm","description":"New status (triggered, acknowledged, or resolved)"},"title":{"type":"string","required":false,"visibility":"user-or-llm","description":"New incident title"},"urgency":{"type":"string","required":false,"visibility":"user-or-llm","description":"New urgency (high or low)"},"escalationLevel":{"type":"string","required":false,"visibility":"user-or-llm","description":"Escalation level to escalate to"},"resolution":{"type":"string","required":false,"visibility":"user-or-llm","description":"Resolution note added to the incident\'s log entry. 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Provide this or the separate name parts."},"nameFirst":{"type":"string","required":false,"visibility":"user-or-llm","description":"First name of the individual to search"},"nameMiddle":{"type":"string","required":false,"visibility":"user-or-llm","description":"Middle name of the individual to search"},"nameLast":{"type":"string","required":false,"visibility":"user-or-llm","description":"Last name of the individual to search"},"birthdate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Birthdate of the individual, formatted as YYYY-MM-DD"},"countryCode":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO 3166-1 alpha-2 country code (e.g. US)"},"accountId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Account ID (starts with act_) to associate with this report"}}},"persona_decline_inquiry":{"id":"persona_decline_inquiry","name":"Persona Decline Inquiry","description":"Decline an identity verification inquiry. 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Results are cursor-paginated.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Persona API key"},"referenceId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by reference ID"},"pageSize":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of accounts to return per page (1-100, default 10)"},"pageAfter":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor: return accounts after this account ID"}}},"persona_list_cases":{"id":"persona_list_cases","name":"Persona List Cases","description":"List manual review cases, optionally filtered by status, account ID, or reference ID. Results are cursor-paginated.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Persona API key"},"status":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by case status (e.g. Open, Resolved)"},"accountId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by account ID (starts with act_)"},"referenceId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by reference ID"},"pageSize":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of cases to return per page (1-100, default 10)"},"pageAfter":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor: return cases after this case ID"}}},"persona_list_inquiries":{"id":"persona_list_inquiries","name":"Persona List Inquiries","description":"List identity verification inquiries, optionally filtered by status, account ID, reference ID, or creation date range. 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Results are cursor-paginated.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Persona API key"},"pageSize":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of templates to return per page (1-100, default 10)"},"pageAfter":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor: return templates after this template ID"}}},"persona_list_reports":{"id":"persona_list_reports","name":"Persona List Reports","description":"List screening reports, optionally filtered by account ID or reference ID. Results are cursor-paginated.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Persona API key"},"accountId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by account ID (starts with act_)"},"referenceId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by reference ID"},"pageSize":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of reports to return per page (1-100, default 10)"},"pageAfter":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor: return reports after this report ID"}}},"persona_mark_inquiry_for_review":{"id":"persona_mark_inquiry_for_review","name":"Persona Mark Inquiry for Review","description":"Mark an identity verification inquiry for manual review, moving it to the needs_review status.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Persona API key"},"inquiryId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Inquiry ID to mark for review (starts with inq_)"}}},"persona_print_inquiry_pdf":{"id":"persona_print_inquiry_pdf","name":"Persona Print Inquiry PDF","description":"Download a PDF summary of an inquiry, including its collected information and verification results.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Persona API key"},"inquiryId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Inquiry ID to print (starts with inq_)"}}},"persona_redact_account":{"id":"persona_redact_account","name":"Persona Redact Account","description":"Permanently delete all personally identifiable information stored on an account, for example to honor a data deletion request. This cannot be undone.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Persona API key"},"accountId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Account ID to redact (starts with act_)"}}},"persona_redact_inquiry":{"id":"persona_redact_inquiry","name":"Persona Redact Inquiry","description":"Permanently delete all personally identifiable information collected by an inquiry, for example to honor a data deletion request. This cannot be undone.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Persona API key"},"inquiryId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Inquiry ID to redact (starts with inq_)"}}},"persona_resume_inquiry":{"id":"persona_resume_inquiry","name":"Persona Resume Inquiry","description":"Resume a pending or expired inquiry, creating a new session so the individual can continue verification. Returns a session token.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Persona API key"},"inquiryId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Inquiry ID to resume (starts with inq_)"}}},"persona_update_account":{"id":"persona_update_account","name":"Persona Update Account","description":"Update an account’s reference ID, country code, fields, or tags. Only the provided values are changed.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Persona API key"},"accountId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Account ID to update (starts with act_)"},"referenceId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Reference ID that refers to an entity in your user model"},"countryCode":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO 3166-1 alpha-2 country code (e.g. US)"},"fields":{"type":"json","required":false,"visibility":"user-or-llm","description":"JSON object of field name to field value pairs to set, as defined by the account type (e.g. {\\"name-first\\": \\"Jane\\"})"},"tags":{"type":"array","required":false,"visibility":"user-or-llm","description":"JSON array of tag names to set on the account (e.g. [\\"vip\\"])"}}},"persona_update_inquiry":{"id":"persona_update_inquiry","name":"Persona Update Inquiry","description":"Update an inquiry’s note, fields, tags, or redirect URI. Only the provided values are changed.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Persona API key"},"inquiryId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Inquiry ID to update (starts with inq_)"},"note":{"type":"string","required":false,"visibility":"user-or-llm","description":"Free-form note to set on the inquiry"},"fields":{"type":"json","required":false,"visibility":"user-or-llm","description":"JSON object of field name to field value pairs to set, as defined by the inquiry template (e.g. {\\"name-first\\": \\"Jane\\"})"},"tags":{"type":"array","required":false,"visibility":"user-or-llm","description":"JSON array of tag names to set on the inquiry (e.g. [\\"vip\\"])"},"redirectUri":{"type":"string","required":false,"visibility":"user-only","description":"URI to redirect the individual to after completing the inquiry flow"}}},"pinecone_delete_vectors":{"id":"pinecone_delete_vectors","name":"Pinecone Delete Vectors","description":"Delete vectors from a Pinecone namespace by IDs, by metadata filter, or delete all","version":"1.0","params":{"indexHost":{"type":"string","required":true,"visibility":"user-or-llm","description":"Full Pinecone index host URL (e.g., \\"https://my-index-abc123.svc.pinecone.io\\")"},"namespace":{"type":"string","required":false,"visibility":"user-or-llm","description":"Namespace to delete vectors from (e.g., \\"documents\\", \\"embeddings\\")"},"ids":{"type":"array","required":false,"visibility":"user-or-llm","description":"Vector IDs to delete (1-1000 items). 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\\"https://my-index-abc123.svc.pinecone.io\\")"},"filter":{"type":"object","required":false,"visibility":"user-or-llm","description":"Metadata filter to limit which vectors are counted (pod-based indexes only, e.g., {\\"category\\": {\\"$eq\\": \\"product\\"}})"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Pinecone API key"}}},"pinecone_fetch":{"id":"pinecone_fetch","name":"Pinecone Fetch","description":"Fetch vectors by ID from a Pinecone index","version":"1.0","params":{"indexHost":{"type":"string","required":true,"visibility":"user-or-llm","description":"Full Pinecone index host URL (e.g., \\"https://my-index-abc123.svc.pinecone.io\\")"},"ids":{"type":"array","required":true,"visibility":"user-or-llm","description":"Array of vector IDs to fetch (e.g., [\\"vec-001\\", \\"vec-002\\"])"},"namespace":{"type":"string","required":false,"visibility":"user-or-llm","description":"Namespace to fetch vectors from (e.g., \\"documents\\", \\"embeddings\\")"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Pinecone API key"}}},"pinecone_generate_embeddings":{"id":"pinecone_generate_embeddings","name":"Pinecone Generate Embeddings","description":"Generate embeddings from text using Pinecone\'s hosted models","version":"1.0","params":{"model":{"type":"string","required":true,"visibility":"user-only","description":"Model to use for generating embeddings"},"inputs":{"type":"array","required":true,"visibility":"user-or-llm","description":"Array of text inputs to generate embeddings for"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Pinecone API key"}}},"pinecone_list_indexes":{"id":"pinecone_list_indexes","name":"Pinecone List Indexes","description":"List all Pinecone indexes in the project","version":"1.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Pinecone API 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search for"},"topK":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to return (e.g., 10, 25)"},"filter":{"type":"object","required":false,"visibility":"user-or-llm","description":"Filter to apply to the search (e.g., {\\"category\\": \\"tech\\", \\"year\\": {\\"$gte\\": 2020}})"},"includeValues":{"type":"boolean","required":false,"visibility":"user-only","description":"Include vector values in response"},"includeMetadata":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Include metadata in response (true/false)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Pinecone API key"}}},"pinecone_update_vector":{"id":"pinecone_update_vector","name":"Pinecone Update Vector","description":"Update the values, sparse values, or metadata of a vector in a Pinecone namespace","version":"1.0","params":{"indexHost":{"type":"string","required":true,"visibility":"user-or-llm","description":"Full Pinecone index host URL (e.g., \\"https://my-index-abc123.svc.pinecone.io\\")"},"id":{"type":"string","required":true,"visibility":"user-or-llm","description":"Unique ID of the vector to update"},"namespace":{"type":"string","required":false,"visibility":"user-or-llm","description":"Namespace containing the vector (e.g., \\"documents\\", \\"embeddings\\")"},"values":{"type":"array","required":false,"visibility":"user-or-llm","description":"New dense vector values to overwrite the existing values"},"sparseValues":{"type":"object","required":false,"visibility":"user-or-llm","description":"New sparse vector values with indices and values arrays"},"setMetadata":{"type":"object","required":false,"visibility":"user-or-llm","description":"Metadata key-value pairs to add or overwrite on the vector"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Pinecone API key"}}},"pinecone_upsert_text":{"id":"pinecone_upsert_text","name":"Pinecone Upsert 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the Pipedrive API"},"authStyle":{"type":"string","required":false,"visibility":"hidden","description":"Auth scheme for the token; set by the credential resolver for API-token service accounts"},"subject":{"type":"string","required":true,"visibility":"user-or-llm","description":"The subject/title of the activity (e.g., \\"Follow up call with John\\")"},"type":{"type":"string","required":true,"visibility":"user-or-llm","description":"Activity type: call, meeting, task, deadline, email, lunch"},"due_date":{"type":"string","required":true,"visibility":"user-or-llm","description":"Due date in YYYY-MM-DD format (e.g., \\"2025-03-15\\")"},"due_time":{"type":"string","required":false,"visibility":"user-or-llm","description":"Due time in HH:MM format (e.g., \\"14:30\\")"},"duration":{"type":"string","required":false,"visibility":"user-or-llm","description":"Duration in HH:MM format (e.g., \\"01:00\\" for 1 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the stage this deal should be placed in (e.g., \\"2\\")"},"status":{"type":"string","required":false,"visibility":"user-or-llm","description":"Status of the deal: open, won, lost"},"expected_close_date":{"type":"string","required":false,"visibility":"user-or-llm","description":"Expected close date in YYYY-MM-DD format (e.g., \\"2025-06-30\\")"}}},"pipedrive_create_lead":{"id":"pipedrive_create_lead","name":"Create Lead in Pipedrive","description":"Create a new lead in Pipedrive","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Pipedrive API"},"authStyle":{"type":"string","required":false,"visibility":"hidden","description":"Auth scheme for the token; set by the credential resolver for API-token service accounts"},"title":{"type":"string","required":true,"visibility":"user-or-llm","description":"The name of the lead (e.g., \\"Acme Corp - Website 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project"},"start_date":{"type":"string","required":false,"visibility":"user-or-llm","description":"Project start date in YYYY-MM-DD format (e.g., \\"2025-04-01\\")"},"end_date":{"type":"string","required":false,"visibility":"user-or-llm","description":"Project end date in YYYY-MM-DD format (e.g., \\"2025-06-30\\")"}}},"pipedrive_delete_lead":{"id":"pipedrive_delete_lead","name":"Delete Lead from Pipedrive","description":"Delete a specific lead from Pipedrive","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Pipedrive API"},"authStyle":{"type":"string","required":false,"visibility":"hidden","description":"Auth scheme for the token; set by the credential resolver for API-token service accounts"},"lead_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the lead to delete (e.g., \\"abc123-def456-ghi789\\")"}},"oauth":{"required":true,"provider":"pipedrive"}},"pipedrive_get_activities":{"id":"pipedrive_get_activities","name":"Get Activities from Pipedrive","description":"Retrieve activities (tasks) from Pipedrive with optional filters","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Pipedrive API"},"authStyle":{"type":"string","required":false,"visibility":"hidden","description":"Auth scheme for the token; set by the credential resolver for API-token service accounts"},"user_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter activities by user ID (e.g., \\"123\\")"},"type":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by activity type (call, meeting, task, deadline, email, lunch)"},"done":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by completion status: 0 for not 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Values: open, won, lost. If omitted, all not deleted deals are returned"},"person_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"If supplied, only deals linked to the specified person are returned (e.g., \\"456\\")"},"org_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"If supplied, only deals linked to the specified organization are returned (e.g., \\"789\\")"},"pipeline_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"If supplied, only deals in the specified pipeline are returned (e.g., \\"1\\")"},"updated_since":{"type":"string","required":false,"visibility":"user-or-llm","description":"If set, only deals updated after this time are returned. Format: 2025-01-01T10:20:00Z"},"limit":{"type":"string","required":false,"visibility":"user-or-llm","description":"Number of results to return (e.g., \\"50\\", default: 100, max: 500)"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"For pagination, the marker representing the first item on the next page"}}},"pipedrive_get_deal":{"id":"pipedrive_get_deal","name":"Get Deal Details from Pipedrive","description":"Retrieve detailed information about a specific deal","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Pipedrive API"},"authStyle":{"type":"string","required":false,"visibility":"hidden","description":"Auth scheme for the token; set by the credential resolver for API-token service accounts"},"deal_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the deal to retrieve (e.g., \\"123\\")"}}},"pipedrive_get_files":{"id":"pipedrive_get_files","name":"Get Files from Pipedrive","description":"Retrieve files from Pipedrive with optional filters","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Pipedrive API"},"authStyle":{"type":"string","required":false,"visibility":"hidden","description":"Auth scheme for the token; set by the credential resolver for API-token service accounts"},"sort":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort files by field (supported: \\"id\\", \\"update_time\\")"},"limit":{"type":"string","required":false,"visibility":"user-or-llm","description":"Number of results to return (e.g., \\"50\\", default: 100, max: 100)"},"start":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination start offset (0-based index of the first item to return)"},"downloadFiles":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Download file contents into file outputs"}}},"pipedrive_get_leads":{"id":"pipedrive_get_leads","name":"Get Leads from Pipedrive","description":"Retrieve all leads or a specific lead from Pipedrive","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Pipedrive API"},"authStyle":{"type":"string","required":false,"visibility":"hidden","description":"Auth scheme for the token; set by the credential resolver for API-token service accounts"},"lead_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"Optional: ID of a specific lead to retrieve (e.g., \\"abc123-def456-ghi789\\")"},"archived":{"type":"string","required":false,"visibility":"user-or-llm","description":"Get archived leads instead of active ones (e.g., \\"true\\" or \\"false\\")"},"owner_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by owner user ID (e.g., \\"123\\")"},"person_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by person ID (e.g., \\"456\\")"},"organization_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by organization ID (e.g., \\"789\\")"},"limit":{"type":"string","required":false,"visibility":"user-or-llm","description":"Number of results to return (e.g., \\"50\\", default: 100, max: 500)"},"start":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination start offset (0-based index of the first item to return)"}},"oauth":{"required":true,"provider":"pipedrive"}},"pipedrive_get_mail_messages":{"id":"pipedrive_get_mail_messages","name":"Get Mail Threads from Pipedrive","description":"Retrieve mail threads from Pipedrive mailbox","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Pipedrive API"},"authStyle":{"type":"string","required":false,"visibility":"hidden","description":"Auth scheme for the token; set by the credential resolver for API-token service accounts"},"folder":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by folder: inbox, drafts, sent, archive (default: inbox)"},"limit":{"type":"string","required":false,"visibility":"user-or-llm","description":"Number of results to return (e.g., \\"25\\", default: 50)"},"start":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination start offset (0-based index of the first item to return)"}},"oauth":{"required":true,"provider":"pipedrive"}},"pipedrive_get_mail_thread":{"id":"pipedrive_get_mail_thread","name":"Get Mail Thread Messages from Pipedrive","description":"Retrieve all messages from a specific mail thread","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Pipedrive API"},"authStyle":{"type":"string","required":false,"visibility":"hidden","description":"Auth scheme for the token; set by the credential resolver for API-token service accounts"},"thread_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the mail thread (e.g., \\"12345\\")"}},"oauth":{"required":true,"provider":"pipedrive"}},"pipedrive_get_pipeline_deals":{"id":"pipedrive_get_pipeline_deals","name":"Get Pipeline Deals from Pipedrive","description":"Retrieve all deals in a specific pipeline","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Pipedrive API"},"authStyle":{"type":"string","required":false,"visibility":"hidden","description":"Auth scheme for the token; set by the credential resolver for API-token service accounts"},"pipeline_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the pipeline (e.g., \\"1\\")"},"stage_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by specific stage within the pipeline (e.g., \\"2\\")"},"limit":{"type":"string","required":false,"visibility":"user-or-llm","description":"Number of results to return (e.g., \\"50\\", default: 100, max: 500)"},"start":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination start offset (0-based index of the first item to return)"}}},"pipedrive_get_pipelines":{"id":"pipedrive_get_pipelines","name":"Get Pipelines from Pipedrive","description":"Retrieve all pipelines from Pipedrive","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Pipedrive API"},"authStyle":{"type":"string","required":false,"visibility":"hidden","description":"Auth scheme for the token; set by the credential resolver for API-token service accounts"},"sort_by":{"type":"string","required":false,"visibility":"user-or-llm","description":"Field to sort by: id, update_time, add_time (default: id)"},"sort_direction":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sorting direction: asc, desc (default: asc)"},"limit":{"type":"string","required":false,"visibility":"user-or-llm","description":"Number of results to return (e.g., \\"50\\", default: 100, max: 500)"},"start":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination start offset (0-based index of the first item to return)"}}},"pipedrive_get_projects":{"id":"pipedrive_get_projects","name":"Get Projects from Pipedrive","description":"Retrieve all projects or a specific project from Pipedrive","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Pipedrive API"},"authStyle":{"type":"string","required":false,"visibility":"hidden","description":"Auth scheme for the token; set by the credential resolver for API-token service accounts"},"project_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"Optional: ID of a specific project to retrieve (e.g., \\"123\\")"},"status":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by project status: open, completed, deleted (only for listing all)"},"limit":{"type":"string","required":false,"visibility":"user-or-llm","description":"Number of results to return (e.g., \\"50\\", default: 100, max: 500, only for listing all)"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"For pagination, the marker representing the first item on the next page"}}},"pipedrive_update_activity":{"id":"pipedrive_update_activity","name":"Update Activity in Pipedrive","description":"Update an existing activity (task) in Pipedrive","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Pipedrive API"},"authStyle":{"type":"string","required":false,"visibility":"hidden","description":"Auth scheme for the token; set by the credential resolver for API-token service accounts"},"activity_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the activity to update (e.g., \\"12345\\")"},"subject":{"type":"string","required":false,"visibility":"user-or-llm","description":"New subject/title for the activity (e.g., \\"Updated meeting with client\\")"},"due_date":{"type":"string","required":false,"visibility":"user-or-llm","description":"New due date in YYYY-MM-DD format (e.g., \\"2025-03-20\\")"},"due_time":{"type":"string","required":false,"visibility":"user-or-llm","description":"New due time in HH:MM format (e.g., \\"15:00\\")"},"duration":{"type":"string","required":false,"visibility":"user-or-llm","description":"New duration in HH:MM format (e.g., \\"00:30\\" for 30 minutes)"},"done":{"type":"string","required":false,"visibility":"user-or-llm","description":"Mark as done: 0 for not done, 1 for done"},"note":{"type":"string","required":false,"visibility":"user-or-llm","description":"New notes for the activity"}}},"pipedrive_update_deal":{"id":"pipedrive_update_deal","name":"Update Deal in Pipedrive","description":"Update an existing deal in Pipedrive","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Pipedrive API"},"authStyle":{"type":"string","required":false,"visibility":"hidden","description":"Auth scheme for the token; set by the credential resolver for API-token service accounts"},"deal_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the deal to update (e.g., \\"123\\")"},"title":{"type":"string","required":false,"visibility":"user-or-llm","description":"New title for the deal (e.g., \\"Updated Enterprise License\\")"},"value":{"type":"string","required":false,"visibility":"user-or-llm","description":"New monetary value for the deal (e.g., \\"7500\\")"},"status":{"type":"string","required":false,"visibility":"user-or-llm","description":"New status: open, won, lost"},"stage_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"New stage ID for the deal (e.g., \\"3\\")"},"expected_close_date":{"type":"string","required":false,"visibility":"user-or-llm","description":"New expected close date in YYYY-MM-DD format (e.g., \\"2025-07-15\\")"}}},"pipedrive_update_lead":{"id":"pipedrive_update_lead","name":"Update Lead in Pipedrive","description":"Update an existing lead in Pipedrive","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Pipedrive API"},"authStyle":{"type":"string","required":false,"visibility":"hidden","description":"Auth scheme for the token; set by the credential resolver for API-token service accounts"},"lead_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the lead to update (e.g., \\"abc123-def456-ghi789\\")"},"title":{"type":"string","required":false,"visibility":"user-or-llm","description":"New name for the lead (e.g., \\"Updated Lead - Premium Package\\")"},"person_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"New person ID (e.g., \\"456\\")"},"organization_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"New organization ID (e.g., \\"789\\")"},"owner_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"New owner user ID (e.g., \\"123\\")"},"value_amount":{"type":"string","required":false,"visibility":"user-or-llm","description":"New value amount (e.g., \\"15000\\")"},"value_currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"New currency code (e.g., \\"USD\\", \\"EUR\\", \\"GBP\\")"},"expected_close_date":{"type":"string","required":false,"visibility":"user-or-llm","description":"New expected close date in YYYY-MM-DD format (e.g., \\"2025-05-01\\")"},"is_archived":{"type":"string","required":false,"visibility":"user-or-llm","description":"Archive the lead: true or false"}},"oauth":{"required":true,"provider":"pipedrive"}},"polymarket_get_activity":{"id":"polymarket_get_activity","name":"Get Activity from Polymarket","description":"Retrieve on-chain activity for a user including trades, splits, merges, redemptions, rewards, and conversions","version":"1.0.0","params":{"user":{"type":"string","required":true,"description":"User wallet address (0x-prefixed)","visibility":"user-or-llm"},"limit":{"type":"string","required":false,"description":"Maximum results to return (e.g., \\"50\\"). Default: 100, max: 500.","visibility":"user-or-llm"},"offset":{"type":"string","required":false,"description":"Number of results to skip for pagination (e.g., \\"100\\"). Default: 0, max: 10000.","visibility":"user-or-llm"},"market":{"type":"string","required":false,"description":"Comma-separated condition IDs (e.g., \\"0x1234...abcd,0x5678...efgh\\"). Mutually exclusive with eventId.","visibility":"user-or-llm"},"eventId":{"type":"string","required":false,"description":"Comma-separated event IDs (e.g., \\"12345,67890\\"). Mutually exclusive with market.","visibility":"user-or-llm"},"type":{"type":"string","required":false,"description":"Activity type filter: TRADE, SPLIT, MERGE, REDEEM, REWARD, CONVERSION, MAKER_REBATE, REFERRAL_REWARD","visibility":"user-or-llm"},"start":{"type":"number","required":false,"description":"Start timestamp (Unix seconds)","visibility":"user-or-llm"},"end":{"type":"number","required":false,"description":"End timestamp (Unix seconds)","visibility":"user-or-llm"},"sortBy":{"type":"string","required":false,"description":"Sort field: TIMESTAMP, TOKENS, or CASH (default: TIMESTAMP)","visibility":"user-or-llm"},"sortDirection":{"type":"string","required":false,"description":"Sort direction: ASC or DESC (default: DESC)","visibility":"user-or-llm"},"side":{"type":"string","required":false,"description":"Trade side filter: BUY or SELL (only applies to trades)","visibility":"user-or-llm"}}},"polymarket_get_event":{"id":"polymarket_get_event","name":"Get Event from Polymarket","description":"Retrieve details of a specific event by ID or slug","version":"1.0.0","params":{"eventId":{"type":"string","required":false,"description":"The numeric event ID (e.g., \\"12345\\"). Required if slug is not provided.","visibility":"user-or-llm"},"slug":{"type":"string","required":false,"description":"The event slug (e.g., \\"2024-presidential-election\\"). URL-friendly identifier. Required if eventId is not provided.","visibility":"user-or-llm"}}},"polymarket_get_events":{"id":"polymarket_get_events","name":"Get Events from Polymarket","description":"Retrieve a list of events from Polymarket with optional filtering","version":"1.0.0","params":{"closed":{"type":"string","required":false,"description":"Filter by closed status (true/false). Use false for open events only.","visibility":"user-or-llm"},"order":{"type":"string","required":false,"description":"Sort field (e.g., volume, liquidity, startDate, endDate, createdAt)","visibility":"user-or-llm"},"ascending":{"type":"string","required":false,"description":"Sort direction (true for ascending, false for descending)","visibility":"user-or-llm"},"tagId":{"type":"string","required":false,"description":"Filter by tag ID","visibility":"user-or-llm"},"limit":{"type":"string","required":false,"description":"Number of results per page (e.g., \\"25\\"). Max: 50.","visibility":"user-or-llm"},"offset":{"type":"string","required":false,"description":"Number of results to skip for pagination (e.g., \\"50\\").","visibility":"user-or-llm"}}},"polymarket_get_holders":{"id":"polymarket_get_holders","name":"Get Market Holders from Polymarket","description":"Retrieve top holders of a specific market token","version":"1.0.0","params":{"market":{"type":"string","required":true,"description":"Comma-separated list of condition IDs (e.g., \\"0x1234...abcd\\" or \\"0x1234...abcd,0x5678...efgh\\").","visibility":"user-or-llm"},"limit":{"type":"string","required":false,"description":"Number of holders to return (e.g., \\"10\\"). Range: 0-20, default: 20.","visibility":"user-or-llm"},"minBalance":{"type":"string","required":false,"description":"Minimum balance threshold (default: 1)","visibility":"user-or-llm"}}},"polymarket_get_last_trade_price":{"id":"polymarket_get_last_trade_price","name":"Get Last Trade Price from Polymarket","description":"Retrieve the last trade price for a specific token","version":"1.0.0","params":{"tokenId":{"type":"string","required":true,"description":"The CLOB token ID from market clobTokenIds array (e.g., \\"71321045679252212594626385532706912750332728571942532289631379312455583992563\\").","visibility":"user-or-llm"}}},"polymarket_get_leaderboard":{"id":"polymarket_get_leaderboard","name":"Get Leaderboard from Polymarket","description":"Retrieve trader leaderboard rankings by profit/loss or volume","version":"1.0.0","params":{"category":{"type":"string","required":false,"description":"Category filter: OVERALL, POLITICS, SPORTS, CRYPTO, CULTURE, MENTIONS, WEATHER, ECONOMICS, TECH, FINANCE (default: OVERALL)","visibility":"user-or-llm"},"timePeriod":{"type":"string","required":false,"description":"Time period: DAY, WEEK, MONTH, ALL (default: DAY)","visibility":"user-or-llm"},"orderBy":{"type":"string","required":false,"description":"Order by: PNL or VOL (default: PNL)","visibility":"user-or-llm"},"limit":{"type":"string","required":false,"description":"Number of results to return (e.g., \\"10\\"). Range: 1-50, default: 25.","visibility":"user-or-llm"},"offset":{"type":"string","required":false,"description":"Number of results to skip for pagination (e.g., \\"25\\"). Range: 0-1000, default: 0.","visibility":"user-or-llm"},"user":{"type":"string","required":false,"description":"Filter by specific user wallet address","visibility":"user-or-llm"},"userName":{"type":"string","required":false,"description":"Filter by username","visibility":"user-or-llm"}}},"polymarket_get_market":{"id":"polymarket_get_market","name":"Get Market from Polymarket","description":"Retrieve details of a specific prediction market by ID or slug","version":"1.0.0","params":{"marketId":{"type":"string","required":false,"description":"The numeric market ID (e.g., \\"253591\\"). Required if slug is not provided. Not the condition ID.","visibility":"user-or-llm"},"slug":{"type":"string","required":false,"description":"The market slug (e.g., \\"will-trump-win\\"). URL-friendly identifier. Required if marketId is not provided.","visibility":"user-or-llm"}}},"polymarket_get_markets":{"id":"polymarket_get_markets","name":"Get Markets from Polymarket","description":"Retrieve a list of prediction markets from Polymarket with optional filtering","version":"1.0.0","params":{"closed":{"type":"string","required":false,"description":"Filter by closed status (true/false). Use false for open markets only.","visibility":"user-or-llm"},"order":{"type":"string","required":false,"description":"Sort field (e.g., volumeNum, liquidityNum, startDate, endDate, createdAt)","visibility":"user-or-llm"},"ascending":{"type":"string","required":false,"description":"Sort direction (true for ascending, false for descending)","visibility":"user-or-llm"},"tagId":{"type":"string","required":false,"description":"Filter by tag ID","visibility":"user-or-llm"},"limit":{"type":"string","required":false,"description":"Number of results per page (e.g., \\"25\\"). Max: 50.","visibility":"user-or-llm"},"offset":{"type":"string","required":false,"description":"Number of results to skip for pagination (e.g., \\"50\\").","visibility":"user-or-llm"}}},"polymarket_get_midpoint":{"id":"polymarket_get_midpoint","name":"Get Midpoint Price from Polymarket","description":"Retrieve the midpoint price for a specific token","version":"1.0.0","params":{"tokenId":{"type":"string","required":true,"description":"The CLOB token ID from market clobTokenIds array (e.g., \\"71321045679252212594626385532706912750332728571942532289631379312455583992563\\").","visibility":"user-or-llm"}}},"polymarket_get_orderbook":{"id":"polymarket_get_orderbook","name":"Get Orderbook from Polymarket","description":"Retrieve the order book summary for a specific token","version":"1.0.0","params":{"tokenId":{"type":"string","required":true,"description":"The CLOB token ID from market clobTokenIds array (e.g., \\"71321045679252212594626385532706912750332728571942532289631379312455583992563\\").","visibility":"user-or-llm"}}},"polymarket_get_positions":{"id":"polymarket_get_positions","name":"Get Positions from Polymarket","description":"Retrieve user positions from Polymarket","version":"1.0.0","params":{"user":{"type":"string","required":true,"description":"User wallet address","visibility":"user-or-llm"},"market":{"type":"string","required":false,"description":"Condition IDs to filter positions (e.g., \\"0x1234...abcd,0x5678...efgh\\"). Mutually exclusive with eventId.","visibility":"user-or-llm"},"eventId":{"type":"string","required":false,"description":"Event ID to filter positions (e.g., \\"12345\\"). Mutually exclusive with market.","visibility":"user-or-llm"},"sizeThreshold":{"type":"string","required":false,"description":"Minimum position size threshold (default: 1)","visibility":"user-or-llm"},"redeemable":{"type":"string","required":false,"description":"Filter for redeemable positions only (true/false)","visibility":"user-or-llm"},"mergeable":{"type":"string","required":false,"description":"Filter for mergeable positions only (true/false)","visibility":"user-or-llm"},"sortBy":{"type":"string","required":false,"description":"Sort field (TOKENS, CURRENT, INITIAL, CASHPNL, PERCENTPNL, TITLE, RESOLVING, PRICE, AVGPRICE)","visibility":"user-or-llm"},"sortDirection":{"type":"string","required":false,"description":"Sort direction (ASC or DESC)","visibility":"user-or-llm"},"title":{"type":"string","required":false,"description":"Search filter by title","visibility":"user-or-llm"},"limit":{"type":"string","required":false,"description":"Number of results per page (e.g., \\"25\\").","visibility":"user-or-llm"},"offset":{"type":"string","required":false,"description":"Number of results to skip for pagination (e.g., \\"50\\").","visibility":"user-or-llm"}}},"polymarket_get_price":{"id":"polymarket_get_price","name":"Get Price from Polymarket","description":"Retrieve the market price for a specific token and side","version":"1.0.0","params":{"tokenId":{"type":"string","required":true,"description":"The CLOB token ID from market clobTokenIds array (e.g., \\"71321045679252212594626385532706912750332728571942532289631379312455583992563\\").","visibility":"user-or-llm"},"side":{"type":"string","required":true,"description":"Order side: \\"buy\\" or \\"sell\\".","visibility":"user-or-llm"}}},"polymarket_get_price_history":{"id":"polymarket_get_price_history","name":"Get Price History from Polymarket","description":"Retrieve historical price data for a specific market token","version":"1.0.0","params":{"tokenId":{"type":"string","required":true,"description":"The CLOB token ID from market clobTokenIds array (e.g., \\"71321045679252212594626385532706912750332728571942532289631379312455583992563\\").","visibility":"user-or-llm"},"interval":{"type":"string","required":false,"description":"Duration ending at current time (1m, 1h, 6h, 1d, 1w, max). Mutually exclusive with startTs/endTs.","visibility":"user-or-llm"},"fidelity":{"type":"number","required":false,"description":"Data resolution in minutes (e.g., 60 for hourly)","visibility":"user-or-llm"},"startTs":{"type":"number","required":false,"description":"Start timestamp (Unix seconds UTC)","visibility":"user-or-llm"},"endTs":{"type":"number","required":false,"description":"End timestamp (Unix seconds UTC)","visibility":"user-or-llm"}}},"polymarket_get_series":{"id":"polymarket_get_series","name":"Get Series from Polymarket","description":"Retrieve series (related market groups) from Polymarket","version":"1.0.0","params":{"limit":{"type":"string","required":false,"description":"Number of results per page (e.g., \\"25\\"). Max: 50.","visibility":"user-or-llm"},"offset":{"type":"string","required":false,"description":"Number of results to skip for pagination (e.g., \\"50\\").","visibility":"user-or-llm"}}},"polymarket_get_series_by_id":{"id":"polymarket_get_series_by_id","name":"Get Series by ID from Polymarket","description":"Retrieve a specific series (related market group) by ID from Polymarket","version":"1.0.0","params":{"seriesId":{"type":"string","required":true,"description":"The numeric series ID (e.g., \\"12345\\").","visibility":"user-or-llm"}}},"polymarket_get_spread":{"id":"polymarket_get_spread","name":"Get Spread from Polymarket","description":"Retrieve the bid-ask spread for a specific token","version":"1.0.0","params":{"tokenId":{"type":"string","required":true,"description":"The CLOB token ID from market clobTokenIds array (e.g., \\"71321045679252212594626385532706912750332728571942532289631379312455583992563\\").","visibility":"user-or-llm"}}},"polymarket_get_tags":{"id":"polymarket_get_tags","name":"Get Tags from Polymarket","description":"Retrieve available tags for filtering markets from Polymarket","version":"1.0.0","params":{"limit":{"type":"string","required":false,"description":"Number of results per page (e.g., \\"25\\"). Max: 50.","visibility":"user-or-llm"},"offset":{"type":"string","required":false,"description":"Number of results to skip for pagination (e.g., \\"50\\").","visibility":"user-or-llm"}}},"polymarket_get_tick_size":{"id":"polymarket_get_tick_size","name":"Get Tick Size from Polymarket","description":"Retrieve the minimum tick size for a specific token","version":"1.0.0","params":{"tokenId":{"type":"string","required":true,"description":"The CLOB token ID from market clobTokenIds array (e.g., \\"71321045679252212594626385532706912750332728571942532289631379312455583992563\\").","visibility":"user-or-llm"}}},"polymarket_get_trades":{"id":"polymarket_get_trades","name":"Get Trades from Polymarket","description":"Retrieve trade history from Polymarket","version":"1.0.0","params":{"user":{"type":"string","required":false,"description":"User wallet address to filter trades","visibility":"user-or-llm"},"market":{"type":"string","required":false,"description":"Market/condition ID to filter trades (e.g., \\"0x1234...abcd\\"). Mutually exclusive with eventId.","visibility":"user-or-llm"},"eventId":{"type":"string","required":false,"description":"Event ID to filter trades (e.g., \\"12345\\"). Mutually exclusive with market.","visibility":"user-or-llm"},"side":{"type":"string","required":false,"description":"Trade direction filter (BUY or SELL)","visibility":"user-or-llm"},"takerOnly":{"type":"string","required":false,"description":"Filter for taker trades only (true/false, default: true)","visibility":"user-or-llm"},"filterType":{"type":"string","required":false,"description":"Filter type (CASH or TOKENS) - requires filterAmount","visibility":"user-or-llm"},"filterAmount":{"type":"string","required":false,"description":"Filter amount threshold - requires filterType","visibility":"user-or-llm"},"limit":{"type":"string","required":false,"description":"Number of results per page (e.g., \\"50\\"). Default: 100, max: 10000.","visibility":"user-or-llm"},"offset":{"type":"string","required":false,"description":"Number of results to skip for pagination (e.g., \\"100\\").","visibility":"user-or-llm"}}},"polymarket_search":{"id":"polymarket_search","name":"Search Polymarket","description":"Search for markets, events, and profiles on Polymarket","version":"1.0.0","params":{"query":{"type":"string","required":true,"description":"Search query term (e.g., \\"presidential election\\", \\"bitcoin price\\").","visibility":"user-or-llm"},"limit":{"type":"string","required":false,"description":"Maximum number of results per type (events, tags, profiles). Default: 50.","visibility":"user-or-llm"},"page":{"type":"string","required":false,"description":"Page number for pagination (e.g., \\"2\\"). 1-indexed.","visibility":"user-or-llm"},"cache":{"type":"string","required":false,"description":"Enable caching (true/false)","visibility":"user-or-llm"},"eventsStatus":{"type":"string","required":false,"description":"Filter events by status","visibility":"user-or-llm"},"eventsTag":{"type":"string","required":false,"description":"Filter by event tags (comma-separated)","visibility":"user-or-llm"},"sort":{"type":"string","required":false,"description":"Sort field","visibility":"user-or-llm"},"ascending":{"type":"string","required":false,"description":"Sort direction (true for ascending, false for descending)","visibility":"user-or-llm"},"searchTags":{"type":"string","required":false,"description":"Include tags in search results (true/false)","visibility":"user-or-llm"},"searchProfiles":{"type":"string","required":false,"description":"Include profiles in search results (true/false)","visibility":"user-or-llm"},"recurrence":{"type":"string","required":false,"description":"Filter by recurrence type","visibility":"user-or-llm"},"excludeTagId":{"type":"string","required":false,"description":"Exclude events with these tag IDs (comma-separated)","visibility":"user-or-llm"},"keepClosedMarkets":{"type":"string","required":false,"description":"Include closed markets in results (0 or 1)","visibility":"user-or-llm"}}},"postgresql_delete":{"id":"postgresql_delete","name":"PostgreSQL Delete","description":"Delete data from PostgreSQL database","version":"1.0","params":{"host":{"type":"string","required":true,"visibility":"user-only","description":"PostgreSQL server hostname or IP address"},"port":{"type":"number","required":true,"visibility":"user-only","description":"PostgreSQL server port (default: 5432)"},"database":{"type":"string","required":true,"visibility":"user-only","description":"Database name to connect to"},"username":{"type":"string","required":true,"visibility":"user-only","description":"Database username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"Database password"},"ssl":{"type":"string","required":false,"visibility":"user-only","description":"SSL connection mode (disabled, required, preferred)"},"table":{"type":"string","required":true,"visibility":"user-or-llm","description":"Table name to delete data from"},"where":{"type":"string","required":true,"visibility":"user-or-llm","description":"WHERE clause condition (without WHERE keyword)"}}},"postgresql_execute":{"id":"postgresql_execute","name":"PostgreSQL Execute","description":"Execute raw SQL query on PostgreSQL database","version":"1.0","params":{"host":{"type":"string","required":true,"visibility":"user-only","description":"PostgreSQL server hostname or IP address"},"port":{"type":"number","required":true,"visibility":"user-only","description":"PostgreSQL server port (default: 5432)"},"database":{"type":"string","required":true,"visibility":"user-only","description":"Database name to connect to"},"username":{"type":"string","required":true,"visibility":"user-only","description":"Database username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"Database password"},"ssl":{"type":"string","required":false,"visibility":"user-only","description":"SSL connection mode (disabled, required, preferred)"},"query":{"type":"string","required":true,"visibility":"user-or-llm","description":"Raw SQL query to execute"}}},"postgresql_insert":{"id":"postgresql_insert","name":"PostgreSQL Insert","description":"Insert data into PostgreSQL database","version":"1.0","params":{"host":{"type":"string","required":true,"visibility":"user-only","description":"PostgreSQL server hostname or IP address"},"port":{"type":"number","required":true,"visibility":"user-only","description":"PostgreSQL server port (default: 5432)"},"database":{"type":"string","required":true,"visibility":"user-only","description":"Database name to connect to"},"username":{"type":"string","required":true,"visibility":"user-only","description":"Database username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"Database password"},"ssl":{"type":"string","required":false,"visibility":"user-only","description":"SSL connection mode (disabled, required, preferred)"},"table":{"type":"string","required":true,"visibility":"user-or-llm","description":"Table name to insert data into"},"data":{"type":"object","required":true,"visibility":"user-or-llm","description":"Data object to insert (key-value pairs)"}}},"postgresql_introspect":{"id":"postgresql_introspect","name":"PostgreSQL Introspect","description":"Introspect PostgreSQL database schema to retrieve table structures, columns, and relationships","version":"1.0","params":{"host":{"type":"string","required":true,"visibility":"user-only","description":"PostgreSQL server hostname or IP address"},"port":{"type":"number","required":true,"visibility":"user-only","description":"PostgreSQL server port (default: 5432)"},"database":{"type":"string","required":true,"visibility":"user-only","description":"Database name to connect to"},"username":{"type":"string","required":true,"visibility":"user-only","description":"Database username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"Database password"},"ssl":{"type":"string","required":false,"visibility":"user-only","description":"SSL connection mode (disabled, required, preferred)"},"schema":{"type":"string","required":false,"visibility":"user-or-llm","description":"Schema to introspect (default: public)"}}},"postgresql_query":{"id":"postgresql_query","name":"PostgreSQL Query","description":"Execute a SELECT query on PostgreSQL database","version":"1.0","params":{"host":{"type":"string","required":true,"visibility":"user-only","description":"PostgreSQL server hostname or IP address"},"port":{"type":"number","required":true,"visibility":"user-only","description":"PostgreSQL server port (default: 5432)"},"database":{"type":"string","required":true,"visibility":"user-only","description":"Database name to connect to"},"username":{"type":"string","required":true,"visibility":"user-only","description":"Database username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"Database password"},"ssl":{"type":"string","required":false,"visibility":"user-only","description":"SSL connection mode (disabled, required, preferred)"},"query":{"type":"string","required":true,"visibility":"user-or-llm","description":"SQL SELECT query to execute"}}},"postgresql_update":{"id":"postgresql_update","name":"PostgreSQL Update","description":"Update data in PostgreSQL database","version":"1.0","params":{"host":{"type":"string","required":true,"visibility":"user-only","description":"PostgreSQL server hostname or IP address"},"port":{"type":"number","required":true,"visibility":"user-only","description":"PostgreSQL server port (default: 5432)"},"database":{"type":"string","required":true,"visibility":"user-only","description":"Database name to connect to"},"username":{"type":"string","required":true,"visibility":"user-only","description":"Database username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"Database password"},"ssl":{"type":"string","required":false,"visibility":"user-only","description":"SSL connection mode (disabled, required, preferred)"},"table":{"type":"string","required":true,"visibility":"user-or-llm","description":"Table name to update data in"},"data":{"type":"object","required":true,"visibility":"user-or-llm","description":"Data object with fields to update (key-value pairs)"},"where":{"type":"string","required":true,"visibility":"user-or-llm","description":"WHERE clause condition (without WHERE keyword)"}}},"posthog_batch_events":{"id":"posthog_batch_events","name":"PostHog Batch Events","description":"Capture multiple events at once in PostHog. Use this for bulk event ingestion to improve performance.","version":"1.0.0","params":{"projectApiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Project API Key (public token for event ingestion)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"PostHog region: us (default) or eu","default":"us"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"batch":{"type":"string","required":true,"visibility":"user-or-llm","description":"JSON array of events to capture. Each event should have: event, distinct_id, and optional properties, timestamp. Example: [{\\"event\\": \\"page_view\\", \\"distinct_id\\": \\"user123\\", \\"properties\\": {\\"page\\": \\"/\\"}}]"}}},"posthog_capture_event":{"id":"posthog_capture_event","name":"PostHog Capture Event","description":"Capture a single event in PostHog. Use this to track user actions, page views, or custom events.","version":"1.0.0","params":{"projectApiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Project API Key (public token for event ingestion)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"PostHog region: us (default) or eu","default":"us"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"event":{"type":"string","required":true,"visibility":"user-or-llm","description":"The name of the event to capture (e.g., \\"page_view\\", \\"button_clicked\\")"},"distinctId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Unique identifier for the user or device (e.g., \\"user123\\", email, or device UUID)"},"properties":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON string of event properties (e.g., {\\"button_name\\": \\"signup\\", \\"page\\": \\"homepage\\"})"},"timestamp":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO 8601 timestamp for when the event occurred. If not provided, uses current time"}}},"posthog_create_annotation":{"id":"posthog_create_annotation","name":"PostHog Create Annotation","description":"Create a new annotation in PostHog. Mark important events on your graphs with date and description.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The PostHog project ID (e.g., \\"12345\\" or project UUID)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"PostHog cloud region: \\"us\\" or \\"eu\\" (default: \\"us\\")","default":"us"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"content":{"type":"string","required":true,"visibility":"user-or-llm","description":"Content/text of the annotation"},"date_marker":{"type":"string","required":true,"visibility":"user-or-llm","description":"ISO timestamp marking when the annotation applies (e.g., \\"2024-01-15T10:00:00Z\\")"},"scope":{"type":"string","required":false,"visibility":"user-or-llm","description":"Scope of the annotation: \\"project\\", \\"organization\\", \\"dashboard\\", or \\"dashboard_item\\" (default: \\"project\\")"},"dashboard_item":{"type":"string","required":false,"visibility":"user-or-llm","description":"ID of the dashboard tile (insight) to attach this annotation to (used when scope is \\"dashboard_item\\")"},"dashboard_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"ID of the dashboard to attach this annotation to (used when scope is \\"dashboard\\")"}}},"posthog_create_cohort":{"id":"posthog_create_cohort","name":"PostHog Create Cohort","description":"Create a new cohort in PostHog. Requires cohort name and filter or query configuration.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The PostHog project ID (e.g., \\"12345\\" or project UUID)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"PostHog cloud region: \\"us\\" or \\"eu\\" (default: \\"us\\")","default":"us"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Name for the cohort (optional - PostHog will use \\"Untitled cohort\\" if not provided)"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Description of the cohort"},"filters":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON string of filter configuration for the cohort"},"query":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON string of query configuration for the cohort"},"is_static":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the cohort is static (default: false)","default":false},"groups":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON string of groups that define the cohort"}}},"posthog_create_dashboard":{"id":"posthog_create_dashboard","name":"PostHog Create Dashboard","description":"Create a new dashboard in PostHog. Optionally seed it from a built-in template, then attach insights to it afterward.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The PostHog project ID (e.g., \\"12345\\" or project UUID)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"PostHog cloud region: \\"us\\" or \\"eu\\" (default: \\"us\\")","default":"us"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name for the new dashboard"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Description of the dashboard"},"pinned":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to pin the dashboard to the sidebar"},"tags":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of tags for the dashboard"},"useTemplate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Name of a built-in PostHog dashboard template to seed this dashboard from (e.g., \\"Product analytics\\")"}}},"posthog_create_experiment":{"id":"posthog_create_experiment","name":"PostHog Create Experiment","description":"Create a new experiment in PostHog","version":"1.0.0","params":{"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The PostHog project ID (e.g., \\"12345\\" or project UUID)"},"region":{"type":"string","required":true,"visibility":"user-only","description":"PostHog cloud region: us or eu"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Experiment name"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Experiment description"},"featureFlagKey":{"type":"string","required":true,"visibility":"user-or-llm","description":"Feature flag key to use for the experiment"},"parameters":{"type":"string","required":false,"visibility":"user-or-llm","description":"Experiment parameters as JSON string"},"filters":{"type":"string","required":false,"visibility":"user-or-llm","description":"Experiment filters as JSON string"},"startDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Experiment start date (ISO format)"},"endDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Experiment end date (ISO format)"}}},"posthog_create_feature_flag":{"id":"posthog_create_feature_flag","name":"PostHog Create Feature Flag","description":"Create a new feature flag in PostHog","version":"1.0.0","params":{"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The PostHog project ID (e.g., \\"12345\\" or project UUID)"},"region":{"type":"string","required":true,"visibility":"user-only","description":"PostHog cloud region: us or eu"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Feature flag name (optional - can be empty)"},"key":{"type":"string","required":true,"visibility":"user-or-llm","description":"Feature flag key (unique identifier)"},"filters":{"type":"string","required":false,"visibility":"user-or-llm","description":"Feature flag filters as JSON string"},"active":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the flag is active (default: true)","default":true},"ensureExperienceContinuity":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to ensure experience continuity (default: false)","default":false},"rolloutPercentage":{"type":"number","required":false,"visibility":"user-or-llm","description":"Rollout percentage (0-100)"}}},"posthog_create_insight":{"id":"posthog_create_insight","name":"PostHog Create Insight","description":"Create a new insight in PostHog. Requires insight name and a query configuration.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The PostHog project ID (e.g., \\"12345\\" or project UUID)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"PostHog cloud region: \\"us\\" or \\"eu\\" (default: \\"us\\")","default":"us"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Name for the insight (optional - PostHog will generate a derived name if not provided)"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Description of the insight"},"query":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON string of query configuration for the insight"},"dashboards":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of dashboard IDs to add this insight to"},"tags":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of tags for the insight"}}},"posthog_create_survey":{"id":"posthog_create_survey","name":"PostHog Create Survey","description":"Create a new survey in PostHog. Supports question types: Basic (open), Link, Rating, and Multiple Choice.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PostHog Project ID (e.g., \\"12345\\" or project UUID)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"PostHog cloud region: us or eu (default: us)","default":"us"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Survey name"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Survey description"},"type":{"type":"string","required":false,"visibility":"user-or-llm","description":"Survey type: popover (in-app) or api (custom implementation) (default: popover)","default":"popover"},"questions":{"type":"string","required":true,"visibility":"user-or-llm","description":"JSON string of survey questions array. Each question must have type (open/link/rating/multiple_choice) and question text. Rating questions can have scale (1-10), lowerBoundLabel, upperBoundLabel. Multiple choice questions need choices array. Link questions can have buttonText."},"startDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Survey start date in ISO 8601 format"},"endDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Survey end date in ISO 8601 format"},"appearance":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON string of appearance configuration (colors, position, etc.)"},"conditions":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON string of display conditions (URL matching, etc.)"},"targetingFlagFilters":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON string of feature flag filters for targeting"},"linkedFlagId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Feature flag ID to link to this survey"},"responsesLimit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of responses to collect"}}},"posthog_delete_feature_flag":{"id":"posthog_delete_feature_flag","name":"PostHog Delete Feature Flag","description":"Delete a feature flag from PostHog","version":"1.0.0","params":{"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The PostHog project ID (e.g., \\"12345\\" or project UUID)"},"flagId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The feature flag ID to delete (e.g., \\"42\\")"},"region":{"type":"string","required":true,"visibility":"user-only","description":"PostHog cloud region: us or eu"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"}}},"posthog_delete_person":{"id":"posthog_delete_person","name":"PostHog Delete Person","description":"Delete a person from PostHog. This will remove all associated events and data. Use with caution.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key (for authenticated API access)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"PostHog region: us (default) or eu","default":"us"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PostHog Project ID (e.g., \\"12345\\" or project UUID)"},"personId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Person ID or UUID to delete (e.g., \\"01234567-89ab-cdef-0123-456789abcdef\\")"}}},"posthog_delete_survey":{"id":"posthog_delete_survey","name":"PostHog Delete Survey","description":"Delete a survey from PostHog. Use this to remove expired or unused surveys.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PostHog Project ID (e.g., \\"12345\\" or project UUID)"},"surveyId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Survey ID to delete (e.g., \\"01234567-89ab-cdef-0123-456789abcdef\\")"},"region":{"type":"string","required":false,"visibility":"user-only","description":"PostHog cloud region: us or eu (default: us)","default":"us"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."}}},"posthog_evaluate_flags":{"id":"posthog_evaluate_flags","name":"PostHog Evaluate Feature Flags","description":"Evaluate feature flags for a specific user or group. This is a public endpoint that uses the project API key.","version":"1.0.0","params":{"region":{"type":"string","required":true,"visibility":"user-only","description":"PostHog cloud region: us or eu"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"projectApiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Project API Key (not personal API key)"},"distinctId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The distinct ID of the user to evaluate flags for (e.g., \\"user123\\" or email)"},"groups":{"type":"string","required":false,"visibility":"user-or-llm","description":"Groups as JSON string (e.g., {\\"company\\": \\"company_id_in_your_db\\"})"},"personProperties":{"type":"string","required":false,"visibility":"user-or-llm","description":"Person properties as JSON string"},"groupProperties":{"type":"string","required":false,"visibility":"user-or-llm","description":"Group properties as JSON string"}}},"posthog_get_cohort":{"id":"posthog_get_cohort","name":"PostHog Get Cohort","description":"Get a specific cohort by ID from PostHog. Returns detailed cohort definition, filters, and user count.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The PostHog project ID (e.g., \\"12345\\" or project UUID)"},"cohortId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The cohort ID to retrieve (e.g., \\"42\\")"},"region":{"type":"string","required":false,"visibility":"user-only","description":"PostHog cloud region: \\"us\\" or \\"eu\\" (default: \\"us\\")","default":"us"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."}}},"posthog_get_dashboard":{"id":"posthog_get_dashboard","name":"PostHog Get Dashboard","description":"Get a specific dashboard by ID from PostHog. Returns detailed dashboard configuration, tiles, and metadata.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The PostHog project ID (e.g., \\"12345\\" or project UUID)"},"dashboardId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The dashboard ID to retrieve (e.g., \\"42\\")"},"region":{"type":"string","required":false,"visibility":"user-only","description":"PostHog cloud region: \\"us\\" or \\"eu\\" (default: \\"us\\")","default":"us"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."}}},"posthog_get_event_definition":{"id":"posthog_get_event_definition","name":"PostHog Get Event Definition","description":"Get details of a specific event definition in PostHog. Returns comprehensive information about the event including metadata, usage statistics, and verification status.","version":"1.0.0","params":{"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PostHog Project ID (e.g., \\"12345\\" or project UUID)"},"eventDefinitionId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Event Definition ID to retrieve"},"region":{"type":"string","required":true,"visibility":"user-only","description":"PostHog cloud region: us or eu"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"}}},"posthog_get_experiment":{"id":"posthog_get_experiment","name":"PostHog Get Experiment","description":"Get details of a specific experiment","version":"1.0.0","params":{"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The PostHog project ID (e.g., \\"12345\\" or project UUID)"},"experimentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The experiment ID (e.g., \\"42\\")"},"region":{"type":"string","required":true,"visibility":"user-only","description":"PostHog cloud region: us or eu"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"}}},"posthog_get_feature_flag":{"id":"posthog_get_feature_flag","name":"PostHog Get Feature Flag","description":"Get details of a specific feature flag","version":"1.0.0","params":{"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The PostHog project ID (e.g., \\"12345\\" or project UUID)"},"flagId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The feature flag ID (e.g., \\"42\\")"},"region":{"type":"string","required":true,"visibility":"user-only","description":"PostHog cloud region: us or eu"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"}}},"posthog_get_insight":{"id":"posthog_get_insight","name":"PostHog Get Insight","description":"Get a specific insight by ID from PostHog. Returns detailed insight configuration and metadata.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The PostHog project ID (e.g., \\"12345\\" or project UUID)"},"insightId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The insight ID to retrieve (e.g., \\"42\\" or short ID like \\"abc123\\")"},"region":{"type":"string","required":false,"visibility":"user-only","description":"PostHog cloud region: \\"us\\" or \\"eu\\" (default: \\"us\\")","default":"us"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."}}},"posthog_get_organization":{"id":"posthog_get_organization","name":"PostHog Get Organization","description":"Get detailed information about a specific organization by ID. Returns comprehensive organization settings, features, usage, and team information.","version":"1.0.0","params":{"organizationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Organization ID (e.g., \\"01234567-89ab-cdef-0123-456789abcdef\\")"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"region":{"type":"string","required":false,"visibility":"user-only","description":"Cloud region: us or eu (default: us)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."}}},"posthog_get_person":{"id":"posthog_get_person","name":"PostHog Get Person","description":"Get detailed information about a specific person in PostHog by their ID or UUID.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key (for authenticated API access)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"PostHog region: us (default) or eu","default":"us"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PostHog Project ID (e.g., \\"12345\\" or project UUID)"},"personId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Person ID or UUID to retrieve (e.g., \\"01234567-89ab-cdef-0123-456789abcdef\\")"}}},"posthog_get_project":{"id":"posthog_get_project","name":"PostHog Get Project","description":"Get detailed information about a specific project by ID. Returns comprehensive project configuration, settings, and feature flags.","version":"1.0.0","params":{"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Project ID (e.g., \\"12345\\" or project UUID)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"region":{"type":"string","required":false,"visibility":"user-only","description":"Cloud region: us or eu (default: us)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."}}},"posthog_get_property_definition":{"id":"posthog_get_property_definition","name":"PostHog Get Property Definition","description":"Get details of a specific property definition in PostHog. Returns comprehensive information about the property including metadata, type, usage statistics, and verification status.","version":"1.0.0","params":{"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PostHog Project ID (e.g., \\"12345\\" or project UUID)"},"propertyDefinitionId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Property Definition ID to retrieve"},"region":{"type":"string","required":true,"visibility":"user-only","description":"PostHog cloud region: us or eu"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"}}},"posthog_get_session_recording":{"id":"posthog_get_session_recording","name":"PostHog Get Session Recording","description":"Get details of a specific session recording in PostHog by ID.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PostHog Project ID (e.g., \\"12345\\" or project UUID)"},"recordingId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Session recording ID to retrieve (e.g., \\"01234567-89ab-cdef-0123-456789abcdef\\")"},"region":{"type":"string","required":false,"visibility":"user-only","description":"PostHog cloud region: us or eu (default: us)","default":"us"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."}}},"posthog_get_survey":{"id":"posthog_get_survey","name":"PostHog Get Survey","description":"Get details of a specific survey in PostHog by ID.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PostHog Project ID (e.g., \\"12345\\" or project UUID)"},"surveyId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Survey ID to retrieve (e.g., \\"01234567-89ab-cdef-0123-456789abcdef\\")"},"region":{"type":"string","required":false,"visibility":"user-only","description":"PostHog cloud region: us or eu (default: us)","default":"us"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."}}},"posthog_list_actions":{"id":"posthog_list_actions","name":"PostHog List Actions","description":"List all actions in a PostHog project. Returns action definitions, steps, and metadata.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The PostHog project ID (e.g., \\"12345\\" or project UUID)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"PostHog cloud region: \\"us\\" or \\"eu\\" (default: \\"us\\")","default":"us"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to return per page (default: 100, e.g., 10, 50, 100)"},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to skip for pagination (e.g., 0, 100, 200)"},"search":{"type":"string","required":false,"visibility":"user-or-llm","description":"Search term to filter actions by name"}}},"posthog_list_annotations":{"id":"posthog_list_annotations","name":"PostHog List Annotations","description":"List all annotations in a PostHog project. Returns annotation content, timestamps, and associated insights.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The PostHog project ID (e.g., \\"12345\\" or project UUID)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"PostHog cloud region: \\"us\\" or \\"eu\\" (default: \\"us\\")","default":"us"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to return per page (default: 100, e.g., 10, 50, 100)"},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to skip for pagination (e.g., 0, 100, 200)"}}},"posthog_list_cohorts":{"id":"posthog_list_cohorts","name":"PostHog List Cohorts","description":"List all cohorts in a PostHog project. Returns cohort definitions, filters, and user counts.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The PostHog project ID (e.g., \\"12345\\" or project UUID)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"PostHog cloud region: \\"us\\" or \\"eu\\" (default: \\"us\\")","default":"us"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to return per page (default: 100, e.g., 10, 50, 100)"},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to skip for pagination (e.g., 0, 100, 200)"}}},"posthog_list_dashboards":{"id":"posthog_list_dashboards","name":"PostHog List Dashboards","description":"List all dashboards in a PostHog project. Returns dashboard configurations, tiles, and metadata.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The PostHog project ID (e.g., \\"12345\\" or project UUID)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"PostHog cloud region: \\"us\\" or \\"eu\\" (default: \\"us\\")","default":"us"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to return per page (default: 100, e.g., 10, 50, 100)"},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to skip for pagination (e.g., 0, 100, 200)"}}},"posthog_list_event_definitions":{"id":"posthog_list_event_definitions","name":"PostHog List Event Definitions","description":"List all event definitions in a PostHog project. Event definitions represent tracked events with metadata like descriptions, tags, and usage statistics.","version":"1.0.0","params":{"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PostHog Project ID (e.g., \\"12345\\" or project UUID)"},"region":{"type":"string","required":true,"visibility":"user-only","description":"PostHog cloud region: us or eu"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to return per page (default: 100, e.g., 10, 50, 100)"},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"The initial index from which to return results (e.g., 0, 100, 200)"},"search":{"type":"string","required":false,"visibility":"user-or-llm","description":"Search term to filter event definitions by name"}}},"posthog_list_experiments":{"id":"posthog_list_experiments","name":"PostHog List Experiments","description":"List all experiments in a PostHog project","version":"1.0.0","params":{"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The PostHog project ID (e.g., \\"12345\\" or project UUID)"},"region":{"type":"string","required":true,"visibility":"user-only","description":"PostHog cloud region: us or eu"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to return (e.g., 10, 50, 100)"},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to skip for pagination (e.g., 0, 100, 200)"}}},"posthog_list_feature_flags":{"id":"posthog_list_feature_flags","name":"PostHog List Feature Flags","description":"List all feature flags in a PostHog project","version":"1.0.0","params":{"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The PostHog project ID (e.g., \\"12345\\" or project UUID)"},"region":{"type":"string","required":true,"visibility":"user-only","description":"PostHog cloud region: us or eu"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to return (e.g., 10, 50, 100)"},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to skip for pagination (e.g., 0, 100, 200)"}}},"posthog_list_insights":{"id":"posthog_list_insights","name":"PostHog List Insights","description":"List all insights in a PostHog project. Returns insight configurations and metadata.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The PostHog project ID (e.g., \\"12345\\" or project UUID)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"PostHog cloud region: \\"us\\" or \\"eu\\" (default: \\"us\\")","default":"us"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to return per page (default: 100, e.g., 10, 50, 100)"},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to skip for pagination (e.g., 0, 100, 200)"}}},"posthog_list_organizations":{"id":"posthog_list_organizations","name":"PostHog List Organizations","description":"List all organizations the user has access to. Returns organization details including name, slug, membership level, and available product features.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"region":{"type":"string","required":false,"visibility":"user-only","description":"Cloud region: us or eu (default: us)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."}}},"posthog_list_persons":{"id":"posthog_list_persons","name":"PostHog List Persons","description":"List persons (users) in PostHog. Returns user profiles with their properties and distinct IDs.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key (for authenticated API access)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"PostHog region: us (default) or eu","default":"us"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PostHog Project ID (e.g., \\"12345\\" or project UUID)"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of persons to return (default: 100, max: 100)","default":100},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of persons to skip for pagination (e.g., 0, 100, 200)"},"search":{"type":"string","required":false,"visibility":"user-or-llm","description":"Search persons by email, name, or distinct ID"},"distinctId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by specific distinct_id"}}},"posthog_list_projects":{"id":"posthog_list_projects","name":"PostHog List Projects","description":"List all projects in the organization. Returns project details including IDs, names, API tokens, and settings. Useful for getting project IDs needed by other endpoints.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"region":{"type":"string","required":false,"visibility":"user-only","description":"Cloud region: us or eu (default: us)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."}}},"posthog_list_property_definitions":{"id":"posthog_list_property_definitions","name":"PostHog List Property Definitions","description":"List all property definitions in a PostHog project. Property definitions represent tracked properties with metadata like descriptions, tags, types, and usage statistics.","version":"1.0.0","params":{"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PostHog Project ID (e.g., \\"12345\\" or project UUID)"},"region":{"type":"string","required":true,"visibility":"user-only","description":"PostHog cloud region: us or eu"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to return per page (default: 100, e.g., 10, 50, 100)"},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"The initial index from which to return results (e.g., 0, 100, 200)"},"search":{"type":"string","required":false,"visibility":"user-or-llm","description":"Search term to filter property definitions by name"},"type":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by property type: event, person, or group"}}},"posthog_list_recording_playlists":{"id":"posthog_list_recording_playlists","name":"PostHog List Recording Playlists","description":"List session recording playlists in a PostHog project. Playlists allow you to organize and curate session recordings.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PostHog Project ID (e.g., \\"12345\\" or project UUID)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"PostHog cloud region: us or eu (default: us)","default":"us"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to return (default: 100, e.g., 10, 50, 100)"},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to skip for pagination (e.g., 0, 100, 200)"}}},"posthog_list_session_recordings":{"id":"posthog_list_session_recordings","name":"PostHog List Session Recordings","description":"List session recordings in a PostHog project. Session recordings capture user interactions with your application.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PostHog Project ID (e.g., \\"12345\\" or project UUID)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"PostHog cloud region: us or eu (default: us)","default":"us"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to return (default: 50, e.g., 10, 25, 50)"},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to skip for pagination (e.g., 0, 50, 100)"}}},"posthog_list_surveys":{"id":"posthog_list_surveys","name":"PostHog List Surveys","description":"List all surveys in a PostHog project. Surveys allow you to collect feedback from users.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PostHog Project ID (e.g., \\"12345\\" or project UUID)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"PostHog cloud region: us or eu (default: us)","default":"us"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to return (default: 100, e.g., 10, 50, 100)"},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to skip for pagination (e.g., 0, 100, 200)"}}},"posthog_query":{"id":"posthog_query","name":"PostHog Query","description":"Execute a HogQL query in PostHog. HogQL is PostHog\'s SQL-like query language for analytics. Use this for advanced data retrieval and analysis.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key (for authenticated API access)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"PostHog region: us (default) or eu","default":"us"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PostHog Project ID (e.g., \\"12345\\" or project UUID)"},"query":{"type":"string","required":true,"visibility":"user-or-llm","description":"HogQL query to execute. Example: {\\"kind\\": \\"HogQLQuery\\", \\"query\\": \\"SELECT event, count() FROM events WHERE timestamp > now() - INTERVAL 1 DAY GROUP BY event\\"}"},"values":{"type":"string","required":false,"visibility":"user-or-llm","description":"Optional JSON string of parameter values for parameterized queries. Example: {\\"user_id\\": \\"123\\"}"}}},"posthog_update_cohort":{"id":"posthog_update_cohort","name":"PostHog Update Cohort","description":"Update an existing cohort in PostHog. Can modify name, description, filters, query, static membership, and deleted status.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The PostHog project ID (e.g., \\"12345\\" or project UUID)"},"cohortId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The cohort ID to update (e.g., \\"42\\")"},"region":{"type":"string","required":false,"visibility":"user-only","description":"PostHog cloud region: \\"us\\" or \\"eu\\" (default: \\"us\\")","default":"us"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Updated name for the cohort"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Updated description of the cohort"},"filters":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON string of updated filter configuration for the cohort"},"query":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON string of updated query configuration for the cohort"},"isStatic":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the cohort is static"},"groups":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON string of updated groups that define the cohort"},"deleted":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Set to true to archive (soft-delete) the cohort"}}},"posthog_update_event_definition":{"id":"posthog_update_event_definition","name":"PostHog Update Event Definition","description":"Update an event definition in PostHog. Can modify description, tags, and verification status to maintain clean event schemas.","version":"1.0.0","params":{"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PostHog Project ID (e.g., \\"12345\\" or project UUID)"},"eventDefinitionId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Event Definition ID to update"},"region":{"type":"string","required":true,"visibility":"user-only","description":"PostHog cloud region: us or eu"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Updated description for the event"},"tags":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of tags to associate with the event"},"verified":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to mark the event as verified"}}},"posthog_update_experiment":{"id":"posthog_update_experiment","name":"PostHog Update Experiment","description":"Update an existing experiment in PostHog. Use this to change dates, archive an experiment, or adjust its parameters and filters.","version":"1.0.0","params":{"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The PostHog project ID (e.g., \\"12345\\" or project UUID)"},"experimentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The experiment ID to update (e.g., \\"42\\")"},"region":{"type":"string","required":false,"visibility":"user-only","description":"PostHog cloud region: us or eu (default: us)","default":"us"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Updated experiment name"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Updated experiment description"},"parameters":{"type":"string","required":false,"visibility":"user-or-llm","description":"Updated experiment parameters as JSON string"},"filters":{"type":"string","required":false,"visibility":"user-or-llm","description":"Updated experiment filters as JSON string"},"startDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Updated start date (ISO 8601). Set this to launch a draft experiment."},"endDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Updated end date (ISO 8601). Set this to conclude a running experiment."},"archived":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to archive the experiment"}}},"posthog_update_feature_flag":{"id":"posthog_update_feature_flag","name":"PostHog Update Feature Flag","description":"Update an existing feature flag in PostHog","version":"1.0.0","params":{"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The PostHog project ID (e.g., \\"12345\\" or project UUID)"},"flagId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The feature flag ID (e.g., \\"42\\")"},"region":{"type":"string","required":true,"visibility":"user-only","description":"PostHog cloud region: us or eu"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Feature flag name"},"key":{"type":"string","required":false,"visibility":"user-or-llm","description":"Feature flag key (unique identifier)"},"filters":{"type":"string","required":false,"visibility":"user-or-llm","description":"Feature flag filters as JSON string"},"active":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the flag is active"},"ensureExperienceContinuity":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to ensure experience continuity"},"rolloutPercentage":{"type":"number","required":false,"visibility":"user-or-llm","description":"Rollout percentage (0-100)"}}},"posthog_update_insight":{"id":"posthog_update_insight","name":"PostHog Update Insight","description":"Update an existing insight in PostHog. Can modify name, description, query, dashboards, tags, and favorited status.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The PostHog project ID (e.g., \\"12345\\" or project UUID)"},"insightId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The insight ID to update (e.g., \\"42\\" or short ID like \\"abc123\\")"},"region":{"type":"string","required":false,"visibility":"user-only","description":"PostHog cloud region: \\"us\\" or \\"eu\\" (default: \\"us\\")","default":"us"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Updated name for the insight"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Updated description for the insight"},"query":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON string of updated query configuration for the insight"},"dashboards":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of dashboard IDs to attach this insight to"},"tags":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of tags for the insight"},"favorited":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to mark the insight as favorited"}}},"posthog_update_property_definition":{"id":"posthog_update_property_definition","name":"PostHog Update Property Definition","description":"Update a property definition in PostHog. Can modify description, tags, property type, and verification status to maintain clean property schemas.","version":"1.0.0","params":{"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PostHog Project ID (e.g., \\"12345\\" or project UUID)"},"propertyDefinitionId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Property Definition ID to update"},"region":{"type":"string","required":true,"visibility":"user-only","description":"PostHog cloud region: us or eu"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Updated description for the property"},"tags":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of tags to associate with the property"},"verified":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to mark the property as verified"},"property_type":{"type":"string","required":false,"visibility":"user-or-llm","description":"The data type of the property (e.g., String, Numeric, Boolean, DateTime, etc.)"}}},"posthog_update_survey":{"id":"posthog_update_survey","name":"PostHog Update Survey","description":"Update an existing survey in PostHog. Can modify questions, appearance, conditions, and other settings.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PostHog Project ID (e.g., \\"12345\\" or project UUID)"},"surveyId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Survey ID to update (e.g., \\"01234567-89ab-cdef-0123-456789abcdef\\")"},"region":{"type":"string","required":false,"visibility":"user-only","description":"PostHog cloud region: us or eu (default: us)","default":"us"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Survey name"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Survey description"},"type":{"type":"string","required":false,"visibility":"user-or-llm","description":"Survey type: popover or api"},"questions":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON string of survey questions array. Each question must have type (open/link/rating/multiple_choice) and question text."},"startDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Survey start date in ISO 8601 format"},"endDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Survey end date in ISO 8601 format"},"appearance":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON string of appearance configuration (colors, position, etc.)"},"conditions":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON string of display conditions (URL matching, etc.)"},"targetingFlagFilters":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON string of feature flag filters for targeting"},"linkedFlagId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Feature flag ID to link to this survey"},"responsesLimit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of responses to collect"},"archived":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Archive or unarchive the survey"}}},"profound_bot_logs":{"id":"profound_bot_logs","name":"Profound Bot Logs","description":"Get identified bot visit logs with filters for a domain in Profound","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Profound API Key"},"domain":{"type":"string","required":true,"visibility":"user-or-llm","description":"Domain to query bot logs for (e.g. example.com)"},"startDate":{"type":"string","required":true,"visibility":"user-or-llm","description":"Start date (YYYY-MM-DD or ISO 8601)"},"endDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"End date (YYYY-MM-DD or ISO 8601). Defaults to now"},"dimensions":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated dimensions: timestamp, method, host, path, status_code, ip, user_agent, referer, bytes_sent, duration_ms, query_params, bot_name, bot_provider, bot_types"},"filters":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON array of filter objects, e.g. [{\\"field\\":\\"bot_name\\",\\"operator\\":\\"is\\",\\"value\\":\\"GPTBot\\"}]"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of results (default 10000, max 50000)"}}},"profound_bots_report":{"id":"profound_bots_report","name":"Profound Bots Report","description":"Query bot traffic report with hourly granularity for a domain in Profound","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Profound API Key"},"domain":{"type":"string","required":true,"visibility":"user-or-llm","description":"Domain to query bot traffic for (e.g. example.com)"},"startDate":{"type":"string","required":true,"visibility":"user-or-llm","description":"Start date (YYYY-MM-DD or ISO 8601)"},"endDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"End date (YYYY-MM-DD or ISO 8601). Defaults to now"},"metrics":{"type":"string","required":true,"visibility":"user-or-llm","description":"Comma-separated metrics: count, citations, indexing, training, last_visit"},"dimensions":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated dimensions: date, hour, path, bot_name, bot_provider, bot_type"},"dateInterval":{"type":"string","required":false,"visibility":"user-or-llm","description":"Date interval: hour, day, week, month, year"},"filters":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON array of filter objects, e.g. [{\\"field\\":\\"bot_name\\",\\"operator\\":\\"is\\",\\"value\\":\\"GPTBot\\"}]"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of results (default 10000, max 50000)"}}},"profound_category_assets":{"id":"profound_category_assets","name":"Profound Category Assets","description":"List assets (companies/brands) for a specific category in Profound","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Profound API Key"},"categoryId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Category ID (UUID)"}}},"profound_category_personas":{"id":"profound_category_personas","name":"Profound Category Personas","description":"List personas for a specific category in Profound","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Profound API Key"},"categoryId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Category ID (UUID)"}}},"profound_category_prompts":{"id":"profound_category_prompts","name":"Profound Category Prompts","description":"List prompts for a specific category in Profound","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Profound API Key"},"categoryId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Category ID (UUID)"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of results (default 10000, max 10000)"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor from previous response"},"orderDir":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort direction: asc or desc (default desc)"},"promptType":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated prompt types to filter: visibility, sentiment"},"topicId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated topic IDs (UUIDs) to filter by"},"tagId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated tag IDs (UUIDs) to filter by"},"regionId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated region IDs (UUIDs) to filter by"},"platformId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated platform IDs (UUIDs) to filter by"}}},"profound_category_tags":{"id":"profound_category_tags","name":"Profound Category Tags","description":"List tags for a specific category in Profound","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Profound API Key"},"categoryId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Category ID (UUID)"}}},"profound_category_topics":{"id":"profound_category_topics","name":"Profound Category Topics","description":"List topics for a specific category in Profound","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Profound API Key"},"categoryId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Category ID (UUID)"}}},"profound_citation_prompts":{"id":"profound_citation_prompts","name":"Profound Citation Prompts","description":"Get prompts that cite a specific domain across AI platforms in Profound","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Profound API Key"},"inputDomain":{"type":"string","required":true,"visibility":"user-or-llm","description":"Domain to look up citations for (e.g. ramp.com)"}}},"profound_citations_report":{"id":"profound_citations_report","name":"Profound Citations Report","description":"Query citations report for a category in Profound","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Profound API Key"},"categoryId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Category ID (UUID)"},"startDate":{"type":"string","required":true,"visibility":"user-or-llm","description":"Start date (YYYY-MM-DD or ISO 8601)"},"endDate":{"type":"string","required":true,"visibility":"user-or-llm","description":"End date (YYYY-MM-DD or ISO 8601)"},"metrics":{"type":"string","required":true,"visibility":"user-or-llm","description":"Comma-separated metrics: count, citation_share"},"dimensions":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated dimensions: hostname, path, date, region, topic, model, tag, prompt, url, root_domain, persona, citation_category"},"dateInterval":{"type":"string","required":false,"visibility":"user-or-llm","description":"Date interval: hour, day, week, month, year"},"filters":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON array of filter objects, e.g. [{\\"field\\":\\"hostname\\",\\"operator\\":\\"is\\",\\"value\\":\\"example.com\\"}]"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of results (default 10000, max 50000)"}}},"profound_list_assets":{"id":"profound_list_assets","name":"Profound List Assets","description":"List all organization assets (companies/brands) across all categories in Profound","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Profound API Key"}}},"profound_list_categories":{"id":"profound_list_categories","name":"Profound List Categories","description":"List all organization categories in Profound","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Profound API Key"}}},"profound_list_domains":{"id":"profound_list_domains","name":"Profound List Domains","description":"List all organization domains in Profound","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Profound API Key"}}},"profound_list_models":{"id":"profound_list_models","name":"Profound List Models","description":"List all AI models/platforms tracked in Profound","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Profound API Key"}}},"profound_list_optimizations":{"id":"profound_list_optimizations","name":"Profound List Optimizations","description":"List content optimization entries for an asset in Profound","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Profound API Key"},"assetId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Asset ID (UUID)"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of results (default 10000, max 50000)"},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Offset for pagination (default 0)"}}},"profound_list_personas":{"id":"profound_list_personas","name":"Profound List Personas","description":"List all organization personas across all categories in Profound","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Profound API Key"}}},"profound_list_regions":{"id":"profound_list_regions","name":"Profound List Regions","description":"List all organization regions in Profound","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Profound API Key"}}},"profound_optimization_analysis":{"id":"profound_optimization_analysis","name":"Profound Optimization Analysis","description":"Get detailed content optimization analysis for a specific content item in Profound","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Profound API Key"},"assetId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Asset ID (UUID)"},"contentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Content/optimization ID (UUID)"}}},"profound_prompt_answers":{"id":"profound_prompt_answers","name":"Profound Prompt Answers","description":"Get raw prompt answers data for a category in Profound","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Profound API Key"},"categoryId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Category ID (UUID)"},"startDate":{"type":"string","required":true,"visibility":"user-or-llm","description":"Start date (YYYY-MM-DD or ISO 8601)"},"endDate":{"type":"string","required":true,"visibility":"user-or-llm","description":"End date (YYYY-MM-DD or ISO 8601)"},"filters":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON array of filter objects, e.g. [{\\"field\\":\\"prompt_type\\",\\"operator\\":\\"is\\",\\"value\\":\\"visibility\\"}]"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of results (default 10000, max 50000)"}}},"profound_prompt_volume":{"id":"profound_prompt_volume","name":"Profound Prompt Volume","description":"Query prompt volume data to understand search demand across AI platforms in Profound","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Profound API Key"},"startDate":{"type":"string","required":true,"visibility":"user-or-llm","description":"Start date (YYYY-MM-DD or ISO 8601)"},"endDate":{"type":"string","required":true,"visibility":"user-or-llm","description":"End date (YYYY-MM-DD or ISO 8601)"},"metrics":{"type":"string","required":true,"visibility":"user-or-llm","description":"Comma-separated metrics: volume, change"},"dimensions":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated dimensions: keyword, date, platform, country_code, matching_type, frequency"},"dateInterval":{"type":"string","required":false,"visibility":"user-or-llm","description":"Date interval: hour, day, week, month, year"},"filters":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON array of filter objects, e.g. [{\\"field\\":\\"keyword\\",\\"operator\\":\\"contains\\",\\"value\\":\\"best\\"}]"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of results (default 10000, max 50000)"}}},"profound_query_fanouts":{"id":"profound_query_fanouts","name":"Profound Query Fanouts","description":"Query fanout report showing how AI models expand prompts into sub-queries in Profound","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Profound API Key"},"categoryId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Category ID (UUID)"},"startDate":{"type":"string","required":true,"visibility":"user-or-llm","description":"Start date (YYYY-MM-DD or ISO 8601)"},"endDate":{"type":"string","required":true,"visibility":"user-or-llm","description":"End date (YYYY-MM-DD or ISO 8601)"},"metrics":{"type":"string","required":true,"visibility":"user-or-llm","description":"Comma-separated metrics: fanouts_per_execution, total_fanouts, share"},"dimensions":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated dimensions: prompt, query, model, region, date"},"dateInterval":{"type":"string","required":false,"visibility":"user-or-llm","description":"Date interval: hour, day, week, month, 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Use \\"account\\" for account, workspace, or OAuth tokens, or \\"project\\" for project tokens."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Railway project ID"}}},"railway_delete_service":{"id":"railway_delete_service","name":"Railway Delete Service","description":"Delete a Railway service and all of its deployments","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Railway API token"},"tokenType":{"type":"string","required":false,"visibility":"user-only","description":"Railway token type. Use \\"account\\" for account, workspace, or OAuth tokens, or \\"project\\" for project tokens."},"serviceId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Railway service ID"}}},"railway_delete_variable":{"id":"railway_delete_variable","name":"Railway Delete Variable","description":"Delete a Railway environment variable","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Railway API token"},"tokenType":{"type":"string","required":false,"visibility":"user-only","description":"Railway token type. Use \\"account\\" for account, workspace, or OAuth tokens, or \\"project\\" for project tokens."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Railway project ID"},"environmentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Railway environment ID"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Variable name to delete"},"serviceId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Railway service ID. Omit to delete a shared variable."}}},"railway_deploy_service":{"id":"railway_deploy_service","name":"Railway Deploy Service","description":"Trigger a deployment for a Railway service in an environment","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Railway API token"},"tokenType":{"type":"string","required":false,"visibility":"user-only","description":"Railway token type. Use \\"account\\" for account, workspace, or OAuth tokens, or \\"project\\" for project tokens."},"serviceId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Railway service ID"},"environmentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Railway environment ID"},"commitSha":{"type":"string","required":false,"visibility":"user-or-llm","description":"Specific Git commit SHA to deploy"}}},"railway_get_deployment":{"id":"railway_get_deployment","name":"Railway Get Deployment","description":"Get details for a single Railway deployment","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Railway API token"},"tokenType":{"type":"string","required":false,"visibility":"user-only","description":"Railway token type. Use \\"account\\" for account, workspace, or OAuth tokens, or \\"project\\" for project tokens."},"deploymentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Railway deployment ID"}}},"railway_get_deployment_logs":{"id":"railway_get_deployment_logs","name":"Railway Get Deployment Logs","description":"Retrieve runtime logs for a Railway deployment","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Railway API token"},"tokenType":{"type":"string","required":false,"visibility":"user-only","description":"Railway token type. Use \\"account\\" for account, workspace, or OAuth tokens, or \\"project\\" for project tokens."},"deploymentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Railway deployment ID"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of log lines to return"}}},"railway_get_project":{"id":"railway_get_project","name":"Railway Get Project","description":"Get a Railway project with its services and environments","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Railway API token"},"tokenType":{"type":"string","required":false,"visibility":"user-only","description":"Railway token type. Use \\"account\\" for account, workspace, or OAuth tokens, or \\"project\\" for project tokens."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Railway project ID"}}},"railway_list_deployments":{"id":"railway_list_deployments","name":"Railway List Deployments","description":"List deployments for a Railway service in an environment","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Railway API token"},"tokenType":{"type":"string","required":false,"visibility":"user-only","description":"Railway token type. Use \\"account\\" for account, workspace, or OAuth tokens, or \\"project\\" for project tokens."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Railway project ID"},"serviceId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Railway service ID"},"environmentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Railway environment ID"},"first":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of deployments to return"},"after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor for pagination"}}},"railway_list_project_members":{"id":"railway_list_project_members","name":"Railway List Project Members","description":"List members for a Railway project","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Railway API token"},"tokenType":{"type":"string","required":false,"visibility":"user-only","description":"Railway token type. Use \\"account\\" for account, workspace, or OAuth tokens, or \\"project\\" for project tokens."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Railway project ID"}}},"railway_list_projects":{"id":"railway_list_projects","name":"Railway List Projects","description":"List Railway projects visible to the provided token","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Railway API token"},"tokenType":{"type":"string","required":false,"visibility":"user-only","description":"Railway token type. Use \\"account\\" for account, workspace, or OAuth tokens, or \\"project\\" for project tokens."},"workspaceId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Workspace ID to list projects from"},"first":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of projects to return"},"after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor for pagination"}}},"railway_list_variables":{"id":"railway_list_variables","name":"Railway List Variables","description":"List Railway environment variables for a service or shared environment","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Railway API token"},"tokenType":{"type":"string","required":false,"visibility":"user-only","description":"Railway token type. Use \\"account\\" for account, workspace, or OAuth tokens, or \\"project\\" for project tokens."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Railway project ID"},"environmentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Railway environment ID"},"serviceId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Railway service ID. Omit for shared environment variables."}}},"railway_restart_deployment":{"id":"railway_restart_deployment","name":"Railway Restart Deployment","description":"Restart a running Railway deployment without rebuilding","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Railway API token"},"tokenType":{"type":"string","required":false,"visibility":"user-only","description":"Railway token type. Use \\"account\\" for account, workspace, or OAuth tokens, or \\"project\\" for project tokens."},"deploymentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Railway deployment ID"}}},"railway_rollback_deployment":{"id":"railway_rollback_deployment","name":"Railway Rollback Deployment","description":"Roll a Railway service back to a previous deployment","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Railway API token"},"tokenType":{"type":"string","required":false,"visibility":"user-only","description":"Railway token type. Use \\"account\\" for account, workspace, or OAuth tokens, or \\"project\\" for project tokens."},"deploymentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Railway deployment ID to roll back to (must have canRollback)"}}},"railway_transfer_project":{"id":"railway_transfer_project","name":"Railway Transfer Project","description":"Transfer a Railway project to another workspace","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Railway API token"},"tokenType":{"type":"string","required":false,"visibility":"user-only","description":"Railway token type. Use \\"account\\" for account, workspace, or OAuth tokens, or \\"project\\" for project tokens."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Railway project ID"},"workspaceId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Destination workspace ID"}}},"railway_update_project":{"id":"railway_update_project","name":"Railway Update Project","description":"Update a Railway project name or description","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Railway API token"},"tokenType":{"type":"string","required":false,"visibility":"user-only","description":"Railway token type. Use \\"account\\" for account, workspace, or OAuth tokens, or \\"project\\" for project tokens."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Railway project ID"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Updated project name"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Updated project description"},"isPublic":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the project should be publicly visible"},"prDeploys":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to enable pull request deploy environments"}}},"railway_upsert_variable":{"id":"railway_upsert_variable","name":"Railway Upsert Variable","description":"Create or update a Railway environment variable","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Railway API token"},"tokenType":{"type":"string","required":false,"visibility":"user-only","description":"Railway token type. Use \\"account\\" for account, workspace, or OAuth tokens, or \\"project\\" for project tokens."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Railway project ID"},"environmentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Railway environment ID"},"serviceId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Railway service ID. Omit to create or update a shared variable."},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Variable name"},"value":{"type":"string","required":true,"visibility":"user-or-llm","description":"Variable value"},"skipDeploys":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to skip automatic redeploys after changing the variable"}}},"rb2b_credit_check":{"id":"rb2b_credit_check","name":"RB2B Credit Check","description":"Check the number of API credits remaining on your RB2B account.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"RB2B API key"}}},"rb2b_email_to_activity":{"id":"rb2b_email_to_activity","name":"RB2B Email to Last Active Date","description":"Return the last known active date for an email address.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"RB2B API key"},"email":{"type":"string","required":true,"visibility":"user-or-llm","description":"The email address to look up"}}},"rb2b_hem_to_best_linkedin":{"id":"rb2b_hem_to_best_linkedin","name":"RB2B Email/HEM to Best LinkedIn URL","description":"Return the most recently active LinkedIn profile URL for an email address or MD5-hashed email.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"RB2B API key"},"email":{"type":"string","required":true,"visibility":"user-or-llm","description":"A plaintext email address or an MD5 hash of the email"}}},"rb2b_hem_to_business_profile":{"id":"rb2b_hem_to_business_profile","name":"RB2B Email/HEM to Business Profile","description":"Return a full business profile (name, title, company, industry, seniority and more) for an email address or MD5-hashed email.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"RB2B API key"},"email":{"type":"string","required":true,"visibility":"user-or-llm","description":"A plaintext email address or an MD5 hash of the email"}}},"rb2b_hem_to_linkedin":{"id":"rb2b_hem_to_linkedin","name":"RB2B Email/HEM to LinkedIn Slug","description":"Return the LinkedIn slug (the profile identifier portion of the URL) for an email address or MD5-hashed email.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"RB2B API key"},"email":{"type":"string","required":true,"visibility":"user-or-llm","description":"A plaintext email address or an MD5 hash of the email"}}},"rb2b_hem_to_maid":{"id":"rb2b_hem_to_maid","name":"RB2B Email/HEM to MAID","description":"Return up to five mobile advertising identifiers (MAIDs) associated with an email address or MD5-hashed email.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"RB2B API key"},"email":{"type":"string","required":true,"visibility":"user-or-llm","description":"A plaintext email address or an MD5 hash of the email"}}},"rb2b_ip_to_company":{"id":"rb2b_ip_to_company","name":"RB2B IP to Company","description":"Identify the company domains associated with an IP address, ranked by confidence.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"RB2B API key"},"ip_address":{"type":"string","required":true,"visibility":"user-or-llm","description":"The IP address to resolve (IPv4 or IPv6)"}}},"rb2b_ip_to_hem":{"id":"rb2b_ip_to_hem","name":"RB2B IP to HEM","description":"Convert an IP address (and optional user agent) into hashed email addresses (HEM) with accuracy scores.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"RB2B API key"},"ip_address":{"type":"string","required":true,"visibility":"user-or-llm","description":"The IP address to resolve (IPv4 or IPv6)"},"user_agent":{"type":"string","required":false,"visibility":"user-or-llm","description":"Optional user agent string to improve match accuracy"},"include_sha256":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to include SHA-256 hashes in addition to MD5 hashes"}}},"rb2b_ip_to_maid":{"id":"rb2b_ip_to_maid","name":"RB2B IP to MAID","description":"Resolve an IP address (and optional user agent) into mobile advertising identifiers (MAIDs) observed over the last 60 days.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"RB2B API key"},"ip_address":{"type":"string","required":true,"visibility":"user-or-llm","description":"The IP address to resolve (IPv4 or IPv6)"},"user_agent":{"type":"string","required":false,"visibility":"user-or-llm","description":"Optional user agent string to improve match accuracy"}}},"rb2b_linkedin_slug_search":{"id":"rb2b_linkedin_slug_search","name":"RB2B LinkedIn Slug Search","description":"Find a LinkedIn profile URL from a first name, last name, and company domain.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"RB2B API key"},"first_name":{"type":"string","required":true,"visibility":"user-or-llm","description":"The person’s first name"},"last_name":{"type":"string","required":true,"visibility":"user-or-llm","description":"The person’s last name"},"company_domain":{"type":"string","required":true,"visibility":"user-or-llm","description":"The company domain (e.g. example.com)"}}},"rb2b_linkedin_to_best_personal_email":{"id":"rb2b_linkedin_to_best_personal_email","name":"RB2B LinkedIn to Best Personal Email","description":"Return the personal email with the most recent known network activity for a LinkedIn profile.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"RB2B API key"},"linkedin_slug":{"type":"string","required":true,"visibility":"user-or-llm","description":"The LinkedIn profile slug or URL"}}},"rb2b_linkedin_to_business_profile":{"id":"rb2b_linkedin_to_business_profile","name":"RB2B LinkedIn to Business Profile","description":"Return a full business profile (name, title, company, emails and more) for a LinkedIn profile.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"RB2B API key"},"linkedin_slug":{"type":"string","required":true,"visibility":"user-or-llm","description":"The LinkedIn profile slug or URL"}}},"rb2b_linkedin_to_hashed_emails":{"id":"rb2b_linkedin_to_hashed_emails","name":"RB2B LinkedIn to Hashed Emails","description":"Return the business and personal hashed emails (MD5 and SHA-256) associated with a LinkedIn profile.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"RB2B API key"},"linkedin_slug":{"type":"string","required":true,"visibility":"user-or-llm","description":"The LinkedIn profile slug or URL"}}},"rb2b_linkedin_to_mobile_phone":{"id":"rb2b_linkedin_to_mobile_phone","name":"RB2B LinkedIn to Mobile Phone","description":"Return the mobile phone number with the most recent known network activity for a LinkedIn profile.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"RB2B API key"},"linkedin_slug":{"type":"string","required":true,"visibility":"user-or-llm","description":"The LinkedIn profile slug or URL"}}},"rb2b_linkedin_to_personal_email":{"id":"rb2b_linkedin_to_personal_email","name":"RB2B LinkedIn to Personal Email","description":"Return the personal email addresses associated with a LinkedIn profile.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"RB2B API key"},"linkedin_slug":{"type":"string","required":true,"visibility":"user-or-llm","description":"The LinkedIn profile slug or URL"}}},"rds_delete":{"id":"rds_delete","name":"RDS Delete","description":"Delete data from an Amazon RDS table using the Data API","version":"1.0","params":{"region":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"accessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"secretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"resourceArn":{"type":"string","required":true,"visibility":"user-or-llm","description":"ARN of the Aurora DB cluster (e.g., arn:aws:rds:us-east-1:123456789012:cluster:my-cluster)"},"secretArn":{"type":"string","required":true,"visibility":"user-only","description":"ARN of the Secrets Manager secret containing DB credentials"},"database":{"type":"string","required":false,"visibility":"user-or-llm","description":"Database name to connect to (e.g., mydb, production_db)"},"table":{"type":"string","required":true,"visibility":"user-or-llm","description":"Table name to delete from"},"conditions":{"type":"object","required":true,"visibility":"user-or-llm","description":"Conditions for the delete (e.g., {\\"id\\": 1})"}}},"rds_execute":{"id":"rds_execute","name":"RDS Execute","description":"Execute raw SQL on Amazon RDS using the Data API","version":"1.0","params":{"region":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"accessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"secretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"resourceArn":{"type":"string","required":true,"visibility":"user-or-llm","description":"ARN of the Aurora DB cluster (e.g., arn:aws:rds:us-east-1:123456789012:cluster:my-cluster)"},"secretArn":{"type":"string","required":true,"visibility":"user-only","description":"ARN of the Secrets Manager secret containing DB credentials"},"database":{"type":"string","required":false,"visibility":"user-or-llm","description":"Database name to connect to (e.g., mydb, production_db)"},"query":{"type":"string","required":true,"visibility":"user-or-llm","description":"Raw SQL query to execute (e.g., CREATE TABLE users (id SERIAL PRIMARY KEY, name VARCHAR(255)))"}}},"rds_insert":{"id":"rds_insert","name":"RDS Insert","description":"Insert data into an Amazon RDS table using the Data API","version":"1.0","params":{"region":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"accessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"secretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"resourceArn":{"type":"string","required":true,"visibility":"user-or-llm","description":"ARN of the Aurora DB cluster (e.g., arn:aws:rds:us-east-1:123456789012:cluster:my-cluster)"},"secretArn":{"type":"string","required":true,"visibility":"user-only","description":"ARN of the Secrets Manager secret containing DB credentials"},"database":{"type":"string","required":false,"visibility":"user-or-llm","description":"Database name to connect to (e.g., mydb, production_db)"},"table":{"type":"string","required":true,"visibility":"user-or-llm","description":"Table name to insert into"},"data":{"type":"object","required":true,"visibility":"user-or-llm","description":"Data to insert as key-value pairs"}}},"rds_introspect":{"id":"rds_introspect","name":"RDS Introspect","description":"Introspect Amazon RDS Aurora database schema to retrieve table structures, columns, and relationships","version":"1.0","params":{"region":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"accessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"secretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"resourceArn":{"type":"string","required":true,"visibility":"user-or-llm","description":"ARN of the Aurora DB cluster (e.g., arn:aws:rds:us-east-1:123456789012:cluster:my-cluster)"},"secretArn":{"type":"string","required":true,"visibility":"user-only","description":"ARN of the Secrets Manager secret containing DB credentials"},"database":{"type":"string","required":false,"visibility":"user-or-llm","description":"Database name to connect to (e.g., mydb, production_db)"},"schema":{"type":"string","required":false,"visibility":"user-or-llm","description":"Schema to introspect (default: public for PostgreSQL, database name for MySQL)"},"engine":{"type":"string","required":false,"visibility":"user-only","description":"Database engine (aurora-postgresql or aurora-mysql). Auto-detected if not provided."}}},"rds_query":{"id":"rds_query","name":"RDS Query","description":"Execute a SELECT query on Amazon RDS using the Data API","version":"1.0","params":{"region":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"accessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"secretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"resourceArn":{"type":"string","required":true,"visibility":"user-or-llm","description":"ARN of the Aurora DB cluster (e.g., arn:aws:rds:us-east-1:123456789012:cluster:my-cluster)"},"secretArn":{"type":"string","required":true,"visibility":"user-only","description":"ARN of the Secrets Manager secret containing DB credentials"},"database":{"type":"string","required":false,"visibility":"user-or-llm","description":"Database name to connect to (e.g., mydb, production_db)"},"query":{"type":"string","required":true,"visibility":"user-or-llm","description":"SQL SELECT query to execute (e.g., SELECT * FROM users WHERE status = :status)"}}},"rds_update":{"id":"rds_update","name":"RDS Update","description":"Update data in an Amazon RDS table using the Data API","version":"1.0","params":{"region":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"accessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"secretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"resourceArn":{"type":"string","required":true,"visibility":"user-or-llm","description":"ARN of the Aurora DB cluster (e.g., arn:aws:rds:us-east-1:123456789012:cluster:my-cluster)"},"secretArn":{"type":"string","required":true,"visibility":"user-only","description":"ARN of the Secrets Manager secret containing DB credentials"},"database":{"type":"string","required":false,"visibility":"user-or-llm","description":"Database name to connect to (e.g., mydb, production_db)"},"table":{"type":"string","required":true,"visibility":"user-or-llm","description":"Table name to update"},"data":{"type":"object","required":true,"visibility":"user-or-llm","description":"Data to update as key-value pairs"},"conditions":{"type":"object","required":true,"visibility":"user-or-llm","description":"Conditions for the update (e.g., {\\"id\\": 1})"}}},"reddit_delete":{"id":"reddit_delete","name":"Delete Reddit Post/Comment","description":"Delete your own Reddit post or comment","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Reddit API"},"id":{"type":"string","required":true,"visibility":"user-or-llm","description":"Thing fullname to delete (e.g., \\"t3_abc123\\" for post, \\"t1_def456\\" for comment)"}},"oauth":{"required":true,"provider":"reddit"}},"reddit_edit":{"id":"reddit_edit","name":"Edit Reddit Post/Comment","description":"Edit the text of your own Reddit post or comment","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Reddit API"},"thing_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"Thing fullname to edit (e.g., \\"t3_abc123\\" for post, \\"t1_def456\\" for comment)"},"text":{"type":"string","required":true,"visibility":"user-or-llm","description":"New text content in markdown format (e.g., \\"Updated **content** here\\")"}},"oauth":{"required":true,"provider":"reddit"}},"reddit_get_comments":{"id":"reddit_get_comments","name":"Get Reddit Comments","description":"Fetch comments from a specific Reddit post","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Reddit API"},"postId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the Reddit post to fetch comments from (e.g., \\"abc123\\")"},"subreddit":{"type":"string","required":true,"visibility":"user-or-llm","description":"The subreddit where the post is located (e.g., \\"technology\\", \\"programming\\")"},"sort":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort method for comments: \\"confidence\\", \\"top\\", \\"new\\", \\"controversial\\", \\"old\\", \\"random\\", \\"qa\\" (default: \\"confidence\\")"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of comments to return (e.g., 25). 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\\"special\\""},"sticky":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Sticky the comment to the top of the comment page (comments only)"}},"oauth":{"required":true,"provider":"reddit"}},"reddit_mod_remove":{"id":"reddit_mod_remove","name":"Remove Reddit Post/Comment (Mod)","description":"Remove a Reddit post or comment as a moderator, optionally marking it as spam","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Reddit API"},"id":{"type":"string","required":true,"visibility":"user-or-llm","description":"Thing fullname to remove (e.g., \\"t3_abc123\\" for post, \\"t1_def456\\" for comment)"},"spam":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Mark the item as spam to train the subreddit spam filter (default: false)"}},"oauth":{"required":true,"provider":"reddit"}},"reddit_mod_sticky":{"id":"reddit_mod_sticky","name":"Sticky Reddit Post 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If the report contains rejected expenses, `expenseRejectedComment` is also required. Optional fields: `expectedStepCode`, `expectedStepSequence`, `statusId` (defaults to \\"A_APPR\\")."}}},"sap_concur_associate_attendees":{"id":"sap_concur_associate_attendees","name":"SAP Concur Associate Attendees","description":"Associate attendees with an expense (POST /expensereports/v4/users/{userId}/context/{contextType}/reports/{reportId}/expenses/{expenseId}/attendees).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Concur user UUID"},"contextType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Access context: TRAVELER or PROXY"},"reportId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Expense report ID"},"expenseId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Expense ID"},"body":{"type":"json","required":true,"visibility":"user-or-llm","description":"Attendee associations payload (e.g., { \\"attendeeAssociations\\": [...] })"}}},"sap_concur_create_cash_advance":{"id":"sap_concur_create_cash_advance","name":"SAP Concur Create Cash Advance","description":"Create a cash advance (POST /cashadvance/v4.1/cashadvances).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"body":{"type":"json","required":true,"visibility":"user-or-llm","description":"Cash advance payload"}}},"sap_concur_create_expected_expense":{"id":"sap_concur_create_expected_expense","name":"SAP Concur Create Expected Expense","description":"Create an expected expense on a travel request (POST /travelrequest/v4/requests/{requestUuid}/expenses).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"requestUuid":{"type":"string","required":true,"visibility":"user-or-llm","description":"Travel request UUID"},"userId":{"type":"string","required":false,"visibility":"user-or-llm","description":"User UUID acting on the request (required when using a Company JWT, optional otherwise)"},"body":{"type":"json","required":true,"visibility":"user-or-llm","description":"Expected expense payload"}}},"sap_concur_create_expense_report":{"id":"sap_concur_create_expense_report","name":"SAP Concur Create Expense Report","description":"Create an expense report (POST /expensereports/v4/users/{userId}/context/{contextType}/reports — supported contexts: TRAVELER, PROXY). 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Optional fields: businessPurpose, comment, customData, countryCode, countrySubDivisionCode, etc."}}},"sap_concur_create_list_item":{"id":"sap_concur_create_list_item","name":"SAP Concur Create List Item","description":"Create a list item (POST /list/v4/items).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"body":{"type":"json","required":true,"visibility":"user-or-llm","description":"List item payload. Required: listId, shortCode, value. Optional: parentId or parentCode (mutually exclusive). Note: Concur rejects shortCode/value containing hyphens."}}},"sap_concur_create_purchase_request":{"id":"sap_concur_create_purchase_request","name":"SAP Concur Create Purchase Request","description":"Create a purchase request (POST /purchaserequest/v4/purchaserequests).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"body":{"type":"json","required":true,"visibility":"user-or-llm","description":"Purchase request payload"}}},"sap_concur_create_quick_expense":{"id":"sap_concur_create_quick_expense","name":"SAP Concur Create Quick Expense","description":"Create a quick expense (POST /quickexpense/v4/users/{userId}/context/TRAVELER/quickexpenses).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Concur user UUID who owns the quick expense"},"contextType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Access context: must be TRAVELER"},"body":{"type":"json","required":true,"visibility":"user-or-llm","description":"Quick expense payload (expenseTypeId, transactionAmount, transactionDate, etc.)"}}},"sap_concur_create_quick_expense_with_image":{"id":"sap_concur_create_quick_expense_with_image","name":"SAP Concur Create Quick Expense With Image","description":"Create a quick expense with an attached image (POST /quickexpense/v4/users/{userId}/context/{contextType}/quickexpenses/image).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Concur user UUID"},"contextType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Access context: must be TRAVELER"},"receipt":{"type":"json","required":true,"visibility":"user-or-llm","description":"Receipt image (UserFile). Allowed: PDF, PNG, JPEG, TIFF (max 50MB)"},"body":{"type":"json","required":true,"visibility":"user-or-llm","description":"Quick expense payload (transactionAmount, transactionDate, expenseTypeId, vendor, ...)"}}},"sap_concur_create_report_comment":{"id":"sap_concur_create_report_comment","name":"SAP Concur Create Report Comment","description":"Create a comment on a report (POST /expensereports/v4/users/{userId}/context/{contextType}/reports/{reportId}/comments).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Concur user UUID"},"contextType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Access context: TRAVELER or PROXY"},"reportId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Expense report ID"},"comment":{"type":"string","required":true,"visibility":"user-or-llm","description":"Comment text to add"}}},"sap_concur_create_travel_request":{"id":"sap_concur_create_travel_request","name":"SAP Concur Create Travel Request","description":"Create a travel request (POST /travelrequest/v4/requests).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"userId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Optional Concur user UUID — required when impersonating another user"},"body":{"type":"json","required":true,"visibility":"user-or-llm","description":"Travel request payload (name, purpose, startDate, endDate, requestPolicyId, etc.)"}}},"sap_concur_create_user":{"id":"sap_concur_create_user","name":"SAP Concur Create User","description":"Create a new user identity (POST /profile/identity/v4.1/Users).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"body":{"type":"json","required":true,"visibility":"user-or-llm","description":"SCIM User payload (schemas, userName, name, emails, active, etc.)"}}},"sap_concur_delete_expected_expense":{"id":"sap_concur_delete_expected_expense","name":"SAP Concur Delete Expected Expense","description":"Delete an expected expense (DELETE /travelrequest/v4/expenses/{expenseUuid}).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"expenseUuid":{"type":"string","required":true,"visibility":"user-or-llm","description":"Expected expense UUID to delete"},"userId":{"type":"string","required":false,"visibility":"user-or-llm","description":"User UUID acting on the request (required when using a Company JWT, optional otherwise)"}}},"sap_concur_delete_expense":{"id":"sap_concur_delete_expense","name":"SAP Concur Delete Expense","description":"Delete an expense (DELETE /expensereports/v4/reports/{reportId}/expenses/{expenseId}).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"reportId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Expense report ID"},"expenseId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Expense ID to delete"}}},"sap_concur_delete_expense_report":{"id":"sap_concur_delete_expense_report","name":"SAP Concur Delete Expense Report","description":"Delete an expense report (DELETE /expensereports/v4/reports/{reportId}).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"reportId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Expense report ID to delete"}}},"sap_concur_delete_list_item":{"id":"sap_concur_delete_list_item","name":"SAP Concur Delete List Item","description":"Delete a list item (DELETE /list/v4/items/{itemId}).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"itemId":{"type":"string","required":true,"visibility":"user-or-llm","description":"List item UUID"}}},"sap_concur_delete_travel_request":{"id":"sap_concur_delete_travel_request","name":"SAP Concur Delete Travel Request","description":"Delete a travel request (DELETE /travelrequest/v4/requests/{requestUuid}).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"requestUuid":{"type":"string","required":true,"visibility":"user-or-llm","description":"Travel request UUID to delete"},"userId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Optional Concur user UUID — required when impersonating another user"}}},"sap_concur_delete_user":{"id":"sap_concur_delete_user","name":"SAP Concur Delete User","description":"Delete a user identity (DELETE /profile/identity/v4.1/Users/{id}).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"userUuid":{"type":"string","required":true,"visibility":"user-or-llm","description":"User UUID to delete"}}},"sap_concur_get_allocation":{"id":"sap_concur_get_allocation","name":"SAP Concur Get Allocation","description":"Get a single allocation (GET /expensereports/v4/users/{userId}/context/{contextType}/reports/{reportId}/allocations/{allocationId}).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Concur user UUID"},"contextType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Access context: TRAVELER or PROXY"},"reportId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Expense report ID"},"allocationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Allocation ID"}}},"sap_concur_get_budget":{"id":"sap_concur_get_budget","name":"SAP Concur Get Budget","description":"Get a budget item header by ID (GET /budget/v4/budgetItemHeader/{id}).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"budgetId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Budget item header ID (syncguid)"}}},"sap_concur_get_cash_advance":{"id":"sap_concur_get_cash_advance","name":"SAP Concur Get Cash Advance","description":"Get a cash advance (GET /cashadvance/v4.1/cashadvances/{cashAdvanceId}).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password 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password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"expenseUuid":{"type":"string","required":true,"visibility":"user-or-llm","description":"Expected expense UUID"},"userId":{"type":"string","required":false,"visibility":"user-or-llm","description":"User UUID acting on the request (optional)"}}},"sap_concur_get_expense":{"id":"sap_concur_get_expense","name":"SAP Concur Get Expense","description":"Get a single expense (GET /expensereports/v4/users/{userId}/context/{contextType}/reports/{reportId}/expenses/{expenseId}).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Concur user UUID"},"contextType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Access context: TRAVELER, MANAGER, or PROXY"},"reportId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Expense report ID"},"expenseId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Expense ID"}}},"sap_concur_get_expense_report":{"id":"sap_concur_get_expense_report","name":"SAP Concur Get Expense Report","description":"Retrieve a single expense report header by id via Expense Report v4 (/expensereports/v4/users/{userId}/context/{contextType}/reports/{reportId}).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Concur user UUID who owns the report"},"contextType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Access context: TRAVELER (own report), MANAGER (report under approval), PROCESSOR, or PROXY"},"reportId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Expense report ID"}}},"sap_concur_get_itemizations":{"id":"sap_concur_get_itemizations","name":"SAP Concur Get Expense Itemizations","description":"Get expense itemizations (GET /expensereports/v4/users/{userId}/context/{contextType}/reports/{reportId}/expenses/{expenseId}/itemizations).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Concur user UUID"},"contextType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Access context: TRAVELER, MANAGER, or PROXY"},"reportId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Expense report ID"},"expenseId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Expense ID"}}},"sap_concur_get_itinerary":{"id":"sap_concur_get_itinerary","name":"SAP Concur Get Trip","description":"Get a single trip/itinerary (GET 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us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Concur user UUID"},"contextType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Access context: TRAVELER 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us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"requestUuid":{"type":"string","required":true,"visibility":"user-or-llm","description":"Travel request UUID"}}},"sap_concur_list_travel_requests":{"id":"sap_concur_list_travel_requests","name":"SAP Concur List Travel 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Required body field: comment.","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"reportId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Expense report ID to send back"},"body":{"type":"json","required":true,"visibility":"user-or-llm","description":"Request body — `comment` is required by Concur (e.g., { \\"comment\\": \\"Missing receipt\\" }). Optional fields: `expectedStepCode`, `expectedStepSequence`."}}},"sap_concur_submit_expense_report":{"id":"sap_concur_submit_expense_report","name":"SAP Concur Submit Expense Report","description":"Submit an expense report into the workflow via Expense Report v4 (PATCH /expensereports/v4/users/{userId}/reports/{reportId}/submit).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Concur user UUID who owns the report"},"reportId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Expense report ID to submit"},"body":{"type":"json","required":false,"visibility":"user-or-llm","description":"Optional body. Concur docs don\'t define a payload for this action; pass an empty object if uncertain."}}},"sap_concur_update_allocation":{"id":"sap_concur_update_allocation","name":"SAP Concur Update Allocation","description":"Update an allocation (PATCH /expensereports/v4/users/{userId}/context/{contextType}/reports/{reportId}/allocations/{allocationId}).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Concur user UUID"},"contextType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Access context: TRAVELER or PROXY (write requires expense.report.readwrite)"},"reportId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Expense report ID"},"allocationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Allocation ID to update"},"body":{"type":"json","required":true,"visibility":"user-or-llm","description":"Fields to update on the allocation"}}},"sap_concur_update_expected_expense":{"id":"sap_concur_update_expected_expense","name":"SAP Concur Update Expected Expense","description":"Update an expected expense (PUT /travelrequest/v4/expenses/{expenseUuid}).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"expenseUuid":{"type":"string","required":true,"visibility":"user-or-llm","description":"Expected expense UUID to update"},"userId":{"type":"string","required":false,"visibility":"user-or-llm","description":"User UUID acting on the request (required when using a Company JWT, optional otherwise)"},"body":{"type":"json","required":true,"visibility":"user-or-llm","description":"Fields to update on the expected expense"}}},"sap_concur_update_expense":{"id":"sap_concur_update_expense","name":"SAP Concur Update Expense","description":"Update an expense (PATCH /expensereports/v4/reports/{reportId}/expenses/{expenseId}).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"reportId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Expense report ID"},"expenseId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Expense ID to update"},"body":{"type":"json","required":true,"visibility":"user-or-llm","description":"PATCH body. Allowed fields: businessPurpose (string, max 64), customData (CustomData[]), expenseSource (required: EA|MOB|OTHER|SE|TA|TR|UI), isExpenseRejected (boolean), isPaperReceiptReceived (boolean)."}}},"sap_concur_update_expense_report":{"id":"sap_concur_update_expense_report","name":"SAP Concur Update Expense Report","description":"Update an unsubmitted expense report (PATCH /expensereports/v4/users/{userId}/context/{contextType}/reports/{reportId} — supported contexts: TRAVELER, PROXY). Body fields: businessPurpose, comment, customData, name, etc.","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Concur user UUID who owns the report"},"contextType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Access context: TRAVELER (own report) or PROXY (editing on behalf of another user)"},"reportId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Expense report ID to update"},"body":{"type":"json","required":true,"visibility":"user-or-llm","description":"Fields to update on the report"}}},"sap_concur_update_list_item":{"id":"sap_concur_update_list_item","name":"SAP Concur Update List Item","description":"Update a list item (PUT /list/v4/items/{itemId}).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"itemId":{"type":"string","required":true,"visibility":"user-or-llm","description":"List item UUID"},"body":{"type":"json","required":true,"visibility":"user-or-llm","description":"List item payload. Required: shortCode, value. Other fields in the body are ignored."}}},"sap_concur_update_travel_request":{"id":"sap_concur_update_travel_request","name":"SAP Concur Update Travel Request","description":"Update a travel request (PUT /travelrequest/v4/requests/{requestUuid}).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"requestUuid":{"type":"string","required":true,"visibility":"user-or-llm","description":"Travel request UUID to update"},"body":{"type":"json","required":true,"visibility":"user-or-llm","description":"Fields to update on the travel request"}}},"sap_concur_update_user":{"id":"sap_concur_update_user","name":"SAP Concur Update User","description":"Patch a user identity (PATCH /profile/identity/v4.1/Users/{id}).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"userUuid":{"type":"string","required":true,"visibility":"user-or-llm","description":"User UUID to update"},"body":{"type":"json","required":true,"visibility":"user-or-llm","description":"SCIM PATCH operations payload ({ schemas, Operations: [...] })"}}},"sap_concur_upload_exchange_rates":{"id":"sap_concur_upload_exchange_rates","name":"SAP Concur Upload Exchange Rates","description":"Bulk upload up to 100 custom exchange rates (POST /exchangerate/v4/rates). Body contains a currency_sets array, each with from_crn_code, to_crn_code, start_date (YYYY-MM-DD), and rate.","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"body":{"type":"json","required":true,"visibility":"user-or-llm","description":"Bulk upload body: { currency_sets: [{ from_crn_code, to_crn_code, start_date: \\"YYYY-MM-DD\\", rate }] } (max 100 entries)"}}},"sap_concur_upload_receipt_image":{"id":"sap_concur_upload_receipt_image","name":"SAP Concur Upload Receipt Image","description":"Upload an image-only receipt (POST /receipts/v4/users/{userId}/image-only-receipts).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Concur user UUID who owns the receipt"},"receipt":{"type":"json","required":true,"visibility":"user-or-llm","description":"Receipt image file (UserFile reference). Supported formats: PDF, PNG, JPEG, GIF, TIFF"},"forwardId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Optional client-supplied dedup id (max 40 chars). Sent as the concur-forwardid header."}}},"sap_s4hana_create_business_partner":{"id":"sap_s4hana_create_business_partner","name":"SAP S/4HANA Create Business Partner","description":"Create a business partner in SAP S/4HANA Cloud (API_BUSINESS_PARTNER, A_BusinessPartner). For Person category 1 provide FirstName and LastName. For Organization category 2 provide OrganizationBPName1.","version":"1.0.0","params":{"subdomain":{"type":"string","required":false,"visibility":"user-only","description":"SAP BTP subaccount subdomain (technical name of your subaccount, not the S/4HANA host)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"BTP region (e.g. eu10, us10)"},"clientId":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client ID from the S/4HANA Communication Arrangement"},"clientSecret":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client secret from the S/4HANA Communication Arrangement"},"deploymentType":{"type":"string","required":false,"visibility":"user-only","description":"Deployment type: cloud_public (default), cloud_private, or on_premise"},"authType":{"type":"string","required":false,"visibility":"user-only","description":"Authentication type: oauth_client_credentials (default) or basic"},"baseUrl":{"type":"string","required":false,"visibility":"user-only","description":"Base URL of the S/4HANA host (Cloud Private / On-Premise)"},"tokenUrl":{"type":"string","required":false,"visibility":"user-only","description":"OAuth token URL (Cloud Private / On-Premise + OAuth)"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username for HTTP Basic auth"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password for HTTP Basic auth"},"businessPartnerCategory":{"type":"string","required":true,"visibility":"user-or-llm","description":"BusinessPartnerCategory: \\"1\\" Person, \\"2\\" Organization, \\"3\\" Group"},"businessPartnerGrouping":{"type":"string","required":true,"visibility":"user-or-llm","description":"BusinessPartnerGrouping (number range / role grouping configured in S/4HANA, e.g. \\"0001\\")"},"firstName":{"type":"string","required":false,"visibility":"user-or-llm","description":"FirstName (required for Person)"},"lastName":{"type":"string","required":false,"visibility":"user-or-llm","description":"LastName (required for Person)"},"organizationBPName1":{"type":"string","required":false,"visibility":"user-or-llm","description":"OrganizationBPName1 (required for Organization)"},"body":{"type":"json","required":false,"visibility":"user-or-llm","description":"Optional additional A_BusinessPartner fields merged into the create payload"}}},"sap_s4hana_create_purchase_order":{"id":"sap_s4hana_create_purchase_order","name":"SAP S/4HANA Create Purchase Order","description":"Create a purchase order in SAP S/4HANA Cloud (API_PURCHASEORDER_PROCESS_SRV, A_PurchaseOrder). PurchaseOrder is auto-assigned by SAP from the document number range; provide line items via the body parameter.","version":"1.0.0","params":{"subdomain":{"type":"string","required":false,"visibility":"user-only","description":"SAP BTP subaccount subdomain (technical name of your subaccount, not the S/4HANA host)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"BTP region (e.g. eu10, us10)"},"clientId":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client ID from the S/4HANA Communication Arrangement"},"clientSecret":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client secret from the S/4HANA Communication Arrangement"},"deploymentType":{"type":"string","required":false,"visibility":"user-only","description":"Deployment type: cloud_public (default), cloud_private, or on_premise"},"authType":{"type":"string","required":false,"visibility":"user-only","description":"Authentication type: oauth_client_credentials (default) or basic"},"baseUrl":{"type":"string","required":false,"visibility":"user-only","description":"Base URL of the S/4HANA host (Cloud Private / On-Premise)"},"tokenUrl":{"type":"string","required":false,"visibility":"user-only","description":"OAuth token URL (Cloud Private / On-Premise + OAuth)"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username for HTTP Basic auth"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password for HTTP Basic auth"},"purchaseOrderType":{"type":"string","required":true,"visibility":"user-or-llm","description":"PurchaseOrderType (e.g., \\"NB\\" Standard PO)"},"companyCode":{"type":"string","required":true,"visibility":"user-or-llm","description":"CompanyCode (4 chars, e.g., \\"1010\\")"},"purchasingOrganization":{"type":"string","required":true,"visibility":"user-or-llm","description":"PurchasingOrganization (4 chars)"},"purchasingGroup":{"type":"string","required":true,"visibility":"user-or-llm","description":"PurchasingGroup (3 chars)"},"supplier":{"type":"string","required":true,"visibility":"user-or-llm","description":"Supplier business partner key (up to 10 chars)"},"body":{"type":"json","required":true,"visibility":"user-or-llm","description":"A_PurchaseOrder body containing to_PurchaseOrderItem deep-insert items (required by SAP) plus any additional header fields, e.g., {\\"to_PurchaseOrderItem\\":[{\\"PurchaseOrderItem\\":\\"10\\",\\"Material\\":\\"TG11\\",\\"OrderQuantity\\":\\"5\\",\\"Plant\\":\\"1010\\",\\"PurchaseOrderQuantityUnit\\":\\"PC\\",\\"NetPriceAmount\\":\\"100.00\\",\\"DocumentCurrency\\":\\"USD\\"}]}."}}},"sap_s4hana_create_purchase_requisition":{"id":"sap_s4hana_create_purchase_requisition","name":"SAP S/4HANA Create Purchase Requisition","description":"Create a purchase requisition in SAP S/4HANA Cloud (API_PURCHASEREQ_PROCESS_SRV, A_PurchaseRequisitionHeader). PurchaseRequisition is auto-assigned by SAP from the document number range; provide line items via the to_PurchaseReqnItem deep-insert array. Note: API_PURCHASEREQ_PROCESS_SRV is deprecated since S/4HANA Cloud Public Edition 2402; the successor is API_PURCHASEREQUISITION_2 (OData v4). This tool still works against tenants where the legacy service is enabled.","version":"1.0.0","params":{"subdomain":{"type":"string","required":false,"visibility":"user-only","description":"SAP BTP subaccount subdomain (technical name of your subaccount, not the S/4HANA host)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"BTP region (e.g. eu10, us10)"},"clientId":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client ID from the S/4HANA Communication Arrangement"},"clientSecret":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client secret from the S/4HANA Communication Arrangement"},"deploymentType":{"type":"string","required":false,"visibility":"user-only","description":"Deployment type: cloud_public (default), cloud_private, or on_premise"},"authType":{"type":"string","required":false,"visibility":"user-only","description":"Authentication type: oauth_client_credentials (default) or basic"},"baseUrl":{"type":"string","required":false,"visibility":"user-only","description":"Base URL of the S/4HANA host (Cloud Private / On-Premise)"},"tokenUrl":{"type":"string","required":false,"visibility":"user-only","description":"OAuth token URL (Cloud Private / On-Premise + OAuth)"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username for HTTP Basic auth"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password for HTTP Basic auth"},"purchaseRequisitionType":{"type":"string","required":true,"visibility":"user-or-llm","description":"PurchaseRequisitionType (e.g., \\"NB\\" Standard PR)"},"items":{"type":"json","required":true,"visibility":"user-or-llm","description":"to_PurchaseReqnItem deep-insert array (e.g., [{\\"PurchaseRequisitionItem\\":\\"10\\",\\"Material\\":\\"TG11\\",\\"RequestedQuantity\\":\\"5\\",\\"Plant\\":\\"1010\\",\\"BaseUnit\\":\\"PC\\",\\"DeliveryDate\\":\\"/Date(1735689600000)/\\"}])"},"body":{"type":"json","required":false,"visibility":"user-or-llm","description":"Additional A_PurchaseRequisitionHeader fields merged into the create payload (e.g., {\\"PurReqnDescription\\":\\"Office supplies\\"})"}}},"sap_s4hana_create_sales_order":{"id":"sap_s4hana_create_sales_order","name":"SAP S/4HANA Create Sales Order","description":"Create a sales order in SAP S/4HANA Cloud (API_SALES_ORDER_SRV, A_SalesOrder) with deep insert of sales order items via to_Item.","version":"1.0.0","params":{"subdomain":{"type":"string","required":false,"visibility":"user-only","description":"SAP BTP subaccount subdomain (technical name of your subaccount, not the S/4HANA host)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"BTP region (e.g. eu10, us10)"},"clientId":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client ID from the S/4HANA Communication Arrangement"},"clientSecret":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client secret from the S/4HANA Communication Arrangement"},"deploymentType":{"type":"string","required":false,"visibility":"user-only","description":"Deployment type: cloud_public (default), cloud_private, or on_premise"},"authType":{"type":"string","required":false,"visibility":"user-only","description":"Authentication type: oauth_client_credentials (default) or basic"},"baseUrl":{"type":"string","required":false,"visibility":"user-only","description":"Base URL of the S/4HANA host (Cloud Private / On-Premise)"},"tokenUrl":{"type":"string","required":false,"visibility":"user-only","description":"OAuth token URL (Cloud Private / On-Premise + OAuth)"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username for HTTP Basic auth"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password for HTTP Basic auth"},"salesOrderType":{"type":"string","required":true,"visibility":"user-or-llm","description":"SalesOrderType (e.g., \\"OR\\" Standard Order)"},"salesOrganization":{"type":"string","required":true,"visibility":"user-or-llm","description":"SalesOrganization (4 chars, e.g., \\"1010\\")"},"distributionChannel":{"type":"string","required":true,"visibility":"user-or-llm","description":"DistributionChannel (2 chars, e.g., \\"10\\")"},"organizationDivision":{"type":"string","required":true,"visibility":"user-or-llm","description":"OrganizationDivision (2 chars, e.g., \\"00\\")"},"soldToParty":{"type":"string","required":true,"visibility":"user-or-llm","description":"SoldToParty business partner key (up to 10 chars)"},"items":{"type":"json","required":true,"visibility":"user-or-llm","description":"Array of sales order items for to_Item deep insert. Each item should include Material and RequestedQuantity (e.g., [{\\"Material\\":\\"TG11\\",\\"RequestedQuantity\\":\\"1\\"}])."},"body":{"type":"json","required":false,"visibility":"user-or-llm","description":"Optional additional A_SalesOrder fields merged into the create payload"}}},"sap_s4hana_delete_sales_order":{"id":"sap_s4hana_delete_sales_order","name":"SAP S/4HANA Delete Sales Order","description":"Delete an A_SalesOrder entity in SAP S/4HANA Cloud (API_SALES_ORDER_SRV). Only orders without subsequent documents (deliveries, invoices) can be deleted; otherwise reject items via update instead.","version":"1.0.0","params":{"subdomain":{"type":"string","required":false,"visibility":"user-only","description":"SAP BTP subaccount subdomain (technical name of your subaccount, not the S/4HANA host)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"BTP region (e.g. eu10, us10)"},"clientId":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client ID from the S/4HANA Communication Arrangement"},"clientSecret":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client secret from the S/4HANA Communication Arrangement"},"deploymentType":{"type":"string","required":false,"visibility":"user-only","description":"Deployment type: cloud_public (default), cloud_private, or on_premise"},"authType":{"type":"string","required":false,"visibility":"user-only","description":"Authentication type: oauth_client_credentials (default) or basic"},"baseUrl":{"type":"string","required":false,"visibility":"user-only","description":"Base URL of the S/4HANA host (Cloud Private / On-Premise)"},"tokenUrl":{"type":"string","required":false,"visibility":"user-only","description":"OAuth token URL (Cloud Private / On-Premise + OAuth)"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username for HTTP Basic auth"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password for HTTP Basic auth"},"salesOrder":{"type":"string","required":true,"visibility":"user-or-llm","description":"SalesOrder key to delete (string, up to 10 characters)"},"ifMatch":{"type":"string","required":false,"visibility":"user-or-llm","description":"If-Match ETag for optimistic concurrency. 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A_InbDeliveryHeader).","version":"1.0.0","params":{"subdomain":{"type":"string","required":false,"visibility":"user-only","description":"SAP BTP subaccount subdomain (technical name of your subaccount, not the S/4HANA host)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"BTP region (e.g. eu10, us10)"},"clientId":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client ID from the S/4HANA Communication Arrangement"},"clientSecret":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client secret from the S/4HANA Communication Arrangement"},"deploymentType":{"type":"string","required":false,"visibility":"user-only","description":"Deployment type: cloud_public (default), cloud_private, or on_premise"},"authType":{"type":"string","required":false,"visibility":"user-only","description":"Authentication type: oauth_client_credentials (default) or 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\\"to_DeliveryDocumentItem\\")"}}},"sap_s4hana_get_material_document":{"id":"sap_s4hana_get_material_document","name":"SAP S/4HANA Get Material Document","description":"Retrieve a single material document header by composite key (MaterialDocument + MaterialDocumentYear) from SAP S/4HANA Cloud (API_MATERIAL_DOCUMENT_SRV, A_MaterialDocumentHeader).","version":"1.0.0","params":{"subdomain":{"type":"string","required":false,"visibility":"user-only","description":"SAP BTP subaccount subdomain (technical name of your subaccount, not the S/4HANA host)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"BTP region (e.g. eu10, us10)"},"clientId":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client ID from the S/4HANA Communication Arrangement"},"clientSecret":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client secret from the S/4HANA Communication 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\\"2024\\")"},"materialDocument":{"type":"string","required":true,"visibility":"user-or-llm","description":"MaterialDocument key (string, up to 10 characters)"},"select":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated fields to return ($select)"},"expand":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated navigation properties to expand (e.g., \\"to_MaterialDocumentItem\\")"}}},"sap_s4hana_get_outbound_delivery":{"id":"sap_s4hana_get_outbound_delivery","name":"SAP S/4HANA Get Outbound Delivery","description":"Retrieve a single outbound delivery by DeliveryDocument key from SAP S/4HANA Cloud (API_OUTBOUND_DELIVERY_SRV;v=0002, A_OutbDeliveryHeader).","version":"1.0.0","params":{"subdomain":{"type":"string","required":false,"visibility":"user-only","description":"SAP BTP subaccount subdomain (technical name of your subaccount, not the S/4HANA 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On-Premise + OAuth)"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username for HTTP Basic auth"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password for HTTP Basic auth"},"deliveryDocument":{"type":"string","required":true,"visibility":"user-or-llm","description":"DeliveryDocument key (string, up to 10 characters)"},"select":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated fields to return ($select)"},"expand":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated navigation properties to expand (e.g., \\"to_DeliveryDocumentItem\\")"}}},"sap_s4hana_get_product":{"id":"sap_s4hana_get_product","name":"SAP S/4HANA Get Product","description":"Retrieve a single product (material) by Product key from SAP S/4HANA Cloud (API_PRODUCT_SRV, A_Product).","version":"1.0.0","params":{"subdomain":{"type":"string","required":false,"visibility":"user-only","description":"SAP BTP subaccount subdomain (technical name of your subaccount, not the S/4HANA host)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"BTP region (e.g. eu10, us10)"},"clientId":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client ID from the S/4HANA Communication Arrangement"},"clientSecret":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client secret from the S/4HANA Communication Arrangement"},"deploymentType":{"type":"string","required":false,"visibility":"user-only","description":"Deployment type: cloud_public (default), cloud_private, or on_premise"},"authType":{"type":"string","required":false,"visibility":"user-only","description":"Authentication type: oauth_client_credentials (default) or 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\\"to_Description\\")"}}},"sap_s4hana_get_purchase_order":{"id":"sap_s4hana_get_purchase_order","name":"SAP S/4HANA Get Purchase Order","description":"Retrieve a single purchase order by PurchaseOrder key from SAP S/4HANA Cloud (API_PURCHASEORDER_PROCESS_SRV, A_PurchaseOrder).","version":"1.0.0","params":{"subdomain":{"type":"string","required":false,"visibility":"user-only","description":"SAP BTP subaccount subdomain (technical name of your subaccount, not the S/4HANA host)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"BTP region (e.g. eu10, us10)"},"clientId":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client ID from the S/4HANA Communication Arrangement"},"clientSecret":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client secret from the S/4HANA Communication Arrangement"},"deploymentType":{"type":"string","required":false,"visibility":"user-only","description":"Deployment 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Note: API_PURCHASEREQ_PROCESS_SRV is deprecated since S/4HANA Cloud Public Edition 2402; the successor is API_PURCHASEREQUISITION_2 (OData v4). 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for HTTP Basic auth"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password for HTTP Basic auth"},"supplierInvoice":{"type":"string","required":true,"visibility":"user-or-llm","description":"SupplierInvoice key (string, up to 10 characters)"},"fiscalYear":{"type":"string","required":true,"visibility":"user-or-llm","description":"FiscalYear (4-character year, e.g., \\"2024\\")"},"select":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated fields to return ($select)"},"expand":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated navigation properties to expand ($expand)"}}},"sap_s4hana_list_billing_documents":{"id":"sap_s4hana_list_billing_documents","name":"SAP S/4HANA List Billing Documents","description":"List billing documents (customer invoices) from SAP S/4HANA Cloud (API_BILLING_DOCUMENT_SRV, A_BillingDocument) with optional OData $filter, $top, $skip, $orderby, 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\'Z001\'\\")"},"top":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum results to return ($top)"},"skip":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to skip ($skip)"},"orderBy":{"type":"string","required":false,"visibility":"user-or-llm","description":"OData $orderby expression"},"select":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated fields to return ($select)"},"expand":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated navigation properties to expand (e.g., \\"to_CustomerCompany,to_CustomerSalesArea\\")"}}},"sap_s4hana_list_inbound_deliveries":{"id":"sap_s4hana_list_inbound_deliveries","name":"SAP S/4HANA List Inbound Deliveries","description":"List inbound deliveries from SAP S/4HANA Cloud (API_INBOUND_DELIVERY_SRV;v=0002, A_InbDeliveryHeader) with optional OData $filter, $top, $skip, $orderby, $select, 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($select)"},"expand":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated navigation properties to expand (e.g., \\"to_MaterialDocumentItem\\")"}}},"sap_s4hana_list_material_stock":{"id":"sap_s4hana_list_material_stock","name":"SAP S/4HANA List Material Stock","description":"List material stock quantities from SAP S/4HANA Cloud (API_MATERIAL_STOCK_SRV, A_MatlStkInAcctMod). The entity uses an 11-field composite key (Material, Plant, StorageLocation, Batch, Supplier, Customer, WBSElementInternalID, SDDocument, SDDocumentItem, InventorySpecialStockType, InventoryStockType) — query with $filter on these fields instead of a direct key lookup.","version":"1.0.0","params":{"subdomain":{"type":"string","required":false,"visibility":"user-only","description":"SAP BTP subaccount subdomain (technical name of your subaccount, not the S/4HANA host)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"BTP region (e.g. eu10, us10)"},"clientId":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client ID from the S/4HANA Communication Arrangement"},"clientSecret":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client secret from the S/4HANA Communication Arrangement"},"deploymentType":{"type":"string","required":false,"visibility":"user-only","description":"Deployment type: 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($skip)"},"orderBy":{"type":"string","required":false,"visibility":"user-or-llm","description":"OData $orderby expression"},"select":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated fields to return ($select)"},"expand":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated navigation properties to expand (e.g., \\"to_DeliveryDocumentItem\\")"}}},"sap_s4hana_list_products":{"id":"sap_s4hana_list_products","name":"SAP S/4HANA List Products","description":"List products (materials) from SAP S/4HANA Cloud (API_PRODUCT_SRV, A_Product) with optional OData $filter, $top, $skip, $orderby, $select, $expand.","version":"1.0.0","params":{"subdomain":{"type":"string","required":false,"visibility":"user-only","description":"SAP BTP subaccount subdomain (technical name of your subaccount, not the S/4HANA host)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"BTP region (e.g. eu10, us10)"},"clientId":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client ID from the S/4HANA Communication Arrangement"},"clientSecret":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client secret from the S/4HANA Communication Arrangement"},"deploymentType":{"type":"string","required":false,"visibility":"user-only","description":"Deployment type: cloud_public (default), cloud_private, or on_premise"},"authType":{"type":"string","required":false,"visibility":"user-only","description":"Authentication type: oauth_client_credentials (default) or basic"},"baseUrl":{"type":"string","required":false,"visibility":"user-only","description":"Base URL of the S/4HANA host (Cloud Private / On-Premise)"},"tokenUrl":{"type":"string","required":false,"visibility":"user-only","description":"OAuth token URL (Cloud Private / On-Premise + OAuth)"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username for HTTP Basic auth"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password for HTTP Basic auth"},"filter":{"type":"string","required":false,"visibility":"user-or-llm","description":"OData $filter expression (e.g., \\"ProductType eq \'FERT\'\\")"},"top":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum results to return ($top)"},"skip":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to skip ($skip)"},"orderBy":{"type":"string","required":false,"visibility":"user-or-llm","description":"OData $orderby expression"},"select":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated fields to return ($select)"},"expand":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated navigation properties to expand ($expand)"}}},"sap_s4hana_list_purchase_orders":{"id":"sap_s4hana_list_purchase_orders","name":"SAP 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on_premise"},"authType":{"type":"string","required":false,"visibility":"user-only","description":"Authentication type: oauth_client_credentials (default) or basic"},"baseUrl":{"type":"string","required":false,"visibility":"user-only","description":"Base URL of the S/4HANA host (Cloud Private / On-Premise)"},"tokenUrl":{"type":"string","required":false,"visibility":"user-only","description":"OAuth token URL (Cloud Private / On-Premise + OAuth)"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username for HTTP Basic auth"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password for HTTP Basic auth"},"filter":{"type":"string","required":false,"visibility":"user-or-llm","description":"OData $filter expression (e.g., \\"CompanyCode eq \'1010\'\\")"},"top":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum results to return ($top)"},"skip":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to skip ($skip)"},"orderBy":{"type":"string","required":false,"visibility":"user-or-llm","description":"OData $orderby expression"},"select":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated fields to return ($select)"},"expand":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated navigation properties to expand (e.g., \\"to_PurchaseOrderItem\\")"}}},"sap_s4hana_list_purchase_requisitions":{"id":"sap_s4hana_list_purchase_requisitions","name":"SAP S/4HANA List Purchase Requisitions","description":"List purchase requisitions from SAP S/4HANA Cloud (API_PURCHASEREQ_PROCESS_SRV, A_PurchaseRequisitionHeader) with optional OData $filter, $top, $skip, $orderby, $select, $expand. Note: API_PURCHASEREQ_PROCESS_SRV is deprecated since S/4HANA Cloud Public Edition 2402; the successor is API_PURCHASEREQUISITION_2 (OData v4). This tool still works against tenants where the legacy service is enabled.","version":"1.0.0","params":{"subdomain":{"type":"string","required":false,"visibility":"user-only","description":"SAP BTP subaccount subdomain (technical name of your subaccount, not the S/4HANA host)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"BTP region (e.g. eu10, us10)"},"clientId":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client ID from the S/4HANA Communication Arrangement"},"clientSecret":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client secret from the S/4HANA Communication Arrangement"},"deploymentType":{"type":"string","required":false,"visibility":"user-only","description":"Deployment type: cloud_public (default), cloud_private, or on_premise"},"authType":{"type":"string","required":false,"visibility":"user-only","description":"Authentication type: oauth_client_credentials (default) or 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($skip)"},"orderBy":{"type":"string","required":false,"visibility":"user-or-llm","description":"OData $orderby expression"},"select":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated fields to return ($select)"},"expand":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated navigation properties to expand (e.g., \\"to_PurchaseReqnItem\\")"}}},"sap_s4hana_list_sales_orders":{"id":"sap_s4hana_list_sales_orders","name":"SAP S/4HANA List Sales Orders","description":"List sales orders from SAP S/4HANA Cloud (API_SALES_ORDER_SRV, A_SalesOrder) with optional OData $filter, $top, $skip, $orderby, $select, $expand.","version":"1.0.0","params":{"subdomain":{"type":"string","required":false,"visibility":"user-only","description":"SAP BTP subaccount subdomain (technical name of your subaccount, not the S/4HANA host)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"BTP region (e.g. 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OAuth)"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username for HTTP Basic auth"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password for HTTP Basic auth"},"filter":{"type":"string","required":false,"visibility":"user-or-llm","description":"OData $filter expression (e.g., \\"SalesOrganization eq \'1010\'\\")"},"top":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum results to return ($top)"},"skip":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to skip ($skip)"},"orderBy":{"type":"string","required":false,"visibility":"user-or-llm","description":"OData $orderby expression"},"select":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated fields to return ($select)"},"expand":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated navigation properties to expand (e.g., \\"to_Item,to_Partner\\")"}}},"sap_s4hana_list_supplier_invoices":{"id":"sap_s4hana_list_supplier_invoices","name":"SAP S/4HANA List Supplier Invoices","description":"List supplier invoices from SAP S/4HANA Cloud (API_SUPPLIERINVOICE_PROCESS_SRV, A_SupplierInvoice) with optional OData $filter, $top, $skip, $orderby, $select, $expand.","version":"1.0.0","params":{"subdomain":{"type":"string","required":false,"visibility":"user-only","description":"SAP BTP subaccount subdomain (technical name of your subaccount, not the S/4HANA host)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"BTP region (e.g. eu10, us10)"},"clientId":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client ID from the S/4HANA Communication Arrangement"},"clientSecret":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client secret from the S/4HANA Communication Arrangement"},"deploymentType":{"type":"string","required":false,"visibility":"user-only","description":"Deployment type: cloud_public (default), cloud_private, or on_premise"},"authType":{"type":"string","required":false,"visibility":"user-only","description":"Authentication type: oauth_client_credentials (default) or basic"},"baseUrl":{"type":"string","required":false,"visibility":"user-only","description":"Base URL of the S/4HANA host (Cloud Private / On-Premise)"},"tokenUrl":{"type":"string","required":false,"visibility":"user-only","description":"OAuth token URL (Cloud Private / On-Premise + OAuth)"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username for HTTP Basic auth"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password for HTTP Basic auth"},"filter":{"type":"string","required":false,"visibility":"user-or-llm","description":"OData $filter expression (e.g., \\"InvoicingParty eq \'17300001\'\\")"},"top":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum results to return ($top)"},"skip":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to skip ($skip)"},"orderBy":{"type":"string","required":false,"visibility":"user-or-llm","description":"OData $orderby expression"},"select":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated fields to return ($select)"},"expand":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated navigation properties to expand ($expand)"}}},"sap_s4hana_list_suppliers":{"id":"sap_s4hana_list_suppliers","name":"SAP S/4HANA List Suppliers","description":"List suppliers from SAP S/4HANA Cloud (API_BUSINESS_PARTNER, A_Supplier) with optional OData $filter, $top, $skip, $orderby, $select, $expand.","version":"1.0.0","params":{"subdomain":{"type":"string","required":false,"visibility":"user-only","description":"SAP BTP subaccount subdomain (technical name of your subaccount, not the S/4HANA host)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"BTP region (e.g. eu10, us10)"},"clientId":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client ID from the S/4HANA Communication Arrangement"},"clientSecret":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client secret from the S/4HANA Communication Arrangement"},"deploymentType":{"type":"string","required":false,"visibility":"user-only","description":"Deployment type: cloud_public (default), cloud_private, or on_premise"},"authType":{"type":"string","required":false,"visibility":"user-only","description":"Authentication type: oauth_client_credentials (default) or basic"},"baseUrl":{"type":"string","required":false,"visibility":"user-only","description":"Base URL of the S/4HANA host (Cloud Private / On-Premise)"},"tokenUrl":{"type":"string","required":false,"visibility":"user-only","description":"OAuth token URL (Cloud Private / On-Premise + OAuth)"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username for HTTP Basic auth"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password for HTTP Basic auth"},"filter":{"type":"string","required":false,"visibility":"user-or-llm","description":"OData $filter expression (e.g., \\"SupplierAccountGroup eq \'BP02\'\\")"},"top":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum results to return ($top)"},"skip":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to skip ($skip)"},"orderBy":{"type":"string","required":false,"visibility":"user-or-llm","description":"OData $orderby expression"},"select":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated fields to return ($select)"},"expand":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated navigation properties to expand (e.g., \\"to_SupplierCompany,to_SupplierPurchasingOrg\\")"}}},"sap_s4hana_odata_query":{"id":"sap_s4hana_odata_query","name":"SAP S/4HANA OData Query","description":"Make an arbitrary OData v2 call against any SAP S/4HANA Cloud whitelisted Communication Scenario. Use when no dedicated tool exists for the entity. The proxy handles auth, CSRF, and OData unwrapping. For write operations (POST/PUT/PATCH/MERGE/DELETE), pass an If-Match ETag obtained from a prior GET to avoid lost updates; misuse will mutate production data.","version":"1.0.0","params":{"subdomain":{"type":"string","required":false,"visibility":"user-only","description":"SAP BTP subaccount subdomain (technical name of your subaccount, not the S/4HANA host)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"BTP region (e.g. eu10, us10)"},"clientId":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client ID from the S/4HANA Communication Arrangement"},"clientSecret":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client secret from the S/4HANA Communication Arrangement"},"deploymentType":{"type":"string","required":false,"visibility":"user-only","description":"Deployment type: cloud_public (default), cloud_private, or on_premise"},"authType":{"type":"string","required":false,"visibility":"user-only","description":"Authentication type: oauth_client_credentials (default) or basic"},"baseUrl":{"type":"string","required":false,"visibility":"user-only","description":"Base URL of the S/4HANA host (Cloud Private / On-Premise)"},"tokenUrl":{"type":"string","required":false,"visibility":"user-only","description":"OAuth token URL (Cloud Private / On-Premise + OAuth)"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username for HTTP Basic auth"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password for HTTP Basic auth"},"service":{"type":"string","required":true,"visibility":"user-or-llm","description":"OData service name (e.g., \\"API_BUSINESS_PARTNER\\", \\"API_SALES_ORDER_SRV\\")"},"path":{"type":"string","required":true,"visibility":"user-or-llm","description":"Path inside the service (e.g., \\"/A_BusinessPartner\\" or \\"/A_BusinessPartner(\'1000123\')\\")"},"method":{"type":"string","required":false,"visibility":"user-or-llm","description":"HTTP method: GET (default), POST, PATCH, PUT, DELETE, MERGE"},"query":{"type":"json","required":false,"visibility":"user-or-llm","description":"OData query parameters as JSON object or query string (e.g., {\\"$filter\\":\\"BusinessPartnerCategory eq \'1\'\\",\\"$top\\":10}). $format=json is added automatically when omitted."},"body":{"type":"json","required":false,"visibility":"user-or-llm","description":"JSON request body for write operations"},"ifMatch":{"type":"string","required":false,"visibility":"user-or-llm","description":"ETag value for the If-Match header (required by SAP for PATCH/PUT/DELETE on existing entities)"}}},"sap_s4hana_update_business_partner":{"id":"sap_s4hana_update_business_partner","name":"SAP S/4HANA Update Business Partner","description":"Update fields on an A_BusinessPartner entity in SAP S/4HANA Cloud (API_BUSINESS_PARTNER). Uses HTTP MERGE (OData v2 partial update) — only the fields you provide are written; existing values are preserved. If-Match defaults to a wildcard (unconditional) — for safe concurrent updates pass the ETag from a prior GET to avoid lost updates. Deep updates on nested associations (e.g. to_BusinessPartnerAddress) are not supported by SAP (KBA 2833338) — use the dedicated child endpoints.","version":"1.0.0","params":{"subdomain":{"type":"string","required":false,"visibility":"user-only","description":"SAP BTP subaccount subdomain (technical name of your subaccount, not the S/4HANA host)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"BTP region (e.g. eu10, us10)"},"clientId":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client ID from the S/4HANA Communication Arrangement"},"clientSecret":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client secret from the S/4HANA Communication Arrangement"},"deploymentType":{"type":"string","required":false,"visibility":"user-only","description":"Deployment type: cloud_public (default), cloud_private, or on_premise"},"authType":{"type":"string","required":false,"visibility":"user-only","description":"Authentication type: oauth_client_credentials (default) or basic"},"baseUrl":{"type":"string","required":false,"visibility":"user-only","description":"Base URL of the S/4HANA host (Cloud Private / On-Premise)"},"tokenUrl":{"type":"string","required":false,"visibility":"user-only","description":"OAuth token URL (Cloud Private / On-Premise + OAuth)"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username for HTTP Basic auth"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password for HTTP Basic auth"},"businessPartner":{"type":"string","required":true,"visibility":"user-or-llm","description":"BusinessPartner key to update (string, up to 10 characters)"},"body":{"type":"json","required":true,"visibility":"user-or-llm","description":"JSON object with A_BusinessPartner fields to update (e.g., {\\"FirstName\\":\\"Jane\\",\\"SearchTerm1\\":\\"VIP\\"})"},"ifMatch":{"type":"string","required":false,"visibility":"user-or-llm","description":"If-Match ETag for optimistic concurrency. Defaults to \\"*\\" (unconditional)."}}},"sap_s4hana_update_customer":{"id":"sap_s4hana_update_customer","name":"SAP S/4HANA Update Customer","description":"Update fields on an A_Customer entity in SAP S/4HANA Cloud (API_BUSINESS_PARTNER). Uses HTTP MERGE (OData v2 partial update) — only the fields you provide are written; existing values are preserved. A_Customer is limited to modifiable fields such as OrderIsBlockedForCustomer, DeliveryIsBlocked, BillingIsBlockedForCustomer (Edm.String reason codes like \\"01\\"), PostingIsBlocked, and DeletionIndicator (Edm.Boolean). If-Match defaults to a wildcard - for safe concurrent updates pass the ETag from a prior GET to avoid lost updates.","version":"1.0.0","params":{"subdomain":{"type":"string","required":false,"visibility":"user-only","description":"SAP BTP subaccount subdomain (technical name of your subaccount, not the S/4HANA host)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"BTP region (e.g. eu10, us10)"},"clientId":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client ID from the S/4HANA Communication Arrangement"},"clientSecret":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client secret from the S/4HANA Communication Arrangement"},"deploymentType":{"type":"string","required":false,"visibility":"user-only","description":"Deployment type: cloud_public (default), cloud_private, or on_premise"},"authType":{"type":"string","required":false,"visibility":"user-only","description":"Authentication type: oauth_client_credentials (default) or basic"},"baseUrl":{"type":"string","required":false,"visibility":"user-only","description":"Base URL of the S/4HANA host (Cloud Private / On-Premise)"},"tokenUrl":{"type":"string","required":false,"visibility":"user-only","description":"OAuth token URL (Cloud Private / On-Premise + OAuth)"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username for HTTP Basic auth"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password for HTTP Basic auth"},"customer":{"type":"string","required":true,"visibility":"user-or-llm","description":"Customer key to update (string, up to 10 characters)"},"body":{"type":"json","required":true,"visibility":"user-or-llm","description":"JSON object with A_Customer fields to update (e.g., {\\"OrderIsBlockedForCustomer\\":\\"01\\",\\"DeletionIndicator\\":false}). Block-reason fields are Edm.String codes, not booleans."},"ifMatch":{"type":"string","required":false,"visibility":"user-or-llm","description":"If-Match ETag for optimistic concurrency. Defaults to \\"*\\" (unconditional)."}}},"sap_s4hana_update_product":{"id":"sap_s4hana_update_product","name":"SAP S/4HANA Update Product","description":"Update fields on an A_Product entity in SAP S/4HANA Cloud (API_PRODUCT_SRV). Uses HTTP MERGE (OData v2 partial update) — only the fields you provide are written; existing values are preserved. Flat scalar header fields only — deep/multi-entity updates across navigation properties are not supported by API_PRODUCT_SRV MERGE/PUT (see SAP KBA 2833338); update child entities (plant, valuation, sales data, etc.) via their own endpoints. If-Match defaults to a wildcard (unconditional) — for safe concurrent updates pass the ETag from a prior GET.","version":"1.0.0","params":{"subdomain":{"type":"string","required":false,"visibility":"user-only","description":"SAP BTP subaccount subdomain (technical name of your subaccount, not the S/4HANA host)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"BTP region (e.g. eu10, us10)"},"clientId":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client ID from the S/4HANA Communication Arrangement"},"clientSecret":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client secret from the S/4HANA Communication Arrangement"},"deploymentType":{"type":"string","required":false,"visibility":"user-only","description":"Deployment type: cloud_public (default), cloud_private, or on_premise"},"authType":{"type":"string","required":false,"visibility":"user-only","description":"Authentication type: oauth_client_credentials (default) or basic"},"baseUrl":{"type":"string","required":false,"visibility":"user-only","description":"Base URL of the S/4HANA host (Cloud Private / On-Premise)"},"tokenUrl":{"type":"string","required":false,"visibility":"user-only","description":"OAuth token URL (Cloud Private / On-Premise + OAuth)"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username for HTTP Basic auth"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password for HTTP Basic auth"},"product":{"type":"string","required":true,"visibility":"user-or-llm","description":"Product key to update (string, up to 40 characters)"},"body":{"type":"json","required":true,"visibility":"user-or-llm","description":"JSON object with A_Product fields to update (e.g., {\\"ProductGroup\\":\\"L001\\",\\"IsMarkedForDeletion\\":false})"},"ifMatch":{"type":"string","required":false,"visibility":"user-or-llm","description":"If-Match ETag for optimistic concurrency. Defaults to \\"*\\" (unconditional)."}}},"sap_s4hana_update_purchase_order":{"id":"sap_s4hana_update_purchase_order","name":"SAP S/4HANA Update Purchase Order","description":"Update fields on an A_PurchaseOrder header in SAP S/4HANA Cloud (API_PURCHASEORDER_PROCESS_SRV). Uses HTTP MERGE (OData v2 partial update) — only the fields you provide are written; existing values are preserved. Header-only — line-item changes are not supported via deep update on the header (SAP KBA 2833338); use the A_PurchaseOrderItem entity directly to modify items. If-Match defaults to a wildcard - for safe concurrent updates pass the ETag from a prior GET to avoid lost updates.","version":"1.0.0","params":{"subdomain":{"type":"string","required":false,"visibility":"user-only","description":"SAP BTP subaccount subdomain (technical name of your subaccount, not the S/4HANA host)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"BTP region (e.g. eu10, us10)"},"clientId":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client ID from the S/4HANA Communication Arrangement"},"clientSecret":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client secret from the S/4HANA Communication Arrangement"},"deploymentType":{"type":"string","required":false,"visibility":"user-only","description":"Deployment type: cloud_public (default), cloud_private, or on_premise"},"authType":{"type":"string","required":false,"visibility":"user-only","description":"Authentication type: oauth_client_credentials (default) or basic"},"baseUrl":{"type":"string","required":false,"visibility":"user-only","description":"Base URL of the S/4HANA host (Cloud Private / On-Premise)"},"tokenUrl":{"type":"string","required":false,"visibility":"user-only","description":"OAuth token URL (Cloud Private / On-Premise + OAuth)"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username for HTTP Basic auth"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password for HTTP Basic auth"},"purchaseOrder":{"type":"string","required":true,"visibility":"user-or-llm","description":"PurchaseOrder key to update (string, up to 10 characters)"},"body":{"type":"json","required":true,"visibility":"user-or-llm","description":"JSON object with A_PurchaseOrder fields to update (e.g., {\\"PurchasingGroup\\":\\"002\\",\\"PurchaseOrderDate\\":\\"/Date(1735689600000)/\\"})"},"ifMatch":{"type":"string","required":false,"visibility":"user-or-llm","description":"If-Match ETag for optimistic concurrency. Defaults to \\"*\\" (unconditional)."}}},"sap_s4hana_update_purchase_requisition":{"id":"sap_s4hana_update_purchase_requisition","name":"SAP S/4HANA Update Purchase Requisition","description":"Update fields on an A_PurchaseRequisitionHeader entity in SAP S/4HANA Cloud (API_PURCHASEREQ_PROCESS_SRV; deprecated since S/4HANA 2402, successor is API_PURCHASEREQUISITION_2 OData v4). Uses HTTP MERGE (OData v2 partial update) — only the fields you provide are written; existing values are preserved. Header-only — deep updates across navigations are not supported (SAP KBA 2833338); use the A_PurchaseReqnItem entity directly to modify items. If-Match defaults to a wildcard - for safe concurrent updates pass the ETag from a prior GET to avoid lost updates.","version":"1.0.0","params":{"subdomain":{"type":"string","required":false,"visibility":"user-only","description":"SAP BTP subaccount subdomain (technical name of your subaccount, not the S/4HANA host)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"BTP region (e.g. eu10, us10)"},"clientId":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client ID from the S/4HANA Communication Arrangement"},"clientSecret":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client secret from the S/4HANA Communication Arrangement"},"deploymentType":{"type":"string","required":false,"visibility":"user-only","description":"Deployment type: cloud_public (default), cloud_private, or on_premise"},"authType":{"type":"string","required":false,"visibility":"user-only","description":"Authentication type: oauth_client_credentials (default) or basic"},"baseUrl":{"type":"string","required":false,"visibility":"user-only","description":"Base URL of the S/4HANA host (Cloud Private / On-Premise)"},"tokenUrl":{"type":"string","required":false,"visibility":"user-only","description":"OAuth token URL (Cloud Private / On-Premise + OAuth)"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username for HTTP Basic auth"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password for HTTP Basic auth"},"purchaseRequisition":{"type":"string","required":true,"visibility":"user-or-llm","description":"PurchaseRequisition key to update (string, up to 10 characters)"},"body":{"type":"json","required":true,"visibility":"user-or-llm","description":"JSON object with A_PurchaseRequisitionHeader fields to update (e.g., {\\"PurchaseRequisitionType\\":\\"NB\\"})"},"ifMatch":{"type":"string","required":false,"visibility":"user-or-llm","description":"If-Match ETag for optimistic concurrency. Defaults to \\"*\\" (unconditional)."}}},"sap_s4hana_update_sales_order":{"id":"sap_s4hana_update_sales_order","name":"SAP S/4HANA Update Sales Order","description":"Update fields on an A_SalesOrder header in SAP S/4HANA Cloud (API_SALES_ORDER_SRV). Uses HTTP MERGE (OData v2 partial update) — only the fields you provide are written; existing values are preserved. Header-only — deep updates to to_Item / to_Partner / to_PricingElement navigations are not supported (see SAP KBA 2833338); use A_SalesOrderItem operations for line-level changes. If-Match defaults to a wildcard (unconditional) — for safe concurrent updates pass the ETag from a prior GET to avoid lost updates.","version":"1.0.0","params":{"subdomain":{"type":"string","required":false,"visibility":"user-only","description":"SAP BTP subaccount subdomain (technical name of your subaccount, not the S/4HANA host)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"BTP region (e.g. eu10, us10)"},"clientId":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client ID from the S/4HANA Communication Arrangement"},"clientSecret":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client secret from the S/4HANA Communication Arrangement"},"deploymentType":{"type":"string","required":false,"visibility":"user-only","description":"Deployment type: cloud_public (default), cloud_private, or on_premise"},"authType":{"type":"string","required":false,"visibility":"user-only","description":"Authentication type: oauth_client_credentials (default) or basic"},"baseUrl":{"type":"string","required":false,"visibility":"user-only","description":"Base URL of the S/4HANA host (Cloud Private / On-Premise)"},"tokenUrl":{"type":"string","required":false,"visibility":"user-only","description":"OAuth token URL (Cloud Private / On-Premise + OAuth)"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username for HTTP Basic auth"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password for HTTP Basic auth"},"salesOrder":{"type":"string","required":true,"visibility":"user-or-llm","description":"SalesOrder key to update (string, up to 10 characters)"},"body":{"type":"json","required":true,"visibility":"user-or-llm","description":"JSON object with A_SalesOrder fields to update (e.g., {\\"PurchaseOrderByCustomer\\":\\"PO-12345\\",\\"HeaderBillingBlockReason\\":\\"01\\"})"},"ifMatch":{"type":"string","required":false,"visibility":"user-or-llm","description":"If-Match ETag for optimistic concurrency. Defaults to \\"*\\" (unconditional)."}}},"sap_s4hana_update_supplier":{"id":"sap_s4hana_update_supplier","name":"SAP S/4HANA Update Supplier","description":"Update fields on an A_Supplier entity in SAP S/4HANA Cloud (API_BUSINESS_PARTNER). Uses HTTP MERGE (OData v2 partial update) — only the fields you provide are written; existing values are preserved. A_Supplier is limited to modifiable fields such as PostingIsBlocked, PurchasingIsBlocked, PaymentIsBlockedForSupplier, DeletionIndicator, and SupplierAccountGroup; company-code/purchasing-org segments must be updated via the `to_SupplierCompany` / `to_SupplierPurchasingOrg` deep-update endpoints. If-Match defaults to a wildcard - for safe concurrent updates pass the ETag from a prior GET to avoid lost updates.","version":"1.0.0","params":{"subdomain":{"type":"string","required":false,"visibility":"user-only","description":"SAP BTP subaccount subdomain (technical name of your subaccount, not the S/4HANA host)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"BTP region (e.g. eu10, us10)"},"clientId":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client ID from the S/4HANA Communication Arrangement"},"clientSecret":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client secret from the S/4HANA Communication Arrangement"},"deploymentType":{"type":"string","required":false,"visibility":"user-only","description":"Deployment type: cloud_public (default), cloud_private, or on_premise"},"authType":{"type":"string","required":false,"visibility":"user-only","description":"Authentication type: oauth_client_credentials (default) or basic"},"baseUrl":{"type":"string","required":false,"visibility":"user-only","description":"Base URL of the S/4HANA host (Cloud Private / On-Premise)"},"tokenUrl":{"type":"string","required":false,"visibility":"user-only","description":"OAuth token URL (Cloud Private / On-Premise + OAuth)"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username for HTTP Basic auth"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password for HTTP Basic auth"},"supplier":{"type":"string","required":true,"visibility":"user-or-llm","description":"Supplier key to update (string, up to 10 characters)"},"body":{"type":"json","required":true,"visibility":"user-or-llm","description":"JSON object with A_Supplier fields to update (e.g., {\\"PaymentIsBlockedForSupplier\\":true,\\"PostingIsBlocked\\":true})"},"ifMatch":{"type":"string","required":false,"visibility":"user-or-llm","description":"If-Match ETag for optimistic concurrency. Defaults to \\"*\\" (unconditional)."}}},"search_tool":{"id":"search_tool","name":"Web Search","description":"Search the web. Returns the most relevant web results, including title, link, snippet, and date for each result.","version":"1.0.0","params":{"query":{"type":"string","required":true,"visibility":"user-or-llm","description":"The search query"}}},"secrets_manager_create_secret":{"id":"secrets_manager_create_secret","name":"Secrets Manager Create Secret","description":"Create a new secret in AWS Secrets Manager","version":"1.0.0","params":{"region":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"accessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"secretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name of the secret to create"},"secretValue":{"type":"string","required":true,"visibility":"user-or-llm","description":"The secret value (plain text or JSON string)"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Description of the secret"}}},"secrets_manager_delete_secret":{"id":"secrets_manager_delete_secret","name":"Secrets Manager Delete Secret","description":"Delete a secret from AWS Secrets Manager","version":"1.0.0","params":{"region":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"accessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"secretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"secretId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The name or ARN of the secret to delete"},"recoveryWindowInDays":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of days before permanent deletion (7-30, default 30)"},"forceDelete":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"If true, immediately delete without recovery window"}}},"secrets_manager_describe_secret":{"id":"secrets_manager_describe_secret","name":"Secrets Manager Describe Secret","description":"Retrieve full metadata for a secret in AWS Secrets Manager, including rotation configuration and replication status, without exposing the secret value","version":"1.0.0","params":{"region":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"accessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"secretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"secretId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The name or ARN of the secret to describe"}}},"secrets_manager_get_secret":{"id":"secrets_manager_get_secret","name":"Secrets Manager Get Secret","description":"Retrieve a secret value from AWS Secrets Manager","version":"1.0.0","params":{"region":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"accessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"secretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"secretId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The name or ARN of the secret to retrieve"},"versionId":{"type":"string","required":false,"visibility":"user-or-llm","description":"The unique identifier of the version to retrieve"},"versionStage":{"type":"string","required":false,"visibility":"user-or-llm","description":"The staging label of the version to retrieve (e.g., AWSCURRENT, AWSPREVIOUS)"}}},"secrets_manager_list_secrets":{"id":"secrets_manager_list_secrets","name":"Secrets Manager List Secrets","description":"List secrets stored in AWS Secrets Manager","version":"1.0.0","params":{"region":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"accessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"secretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"maxResults":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of secrets to return (1-100, default 100)"},"nextToken":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination token from a previous request"}}},"secrets_manager_restore_secret":{"id":"secrets_manager_restore_secret","name":"Secrets Manager Restore Secret","description":"Cancel a scheduled deletion for a secret in AWS Secrets Manager, restoring access to it","version":"1.0.0","params":{"region":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"accessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"secretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"secretId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The name or ARN of the secret to restore"}}},"secrets_manager_rotate_secret":{"id":"secrets_manager_rotate_secret","name":"Secrets Manager Rotate Secret","description":"Start or reconfigure rotation for a secret in AWS Secrets Manager","version":"1.0.0","params":{"region":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"accessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"secretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"secretId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The name or ARN of the secret to rotate"},"clientRequestToken":{"type":"string","required":false,"visibility":"user-or-llm","description":"Idempotency token for the new secret version (32-64 characters)"},"rotationLambdaARN":{"type":"string","required":false,"visibility":"user-or-llm","description":"ARN of the Lambda function that performs rotation (omit for managed rotation)"},"automaticallyAfterDays":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of days between rotations (1-1000). Mutually exclusive with schedule expression"},"duration":{"type":"string","required":false,"visibility":"user-or-llm","description":"Length of the rotation window in hours, e.g. \\"3h\\""},"scheduleExpression":{"type":"string","required":false,"visibility":"user-or-llm","description":"A cron() or rate() expression defining the rotation schedule"},"rotateImmediately":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to rotate immediately (default true) or wait for the next scheduled window"}}},"secrets_manager_tag_resource":{"id":"secrets_manager_tag_resource","name":"Secrets Manager Tag Resource","description":"Attach tags to a secret in AWS Secrets Manager","version":"1.0.0","params":{"region":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"accessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"secretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"secretId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The name or ARN of the secret to tag"},"tags":{"type":"json","required":true,"visibility":"user-or-llm","description":"Tags to attach, as an array of {key, value} pairs (max 50)"}}},"secrets_manager_untag_resource":{"id":"secrets_manager_untag_resource","name":"Secrets Manager Untag Resource","description":"Remove tags from a secret in AWS Secrets Manager","version":"1.0.0","params":{"region":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"accessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"secretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"secretId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The name or ARN of the secret to untag"},"tagKeys":{"type":"json","required":true,"visibility":"user-or-llm","description":"Tag keys to remove, as an array of strings (max 50)"}}},"secrets_manager_update_secret":{"id":"secrets_manager_update_secret","name":"Secrets Manager Update Secret","description":"Update the value of an existing secret in AWS Secrets Manager","version":"1.0.0","params":{"region":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"accessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"secretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"secretId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The name or ARN of the secret to update"},"secretValue":{"type":"string","required":true,"visibility":"user-or-llm","description":"The new secret value (plain text or JSON string)"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Updated description of the secret"}}},"sendblue_evaluate_service":{"id":"sendblue_evaluate_service","name":"Sendblue Evaluate Service","description":"Check whether a phone number can receive iMessage or only SMS.","version":"1.0.0","params":{"apiKeyId":{"type":"string","required":true,"visibility":"user-only","description":"Sendblue API Key ID (sb-api-key-id)"},"apiSecretKey":{"type":"string","required":true,"visibility":"user-only","description":"Sendblue API Secret Key (sb-api-secret-key)"},"number":{"type":"string","required":true,"visibility":"user-or-llm","description":"Phone number to evaluate, in E.164 format (e.g., +19998887777)"}}},"sendblue_get_message":{"id":"sendblue_get_message","name":"Sendblue Get Message","description":"Retrieve a single message and its current status by message handle/ID.","version":"1.0.0","params":{"apiKeyId":{"type":"string","required":true,"visibility":"user-only","description":"Sendblue API Key ID (sb-api-key-id)"},"apiSecretKey":{"type":"string","required":true,"visibility":"user-only","description":"Sendblue API Secret Key (sb-api-secret-key)"},"message_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The message handle/ID returned when the message was sent."}}},"sendblue_send_group_message":{"id":"sendblue_send_group_message","name":"Sendblue Send Group Message","description":"Send an iMessage or SMS to a group of recipients via Sendblue.","version":"1.0.0","params":{"apiKeyId":{"type":"string","required":true,"visibility":"user-only","description":"Sendblue API Key ID (sb-api-key-id)"},"apiSecretKey":{"type":"string","required":true,"visibility":"user-only","description":"Sendblue API Secret Key (sb-api-secret-key)"},"numbers":{"type":"array","required":false,"visibility":"user-or-llm","description":"Recipient phone numbers in E.164 format (e.g., [\\"+19998887777\\", \\"+13334445555\\"]). Optional when sending to an existing group via group_id.","items":{"type":"string","description":"Phone number in E.164 format"}},"from_number":{"type":"string","required":true,"visibility":"user-or-llm","description":"One of your registered Sendblue phone numbers to send from, in E.164 format (e.g., +18887776666)"},"content":{"type":"string","required":false,"visibility":"user-or-llm","description":"Message text content. Either content or media_url must be provided."},"media_url":{"type":"string","required":false,"visibility":"user-or-llm","description":"URL of a media file to send. Either content or media_url must be provided."},"send_style":{"type":"string","required":false,"visibility":"user-or-llm","description":"iMessage expressive style (e.g., celebration, fireworks, lasers, confetti, balloons, invisible, slam)."},"seat_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"Seat (user) the message is attributed to. Accepts the seat UUID or Firebase Auth subject."},"group_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"Unique identifier of an existing group to send to. Omit to start a new group."},"status_callback":{"type":"string","required":false,"visibility":"user-only","description":"Webhook URL that Sendblue will POST message status updates to."}}},"sendblue_send_message":{"id":"sendblue_send_message","name":"Sendblue Send Message","description":"Send an iMessage or SMS to a single recipient via Sendblue.","version":"1.0.0","params":{"apiKeyId":{"type":"string","required":true,"visibility":"user-only","description":"Sendblue API Key ID (sb-api-key-id)"},"apiSecretKey":{"type":"string","required":true,"visibility":"user-only","description":"Sendblue API Secret Key (sb-api-secret-key)"},"number":{"type":"string","required":true,"visibility":"user-or-llm","description":"Recipient phone number in E.164 format (e.g., +19998887777)"},"from_number":{"type":"string","required":true,"visibility":"user-or-llm","description":"One of your registered Sendblue phone numbers to send from, in E.164 format (e.g., +18887776666)"},"content":{"type":"string","required":false,"visibility":"user-or-llm","description":"Message text content. Either content or media_url must be provided."},"media_url":{"type":"string","required":false,"visibility":"user-or-llm","description":"URL of a media file to send. Either content or media_url must be provided."},"send_style":{"type":"string","required":false,"visibility":"user-or-llm","description":"iMessage expressive style (e.g., celebration, fireworks, lasers, confetti, balloons, invisible, slam)."},"seat_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"Seat (user) the message is attributed to. Accepts the seat UUID or Firebase Auth subject."},"status_callback":{"type":"string","required":false,"visibility":"user-only","description":"Webhook URL that Sendblue will POST message status updates to."}}},"sendblue_send_typing_indicator":{"id":"sendblue_send_typing_indicator","name":"Sendblue Send Typing Indicator","description":"Display a typing indicator to a recipient (not supported in group chats).","version":"1.0.0","params":{"apiKeyId":{"type":"string","required":true,"visibility":"user-only","description":"Sendblue API Key ID (sb-api-key-id)"},"apiSecretKey":{"type":"string","required":true,"visibility":"user-only","description":"Sendblue API Secret Key (sb-api-secret-key)"},"number":{"type":"string","required":true,"visibility":"user-or-llm","description":"Recipient\'s phone number in E.164 format (e.g., +19998887777)"},"from_number":{"type":"string","required":false,"visibility":"user-or-llm","description":"Your Sendblue line number to send from, in E.164 format."},"state":{"type":"string","required":false,"visibility":"user-or-llm","description":"\\"start\\" (default) shows the indicator; \\"stop\\" ends an active indicator before max_duration_ms expires."},"max_duration_ms":{"type":"number","required":false,"visibility":"user-or-llm","description":"How long (ms) the indicator stays visible before auto-stopping. Defaults to 60000. Must be between 1 and 300000."}}},"sendgrid_add_contact":{"id":"sendgrid_add_contact","name":"SendGrid Add Contact","description":"Add a new contact to SendGrid","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"SendGrid API key"},"email":{"type":"string","required":true,"visibility":"user-or-llm","description":"Contact email address"},"firstName":{"type":"string","required":false,"visibility":"user-or-llm","description":"Contact first name"},"lastName":{"type":"string","required":false,"visibility":"user-or-llm","description":"Contact last name"},"customFields":{"type":"json","required":false,"visibility":"user-or-llm","description":"JSON object of custom field key-value pairs (use field IDs like e1_T, e2_N, e3_D, not field names)"},"listIds":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list IDs to add the contact to"}}},"sendgrid_add_contacts_to_list":{"id":"sendgrid_add_contacts_to_list","name":"SendGrid Add Contacts to List","description":"Add or update contacts and assign them to a list in SendGrid (uses PUT /v3/marketing/contacts)","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"SendGrid API key"},"listId":{"type":"string","required":true,"visibility":"user-or-llm","description":"List ID to add contacts to"},"contacts":{"type":"json","required":true,"visibility":"user-or-llm","description":"JSON array of contact objects. Each contact must have at least: email (or phone_number_id/external_id/anonymous_id). Example: [{\\"email\\": \\"user@example.com\\", \\"first_name\\": \\"John\\"}]"}}},"sendgrid_create_list":{"id":"sendgrid_create_list","name":"SendGrid Create List","description":"Create a new contact list in SendGrid","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"SendGrid API key"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"List name"}}},"sendgrid_create_template":{"id":"sendgrid_create_template","name":"SendGrid Create Template","description":"Create a new email template in SendGrid","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"SendGrid API key"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Template name"},"generation":{"type":"string","required":false,"visibility":"user-or-llm","description":"Template generation type (legacy or dynamic, default: dynamic)"}}},"sendgrid_create_template_version":{"id":"sendgrid_create_template_version","name":"SendGrid Create Template Version","description":"Create a new version of an email template in SendGrid","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"SendGrid API key"},"templateId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Template ID"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Version name"},"subject":{"type":"string","required":true,"visibility":"user-or-llm","description":"Email subject line"},"htmlContent":{"type":"string","required":false,"visibility":"user-or-llm","description":"HTML content of the template"},"plainContent":{"type":"string","required":false,"visibility":"user-or-llm","description":"Plain text content of the template"},"active":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether this version is active (default: true)"}}},"sendgrid_delete_contacts":{"id":"sendgrid_delete_contacts","name":"SendGrid Delete Contacts","description":"Delete one or more contacts from SendGrid","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"SendGrid API key"},"contactIds":{"type":"string","required":true,"visibility":"user-or-llm","description":"Comma-separated contact IDs to delete"}}},"sendgrid_delete_list":{"id":"sendgrid_delete_list","name":"SendGrid Delete List","description":"Delete a contact list from SendGrid","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"SendGrid API key"},"listId":{"type":"string","required":true,"visibility":"user-or-llm","description":"List ID to delete"}}},"sendgrid_delete_template":{"id":"sendgrid_delete_template","name":"SendGrid Delete Template","description":"Delete an email template from SendGrid","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"SendGrid API key"},"templateId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Template ID to delete"}}},"sendgrid_get_contact":{"id":"sendgrid_get_contact","name":"SendGrid Get Contact","description":"Get a specific contact by ID from SendGrid","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"SendGrid API key"},"contactId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Contact ID"}}},"sendgrid_get_list":{"id":"sendgrid_get_list","name":"SendGrid Get List","description":"Get a specific list by ID from SendGrid","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"SendGrid API key"},"listId":{"type":"string","required":true,"visibility":"user-or-llm","description":"List ID"}}},"sendgrid_get_template":{"id":"sendgrid_get_template","name":"SendGrid Get Template","description":"Get a specific template by ID from SendGrid","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"SendGrid API key"},"templateId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Template ID"}}},"sendgrid_list_all_lists":{"id":"sendgrid_list_all_lists","name":"SendGrid List All Lists","description":"Get all contact lists from SendGrid","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"SendGrid API key"},"pageSize":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of lists to return per page (default: 100, max: 1000)"},"pageToken":{"type":"string","required":false,"visibility":"user-or-llm","description":"Page token from a previous response (nextPageToken) to fetch the next page"}}},"sendgrid_list_templates":{"id":"sendgrid_list_templates","name":"SendGrid List Templates","description":"Get all email templates from SendGrid","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"SendGrid API key"},"generations":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by generation (legacy, dynamic, or both)"},"pageSize":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of templates to return per page (default: 20, max: 200). When paginating with pageToken, pass the same pageSize used on the first request to keep page boundaries consistent."},"pageToken":{"type":"string","required":false,"visibility":"user-or-llm","description":"Page token from a previous response (nextPageToken) to fetch the next page"}}},"sendgrid_remove_contacts_from_list":{"id":"sendgrid_remove_contacts_from_list","name":"SendGrid Remove Contacts from List","description":"Remove contacts from a specific list in SendGrid","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"SendGrid API key"},"listId":{"type":"string","required":true,"visibility":"user-or-llm","description":"List ID"},"contactIds":{"type":"string","required":true,"visibility":"user-or-llm","description":"Comma-separated contact IDs to remove from the list"}}},"sendgrid_search_contacts":{"id":"sendgrid_search_contacts","name":"SendGrid Search Contacts","description":"Search for contacts in SendGrid using a query","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"SendGrid API key"},"query":{"type":"string","required":true,"visibility":"user-or-llm","description":"Search query (e.g., \\"email LIKE \'%example.com%\' AND CONTAINS(list_ids, \'list-id\')\\")"}}},"sendgrid_send_mail":{"id":"sendgrid_send_mail","name":"SendGrid Send Mail","description":"Send an email using SendGrid API","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"SendGrid API key"},"from":{"type":"string","required":true,"visibility":"user-or-llm","description":"Sender email address (must be verified in SendGrid)"},"fromName":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sender name"},"to":{"type":"string","required":true,"visibility":"user-or-llm","description":"Recipient email address"},"toName":{"type":"string","required":false,"visibility":"user-or-llm","description":"Recipient name"},"subject":{"type":"string","required":false,"visibility":"user-or-llm","description":"Email subject (required unless using a template with pre-defined subject)"},"content":{"type":"string","required":false,"visibility":"user-or-llm","description":"Email body content (required unless using a template with pre-defined content)"},"contentType":{"type":"string","required":false,"visibility":"user-or-llm","description":"Content type (text/plain or text/html)"},"cc":{"type":"string","required":false,"visibility":"user-or-llm","description":"CC email address"},"bcc":{"type":"string","required":false,"visibility":"user-or-llm","description":"BCC email address"},"replyTo":{"type":"string","required":false,"visibility":"user-or-llm","description":"Reply-to email address"},"replyToName":{"type":"string","required":false,"visibility":"user-or-llm","description":"Reply-to name"},"attachments":{"type":"file[]","required":false,"visibility":"user-or-llm","description":"Files to attach to the email (UserFile objects)"},"templateId":{"type":"string","required":false,"visibility":"user-or-llm","description":"SendGrid template ID to use"},"dynamicTemplateData":{"type":"json","required":false,"visibility":"user-or-llm","description":"JSON object of dynamic template data"}}},"sentry_events_get":{"id":"sentry_events_get","name":"Get Event","description":"Retrieve detailed information about a specific Sentry event by its ID. Returns complete event details including stack traces, breadcrumbs, context, and user information.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Sentry API authentication token"},"organizationSlug":{"type":"string","required":true,"visibility":"user-or-llm","description":"The slug of the organization (e.g., \\"my-org\\")"},"projectSlug":{"type":"string","required":true,"visibility":"user-or-llm","description":"The slug of the project (e.g., \\"my-project\\")"},"eventId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The unique ID of the event to retrieve (e.g., \\"abc123def456\\")"}}},"sentry_events_list":{"id":"sentry_events_list","name":"List Events","description":"List events from a Sentry project. Can be filtered by issue ID, query, or time period. Returns event details including context, tags, and user information.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Sentry API authentication token"},"organizationSlug":{"type":"string","required":true,"visibility":"user-or-llm","description":"The slug of the organization (e.g., \\"my-org\\")"},"projectSlug":{"type":"string","required":true,"visibility":"user-or-llm","description":"The slug of the project to list events from (e.g., \\"my-project\\")"},"issueId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter events by a specific issue ID (e.g., \\"12345\\")"},"query":{"type":"string","required":false,"visibility":"user-or-llm","description":"Search query to filter events. Only applied when an Issue ID is provided (the issue events endpoint); the project events endpoint ignores it. Supports Sentry search syntax (e.g., \\"user.email:*@example.com\\")"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor for retrieving next page of results"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of events to return per page (max: 100)"},"statsPeriod":{"type":"string","required":false,"visibility":"user-only","description":"Time period to query (e.g., \\"24h\\", \\"7d\\", \\"14d\\"). Cannot be combined with absolute start/end."}}},"sentry_issues_get":{"id":"sentry_issues_get","name":"Get Issue","description":"Retrieve detailed information about a specific Sentry issue by its ID. Returns complete issue details including metadata, tags, and statistics.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Sentry API authentication token"},"organizationSlug":{"type":"string","required":true,"visibility":"user-or-llm","description":"The slug of the organization (e.g., \\"my-org\\")"},"issueId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The unique ID of the issue to retrieve (e.g., \\"12345\\")"}}},"sentry_issues_list":{"id":"sentry_issues_list","name":"List Issues","description":"List issues from Sentry for a specific organization and optionally a specific project. Returns issue details including status, error counts, and last seen timestamps.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Sentry API authentication token"},"organizationSlug":{"type":"string","required":true,"visibility":"user-or-llm","description":"The slug of the organization (e.g., \\"my-org\\")"},"projectSlug":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter issues by numeric project ID (e.g., \\"4501234\\"). This organization-scoped endpoint requires the numeric project ID, not the project slug."},"query":{"type":"string","required":false,"visibility":"user-or-llm","description":"Search query to filter issues. Supports Sentry search syntax (e.g., \\"is:unresolved\\", \\"level:error\\")"},"statsPeriod":{"type":"string","required":false,"visibility":"user-only","description":"Time window for the per-issue stats series (e.g., \\"24h\\", \\"14d\\"). Note: this controls the stats returned with each issue, not which issues are returned — use the query (e.g., \\"age:-7d\\", \\"lastSeen:-24h\\") to filter results."},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor for retrieving next page of results"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of issues to return per page (max: 100)"},"status":{"type":"string","required":false,"visibility":"user-only","description":"Filter by issue status: unresolved, resolved, or ignored. The legacy \\"ignored\\"/\\"muted\\" values map to Sentry\'s current \\"archived\\" search token."},"sort":{"type":"string","required":false,"visibility":"user-only","description":"Sort order: date, new, trends, freq, or user (default: date)"}}},"sentry_issues_update":{"id":"sentry_issues_update","name":"Update Issue","description":"Update a Sentry issue by changing its status, assignment, bookmark state, or other properties. Returns the updated issue details.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Sentry API authentication token"},"organizationSlug":{"type":"string","required":true,"visibility":"user-or-llm","description":"The slug of the organization (e.g., \\"my-org\\")"},"issueId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The unique ID of the issue to update (e.g., \\"12345\\")"},"status":{"type":"string","required":false,"visibility":"user-or-llm","description":"New status for the issue: resolved, unresolved, ignored, or resolvedInNextRelease"},"assignedTo":{"type":"string","required":false,"visibility":"user-or-llm","description":"Actor to assign the issue to, in the form \\"user:<id>\\" or \\"team:<id>\\" (a bare username or email is also accepted). Use an empty string to unassign."},"isBookmarked":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to bookmark the issue"},"isSubscribed":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to subscribe to issue updates"},"isPublic":{"type":"boolean","required":false,"visibility":"user-only","description":"Whether the issue should be publicly visible"}}},"sentry_projects_create":{"id":"sentry_projects_create","name":"Create Project","description":"Create a new Sentry project in an organization. Requires a team to associate the project with. Returns the created project details.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Sentry API authentication token"},"organizationSlug":{"type":"string","required":true,"visibility":"user-or-llm","description":"The slug of the organization (e.g., \\"my-org\\")"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"The name of the project"},"teamSlug":{"type":"string","required":true,"visibility":"user-or-llm","description":"The slug of the team that will own this project"},"slug":{"type":"string","required":false,"visibility":"user-or-llm","description":"URL-friendly project identifier (auto-generated from name if not provided)"},"platform":{"type":"string","required":false,"visibility":"user-or-llm","description":"Platform/language for the project (e.g., javascript, python, node, react-native). If not specified, defaults to \\"other\\""},"defaultRules":{"type":"boolean","required":false,"visibility":"user-only","description":"Whether to create default alert rules (default: true)"}}},"sentry_projects_get":{"id":"sentry_projects_get","name":"Get Project","description":"Retrieve detailed information about a specific Sentry project by its slug. Returns complete project details including teams, features, and configuration.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Sentry API authentication token"},"organizationSlug":{"type":"string","required":true,"visibility":"user-or-llm","description":"The slug of the organization (e.g., \\"my-org\\")"},"projectSlug":{"type":"string","required":true,"visibility":"user-or-llm","description":"The slug of the project to retrieve (e.g., \\"my-project\\")"}}},"sentry_projects_list":{"id":"sentry_projects_list","name":"List Projects","description":"List all projects in a Sentry organization. Returns project details including name, platform, teams, and configuration.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Sentry API authentication token"},"organizationSlug":{"type":"string","required":true,"visibility":"user-or-llm","description":"The slug of the organization (e.g., \\"my-org\\")"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor for retrieving next page of results"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of projects to return per page (default: 25, max: 100)"}}},"sentry_projects_update":{"id":"sentry_projects_update","name":"Update Project","description":"Update a Sentry project by changing its name, slug, platform, or other settings. Returns the updated project details.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Sentry API authentication token"},"organizationSlug":{"type":"string","required":true,"visibility":"user-or-llm","description":"The slug of the organization (e.g., \\"my-org\\")"},"projectSlug":{"type":"string","required":true,"visibility":"user-or-llm","description":"The slug of the project to update (e.g., \\"my-project\\")"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"New name for the project"},"slug":{"type":"string","required":false,"visibility":"user-or-llm","description":"New URL-friendly project identifier"},"platform":{"type":"string","required":false,"visibility":"user-or-llm","description":"New platform/language for the project (e.g., javascript, python, node)"},"isBookmarked":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to bookmark the project"},"digestsMinDelay":{"type":"number","required":false,"visibility":"user-only","description":"Minimum delay (in seconds) for digest notifications"},"digestsMaxDelay":{"type":"number","required":false,"visibility":"user-only","description":"Maximum delay (in seconds) for digest notifications"}}},"sentry_releases_create":{"id":"sentry_releases_create","name":"Create Release","description":"Create a new release in Sentry. A release is a version of your code deployed to an environment. Can include commit information and associated projects. Returns the created release details.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Sentry API authentication token"},"organizationSlug":{"type":"string","required":true,"visibility":"user-or-llm","description":"The slug of the organization (e.g., \\"my-org\\")"},"version":{"type":"string","required":true,"visibility":"user-or-llm","description":"Version identifier for the release (e.g., \\"2.0.0\\", \\"my-app@1.0.0\\", or a git commit SHA)"},"projects":{"type":"string","required":true,"visibility":"user-or-llm","description":"Comma-separated list of project slugs to associate with this release"},"ref":{"type":"string","required":false,"visibility":"user-or-llm","description":"Git reference (commit SHA, tag, or branch) for this release"},"url":{"type":"string","required":false,"visibility":"user-or-llm","description":"URL pointing to the release (e.g., GitHub release page)"},"dateReleased":{"type":"string","required":false,"visibility":"user-only","description":"ISO 8601 timestamp for when the release was deployed (defaults to current time)"},"commits":{"type":"string","required":false,"visibility":"user-only","description":"JSON array of commit objects with id, repository (optional), and message (optional). Example: [{\\"id\\":\\"abc123\\",\\"message\\":\\"Fix bug\\"}]"}}},"sentry_releases_deploy":{"id":"sentry_releases_deploy","name":"Create Deploy","description":"Create a deploy record for a Sentry release in a specific environment. Deploys track when and where releases are deployed. Returns the created deploy details.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Sentry API authentication token"},"organizationSlug":{"type":"string","required":true,"visibility":"user-or-llm","description":"The slug of the organization (e.g., \\"my-org\\")"},"version":{"type":"string","required":true,"visibility":"user-or-llm","description":"Version identifier of the release being deployed (e.g., \\"1.0.0\\" or \\"abc123\\")"},"environment":{"type":"string","required":true,"visibility":"user-or-llm","description":"Environment name where the release is being deployed (e.g., \\"production\\", \\"staging\\")"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Optional name for this deploy (e.g., \\"Deploy v2.0 to Production\\")"},"url":{"type":"string","required":false,"visibility":"user-or-llm","description":"URL pointing to the deploy (e.g., CI/CD pipeline URL)"},"dateStarted":{"type":"string","required":false,"visibility":"user-only","description":"ISO 8601 timestamp for when the deploy started (defaults to current time)"},"dateFinished":{"type":"string","required":false,"visibility":"user-only","description":"ISO 8601 timestamp for when the deploy finished"}}},"sentry_releases_list":{"id":"sentry_releases_list","name":"List Releases","description":"List releases for a Sentry organization or project. Returns release details including version, commits, deploy information, and associated projects.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Sentry API authentication token"},"organizationSlug":{"type":"string","required":true,"visibility":"user-or-llm","description":"The slug of the organization (e.g., \\"my-org\\")"},"projectSlug":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter releases by numeric project ID (e.g., \\"4501234\\"). This organization-scoped endpoint requires the numeric project ID, not the project slug."},"query":{"type":"string","required":false,"visibility":"user-or-llm","description":"Search query to filter releases (e.g., \\"1.0\\" to match version patterns)"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor for retrieving next page of results"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of releases to return per page (default: 25, max: 100)"}}},"sentry_teams_list":{"id":"sentry_teams_list","name":"List Teams","description":"List all teams in a Sentry organization. Useful for discovering the team slug required when creating a project. Returns team details including slug, name, member count, and associated projects.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Sentry API authentication token"},"organizationSlug":{"type":"string","required":true,"visibility":"user-or-llm","description":"The slug of the organization (e.g., \\"my-org\\")"},"query":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter teams by name or slug"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor for retrieving next page of results"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of teams to return per page (default: 25, max: 100)"}}},"serper_search":{"id":"serper_search","name":"Web Search","description":"A powerful web search tool that provides access to Google search results through Serper.dev API. Supports different types of searches including regular web search, news, places, images, videos, and shopping. Returns comprehensive results including organic results, knowledge graph, answer box, people also ask, related searches, and top stories.","version":"1.0.0","params":{"query":{"type":"string","required":true,"visibility":"user-or-llm","description":"The search query (e.g., \\"latest AI news\\", \\"best restaurants in NYC\\")"},"num":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to return (e.g., 10, 20, 50)"},"gl":{"type":"string","required":false,"visibility":"user-or-llm","description":"Country code for search results (e.g., \\"us\\", \\"uk\\", \\"de\\", \\"fr\\")"},"hl":{"type":"string","required":false,"visibility":"user-or-llm","description":"Language code for search results (e.g., \\"en\\", \\"es\\", \\"de\\", \\"fr\\")"},"type":{"type":"string","required":false,"visibility":"user-or-llm","description":"Type of search to perform (e.g., \\"search\\", \\"news\\", \\"images\\", \\"videos\\", \\"places\\", \\"shopping\\")"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Serper API Key"}}},"servicenow_aggregate":{"id":"servicenow_aggregate","name":"Aggregate ServiceNow Records","description":"Compute aggregate statistics (count, sum, average, min, max, group by) over a ServiceNow table","version":"1.0.0","params":{"instanceUrl":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow instance URL (e.g., https://instance.service-now.com)"},"username":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow password"},"tableName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Table name (e.g., incident, change_request, task)"},"query":{"type":"string","required":false,"visibility":"user-or-llm","description":"Encoded query string to filter records before aggregating (e.g., \\"active=true\\")"},"count":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Return the count of matching records"},"groupBy":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated fields to group results by (e.g., category,priority)"},"avgFields":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated numeric fields to average (e.g., reassignment_count)"},"sumFields":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated numeric fields to sum"},"minFields":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated fields to compute the minimum of"},"maxFields":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated fields to compute the maximum of"},"having":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter on aggregate results (e.g., \\"count>5\\")"},"displayValue":{"type":"string","required":false,"visibility":"user-or-llm","description":"Return display values for grouped reference fields: \\"true\\", \\"false\\", or \\"all\\""}}},"servicenow_create_record":{"id":"servicenow_create_record","name":"Create ServiceNow Record","description":"Create a new record in a ServiceNow table","version":"1.0.0","params":{"instanceUrl":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow instance URL (e.g., https://instance.service-now.com)"},"username":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow password"},"tableName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Table name (e.g., incident, task, sys_user)"},"fields":{"type":"json","required":true,"visibility":"user-or-llm","description":"Fields to set on the record as JSON object (e.g., {\\"short_description\\": \\"Issue title\\", \\"priority\\": \\"1\\"})"}}},"servicenow_delete_record":{"id":"servicenow_delete_record","name":"Delete ServiceNow Record","description":"Delete a record from a ServiceNow table","version":"1.0.0","params":{"instanceUrl":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow instance URL (e.g., https://instance.service-now.com)"},"username":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow password"},"tableName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Table name (e.g., incident, task, sys_user, change_request)"},"sysId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Record sys_id to delete (e.g., 6816f79cc0a8016401c5a33be04be441)"}}},"servicenow_download_attachment":{"id":"servicenow_download_attachment","name":"Download ServiceNow Attachment","description":"Download an attachment file from ServiceNow by its sys_id","version":"1.0.0","params":{"instanceUrl":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow instance URL (e.g., https://instance.service-now.com)"},"username":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow password"},"attachmentSysId":{"type":"string","required":true,"visibility":"user-or-llm","description":"sys_id of the attachment to download (from List Attachments)"}}},"servicenow_list_attachments":{"id":"servicenow_list_attachments","name":"List ServiceNow Attachments","description":"List the attachments on a ServiceNow record","version":"1.0.0","params":{"instanceUrl":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow instance URL (e.g., https://instance.service-now.com)"},"username":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow password"},"tableName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Table that owns the record (e.g., incident, change_request)"},"recordSysId":{"type":"string","required":true,"visibility":"user-or-llm","description":"sys_id of the record whose attachments should be listed"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of attachments to return"}}},"servicenow_read_record":{"id":"servicenow_read_record","name":"Read ServiceNow Records","description":"Read records from a ServiceNow table","version":"1.0.0","params":{"instanceUrl":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow instance URL (e.g., https://instance.service-now.com)"},"username":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow password"},"tableName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Table name (e.g., incident, task, sys_user, change_request)"},"sysId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Specific record sys_id (e.g., 6816f79cc0a8016401c5a33be04be441)"},"number":{"type":"string","required":false,"visibility":"user-or-llm","description":"Record number (e.g., INC0010001)"},"query":{"type":"string","required":false,"visibility":"user-or-llm","description":"Encoded query string (e.g., \\"active=true^priority=1\\")"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of records to return (e.g., 10, 50, 100)"},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of records to skip for pagination (e.g., 0, 10, 20)"},"fields":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of fields to return (e.g., sys_id,number,short_description,state)"},"displayValue":{"type":"string","required":false,"visibility":"user-or-llm","description":"Return display values for reference fields: \\"true\\" (display only), \\"false\\" (sys_id only), or \\"all\\" (both)"}}},"servicenow_update_record":{"id":"servicenow_update_record","name":"Update ServiceNow Record","description":"Update an existing record in a ServiceNow table","version":"1.0.0","params":{"instanceUrl":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow instance URL (e.g., https://instance.service-now.com)"},"username":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow password"},"tableName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Table name (e.g., incident, task, sys_user, change_request)"},"sysId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Record sys_id to update (e.g., 6816f79cc0a8016401c5a33be04be441)"},"fields":{"type":"json","required":true,"visibility":"user-or-llm","description":"Fields to update as JSON object (e.g., {\\"state\\": \\"2\\", \\"priority\\": \\"1\\"})"}}},"servicenow_upload_attachment":{"id":"servicenow_upload_attachment","name":"Upload ServiceNow Attachment","description":"Attach a file to a ServiceNow record","version":"1.0.0","params":{"instanceUrl":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow instance URL (e.g., https://instance.service-now.com)"},"username":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow password"},"tableName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Table that owns the record (e.g., incident, change_request)"},"recordSysId":{"type":"string","required":true,"visibility":"user-or-llm","description":"sys_id of the record to attach the file to"},"fileName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name to give the uploaded file (e.g., logs.txt)"},"file":{"type":"file","required":false,"visibility":"user-only","description":"File to upload (UserFile object)"}}},"ses_create_configuration_set":{"id":"ses_create_configuration_set","name":"SES Create Configuration Set","description":"Create an SES configuration set to control tracking, delivery, reputation, sending, and suppression behavior for emails","version":"1.0.0","params":{"region":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"accessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"secretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"configurationSetName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name of the configuration set (letters, numbers, hyphens, underscores)"},"customRedirectDomain":{"type":"string","required":false,"visibility":"user-or-llm","description":"Custom domain to use for open/click tracking links"},"httpsPolicy":{"type":"string","required":false,"visibility":"user-or-llm","description":"HTTPS policy for tracking links: REQUIRE, REQUIRE_OPEN_ONLY, or OPTIONAL"},"tlsPolicy":{"type":"string","required":false,"visibility":"user-or-llm","description":"Whether delivery requires TLS: REQUIRE or OPTIONAL"},"sendingPoolName":{"type":"string","required":false,"visibility":"user-or-llm","description":"Dedicated IP pool to associate with the configuration set"},"reputationMetricsEnabled":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to collect reputation metrics for emails using this configuration set"},"sendingEnabled":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether sending is enabled for this configuration set"},"suppressedReasons":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated reasons that trigger suppression: BOUNCE, COMPLAINT"},"tags":{"type":"json","required":false,"visibility":"user-or-llm","description":"JSON array of tags to associate with the configuration set: [{\\"key\\":\\"\\",\\"value\\":\\"\\"}]"}}},"ses_create_email_identity":{"id":"ses_create_email_identity","name":"SES Create Email Identity","description":"Start verification of a new SES email address or domain identity","version":"1.0.0","params":{"region":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"accessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"secretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"emailIdentity":{"type":"string","required":true,"visibility":"user-or-llm","description":"The email address or domain to verify"},"dkimSigningAttributes":{"type":"json","required":false,"visibility":"user-or-llm","description":"Bring-your-own-DKIM signing attributes as JSON (domainSigningSelector, domainSigningPrivateKey, nextSigningKeyLength). Domain identities only."},"tags":{"type":"json","required":false,"visibility":"user-or-llm","description":"JSON array of tags to associate with the identity: [{\\"key\\":\\"\\",\\"value\\":\\"\\"}]"},"configurationSetName":{"type":"string","required":false,"visibility":"user-or-llm","description":"Default configuration set to use when sending from this identity"}}},"ses_create_template":{"id":"ses_create_template","name":"SES Create Template","description":"Create a new SES email template for use with templated email sending","version":"1.0.0","params":{"region":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"accessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"secretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"templateName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Unique name for the email template"},"subjectPart":{"type":"string","required":true,"visibility":"user-or-llm","description":"Subject line template (supports {{variable}} substitution)"},"textPart":{"type":"string","required":false,"visibility":"user-or-llm","description":"Plain text version of the template body"},"htmlPart":{"type":"string","required":false,"visibility":"user-or-llm","description":"HTML version of the template body"}}},"ses_delete_email_identity":{"id":"ses_delete_email_identity","name":"SES Delete Email Identity","description":"Delete a verified SES email address or domain identity","version":"1.0.0","params":{"region":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"accessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"secretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"emailIdentity":{"type":"string","required":true,"visibility":"user-or-llm","description":"The email address or domain identity to delete"}}},"ses_delete_suppressed_destination":{"id":"ses_delete_suppressed_destination","name":"SES Delete Suppressed Destination","description":"Remove an email address from the account-level SES suppression list","version":"1.0.0","params":{"region":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"accessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"secretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"emailAddress":{"type":"string","required":true,"visibility":"user-or-llm","description":"The email address to remove from the suppression list"}}},"ses_delete_template":{"id":"ses_delete_template","name":"SES Delete Template","description":"Delete an existing SES email template","version":"1.0.0","params":{"region":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"accessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"secretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"templateName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name of the template to delete"}}},"ses_get_account":{"id":"ses_get_account","name":"SES Get Account","description":"Get SES account sending quota and status information","version":"1.0.0","params":{"region":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"accessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"secretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"}}},"ses_get_email_identity":{"id":"ses_get_email_identity","name":"SES Get Email Identity","description":"Retrieve verification status, DKIM, Mail-From, and policy details for an SES identity","version":"1.0.0","params":{"region":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"accessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"secretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"emailIdentity":{"type":"string","required":true,"visibility":"user-or-llm","description":"The email address or domain identity to look up"}}},"ses_get_suppressed_destination":{"id":"ses_get_suppressed_destination","name":"SES Get Suppressed Destination","description":"Retrieve details for a specific email address on the SES suppression 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Returns user profiles with names and avatars.","version":"1.0.0","params":{"authMethod":{"type":"string","required":false,"visibility":"user-only","description":"Authentication method: oauth or bot_token"},"botToken":{"type":"string","required":false,"visibility":"user-only","description":"Bot token for Custom Bot"},"accessToken":{"type":"string","required":false,"visibility":"hidden","description":"OAuth access token or bot token for Slack API"},"includeDeleted":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Include deactivated/deleted users (default: false)"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of users to return (default: 100, max: 200)"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor from a previous response.next_cursor"}},"oauth":{"required":true,"provider":"slack"}},"slack_lookup_canvas_sections":{"id":"slack_lookup_canvas_sections","name":"Slack Lookup Canvas Sections","description":"Find Slack canvas section IDs matching criteria for later edits","version":"1.0.0","params":{"authMethod":{"type":"string","required":false,"visibility":"user-only","description":"Authentication method: oauth or bot_token"},"botToken":{"type":"string","required":false,"visibility":"user-only","description":"Bot token for Custom Bot"},"accessToken":{"type":"string","required":false,"visibility":"hidden","description":"OAuth access token or bot token for Slack API"},"canvasId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Canvas ID to search (e.g., F1234ABCD)"},"criteria":{"type":"json","required":true,"visibility":"user-or-llm","description":"Section lookup criteria, such as {\\"section_types\\":[\\"h1\\"],\\"contains_text\\":\\"Roadmap\\"}"}},"oauth":{"required":true,"provider":"slack"}},"slack_message":{"id":"slack_message","name":"Slack Message","description":"Send messages to Slack channels or direct messages. Supports Slack mrkdwn formatting.","version":"1.0.0","params":{"authMethod":{"type":"string","required":false,"visibility":"user-only","description":"Authentication method: oauth or bot_token"},"destinationType":{"type":"string","required":false,"visibility":"user-or-llm","description":"Destination type: channel or dm"},"botToken":{"type":"string","required":false,"visibility":"user-only","description":"Bot token for Custom Bot"},"accessToken":{"type":"string","required":false,"visibility":"hidden","description":"OAuth access token or bot token for Slack API"},"channel":{"type":"string","required":false,"visibility":"user-or-llm","description":"Slack channel ID (e.g., C1234567890)"},"dmUserId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Slack user ID for direct messages (e.g., U1234567890)"},"text":{"type":"string","required":true,"visibility":"user-or-llm","description":"Message text to send (supports Slack mrkdwn formatting)"},"threadTs":{"type":"string","required":false,"visibility":"user-or-llm","description":"Thread timestamp to reply to (creates thread reply)"},"blocks":{"type":"json","required":false,"visibility":"user-or-llm","description":"Block Kit layout blocks as a JSON array. When provided, text becomes the fallback notification text."},"files":{"type":"file[]","required":false,"visibility":"user-only","description":"Files to attach to the message"}},"oauth":{"required":true,"provider":"slack"}},"slack_message_reader":{"id":"slack_message_reader","name":"Slack Message Reader","description":"Read the latest messages from Slack channels. Retrieve conversation history with filtering options.","version":"1.0.0","params":{"authMethod":{"type":"string","required":false,"visibility":"user-only","description":"Authentication method: oauth or bot_token"},"destinationType":{"type":"string","required":false,"visibility":"user-or-llm","description":"Destination type: channel or dm"},"botToken":{"type":"string","required":false,"visibility":"user-only","description":"Bot token for Custom Bot"},"accessToken":{"type":"string","required":false,"visibility":"hidden","description":"OAuth access token or bot token for Slack API"},"channel":{"type":"string","required":false,"visibility":"user-or-llm","description":"Slack channel ID to read messages from (e.g., C1234567890)"},"dmUserId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Slack user ID for DM conversation (e.g., U1234567890)"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of messages to retrieve (default: 10, max: 15)"},"oldest":{"type":"string","required":false,"visibility":"user-or-llm","description":"Start of time range (timestamp)"},"latest":{"type":"string","required":false,"visibility":"user-or-llm","description":"End of time range (timestamp)"}},"oauth":{"required":true,"provider":"slack"}},"slack_open_view":{"id":"slack_open_view","name":"Slack Open View","description":"Open a modal view in Slack using a trigger_id from an interaction payload. Used to display forms, confirmations, and other interactive modals.","version":"1.0.0","params":{"authMethod":{"type":"string","required":false,"visibility":"user-only","description":"Authentication method: oauth or bot_token"},"botToken":{"type":"string","required":false,"visibility":"user-only","description":"Bot token for Custom Bot"},"accessToken":{"type":"string","required":false,"visibility":"hidden","description":"OAuth access token or bot token for Slack API"},"triggerId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Exchange a trigger to post to the user. Obtained from an interaction payload (e.g., slash command, button click)"},"interactivityPointer":{"type":"string","required":false,"visibility":"user-or-llm","description":"Alternative to trigger_id for posting to user"},"view":{"type":"json","required":true,"visibility":"user-or-llm","description":"A view payload object defining the modal. Must include type (\\"modal\\"), title, and blocks array"}},"oauth":{"required":true,"provider":"slack"}},"slack_publish_view":{"id":"slack_publish_view","name":"Slack Publish View","description":"Publish a static view to a user\'s Home tab in Slack. Used to create or update the app\'s Home tab experience.","version":"1.0.0","params":{"authMethod":{"type":"string","required":false,"visibility":"user-only","description":"Authentication method: oauth or bot_token"},"botToken":{"type":"string","required":false,"visibility":"user-only","description":"Bot token for Custom Bot"},"accessToken":{"type":"string","required":false,"visibility":"hidden","description":"OAuth access token or bot token for Slack API"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The user ID to publish the Home tab view to (e.g., U0BPQUNTA)"},"hash":{"type":"string","required":false,"visibility":"user-or-llm","description":"View state hash to protect against race conditions. Obtained from a previous views response"},"view":{"type":"json","required":true,"visibility":"user-or-llm","description":"A view payload object defining the Home tab. Must include type (\\"home\\") and blocks array"}},"oauth":{"required":true,"provider":"slack"}},"slack_push_view":{"id":"slack_push_view","name":"Slack Push View","description":"Push a new view onto an existing modal stack in Slack. Limited to 2 additional views after the initial modal is opened.","version":"1.0.0","params":{"authMethod":{"type":"string","required":false,"visibility":"user-only","description":"Authentication method: oauth or bot_token"},"botToken":{"type":"string","required":false,"visibility":"user-only","description":"Bot token for Custom Bot"},"accessToken":{"type":"string","required":false,"visibility":"hidden","description":"OAuth access token or bot token for Slack API"},"triggerId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Exchange a trigger to post to the user. Obtained from an interaction payload (e.g., button click within an existing modal)"},"interactivityPointer":{"type":"string","required":false,"visibility":"user-or-llm","description":"Alternative to trigger_id for posting to user"},"view":{"type":"json","required":true,"visibility":"user-or-llm","description":"A view payload object defining the modal to push. Must include type (\\"modal\\"), title, and blocks array"}},"oauth":{"required":true,"provider":"slack"}},"slack_remove_reaction":{"id":"slack_remove_reaction","name":"Slack Remove Reaction","description":"Remove an emoji reaction from a Slack message","version":"1.0.0","params":{"authMethod":{"type":"string","required":false,"visibility":"user-only","description":"Authentication method: oauth or bot_token"},"botToken":{"type":"string","required":false,"visibility":"user-only","description":"Bot token for Custom Bot"},"accessToken":{"type":"string","required":false,"visibility":"hidden","description":"OAuth access token or bot token for Slack API"},"channel":{"type":"string","required":true,"visibility":"user-or-llm","description":"Channel ID where the message was posted (e.g., C1234567890)"},"timestamp":{"type":"string","required":true,"visibility":"user-or-llm","description":"Timestamp of the message to remove reaction from (e.g., 1405894322.002768)"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name of the emoji reaction to remove (without colons, e.g., thumbsup, heart, eyes)"}},"oauth":{"required":true,"provider":"slack"}},"slack_rename_conversation":{"id":"slack_rename_conversation","name":"Slack Rename Conversation","description":"Rename an existing Slack channel.","version":"1.0.0","params":{"authMethod":{"type":"string","required":false,"visibility":"user-only","description":"Authentication method: oauth or bot_token"},"botToken":{"type":"string","required":false,"visibility":"user-only","description":"Bot token for Custom Bot"},"accessToken":{"type":"string","required":false,"visibility":"hidden","description":"OAuth access token or bot token for Slack API"},"channel":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the channel to rename (e.g., C1234567890)"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"New channel name (lowercase letters, numbers, hyphens, underscores only; max 80 characters)"}},"oauth":{"required":true,"provider":"slack"}},"slack_schedule_message":{"id":"slack_schedule_message","name":"Slack Schedule Message","description":"Schedule a message to be sent to a Slack channel or DM at a future time.","version":"1.0.0","params":{"authMethod":{"type":"string","required":false,"visibility":"user-only","description":"Authentication method: oauth or bot_token"},"botToken":{"type":"string","required":false,"visibility":"user-only","description":"Bot token for Custom Bot"},"accessToken":{"type":"string","required":false,"visibility":"hidden","description":"OAuth access token or bot token for Slack API"},"channel":{"type":"string","required":true,"visibility":"user-or-llm","description":"Channel, private group, or DM to receive the message (e.g., C1234567890)"},"postAt":{"type":"number","required":true,"visibility":"user-or-llm","description":"Unix timestamp (seconds) representing the future time the message should post"},"text":{"type":"string","required":false,"visibility":"user-or-llm","description":"Message text to send (supports Slack mrkdwn formatting)"},"blocks":{"type":"json","required":false,"visibility":"user-or-llm","description":"Block Kit layout blocks as a JSON array. When provided, text becomes the fallback notification text."},"threadTs":{"type":"string","required":false,"visibility":"user-or-llm","description":"Thread timestamp to reply to (creates a scheduled thread reply)"}},"oauth":{"required":true,"provider":"slack"}},"slack_set_conversation_purpose":{"id":"slack_set_conversation_purpose","name":"Slack Set Conversation Purpose","description":"Set the purpose (description) for a Slack channel (max 250 characters).","version":"1.0.0","params":{"authMethod":{"type":"string","required":false,"visibility":"user-only","description":"Authentication method: oauth or bot_token"},"botToken":{"type":"string","required":false,"visibility":"user-only","description":"Bot token for Custom Bot"},"accessToken":{"type":"string","required":false,"visibility":"hidden","description":"OAuth access token or bot token for Slack API"},"channel":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the channel to update (e.g., C1234567890)"},"purpose":{"type":"string","required":true,"visibility":"user-or-llm","description":"New purpose/description text (max 250 characters)"}},"oauth":{"required":true,"provider":"slack"}},"slack_set_conversation_topic":{"id":"slack_set_conversation_topic","name":"Slack Set Conversation Topic","description":"Set the topic for a Slack channel (max 250 characters).","version":"1.0.0","params":{"authMethod":{"type":"string","required":false,"visibility":"user-only","description":"Authentication method: oauth or bot_token"},"botToken":{"type":"string","required":false,"visibility":"user-only","description":"Bot token for Custom Bot"},"accessToken":{"type":"string","required":false,"visibility":"hidden","description":"OAuth access token or bot token for Slack API"},"channel":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the channel to update (e.g., C1234567890)"},"topic":{"type":"string","required":true,"visibility":"user-or-llm","description":"New topic text (max 250 characters; no formatting or linkification)"}},"oauth":{"required":true,"provider":"slack"}},"slack_set_status":{"id":"slack_set_status","name":"Slack Set Assistant Status","description":"Set or clear the assistant thread status indicator (the loading shimmer) on a Slack AI app thread. Pass an empty status to clear it.","version":"1.0.0","params":{"authMethod":{"type":"string","required":false,"visibility":"user-only","description":"Authentication method: oauth or bot_token"},"botToken":{"type":"string","required":false,"visibility":"user-only","description":"Bot token for Custom Bot"},"accessToken":{"type":"string","required":false,"visibility":"hidden","description":"OAuth access token or bot token for Slack API"},"channel":{"type":"string","required":true,"visibility":"user-or-llm","description":"Channel ID containing the assistant thread (e.g., C1234567890 or D1234567890)"},"threadTs":{"type":"string","required":true,"visibility":"user-or-llm","description":"Thread timestamp (thread_ts) of the assistant thread (e.g., 1405894322.002768)"},"status":{"type":"string","required":false,"visibility":"user-or-llm","description":"Status text to display, e.g. \'Working on it…\'. Omit or pass an empty string to clear the status."},"loadingMessages":{"type":"json","required":false,"visibility":"user-or-llm","description":"Optional list of messages to rotate through as an animated loading indicator (max 10)."}},"oauth":{"required":true,"provider":"slack"}},"slack_set_suggested_prompts":{"id":"slack_set_suggested_prompts","name":"Slack Set Suggested Prompts","description":"Set the clickable suggested prompts shown in a Slack assistant thread (the prompt chips in an AI app).","version":"1.0.0","params":{"authMethod":{"type":"string","required":false,"visibility":"user-only","description":"Authentication method: oauth or bot_token"},"botToken":{"type":"string","required":false,"visibility":"user-only","description":"Bot token for Custom Bot"},"accessToken":{"type":"string","required":false,"visibility":"hidden","description":"OAuth access token or bot token for Slack API"},"channel":{"type":"string","required":true,"visibility":"user-or-llm","description":"Channel ID containing the assistant thread (e.g., C1234567890 or D1234567890)"},"threadTs":{"type":"string","required":true,"visibility":"user-or-llm","description":"Thread timestamp (thread_ts) of the assistant thread (e.g., 1405894322.002768)"},"prompts":{"type":"json","required":true,"visibility":"user-or-llm","description":"Array of prompts, each with a \\"title\\" (shown on the chip) and a \\"message\\" (sent when clicked). Max 4."},"promptsTitle":{"type":"string","required":false,"visibility":"user-or-llm","description":"Optional heading for the prompt list, e.g. \'Suggested Prompts\'"}},"oauth":{"required":true,"provider":"slack"}},"slack_set_title":{"id":"slack_set_title","name":"Slack Set Assistant Title","description":"Set the title of a Slack assistant thread (shown in the AI app thread header).","version":"1.0.0","params":{"authMethod":{"type":"string","required":false,"visibility":"user-only","description":"Authentication method: oauth or bot_token"},"botToken":{"type":"string","required":false,"visibility":"user-only","description":"Bot token for Custom Bot"},"accessToken":{"type":"string","required":false,"visibility":"hidden","description":"OAuth access token or bot token for Slack API"},"channel":{"type":"string","required":true,"visibility":"user-or-llm","description":"Channel ID containing the assistant thread (e.g., C1234567890 or D1234567890)"},"threadTs":{"type":"string","required":true,"visibility":"user-or-llm","description":"Thread timestamp (thread_ts) of the assistant thread (e.g., 1405894322.002768)"},"title":{"type":"string","required":true,"visibility":"user-or-llm","description":"The title to display for the assistant thread"}},"oauth":{"required":true,"provider":"slack"}},"slack_update_message":{"id":"slack_update_message","name":"Slack Update Message","description":"Update a message previously sent by the bot in Slack","version":"1.0.0","params":{"authMethod":{"type":"string","required":false,"visibility":"user-only","description":"Authentication method: oauth or bot_token"},"botToken":{"type":"string","required":false,"visibility":"user-only","description":"Bot token for Custom Bot"},"accessToken":{"type":"string","required":false,"visibility":"hidden","description":"OAuth access token or bot token for Slack API"},"channel":{"type":"string","required":true,"visibility":"user-or-llm","description":"Channel ID where the message was posted (e.g., C1234567890)"},"timestamp":{"type":"string","required":true,"visibility":"user-or-llm","description":"Timestamp of the message to update (e.g., 1405894322.002768)"},"text":{"type":"string","required":true,"visibility":"user-or-llm","description":"New message text (supports Slack mrkdwn formatting)"},"blocks":{"type":"json","required":false,"visibility":"user-or-llm","description":"Block Kit layout blocks as a JSON array. When provided, text becomes the fallback notification text."}},"oauth":{"required":true,"provider":"slack"}},"slack_update_view":{"id":"slack_update_view","name":"Slack Update View","description":"Update an existing modal view in Slack. Identify the view by view_id or external_id, and provide the updated view payload.","version":"1.0.0","params":{"authMethod":{"type":"string","required":false,"visibility":"user-only","description":"Authentication method: oauth or bot_token"},"botToken":{"type":"string","required":false,"visibility":"user-only","description":"Bot token for Custom Bot"},"accessToken":{"type":"string","required":false,"visibility":"hidden","description":"OAuth access token or bot token for Slack API"},"viewId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Unique identifier of the view to update. Either viewId or externalId is required"},"externalId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Developer-set unique identifier of the view to update (max 255 chars). Either viewId or externalId is required"},"hash":{"type":"string","required":false,"visibility":"user-or-llm","description":"View state hash to protect against race conditions. Obtained from a previous views response"},"view":{"type":"json","required":true,"visibility":"user-or-llm","description":"A view payload object defining the updated modal. Must include type (\\"modal\\"), title, and blocks array. Use identical block_id and action_id values to preserve input data"}},"oauth":{"required":true,"provider":"slack"}},"sms_send":{"id":"sms_send","name":"Send SMS","description":"Send an SMS message using the internal SMS service powered by Twilio","version":"1.0.0","params":{"to":{"type":"string","required":true,"visibility":"user-or-llm","description":"Recipient phone number (include country code, e.g., +1234567890)"},"body":{"type":"string","required":true,"visibility":"user-or-llm","description":"SMS message content"}}},"smtp_send_mail":{"id":"smtp_send_mail","name":"SMTP Send Mail","description":"Send emails via SMTP server","version":"1.0.0","params":{"smtpHost":{"type":"string","required":true,"visibility":"user-only","description":"SMTP server hostname (e.g., smtp.gmail.com)"},"smtpPort":{"type":"number","required":true,"visibility":"user-only","description":"SMTP server port (587 for TLS, 465 for SSL)"},"smtpUsername":{"type":"string","required":true,"visibility":"user-only","description":"SMTP authentication username"},"smtpPassword":{"type":"string","required":true,"visibility":"user-only","description":"SMTP authentication password"},"smtpSecure":{"type":"string","required":true,"visibility":"user-only","description":"Security protocol (TLS, SSL, or None)"},"from":{"type":"string","required":true,"visibility":"user-or-llm","description":"Sender email address"},"to":{"type":"string","required":true,"visibility":"user-or-llm","description":"Recipient email address"},"subject":{"type":"string","required":true,"visibility":"user-or-llm","description":"Email subject"},"body":{"type":"string","required":true,"visibility":"user-or-llm","description":"Email body content"},"contentType":{"type":"string","required":false,"visibility":"user-or-llm","description":"Content type (text or html)"},"fromName":{"type":"string","required":false,"visibility":"user-or-llm","description":"Display name for sender"},"cc":{"type":"string","required":false,"visibility":"user-or-llm","description":"CC recipients (comma-separated)"},"bcc":{"type":"string","required":false,"visibility":"user-or-llm","description":"BCC recipients (comma-separated)"},"replyTo":{"type":"string","required":false,"visibility":"user-or-llm","description":"Reply-to email address"},"attachments":{"type":"file[]","required":false,"visibility":"user-only","description":"Files to attach to the email"}}},"sportmonks_core_get_cities":{"id":"sportmonks_core_get_cities","name":"Get Cities","description":"Retrieve all cities from the Sportmonks Core API","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Sportmonks API token"},"include":{"type":"string","required":false,"visibility":"user-or-llm","description":"Semicolon-separated relations to enrich the response (e.g. region)"},"filters":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filters to apply"},"per_page":{"type":"string","required":false,"visibility":"user-or-llm","description":"Number of results per page (max 50, default 25)"},"page":{"type":"string","required":false,"visibility":"user-or-llm","description":"Page number to retrieve"},"order":{"type":"string","required":false,"visibility":"user-or-llm","description":"Order direction (asc or desc)"}}},"sportmonks_core_get_city":{"id":"sportmonks_core_get_city","name":"Get City by ID","description":"Retrieve a single city by its ID from the Sportmonks Core API","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Sportmonks API token"},"cityId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The unique id of the city"},"include":{"type":"string","required":false,"visibility":"user-or-llm","description":"Semicolon-separated relations to enrich the response (e.g. region)"}}},"sportmonks_core_get_continent":{"id":"sportmonks_core_get_continent","name":"Get Continent by ID","description":"Retrieve a single continent by its ID from the Sportmonks Core API","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Sportmonks API token"},"continentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The unique id of the continent"},"include":{"type":"string","required":false,"visibility":"user-or-llm","description":"Semicolon-separated relations to enrich the response (e.g. countries)"}}},"sportmonks_core_get_continents":{"id":"sportmonks_core_get_continents","name":"Get Continents","description":"Retrieve all continents from the Sportmonks Core API","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Sportmonks API token"},"include":{"type":"string","required":false,"visibility":"user-or-llm","description":"Semicolon-separated relations to enrich the response (e.g. countries)"},"per_page":{"type":"string","required":false,"visibility":"user-or-llm","description":"Number of results per page (max 50, default 25)"},"page":{"type":"string","required":false,"visibility":"user-or-llm","description":"Page number to retrieve"},"order":{"type":"string","required":false,"visibility":"user-or-llm","description":"Order direction (asc or desc)"}}},"sportmonks_core_get_countries":{"id":"sportmonks_core_get_countries","name":"Get Countries","description":"Retrieve all countries from the Sportmonks Core API","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Sportmonks API token"},"include":{"type":"string","required":false,"visibility":"user-or-llm","description":"Semicolon-separated relations to enrich the response (e.g. 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Higher values make output more random, lower values more focused and deterministic."},"responseFormat":{"type":"string","required":false,"visibility":"user-or-llm","description":"Output format for the transcription (e.g., \\"json\\", \\"text\\", \\"srt\\", \\"verbose_json\\", \\"vtt\\")"}}},"supabase_count":{"id":"supabase_count","name":"Supabase Count","description":"Count rows in a Supabase table","version":"1.0.0","params":{"projectId":{"type":"string","required":true,"visibility":"user-only","description":"Your Supabase project ID (e.g., jdrkgepadsdopsntdlom)"},"table":{"type":"string","required":true,"visibility":"user-or-llm","description":"The name of the Supabase table to count rows from"},"schema":{"type":"string","required":false,"visibility":"user-or-llm","description":"Database schema to count from (default: public). Use this to access tables in other schemas."},"filter":{"type":"string","required":false,"visibility":"user-or-llm","description":"PostgREST filter (e.g., \\"status=eq.active\\")"},"countType":{"type":"string","required":false,"visibility":"user-or-llm","description":"Count type: exact, planned, or estimated (default: exact)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Your Supabase service role secret key"}}},"supabase_delete":{"id":"supabase_delete","name":"Supabase Delete Row","description":"Delete rows from a Supabase table based on filter criteria","version":"1.0.0","params":{"projectId":{"type":"string","required":true,"visibility":"user-only","description":"Your Supabase project ID (e.g., jdrkgepadsdopsntdlom)"},"table":{"type":"string","required":true,"visibility":"user-or-llm","description":"The name of the Supabase table to delete from"},"schema":{"type":"string","required":false,"visibility":"user-or-llm","description":"Database schema to delete from (default: public). 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Use this to access tables in other schemas."},"select":{"type":"string","required":false,"visibility":"user-or-llm","description":"Columns to return (comma-separated). 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role secret key"}}},"supabase_storage_upload":{"id":"supabase_storage_upload","name":"Supabase Storage Upload","description":"Upload a file to a Supabase storage bucket","version":"1.0.0","params":{"projectId":{"type":"string","required":true,"visibility":"user-only","description":"Your Supabase project ID (e.g., jdrkgepadsdopsntdlom)"},"bucket":{"type":"string","required":true,"visibility":"user-or-llm","description":"The name of the storage bucket"},"fileName":{"type":"string","required":true,"visibility":"user-or-llm","description":"The name of the file (e.g., \\"document.pdf\\", \\"image.jpg\\")"},"path":{"type":"string","required":false,"visibility":"user-or-llm","description":"Optional folder path (e.g., \\"folder/subfolder/\\")"},"fileData":{"type":"json","required":true,"visibility":"user-or-llm","description":"File to upload - UserFile object (basic mode) or string content (advanced mode: base64 or plain text). Supports data URLs."},"contentType":{"type":"string","required":false,"visibility":"user-or-llm","description":"MIME type of the file (e.g., \\"image/jpeg\\", \\"text/plain\\")"},"cacheControl":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cache-Control header value in seconds for the stored object (e.g., \\"3600\\"; default: \\"3600\\")"},"upsert":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"If true, overwrites existing file (default: false)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Your Supabase service role secret key"}}},"supabase_text_search":{"id":"supabase_text_search","name":"Supabase Text Search","description":"Perform full-text search on a Supabase table","version":"1.0.0","params":{"projectId":{"type":"string","required":true,"visibility":"user-only","description":"Your Supabase project ID (e.g., jdrkgepadsdopsntdlom)"},"table":{"type":"string","required":true,"visibility":"user-or-llm","description":"The name of the Supabase table to search"},"schema":{"type":"string","required":false,"visibility":"user-or-llm","description":"Database schema to search in (default: public). Use this to access tables in other schemas."},"column":{"type":"string","required":true,"visibility":"user-or-llm","description":"The column to search in"},"query":{"type":"string","required":true,"visibility":"user-or-llm","description":"The search query"},"searchType":{"type":"string","required":false,"visibility":"user-or-llm","description":"Search type: plain, phrase, or websearch (default: websearch)"},"language":{"type":"string","required":false,"visibility":"user-or-llm","description":"Language for text search configuration (default: english)"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of rows to return"},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of rows to skip (for pagination)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Your Supabase service role secret key"}}},"supabase_update":{"id":"supabase_update","name":"Supabase Update Row","description":"Update rows in a Supabase table based on filter criteria","version":"1.0.0","params":{"projectId":{"type":"string","required":true,"visibility":"user-only","description":"Your Supabase project ID (e.g., jdrkgepadsdopsntdlom)"},"table":{"type":"string","required":true,"visibility":"user-or-llm","description":"The name of the Supabase table to update"},"schema":{"type":"string","required":false,"visibility":"user-or-llm","description":"Database schema to update in (default: public). Use this to access tables in other schemas."},"filter":{"type":"string","required":true,"visibility":"user-or-llm","description":"PostgREST filter to identify rows to update (e.g., \\"id=eq.123\\")"},"data":{"type":"object","required":true,"visibility":"user-or-llm","description":"Data to update in the matching rows"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Your Supabase service role secret key"}}},"supabase_upsert":{"id":"supabase_upsert","name":"Supabase Upsert","description":"Insert or update data in a Supabase table (upsert operation)","version":"1.0.0","params":{"projectId":{"type":"string","required":true,"visibility":"user-only","description":"Your Supabase project ID (e.g., jdrkgepadsdopsntdlom)"},"table":{"type":"string","required":true,"visibility":"user-or-llm","description":"The name of the Supabase table to upsert data into"},"schema":{"type":"string","required":false,"visibility":"user-or-llm","description":"Database schema to upsert into (default: public). Use this to access tables in other schemas."},"data":{"type":"array","required":true,"visibility":"user-or-llm","description":"The data to upsert (insert or update) - array of objects or a single object"},"onConflict":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated column(s) with a unique or primary key constraint to resolve conflicts on (e.g., \\"email\\"). Defaults to the primary key."},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Your Supabase service role secret key"}}},"supabase_vector_search":{"id":"supabase_vector_search","name":"Supabase Vector Search","description":"Perform similarity search using pgvector in a Supabase table","version":"1.0.0","params":{"projectId":{"type":"string","required":true,"visibility":"user-only","description":"Your Supabase project ID (e.g., jdrkgepadsdopsntdlom)"},"functionName":{"type":"string","required":true,"visibility":"user-or-llm","description":"The name of the PostgreSQL function that performs vector search (e.g., match_documents)"},"queryEmbedding":{"type":"array","required":true,"visibility":"user-or-llm","description":"The query vector/embedding to search for similar items"},"matchThreshold":{"type":"number","required":false,"visibility":"user-or-llm","description":"Minimum similarity threshold (0-1), typically 0.7-0.9"},"matchCount":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of results to return (default: 10)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Your Supabase service role secret key"}}},"table_batch_insert_rows":{"id":"table_batch_insert_rows","name":"Batch Insert Rows","description":"Insert multiple rows into a table at once (up to 1000 rows)","version":"1.0.0","params":{"tableId":{"type":"string","required":true,"description":"Table ID","visibility":"user-only"},"rows":{"type":"array","required":true,"description":"Array of row data objects (max 1000 rows)","visibility":"user-or-llm"}}},"table_create":{"id":"table_create","name":"Create Table","description":"Create a new user-defined table with schema","version":"1.0.0","params":{"name":{"type":"string","required":true,"description":"Table name (alphanumeric, underscores, 1-50 chars)","visibility":"user-or-llm"},"description":{"type":"string","required":false,"description":"Optional table description","visibility":"user-or-llm"},"schema":{"type":"object","required":true,"description":"Table schema with column definitions","visibility":"user-or-llm"}}},"table_delete_row":{"id":"table_delete_row","name":"Delete Row","description":"Delete a row from a table","version":"1.0.0","params":{"tableId":{"type":"string","required":true,"description":"Table ID","visibility":"user-only"},"rowId":{"type":"string","required":true,"description":"Row ID to delete","visibility":"user-or-llm"}}},"table_delete_rows_by_filter":{"id":"table_delete_rows_by_filter","name":"Delete Rows by Filter","description":"Delete multiple rows that match filter criteria. Use with caution - supports optional limit for safety.","version":"1.0.0","params":{"tableId":{"type":"string","required":true,"description":"Table ID","visibility":"user-only"},"filter":{"type":"object","required":true,"description":"Filter criteria using operators like $eq, $ne, $gt, $lt, $contains, $ncontains, $startsWith, $endsWith, $in, $nin, $empty, etc.","visibility":"user-or-llm"},"limit":{"type":"number","required":false,"description":"Maximum number of rows to delete (default: no limit, max: 1000)","visibility":"user-or-llm"}}},"table_get_row":{"id":"table_get_row","name":"Get Row","description":"Get a single row by ID","version":"1.0.0","params":{"tableId":{"type":"string","required":true,"description":"Table ID","visibility":"user-only"},"rowId":{"type":"string","required":true,"description":"Row ID to retrieve","visibility":"user-or-llm"}}},"table_get_schema":{"id":"table_get_schema","name":"Get Schema","description":"Get the schema configuration of a table","version":"1.0.0","params":{"tableId":{"type":"string","required":true,"description":"Table ID","visibility":"user-only"}}},"table_insert_row":{"id":"table_insert_row","name":"Insert Row","description":"Insert a new row into a table. IMPORTANT: You must use the \\"data\\" parameter (not \\"values\\", \\"row\\", \\"fields\\", or other variations) to specify the row contents.","version":"1.0.0","params":{"tableId":{"type":"string","required":true,"description":"Table ID","visibility":"user-only"},"data":{"type":"object","required":true,"description":"Row data as JSON object","visibility":"user-or-llm"}}},"table_list":{"id":"table_list","name":"List Tables","description":"List all tables in the workspace","version":"1.0.0","params":{}},"table_query_rows":{"id":"table_query_rows","name":"Query Rows","description":"Query rows from a table with filtering, sorting, and pagination","version":"1.0.0","params":{"tableId":{"type":"string","required":true,"description":"Table ID","visibility":"user-only"},"filter":{"type":"object","required":false,"description":"Filter conditions (MongoDB-style operators: $eq, $ne, $gt, $gte, $lt, $lte, $in, $nin, $contains, $ncontains, $startsWith, $endsWith, $empty)","visibility":"user-or-llm"},"sort":{"type":"object","required":false,"description":"Sort order as {field: \\"asc\\"|\\"desc\\"}","visibility":"user-or-llm"},"limit":{"type":"number","required":false,"description":"Maximum rows to return (default: 100, max: 1000)","visibility":"user-or-llm"},"offset":{"type":"number","required":false,"description":"Number of rows to skip (default: 0)","visibility":"user-or-llm"}}},"table_query_rows_v2":{"id":"table_query_rows_v2","name":"Query Rows","description":"Query rows with a typed predicate filter and cursor pagination. Filter is a predicate tree: `{\\"all\\":[{\\"field\\":\\"wins\\",\\"op\\":\\"gte\\",\\"value\\":10},{\\"field\\":\\"status\\",\\"op\\":\\"in\\",\\"value\\":[\\"active\\",\\"pending\\"]}]}` (`all` = AND, `any` = OR; groups nest). Operators: eq, ne, gt, gte, lt, lte, in, nin, like, ilike, nlike, nilike, contains, startsWith, endsWith, isNull, isNotNull, isEmpty, isNotEmpty. Order is a sort spec, e.g. `[{\\"field\\":\\"wins\\",\\"direction\\":\\"desc\\"}]`. Omit limit to return the entire result — the query fails if it exceeds the 5MB budget (narrow with a filter or set a limit). With a limit, a page can end early at the byte budget: a non-null nextCursor means more rows exist — pass it back as cursor to continue; never infer completion from page size.","version":"1.0.0","params":{"tableId":{"type":"string","required":true,"description":"Table ID","visibility":"user-only"},"filter":{"type":"json","required":false,"description":"Predicate tree, e.g. `{\\"all\\":[{\\"field\\":\\"wins\\",\\"op\\":\\"gte\\",\\"value\\":10}]}`. Omit to match all rows.","visibility":"user-or-llm"},"order":{"type":"json","required":false,"description":"Sort spec, e.g. `[{\\"field\\":\\"wins\\",\\"direction\\":\\"desc\\"}]`.","visibility":"user-or-llm"},"limit":{"type":"number","required":false,"description":"Maximum rows per page. Omit to return the entire matching result — fails if it exceeds the 5MB budget. With a limit, pages may byte-cut early and set nextCursor when more remain.","visibility":"user-or-llm"},"cursor":{"type":"string","required":false,"description":"Opaque pagination cursor returned by a prior query. Omit for the first page.","visibility":"user-or-llm"}}},"table_update_row":{"id":"table_update_row","name":"Update Row","description":"Update an existing row in a table. Supports partial updates - only include the fields you want to change. IMPORTANT: You must use the \\"data\\" parameter (not \\"values\\", \\"row\\", \\"fields\\", or other variations) to specify the fields to update.","version":"1.0.0","params":{"tableId":{"type":"string","required":true,"description":"Table ID","visibility":"user-only"},"rowId":{"type":"string","required":true,"description":"Row ID to update","visibility":"user-or-llm"},"data":{"type":"object","required":true,"description":"Updated row data","visibility":"user-or-llm"}}},"table_update_rows_by_filter":{"id":"table_update_rows_by_filter","name":"Update Rows by Filter","description":"Update multiple rows that match filter criteria. Data is merged with existing row data.","version":"1.0.0","params":{"tableId":{"type":"string","required":true,"description":"Table ID","visibility":"user-only"},"filter":{"type":"object","required":true,"description":"Filter criteria using operators like $eq, $ne, $gt, $lt, $contains, $ncontains, $startsWith, $endsWith, $in, $nin, $empty, etc.","visibility":"user-or-llm"},"data":{"type":"object","required":true,"description":"Fields to update (merged with existing data)","visibility":"user-or-llm"},"limit":{"type":"number","required":false,"description":"Maximum number of rows to update (default: no limit, max: 1000)","visibility":"user-or-llm"}}},"table_upsert_row":{"id":"table_upsert_row","name":"Upsert Row","description":"Insert or update a row based on unique column constraints. If a row with matching unique field exists, update it; otherwise insert a new row. IMPORTANT: You must use the \\"data\\" parameter (not \\"values\\", \\"row\\", \\"fields\\", or other variations) to specify the row contents.","version":"1.0.0","params":{"tableId":{"type":"string","required":true,"description":"Table ID","visibility":"user-only"},"data":{"type":"object","required":true,"description":"Row data to insert or update","visibility":"user-or-llm"},"conflictTarget":{"type":"string","required":false,"description":"Unique column to match on. Required only when the table has more than one unique column.","visibility":"user-only"}}},"tailscale_authorize_device":{"id":"tailscale_authorize_device","name":"Tailscale Authorize Device","description":"Authorize or deauthorize a device on the tailnet","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Tailscale API key"},"tailnet":{"type":"string","required":true,"visibility":"user-or-llm","description":"Tailnet name (e.g., example.com) or \\"-\\" for default"},"deviceId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Device ID to authorize"},"authorized":{"type":"boolean","required":true,"visibility":"user-or-llm","description":"Whether to authorize (true) or deauthorize (false) the device"}}},"tailscale_create_auth_key":{"id":"tailscale_create_auth_key","name":"Tailscale Create Auth Key","description":"Create a new auth key for the tailnet to pre-authorize devices","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Tailscale API key"},"tailnet":{"type":"string","required":true,"visibility":"user-or-llm","description":"Tailnet name (e.g., example.com) or \\"-\\" for default"},"reusable":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the key can be used more than once","default":false},"ephemeral":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether devices authenticated with this key are ephemeral","default":false},"preauthorized":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether devices are pre-authorized (skip manual approval)","default":true},"tags":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of tags for devices using this key (e.g., \\"tag:server,tag:prod\\")"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Description for the auth key"},"expirySeconds":{"type":"number","required":false,"visibility":"user-or-llm","description":"Key expiry time in seconds (default: 90 days)"}}},"tailscale_delete_auth_key":{"id":"tailscale_delete_auth_key","name":"Tailscale Delete Auth Key","description":"Revoke and delete an auth key","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Tailscale API key"},"tailnet":{"type":"string","required":true,"visibility":"user-or-llm","description":"Tailnet name (e.g., example.com) or \\"-\\" for default"},"keyId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Auth key ID to delete"}}},"tailscale_delete_device":{"id":"tailscale_delete_device","name":"Tailscale Delete Device","description":"Remove a device from the tailnet","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Tailscale API key"},"tailnet":{"type":"string","required":true,"visibility":"user-or-llm","description":"Tailnet name (e.g., example.com) or \\"-\\" for default"},"deviceId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Device ID to delete"}}},"tailscale_delete_user":{"id":"tailscale_delete_user","name":"Tailscale Delete User","description":"Delete a user from the tailnet","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Tailscale API key"},"tailnet":{"type":"string","required":true,"visibility":"user-or-llm","description":"Tailnet name (e.g., example.com) or \\"-\\" for default"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"User ID to delete"}}},"tailscale_expire_device_key":{"id":"tailscale_expire_device_key","name":"Tailscale Expire Device Key","description":"Immediately expire a device\'s node key, requiring it to re-authenticate before it can reconnect to the tailnet","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Tailscale API key"},"tailnet":{"type":"string","required":true,"visibility":"user-or-llm","description":"Tailnet name (e.g., example.com) or \\"-\\" for default"},"deviceId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Device ID to expire the key for"}}},"tailscale_get_acl":{"id":"tailscale_get_acl","name":"Tailscale Get ACL","description":"Get the current ACL policy for the tailnet","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Tailscale API key"},"tailnet":{"type":"string","required":true,"visibility":"user-or-llm","description":"Tailnet name (e.g., example.com) or \\"-\\" for default"}}},"tailscale_get_auth_key":{"id":"tailscale_get_auth_key","name":"Tailscale Get Auth Key","description":"Get details of a specific auth key","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Tailscale API key"},"tailnet":{"type":"string","required":true,"visibility":"user-or-llm","description":"Tailnet name (e.g., example.com) or \\"-\\" for default"},"keyId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Auth key ID"}}},"tailscale_get_device":{"id":"tailscale_get_device","name":"Tailscale Get Device","description":"Get details of a specific device by ID","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Tailscale API key"},"tailnet":{"type":"string","required":true,"visibility":"user-or-llm","description":"Tailnet name (e.g., example.com) or \\"-\\" for default"},"deviceId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Device ID"}}},"tailscale_get_device_routes":{"id":"tailscale_get_device_routes","name":"Tailscale Get Device Routes","description":"Get the subnet routes for a device","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Tailscale API key"},"tailnet":{"type":"string","required":true,"visibility":"user-or-llm","description":"Tailnet name (e.g., example.com) or \\"-\\" for default"},"deviceId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Device ID"}}},"tailscale_get_dns_preferences":{"id":"tailscale_get_dns_preferences","name":"Tailscale Get DNS Preferences","description":"Get the DNS preferences for the tailnet including MagicDNS status","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Tailscale API key"},"tailnet":{"type":"string","required":true,"visibility":"user-or-llm","description":"Tailnet name (e.g., example.com) or \\"-\\" for default"}}},"tailscale_get_dns_searchpaths":{"id":"tailscale_get_dns_searchpaths","name":"Tailscale Get DNS Search Paths","description":"Get the DNS search paths configured for the tailnet","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Tailscale API key"},"tailnet":{"type":"string","required":true,"visibility":"user-or-llm","description":"Tailnet name (e.g., example.com) or \\"-\\" for default"}}},"tailscale_list_auth_keys":{"id":"tailscale_list_auth_keys","name":"Tailscale List Auth Keys","description":"List all auth keys in the tailnet","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Tailscale API key"},"tailnet":{"type":"string","required":true,"visibility":"user-or-llm","description":"Tailnet name (e.g., example.com) or \\"-\\" for default"}}},"tailscale_list_devices":{"id":"tailscale_list_devices","name":"Tailscale List Devices","description":"List all devices in the tailnet","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Tailscale API key"},"tailnet":{"type":"string","required":true,"visibility":"user-or-llm","description":"Tailnet name (e.g., example.com) or \\"-\\" for default"}}},"tailscale_list_dns_nameservers":{"id":"tailscale_list_dns_nameservers","name":"Tailscale List DNS Nameservers","description":"Get the DNS nameservers configured for the tailnet","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Tailscale API key"},"tailnet":{"type":"string","required":true,"visibility":"user-or-llm","description":"Tailnet name (e.g., example.com) or \\"-\\" for default"}}},"tailscale_list_users":{"id":"tailscale_list_users","name":"Tailscale List Users","description":"List all users in the tailnet","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Tailscale API key"},"tailnet":{"type":"string","required":true,"visibility":"user-or-llm","description":"Tailnet name (e.g., example.com) or \\"-\\" for default"}}},"tailscale_set_acl":{"id":"tailscale_set_acl","name":"Tailscale Set ACL","description":"Replace the ACL policy file for the tailnet","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Tailscale API key"},"tailnet":{"type":"string","required":true,"visibility":"user-or-llm","description":"Tailnet name (e.g., example.com) or \\"-\\" for default"},"acl":{"type":"string","required":true,"visibility":"user-or-llm","description":"The new ACL policy file, as a JSON string"},"ifMatch":{"type":"string","required":false,"visibility":"user-or-llm","description":"ETag from a prior Get ACL call to avoid overwriting concurrent updates. Use \\"ts-default\\" to only replace an untouched default policy file."}}},"tailscale_set_device_routes":{"id":"tailscale_set_device_routes","name":"Tailscale Set Device Routes","description":"Set the enabled subnet routes for a device","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Tailscale API key"},"tailnet":{"type":"string","required":true,"visibility":"user-or-llm","description":"Tailnet name (e.g., example.com) or \\"-\\" for default"},"deviceId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Device ID"},"routes":{"type":"string","required":true,"visibility":"user-or-llm","description":"Comma-separated list of subnet routes to enable (e.g., \\"10.0.0.0/24,192.168.1.0/24\\")"}}},"tailscale_set_device_tags":{"id":"tailscale_set_device_tags","name":"Tailscale Set Device Tags","description":"Set tags on a device in the tailnet","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Tailscale API key"},"tailnet":{"type":"string","required":true,"visibility":"user-or-llm","description":"Tailnet name (e.g., example.com) or \\"-\\" for default"},"deviceId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Device ID"},"tags":{"type":"string","required":true,"visibility":"user-or-llm","description":"Comma-separated list of tags (e.g., \\"tag:server,tag:production\\")"}}},"tailscale_set_dns_nameservers":{"id":"tailscale_set_dns_nameservers","name":"Tailscale Set DNS Nameservers","description":"Set the DNS nameservers for the tailnet","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Tailscale API key"},"tailnet":{"type":"string","required":true,"visibility":"user-or-llm","description":"Tailnet name (e.g., example.com) or \\"-\\" for default"},"dns":{"type":"string","required":true,"visibility":"user-or-llm","description":"Comma-separated list of DNS nameserver IP addresses (e.g., \\"8.8.8.8,8.8.4.4\\")"}}},"tailscale_set_dns_preferences":{"id":"tailscale_set_dns_preferences","name":"Tailscale Set DNS Preferences","description":"Set DNS preferences for the tailnet (enable/disable MagicDNS)","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Tailscale API key"},"tailnet":{"type":"string","required":true,"visibility":"user-or-llm","description":"Tailnet name (e.g., example.com) or \\"-\\" for default"},"magicDNS":{"type":"boolean","required":true,"visibility":"user-or-llm","description":"Whether to enable (true) or disable (false) MagicDNS"}}},"tailscale_set_dns_searchpaths":{"id":"tailscale_set_dns_searchpaths","name":"Tailscale Set DNS Search Paths","description":"Set the DNS search paths for the tailnet","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Tailscale API key"},"tailnet":{"type":"string","required":true,"visibility":"user-or-llm","description":"Tailnet name (e.g., example.com) or \\"-\\" for default"},"searchPaths":{"type":"string","required":true,"visibility":"user-or-llm","description":"Comma-separated list of DNS search path domains (e.g., \\"corp.example.com,internal.example.com\\")"}}},"tailscale_suspend_user":{"id":"tailscale_suspend_user","name":"Tailscale Suspend User","description":"Suspend a user\'s access to the tailnet","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Tailscale API key"},"tailnet":{"type":"string","required":true,"visibility":"user-or-llm","description":"Tailnet name (e.g., example.com) or \\"-\\" for default"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"User ID to suspend"}}},"tailscale_update_device_key":{"id":"tailscale_update_device_key","name":"Tailscale Update Device Key","description":"Enable or disable key expiry on a device","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Tailscale API key"},"tailnet":{"type":"string","required":true,"visibility":"user-or-llm","description":"Tailnet name (e.g., example.com) or \\"-\\" for default"},"deviceId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Device ID"},"keyExpiryDisabled":{"type":"boolean","required":true,"visibility":"user-or-llm","description":"Whether to disable key expiry (true) or enable it (false)"}}},"tavily_crawl":{"id":"tavily_crawl","name":"Tavily Crawl","description":"Systematically crawl and extract content from websites using Tavily\'s crawl API. 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Returns structured results with titles, URLs, snippets, and optional raw content, optimized for relevance and accuracy.","version":"1.0.0","params":{"query":{"type":"string","required":true,"visibility":"user-or-llm","description":"The search query to execute (e.g., \\"latest AI research papers 2024\\")"},"max_results":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of results (1-20, e.g., 5)"},"topic":{"type":"string","required":false,"visibility":"user-or-llm","description":"Category type: general, news, or finance (e.g., \\"news\\")"},"search_depth":{"type":"string","required":false,"visibility":"user-or-llm","description":"Search scope: basic (1 credit) or advanced (2 credits) (e.g., \\"advanced\\")"},"include_answer":{"type":"string","required":false,"visibility":"user-or-llm","description":"LLM-generated response: true/basic for quick answer or advanced for detailed (e.g., \\"advanced\\")"},"include_raw_content":{"type":"string","required":false,"visibility":"user-or-llm","description":"Parsed HTML content: true/markdown or text format (e.g., \\"markdown\\")"},"include_images":{"type":"boolean","required":false,"visibility":"user-only","description":"Include image search results"},"include_image_descriptions":{"type":"boolean","required":false,"visibility":"user-only","description":"Add descriptive text for images"},"include_favicon":{"type":"boolean","required":false,"visibility":"user-only","description":"Include favicon URLs"},"chunks_per_source":{"type":"number","required":false,"visibility":"user-only","description":"Maximum number of relevant chunks per source (1-3, default: 3)"},"time_range":{"type":"string","required":false,"visibility":"user-only","description":"Filter by recency: day/d, week/w, month/m, year/y"},"start_date":{"type":"string","required":false,"visibility":"user-only","description":"Earliest publication date (YYYY-MM-DD format)"},"end_date":{"type":"string","required":false,"visibility":"user-only","description":"Latest publication date (YYYY-MM-DD format)"},"include_domains":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of domains to whitelist (e.g., \\"github.com,stackoverflow.com\\")"},"exclude_domains":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of domains to blacklist (e.g., \\"pinterest.com,reddit.com\\")"},"country":{"type":"string","required":false,"visibility":"user-only","description":"Boost results from specified country (general topic only)"},"auto_parameters":{"type":"boolean","required":false,"visibility":"user-only","description":"Automatic parameter configuration based on query intent"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Tavily API Key"}}},"telegram_copy_message":{"id":"telegram_copy_message","name":"Telegram Copy Message","description":"Copy a message to another Telegram chat without a forward header through the Telegram Bot API.","version":"1.0.0","params":{"botToken":{"type":"string","required":true,"visibility":"user-only","description":"Your Telegram Bot API Token"},"chatId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Destination chat ID (numeric, can be negative for groups)"},"fromChatId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Source chat ID the original message belongs to"},"messageId":{"type":"number","required":true,"visibility":"user-or-llm","description":"Identifier of the message to copy in the source chat"},"caption":{"type":"string","required":false,"visibility":"user-or-llm","description":"New caption for the copied media (keeps the original if omitted)"}}},"telegram_delete_message":{"id":"telegram_delete_message","name":"Telegram Delete Message","description":"Delete messages in Telegram channels or chats through the Telegram Bot API. 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Pass a file_id or HTTP URL"},"caption":{"type":"string","required":false,"visibility":"user-or-llm","description":"Animation caption (optional)"}}},"telegram_send_audio":{"id":"telegram_send_audio","name":"Telegram Send Audio","description":"Send audio files to Telegram channels or users through the Telegram Bot API.","version":"1.0.0","params":{"botToken":{"type":"string","required":true,"visibility":"user-only","description":"Your Telegram Bot API Token"},"chatId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Telegram chat ID (numeric, can be negative for groups)"},"audio":{"type":"string","required":true,"visibility":"user-or-llm","description":"Audio file to send. 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The workflow decides how to respond to the request.","version":"1.0.0","params":{"serverUrl":{"type":"string","required":true,"visibility":"user-only","description":"Base URL of the Temporal server\'s HTTP API (e.g., http://localhost:7243)"},"namespace":{"type":"string","required":true,"visibility":"user-only","description":"Temporal namespace (e.g., default)"},"apiKey":{"type":"string","required":false,"visibility":"user-only","description":"API key sent as a Bearer token (leave blank for servers without auth)"},"workflowId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Workflow ID of the execution to cancel"},"runId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Run ID of a specific run to cancel (defaults to the latest run)"},"reason":{"type":"string","required":false,"visibility":"user-or-llm","description":"Reason for the cancellation, recorded in the workflow history"}}},"temporal_count_workflows":{"id":"temporal_count_workflows","name":"Temporal Count Workflows","description":"Count workflow executions in a Temporal namespace matching a visibility query, with optional GROUP BY aggregation.","version":"1.0.0","params":{"serverUrl":{"type":"string","required":true,"visibility":"user-only","description":"Base URL of the Temporal server\'s HTTP API (e.g., http://localhost:7243)"},"namespace":{"type":"string","required":true,"visibility":"user-only","description":"Temporal namespace (e.g., default)"},"apiKey":{"type":"string","required":false,"visibility":"user-only","description":"API key sent as a Bearer token (leave blank for servers without auth)"},"query":{"type":"string","required":false,"visibility":"user-or-llm","description":"Visibility count filter, e.g. ExecutionStatus = \\"Running\\" or ... GROUP BY ExecutionStatus (empty counts all executions)"}}},"temporal_create_schedule":{"id":"temporal_create_schedule","name":"Temporal Create Schedule","description":"Create a Temporal schedule that starts a workflow on a cron or interval cadence.","version":"1.0.0","params":{"serverUrl":{"type":"string","required":true,"visibility":"user-only","description":"Base URL of the Temporal server\'s HTTP API (e.g., http://localhost:7243)"},"namespace":{"type":"string","required":true,"visibility":"user-only","description":"Temporal namespace (e.g., default)"},"apiKey":{"type":"string","required":false,"visibility":"user-only","description":"API key sent as a Bearer token (leave blank for servers without auth)"},"scheduleId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Unique ID for the new schedule (e.g., nightly-report)"},"workflowId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Workflow ID for started workflows (the schedule appends the run time to keep IDs unique)"},"workflowType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Registered workflow type name the schedule starts (e.g., ReportWorkflow)"},"taskQueue":{"type":"string","required":true,"visibility":"user-or-llm","description":"Task queue the workflow worker polls (e.g., reports)"},"input":{"type":"string","required":false,"visibility":"user-or-llm","description":"Workflow input as JSON. A top-level array is passed as the argument list (one argument per element); any other value is passed as a single argument"},"cronExpressions":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cron expressions defining when the schedule fires, comma- or newline-separated for multiple (e.g., \\"0 12 * * *\\"). At least one of cronExpressions or intervalSeconds is required"},"intervalSeconds":{"type":"number","required":false,"visibility":"user-or-llm","description":"Fixed interval between actions in seconds. At least one of cronExpressions or intervalSeconds is required"},"timezone":{"type":"string","required":false,"visibility":"user-or-llm","description":"IANA time zone for cron evaluation (e.g., America/New_York; defaults to UTC)"},"overlapPolicy":{"type":"string","required":false,"visibility":"user-only","description":"Policy when an action would overlap a still-running one (defaults to skip): SCHEDULE_OVERLAP_POLICY_SKIP, SCHEDULE_OVERLAP_POLICY_BUFFER_ONE, SCHEDULE_OVERLAP_POLICY_BUFFER_ALL, SCHEDULE_OVERLAP_POLICY_CANCEL_OTHER, SCHEDULE_OVERLAP_POLICY_TERMINATE_OTHER, or SCHEDULE_OVERLAP_POLICY_ALLOW_ALL"},"notes":{"type":"string","required":false,"visibility":"user-or-llm","description":"Human-readable notes stored on the schedule"},"paused":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Create the schedule in a paused state (defaults to active)"}}},"temporal_delete_schedule":{"id":"temporal_delete_schedule","name":"Temporal Delete Schedule","description":"Delete a Temporal schedule. Workflows already started by the schedule keep running.","version":"1.0.0","params":{"serverUrl":{"type":"string","required":true,"visibility":"user-only","description":"Base URL of the Temporal server\'s HTTP API (e.g., http://localhost:7243)"},"namespace":{"type":"string","required":true,"visibility":"user-only","description":"Temporal namespace (e.g., default)"},"apiKey":{"type":"string","required":false,"visibility":"user-only","description":"API key sent as a Bearer token (leave blank for servers without auth)"},"scheduleId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the schedule to delete"}}},"temporal_describe_schedule":{"id":"temporal_describe_schedule","name":"Temporal Describe Schedule","description":"Get the configuration and current state of a Temporal schedule, including its spec, recent actions, and upcoming run times.","version":"1.0.0","params":{"serverUrl":{"type":"string","required":true,"visibility":"user-only","description":"Base URL of the Temporal server\'s HTTP API (e.g., http://localhost:7243)"},"namespace":{"type":"string","required":true,"visibility":"user-only","description":"Temporal namespace (e.g., default)"},"apiKey":{"type":"string","required":false,"visibility":"user-only","description":"API key sent as a Bearer token (leave blank for servers without auth)"},"scheduleId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the schedule to describe"}}},"temporal_describe_task_queue":{"id":"temporal_describe_task_queue","name":"Temporal Describe Task Queue","description":"List the workers currently polling a Temporal task queue, to check whether a workflow or activity has live workers.","version":"1.0.0","params":{"serverUrl":{"type":"string","required":true,"visibility":"user-only","description":"Base URL of the Temporal server\'s HTTP API (e.g., http://localhost:7243)"},"namespace":{"type":"string","required":true,"visibility":"user-only","description":"Temporal namespace (e.g., default)"},"apiKey":{"type":"string","required":false,"visibility":"user-only","description":"API key sent as a Bearer token (leave blank for servers without auth)"},"taskQueue":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name of the task queue to describe (e.g., orders)"},"taskQueueType":{"type":"string","required":false,"visibility":"user-only","description":"Type of pollers to list: TASK_QUEUE_TYPE_WORKFLOW (default) or TASK_QUEUE_TYPE_ACTIVITY"}}},"temporal_describe_workflow":{"id":"temporal_describe_workflow","name":"Temporal Describe Workflow","description":"Get the current state of a Temporal workflow execution, including status, timing, memo, search attributes, and pending activities.","version":"1.0.0","params":{"serverUrl":{"type":"string","required":true,"visibility":"user-only","description":"Base URL of the Temporal server\'s HTTP API (e.g., http://localhost:7243)"},"namespace":{"type":"string","required":true,"visibility":"user-only","description":"Temporal namespace (e.g., default)"},"apiKey":{"type":"string","required":false,"visibility":"user-only","description":"API key sent as a Bearer token (leave blank for servers without auth)"},"workflowId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Workflow ID of the execution to describe"},"runId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Run ID of a specific run to describe (defaults to the latest run)"}}},"temporal_get_workflow_history":{"id":"temporal_get_workflow_history","name":"Temporal Get Workflow History","description":"Fetch the event history of a Temporal workflow execution, optionally filtered to just the close event.","version":"1.0.0","params":{"serverUrl":{"type":"string","required":true,"visibility":"user-only","description":"Base URL of the Temporal server\'s HTTP API (e.g., http://localhost:7243)"},"namespace":{"type":"string","required":true,"visibility":"user-only","description":"Temporal namespace (e.g., default)"},"apiKey":{"type":"string","required":false,"visibility":"user-only","description":"API key sent as a Bearer token (leave blank for servers without auth)"},"workflowId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Workflow ID of the execution"},"runId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Run ID of a specific run (defaults to the latest run)"},"maximumPageSize":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of history events to return per page"},"nextPageToken":{"type":"string","required":false,"visibility":"user-or-llm","description":"Page token from a previous response, for pagination"},"historyEventFilterType":{"type":"string","required":false,"visibility":"user-only","description":"Event filter: HISTORY_EVENT_FILTER_TYPE_ALL_EVENT (default) or HISTORY_EVENT_FILTER_TYPE_CLOSE_EVENT to return only the final close event"}}},"temporal_list_schedules":{"id":"temporal_list_schedules","name":"Temporal List Schedules","description":"List schedules in a Temporal namespace.","version":"1.0.0","params":{"serverUrl":{"type":"string","required":true,"visibility":"user-only","description":"Base URL of the Temporal server\'s HTTP API (e.g., http://localhost:7243)"},"namespace":{"type":"string","required":true,"visibility":"user-only","description":"Temporal namespace (e.g., default)"},"apiKey":{"type":"string","required":false,"visibility":"user-only","description":"API key sent as a Bearer token (leave blank for servers without auth)"},"query":{"type":"string","required":false,"visibility":"user-or-llm","description":"Visibility filter over schedules, e.g. TemporalSchedulePaused = false (empty lists all schedules)"},"maximumPageSize":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of schedules to return per page"},"nextPageToken":{"type":"string","required":false,"visibility":"user-or-llm","description":"Page token from a previous response, for pagination"}}},"temporal_list_workflows":{"id":"temporal_list_workflows","name":"Temporal List Workflows","description":"List workflow executions in a Temporal namespace, optionally filtered with a visibility query.","version":"1.0.0","params":{"serverUrl":{"type":"string","required":true,"visibility":"user-only","description":"Base URL of the Temporal server\'s HTTP API (e.g., http://localhost:7243)"},"namespace":{"type":"string","required":true,"visibility":"user-only","description":"Temporal namespace (e.g., default)"},"apiKey":{"type":"string","required":false,"visibility":"user-only","description":"API key sent as a Bearer token (leave blank for servers without auth)"},"query":{"type":"string","required":false,"visibility":"user-or-llm","description":"Visibility list filter, e.g. WorkflowType = \\"OrderWorkflow\\" AND ExecutionStatus = \\"Running\\" (empty lists all executions)"},"pageSize":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of executions to return per page"},"nextPageToken":{"type":"string","required":false,"visibility":"user-or-llm","description":"Page token from a previous response, for pagination"}}},"temporal_pause_schedule":{"id":"temporal_pause_schedule","name":"Temporal Pause Schedule","description":"Pause a Temporal schedule so it stops taking actions until unpaused.","version":"1.0.0","params":{"serverUrl":{"type":"string","required":true,"visibility":"user-only","description":"Base URL of the Temporal server\'s HTTP API (e.g., http://localhost:7243)"},"namespace":{"type":"string","required":true,"visibility":"user-only","description":"Temporal namespace (e.g., default)"},"apiKey":{"type":"string","required":false,"visibility":"user-only","description":"API key sent as a Bearer token (leave blank for servers without auth)"},"scheduleId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the schedule to pause"},"reason":{"type":"string","required":false,"visibility":"user-or-llm","description":"Reason recorded in the schedule\'s notes"}}},"temporal_query_workflow":{"id":"temporal_query_workflow","name":"Temporal Query Workflow","description":"Run a synchronous query against the state of a Temporal workflow execution and return the result.","version":"1.0.0","params":{"serverUrl":{"type":"string","required":true,"visibility":"user-only","description":"Base URL of the Temporal server\'s HTTP API (e.g., http://localhost:7243)"},"namespace":{"type":"string","required":true,"visibility":"user-only","description":"Temporal namespace (e.g., default)"},"apiKey":{"type":"string","required":false,"visibility":"user-only","description":"API key sent as a Bearer token (leave blank for servers without auth)"},"workflowId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Workflow ID of the execution to query"},"runId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Run ID of a specific run to query (defaults to the latest run)"},"queryType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name of the query handler to invoke (e.g., getStatus)"},"queryArgs":{"type":"string","required":false,"visibility":"user-or-llm","description":"Query arguments as JSON. A top-level array is passed as the argument list (one argument per element); any other value is passed as a single argument"}}},"temporal_reset_workflow":{"id":"temporal_reset_workflow","name":"Temporal Reset Workflow","description":"Reset a Temporal workflow execution to a past workflow task, terminating the current run and replaying from the reset point in a new run.","version":"1.0.0","params":{"serverUrl":{"type":"string","required":true,"visibility":"user-only","description":"Base URL of the Temporal server\'s HTTP API (e.g., http://localhost:7243)"},"namespace":{"type":"string","required":true,"visibility":"user-only","description":"Temporal namespace (e.g., default)"},"apiKey":{"type":"string","required":false,"visibility":"user-only","description":"API key sent as a Bearer token (leave blank for servers without auth)"},"workflowId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Workflow ID of the execution to reset"},"runId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Run ID of a specific run to reset (defaults to the latest run)"},"workflowTaskFinishEventId":{"type":"number","required":true,"visibility":"user-or-llm","description":"Event ID of the workflow task finish event to reset to — a WORKFLOW_TASK_COMPLETED, WORKFLOW_TASK_TIMED_OUT, WORKFLOW_TASK_FAILED, or WORKFLOW_TASK_STARTED event (find it with Get Workflow History)"},"reason":{"type":"string","required":false,"visibility":"user-or-llm","description":"Reason for the reset, recorded in the workflow history"}}},"temporal_signal_with_start":{"id":"temporal_signal_with_start","name":"Temporal Signal With Start","description":"Atomically signal a Temporal workflow, starting it first if it is not already running, so the signal is never lost.","version":"1.0.0","params":{"serverUrl":{"type":"string","required":true,"visibility":"user-only","description":"Base URL of the Temporal server\'s HTTP API (e.g., http://localhost:7243)"},"namespace":{"type":"string","required":true,"visibility":"user-only","description":"Temporal namespace (e.g., default)"},"apiKey":{"type":"string","required":false,"visibility":"user-only","description":"API key sent as a Bearer token (leave blank for servers without auth)"},"workflowId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Workflow ID to signal, or to start and signal (e.g., order-1234)"},"workflowType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Registered workflow type name to start if the workflow is not running"},"taskQueue":{"type":"string","required":true,"visibility":"user-or-llm","description":"Task queue the workflow worker polls (e.g., orders)"},"signalName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name of the signal handler to invoke (e.g., approve-order)"},"input":{"type":"string","required":false,"visibility":"user-or-llm","description":"Workflow start input as JSON, used only when a new execution is started. A top-level array is passed as the argument list; any other value is passed as a single argument"},"signalInput":{"type":"string","required":false,"visibility":"user-or-llm","description":"Signal input as JSON. A top-level array is passed as the argument list (one argument per element); any other value is passed as a single argument"},"workflowIdReusePolicy":{"type":"string","required":false,"visibility":"user-only","description":"Policy for reusing a closed workflow ID: WORKFLOW_ID_REUSE_POLICY_ALLOW_DUPLICATE, WORKFLOW_ID_REUSE_POLICY_ALLOW_DUPLICATE_FAILED_ONLY, WORKFLOW_ID_REUSE_POLICY_REJECT_DUPLICATE, or WORKFLOW_ID_REUSE_POLICY_TERMINATE_IF_RUNNING"},"workflowIdConflictPolicy":{"type":"string","required":false,"visibility":"user-only","description":"Policy when a workflow with the same ID is already running (defaults to using the existing run): WORKFLOW_ID_CONFLICT_POLICY_FAIL, WORKFLOW_ID_CONFLICT_POLICY_USE_EXISTING, or WORKFLOW_ID_CONFLICT_POLICY_TERMINATE_EXISTING"},"cronSchedule":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cron schedule for recurring executions (e.g., \\"0 12 * * *\\")"},"executionTimeoutSeconds":{"type":"number","required":false,"visibility":"user-or-llm","description":"Total workflow execution timeout in seconds, including retries and continue-as-new"},"runTimeoutSeconds":{"type":"number","required":false,"visibility":"user-or-llm","description":"Timeout for a single workflow run in seconds"},"memo":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON object of memo fields to attach to the execution"},"searchAttributes":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON object of search attribute values to index the execution with"}}},"temporal_signal_workflow":{"id":"temporal_signal_workflow","name":"Temporal Signal Workflow","description":"Send a signal to a running Temporal workflow execution.","version":"1.0.0","params":{"serverUrl":{"type":"string","required":true,"visibility":"user-only","description":"Base URL of the Temporal server\'s HTTP API (e.g., http://localhost:7243)"},"namespace":{"type":"string","required":true,"visibility":"user-only","description":"Temporal namespace (e.g., default)"},"apiKey":{"type":"string","required":false,"visibility":"user-only","description":"API key sent as a Bearer token (leave blank for servers without auth)"},"workflowId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Workflow ID of the execution to signal"},"runId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Run ID of a specific run to signal (defaults to the latest run)"},"signalName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name of the signal handler to invoke (e.g., approve-order)"},"signalInput":{"type":"string","required":false,"visibility":"user-or-llm","description":"Signal input as JSON. A top-level array is passed as the argument list (one argument per element); any other value is passed as a single argument"}}},"temporal_start_workflow":{"id":"temporal_start_workflow","name":"Temporal Start Workflow","description":"Start a new workflow execution on a Temporal cluster.","version":"1.0.0","params":{"serverUrl":{"type":"string","required":true,"visibility":"user-only","description":"Base URL of the Temporal server\'s HTTP API (e.g., http://localhost:7243)"},"namespace":{"type":"string","required":true,"visibility":"user-only","description":"Temporal namespace (e.g., default)"},"apiKey":{"type":"string","required":false,"visibility":"user-only","description":"API key sent as a Bearer token (leave blank for servers without auth)"},"workflowId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Unique workflow ID for the new execution (e.g., order-1234)"},"workflowType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Registered workflow type name to run (e.g., OrderWorkflow)"},"taskQueue":{"type":"string","required":true,"visibility":"user-or-llm","description":"Task queue the workflow worker polls (e.g., orders)"},"input":{"type":"string","required":false,"visibility":"user-or-llm","description":"Workflow input as JSON. A top-level array is passed as the argument list (one argument per element); any other value is passed as a single argument"},"workflowIdReusePolicy":{"type":"string","required":false,"visibility":"user-only","description":"Policy for reusing a closed workflow ID: WORKFLOW_ID_REUSE_POLICY_ALLOW_DUPLICATE, WORKFLOW_ID_REUSE_POLICY_ALLOW_DUPLICATE_FAILED_ONLY, WORKFLOW_ID_REUSE_POLICY_REJECT_DUPLICATE, or WORKFLOW_ID_REUSE_POLICY_TERMINATE_IF_RUNNING"},"workflowIdConflictPolicy":{"type":"string","required":false,"visibility":"user-only","description":"Policy when a workflow with the same ID is already running: WORKFLOW_ID_CONFLICT_POLICY_FAIL, WORKFLOW_ID_CONFLICT_POLICY_USE_EXISTING, or WORKFLOW_ID_CONFLICT_POLICY_TERMINATE_EXISTING"},"cronSchedule":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cron schedule for recurring executions (e.g., \\"0 12 * * *\\")"},"executionTimeoutSeconds":{"type":"number","required":false,"visibility":"user-or-llm","description":"Total workflow execution timeout in seconds, including retries and continue-as-new"},"runTimeoutSeconds":{"type":"number","required":false,"visibility":"user-or-llm","description":"Timeout for a single workflow run in seconds"},"memo":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON object of memo fields to attach to the execution"},"searchAttributes":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON object of search attribute values to index the execution with"}}},"temporal_terminate_workflow":{"id":"temporal_terminate_workflow","name":"Temporal Terminate Workflow","description":"Forcefully terminate a Temporal workflow execution immediately, without giving the workflow a chance to react.","version":"1.0.0","params":{"serverUrl":{"type":"string","required":true,"visibility":"user-only","description":"Base URL of the Temporal server\'s HTTP API (e.g., http://localhost:7243)"},"namespace":{"type":"string","required":true,"visibility":"user-only","description":"Temporal namespace (e.g., default)"},"apiKey":{"type":"string","required":false,"visibility":"user-only","description":"API key sent as a Bearer token (leave blank for servers without auth)"},"workflowId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Workflow ID of the execution to terminate"},"runId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Run ID of a specific run to terminate (defaults to the latest run)"},"reason":{"type":"string","required":false,"visibility":"user-or-llm","description":"Reason for the termination, recorded in the workflow history"}}},"temporal_trigger_schedule":{"id":"temporal_trigger_schedule","name":"Temporal Trigger Schedule","description":"Trigger an immediate action of a Temporal schedule, outside its normal spec.","version":"1.0.0","params":{"serverUrl":{"type":"string","required":true,"visibility":"user-only","description":"Base URL of the Temporal server\'s HTTP API (e.g., http://localhost:7243)"},"namespace":{"type":"string","required":true,"visibility":"user-only","description":"Temporal namespace (e.g., default)"},"apiKey":{"type":"string","required":false,"visibility":"user-only","description":"API key sent as a Bearer token (leave blank for servers without auth)"},"scheduleId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the schedule to trigger"},"overlapPolicy":{"type":"string","required":false,"visibility":"user-only","description":"Overlap policy for the triggered action (defaults to the schedule\'s policy): SCHEDULE_OVERLAP_POLICY_SKIP, SCHEDULE_OVERLAP_POLICY_BUFFER_ONE, SCHEDULE_OVERLAP_POLICY_BUFFER_ALL, SCHEDULE_OVERLAP_POLICY_CANCEL_OTHER, SCHEDULE_OVERLAP_POLICY_TERMINATE_OTHER, or SCHEDULE_OVERLAP_POLICY_ALLOW_ALL"}}},"temporal_unpause_schedule":{"id":"temporal_unpause_schedule","name":"Temporal Unpause Schedule","description":"Unpause a Temporal schedule so it resumes taking actions.","version":"1.0.0","params":{"serverUrl":{"type":"string","required":true,"visibility":"user-only","description":"Base URL of the Temporal server\'s HTTP API (e.g., http://localhost:7243)"},"namespace":{"type":"string","required":true,"visibility":"user-only","description":"Temporal namespace (e.g., default)"},"apiKey":{"type":"string","required":false,"visibility":"user-only","description":"API key sent as a Bearer token (leave blank for servers without auth)"},"scheduleId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the schedule to unpause"},"reason":{"type":"string","required":false,"visibility":"user-or-llm","description":"Reason recorded in the schedule\'s notes"}}},"temporal_update_workflow":{"id":"temporal_update_workflow","name":"Temporal Update Workflow","description":"Invoke an update handler on a running Temporal workflow and wait for its result. Unlike a signal, an update is validated by the workflow and returns a response.","version":"1.0.0","params":{"serverUrl":{"type":"string","required":true,"visibility":"user-only","description":"Base URL of the Temporal server\'s HTTP API (e.g., http://localhost:7243)"},"namespace":{"type":"string","required":true,"visibility":"user-only","description":"Temporal namespace (e.g., default)"},"apiKey":{"type":"string","required":false,"visibility":"user-only","description":"API key sent as a Bearer token (leave blank for servers without auth)"},"workflowId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Workflow ID of the execution to update"},"runId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Run ID of a specific run to update (defaults to the latest run)"},"updateName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name of the update handler to invoke (e.g., addItem)"},"updateArgs":{"type":"string","required":false,"visibility":"user-or-llm","description":"Update arguments as JSON. A top-level array is passed as the argument list (one argument per element); any other value is passed as a single argument"}}},"textract_analyze_expense":{"id":"textract_analyze_expense","name":"AWS Textract Analyze Expense","description":"Extract structured invoice and receipt fields using AWS Textract AnalyzeExpense","version":"1.0.0","params":{"accessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS Access Key ID"},"secretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS Secret Access Key"},"region":{"type":"string","required":true,"visibility":"user-only","description":"AWS region for Textract service (e.g., us-east-1)"},"processingMode":{"type":"string","required":false,"visibility":"user-only","description":"Document type: single-page or multi-page. Defaults to single-page."},"file":{"type":"file","required":false,"visibility":"hidden","description":"Invoice or receipt to be processed (JPEG, PNG, or single-page PDF)."},"filePath":{"type":"string","required":false,"visibility":"hidden","description":"URL to an invoice or receipt to be processed, if not uploaded directly."},"s3Uri":{"type":"string","required":false,"visibility":"user-only","description":"S3 URI for multi-page processing (s3://bucket/key)."}}},"textract_analyze_id":{"id":"textract_analyze_id","name":"AWS Textract Analyze ID","description":"Extract identity document fields using AWS Textract AnalyzeID","version":"1.0.0","params":{"accessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS Access Key ID"},"secretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS Secret Access Key"},"region":{"type":"string","required":true,"visibility":"user-only","description":"AWS region for Textract service (e.g., us-east-1)"},"file":{"type":"file","required":false,"visibility":"hidden","description":"Front of the identity document (JPEG, PNG, or PDF)."},"filePath":{"type":"string","required":false,"visibility":"hidden","description":"URL to the front of the identity document, if not uploaded directly."},"fileBack":{"type":"file","required":false,"visibility":"hidden","description":"Back of the identity document, if applicable (JPEG, PNG, or PDF)."},"filePathBack":{"type":"string","required":false,"visibility":"hidden","description":"URL to the back of the identity document, if not uploaded directly."}}},"textract_parser":{"id":"textract_parser","name":"AWS Textract Parser","description":"Parse documents using AWS Textract OCR and document analysis","version":"1.0.0","params":{"accessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS Access Key ID"},"secretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS Secret Access Key"},"region":{"type":"string","required":true,"visibility":"user-only","description":"AWS region for Textract service (e.g., us-east-1)"},"processingMode":{"type":"string","required":false,"visibility":"user-only","description":"Document type: single-page or multi-page. Defaults to single-page."},"filePath":{"type":"string","required":false,"visibility":"user-only","description":"URL to a document to be processed (JPEG, PNG, or single-page PDF)."},"file":{"type":"file","required":false,"visibility":"hidden","description":"Document file to be processed (JPEG, PNG, or single-page PDF)."},"s3Uri":{"type":"string","required":false,"visibility":"user-only","description":"S3 URI for multi-page processing (s3://bucket/key)."},"featureTypes":{"type":"array","required":false,"visibility":"user-or-llm","description":"Feature types to detect: TABLES, FORMS, QUERIES, SIGNATURES, LAYOUT. If not specified, only text detection is performed.","items":{"type":"string","description":"Feature type"}},"queries":{"type":"array","required":false,"visibility":"user-or-llm","description":"Custom queries to extract specific information. Only used when featureTypes includes QUERIES.","items":{"type":"object","description":"Query configuration","properties":{"Text":{"type":"string","description":"The query text"},"Alias":{"type":"string","description":"Optional alias for the result"}}}}}},"textract_parser_v2":{"id":"textract_parser_v2","name":"AWS Textract Parser","description":"Parse documents using AWS Textract OCR and document analysis","version":"1.0.0","params":{"accessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS Access Key ID"},"secretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS Secret Access Key"},"region":{"type":"string","required":true,"visibility":"user-only","description":"AWS region for Textract service (e.g., us-east-1)"},"processingMode":{"type":"string","required":false,"visibility":"user-only","description":"Document type: single-page or multi-page. Defaults to single-page."},"file":{"type":"file","required":false,"visibility":"hidden","description":"Document to be processed (JPEG, PNG, or single-page PDF)."},"s3Uri":{"type":"string","required":false,"visibility":"user-only","description":"S3 URI for multi-page processing (s3://bucket/key)."},"featureTypes":{"type":"array","required":false,"visibility":"user-or-llm","description":"Feature types to detect: TABLES, FORMS, QUERIES, SIGNATURES, LAYOUT. If not specified, only text detection is performed.","items":{"type":"string","description":"Feature type"}},"queries":{"type":"array","required":false,"visibility":"user-or-llm","description":"Custom queries to extract specific information. Only used when featureTypes includes QUERIES.","items":{"type":"object","description":"Query configuration","properties":{"Text":{"type":"string","description":"The query text"},"Alias":{"type":"string","description":"Optional alias for the result"}}}}}},"thinking_tool":{"id":"thinking_tool","name":"Thinking Tool","description":"Processes a provided thought/instruction, making it available for subsequent steps.","version":"1.0.0","params":{"thought":{"type":"string","required":true,"visibility":"llm-only","description":"Your internal reasoning, analysis, or thought process. Use this to think through the problem step by step before responding."}}},"thrive_add_audience_managers":{"id":"thrive_add_audience_managers","name":"Thrive Add Audience Managers","description":"Add managers to a Thrive audience with their permissions.","version":"1.0.0","params":{"tenantId":{"type":"string","required":true,"visibility":"user-only","description":"Thrive Tenant ID (used as the Basic auth username)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Thrive API key (used as the Basic auth password)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Region-specific API host"},"audienceId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The audience id or audience reference"},"managers":{"type":"string","required":true,"visibility":"user-or-llm","description":"JSON array of manager objects (1-100). Each: {\\"reference\\":\\"user@example.com\\",\\"permissions\\":{\\"audienceManager\\":{\\"manageContent\\":true,\\"assignments\\":true},\\"peopleManager\\":{\\"canViewLearnPage\\":true,\\"insights\\":false,\\"manage\\":false},\\"administrator\\":{\\"canAddAudienceManagers\\":false}}}"}}},"thrive_add_audience_members":{"id":"thrive_add_audience_members","name":"Thrive Add Audience Members","description":"Add members to a Thrive audience by email, ref, or id.","version":"1.0.0","params":{"tenantId":{"type":"string","required":true,"visibility":"user-only","description":"Thrive Tenant ID (used as the Basic auth username)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Thrive API key (used as the Basic auth password)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Region-specific API host"},"audienceId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The audience id or audience reference"},"users":{"type":"string","required":true,"visibility":"user-or-llm","description":"JSON array of user emails/refs/ids to add (1-100). Example: [\\"user@example.com\\"]"}}},"thrive_add_user_tags":{"id":"thrive_add_user_tags","name":"Thrive Add User Tags","description":"Add one or more tags to a learner in Thrive.","version":"1.0.0","params":{"tenantId":{"type":"string","required":true,"visibility":"user-only","description":"Thrive Tenant ID (used as the Basic auth username)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Thrive API key (used as the Basic auth password)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Region-specific API host"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The learner ID"},"tags":{"type":"string","required":true,"visibility":"user-or-llm","description":"JSON array of tag names to add (1-100). Example: [\\"leadership\\"]"}}},"thrive_create_assignment":{"id":"thrive_create_assignment","name":"Thrive Create Assignment","description":"Create a compliance assignment in Thrive for an audience and content item.","version":"1.0.0","params":{"tenantId":{"type":"string","required":true,"visibility":"user-only","description":"Thrive Tenant ID (used as the Basic auth username)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Thrive API key (used as the Basic auth password)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Region-specific API host"},"audienceId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The audience ID"},"contentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The content ID for the primary content"},"alternativeContentIds":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON array of content IDs that can also complete the assignment"},"hideAlternativeContent":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to hide the alternative content"},"completionPeriod":{"type":"number","required":false,"visibility":"user-or-llm","description":"The number of days required to complete the assignment (default 30)"},"recurrence":{"type":"number","required":false,"visibility":"user-or-llm","description":"The number of days until the assignment will reoccur"}}},"thrive_create_audience":{"id":"thrive_create_audience","name":"Thrive Create Audience","description":"Create a new audience or structure in Thrive.","version":"1.0.0","params":{"tenantId":{"type":"string","required":true,"visibility":"user-only","description":"Thrive Tenant ID (used as the Basic auth username)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Thrive API key (used as the Basic auth password)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Region-specific API host"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"The name of the audience (max 100 characters)"},"reference":{"type":"string","required":false,"visibility":"user-or-llm","description":"The external reference for the audience (max 100 characters)"},"parentId":{"type":"string","required":false,"visibility":"user-or-llm","description":"The id or reference of the parent audience/structure; leave blank for a parent audience/structure"},"category":{"type":"string","required":false,"visibility":"user-or-llm","description":"The audience category: \'audience\' or \'structure\'"}}},"thrive_create_completion":{"id":"thrive_create_completion","name":"Thrive Create Completion","description":"Record a learning completion in Thrive for a user and content item.","version":"1.0.0","params":{"tenantId":{"type":"string","required":true,"visibility":"user-only","description":"Thrive Tenant ID (used as the Basic auth username)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Thrive API key (used as the Basic auth password)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Region-specific API host"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The user ID"},"contentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The content ID for the content completed"},"completedAt":{"type":"string","required":true,"visibility":"user-or-llm","description":"ISO8601 timestamp when the completion occurred"}}},"thrive_create_user":{"id":"thrive_create_user","name":"Thrive Create User","description":"Create a new user in Thrive.","version":"1.0.0","params":{"tenantId":{"type":"string","required":true,"visibility":"user-only","description":"Thrive Tenant ID (used as the Basic auth username)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Thrive API key (used as the Basic auth password)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Region-specific API host"},"ref":{"type":"string","required":true,"visibility":"user-or-llm","description":"Your organisation\'s unique identifier for this individual"},"firstName":{"type":"string","required":true,"visibility":"user-or-llm","description":"The given name of the individual"},"lastName":{"type":"string","required":true,"visibility":"user-or-llm","description":"The family name of the individual"},"email":{"type":"string","required":false,"visibility":"user-or-llm","description":"The email address for the user (required unless loginMethod is \'ref\')"},"loginMethod":{"type":"string","required":false,"visibility":"user-or-llm","description":"How the user logs in: \'email\' or \'ref\' (defaults to \'email\')"},"role":{"type":"string","required":false,"visibility":"user-or-llm","description":"Role assigned: \'administrator\', \'learneradmin\', or \'learner\' (defaults to \'learner\')"},"jobTitle":{"type":"string","required":false,"visibility":"user-or-llm","description":"Name of this individual\'s role in your organisation"},"managerRef":{"type":"string","required":false,"visibility":"user-or-llm","description":"Your organisation\'s unique identifier for this individual\'s line manager"},"startDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Date this individual started with your organisation (ISO 8601)"},"endDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Date this individual left your organisation (ISO 8601)"},"timeZone":{"type":"string","required":false,"visibility":"user-or-llm","description":"The user\'s preferred timezone (tenant default if omitted)"},"languageCode":{"type":"string","required":false,"visibility":"user-or-llm","description":"The user\'s preferred language (e.g. \'en-gb\')"},"sso":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the account is managed by an authentication provider"},"domain":{"type":"string","required":false,"visibility":"user-or-llm","description":"Domain this individual is associated with"},"additionalFields":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON object of custom field key-value pairs. Example: {\\"department\\":\\"Sales\\"}"}}},"thrive_delete_assignment":{"id":"thrive_delete_assignment","name":"Thrive Delete Assignment","description":"Delete a compliance assignment in Thrive.","version":"1.0.0","params":{"tenantId":{"type":"string","required":true,"visibility":"user-only","description":"Thrive Tenant ID (used as the Basic auth username)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Thrive API key (used as the Basic auth password)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Region-specific API host"},"assignmentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The assignment ID"},"audienceId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The audience ID"}}},"thrive_delete_audience":{"id":"thrive_delete_audience","name":"Thrive Delete Audience","description":"Delete an audience in Thrive (only if it has no child audiences).","version":"1.0.0","params":{"tenantId":{"type":"string","required":true,"visibility":"user-only","description":"Thrive Tenant ID (used as the Basic auth username)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Thrive API key (used as the Basic auth password)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Region-specific API host"},"audienceId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The audience id or audience reference"}}},"thrive_delete_user":{"id":"thrive_delete_user","name":"Thrive Delete User","description":"Permanently delete (obfuscate) a user in Thrive by ref while retaining training history.","version":"1.0.0","params":{"tenantId":{"type":"string","required":true,"visibility":"user-only","description":"Thrive Tenant ID (used as the Basic auth username)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Thrive API key (used as the Basic auth password)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Region-specific API host"},"ref":{"type":"string","required":true,"visibility":"user-or-llm","description":"The user ref to delete"}}},"thrive_get_activity":{"id":"thrive_get_activity","name":"Thrive Get Activity","description":"Get a single activity record in Thrive by its ID.","version":"1.0.0","params":{"tenantId":{"type":"string","required":true,"visibility":"user-only","description":"Thrive Tenant ID (used as the Basic auth username)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Thrive API key (used as the Basic auth password)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Region-specific API host"},"id":{"type":"string","required":true,"visibility":"user-or-llm","description":"Unique identifier of the activity"}}},"thrive_get_assignment":{"id":"thrive_get_assignment","name":"Thrive Get Assignment","description":"Get a single compliance assignment in Thrive by its ID.","version":"1.0.0","params":{"tenantId":{"type":"string","required":true,"visibility":"user-only","description":"Thrive Tenant ID (used as the Basic auth username)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Thrive API key (used as the Basic auth password)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Region-specific API host"},"assignmentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The assignment ID"}}},"thrive_get_audience":{"id":"thrive_get_audience","name":"Thrive Get Audience","description":"Get a single audience or structure in Thrive by id or reference.","version":"1.0.0","params":{"tenantId":{"type":"string","required":true,"visibility":"user-only","description":"Thrive Tenant ID (used as the Basic auth username)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Thrive API key (used as the Basic auth password)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Region-specific API host"},"audienceId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The audience id or audience reference"}}},"thrive_get_completion":{"id":"thrive_get_completion","name":"Thrive Get Completion","description":"Get a single learning completion record in Thrive by its ID.","version":"1.0.0","params":{"tenantId":{"type":"string","required":true,"visibility":"user-only","description":"Thrive Tenant ID (used as the Basic auth username)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Thrive API key (used as the Basic auth password)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Region-specific API host"},"id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The completion ID"}}},"thrive_get_content":{"id":"thrive_get_content","name":"Thrive Get Content","description":"Get a single content record in Thrive by its ID.","version":"1.0.0","params":{"tenantId":{"type":"string","required":true,"visibility":"user-only","description":"Thrive Tenant ID (used as the Basic auth username)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Thrive API key (used as the Basic auth password)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Region-specific API host"},"id":{"type":"string","required":true,"visibility":"user-or-llm","description":"Unique identifier of the content item"}}},"thrive_get_cpd_category":{"id":"thrive_get_cpd_category","name":"Thrive Get CPD Category","description":"Get a single CPD category in Thrive by its ID.","version":"1.0.0","params":{"tenantId":{"type":"string","required":true,"visibility":"user-only","description":"Thrive Tenant ID (used as the Basic auth username)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Thrive API key (used as the Basic auth password)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Region-specific API host"},"categoryId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The CPD category ID"}}},"thrive_get_cpd_entry":{"id":"thrive_get_cpd_entry","name":"Thrive Get CPD Entry","description":"Get a single CPD log entry in Thrive by its ID.","version":"1.0.0","params":{"tenantId":{"type":"string","required":true,"visibility":"user-only","description":"Thrive Tenant ID (used as the Basic auth username)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Thrive API key (used as the Basic auth password)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Region-specific API host"},"logEntryId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The CPD log entry ID"}}},"thrive_get_cpd_requirement":{"id":"thrive_get_cpd_requirement","name":"Thrive Get CPD Requirement","description":"Get a single CPD requirement summary in Thrive by its ID.","version":"1.0.0","params":{"tenantId":{"type":"string","required":true,"visibility":"user-only","description":"Thrive Tenant ID (used as the Basic auth username)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Thrive API key (used as the Basic auth password)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Region-specific API host"},"audienceRequirementId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The CPD requirement ID"}}},"thrive_get_enrolment":{"id":"thrive_get_enrolment","name":"Thrive Get Enrolment","description":"Get a single enrolment for a compliance assignment in Thrive.","version":"1.0.0","params":{"tenantId":{"type":"string","required":true,"visibility":"user-only","description":"Thrive Tenant ID (used as the Basic auth username)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Thrive API key (used as the Basic auth password)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Region-specific API host"},"assignmentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The assignment ID"},"enrolmentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The enrolment ID"}}},"thrive_get_skill_levels":{"id":"thrive_get_skill_levels","name":"Thrive Get Skill Levels","description":"Get the available skill levels configured in Thrive.","version":"1.0.0","params":{"tenantId":{"type":"string","required":true,"visibility":"user-only","description":"Thrive Tenant ID (used as the Basic auth username)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Thrive API key (used as the Basic auth password)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Region-specific API host"}}},"thrive_get_tag":{"id":"thrive_get_tag","name":"Thrive Get Tag","description":"Get a single tag in Thrive by its ID.","version":"1.0.0","params":{"tenantId":{"type":"string","required":true,"visibility":"user-only","description":"Thrive Tenant ID (used as the Basic auth username)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Thrive API key (used as the Basic auth password)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Region-specific API host"},"tagId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The tag ID"}}},"thrive_get_user_by_id":{"id":"thrive_get_user_by_id","name":"Thrive Get User by ID","description":"Get a single user in Thrive by their ID and return basic user information.","version":"1.0.0","params":{"tenantId":{"type":"string","required":true,"visibility":"user-only","description":"Thrive Tenant ID (used as the Basic auth username)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Thrive API key (used as the Basic auth password)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Region-specific API host"},"id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The user ID"}}},"thrive_get_user_by_ref":{"id":"thrive_get_user_by_ref","name":"Thrive Get User by Ref","description":"Get a single user in Thrive by their ref and return basic user information.","version":"1.0.0","params":{"tenantId":{"type":"string","required":true,"visibility":"user-only","description":"Thrive Tenant ID (used as the Basic auth username)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Thrive API key (used as the Basic auth password)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Region-specific API host"},"ref":{"type":"string","required":true,"visibility":"user-or-llm","description":"The user ref"}}},"thrive_list_assignments":{"id":"thrive_list_assignments","name":"Thrive List Assignments","description":"List compliance assignments in Thrive, optionally filtered by audience.","version":"1.0.0","params":{"tenantId":{"type":"string","required":true,"visibility":"user-only","description":"Thrive Tenant ID (used as the Basic auth username)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Thrive API key (used as the Basic auth password)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Region-specific API host"},"audienceId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by audience ID or audience reference"},"updatedSince":{"type":"string","required":false,"visibility":"user-or-llm","description":"Return only items updated on or after this date/time (ISO 8601)"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number for pagination (default 1)"},"perPage":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (1-100, default 100)"}}},"thrive_list_audience_managers":{"id":"thrive_list_audience_managers","name":"Thrive List Audience Managers","description":"List the managers of a Thrive audience.","version":"1.0.0","params":{"tenantId":{"type":"string","required":true,"visibility":"user-only","description":"Thrive Tenant ID (used as the Basic auth username)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Thrive API key (used as the Basic auth password)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Region-specific API host"},"audienceId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The audience id or audience reference"}}},"thrive_list_audience_members":{"id":"thrive_list_audience_members","name":"Thrive List Audience Members","description":"List the members of a Thrive audience with pagination.","version":"1.0.0","params":{"tenantId":{"type":"string","required":true,"visibility":"user-only","description":"Thrive Tenant ID (used as the Basic auth username)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Thrive API key (used as the Basic auth password)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Region-specific API host"},"audienceId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The audience id or audience reference"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number for pagination (default 1)"},"perPage":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (1-1000, default 100)"}}},"thrive_list_audiences":{"id":"thrive_list_audiences","name":"Thrive List Audiences","description":"List audiences and structures in Thrive with pagination.","version":"1.0.0","params":{"tenantId":{"type":"string","required":true,"visibility":"user-only","description":"Thrive Tenant ID (used as the Basic auth username)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Thrive API key (used as the Basic auth password)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Region-specific API host"},"apiControlled":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Filter to only return audiences which are / are not API controlled"},"updatedSince":{"type":"string","required":false,"visibility":"user-or-llm","description":"Return only audiences updated on or after this date/time (ISO 8601)"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number for pagination (default 1)"},"perPage":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (1-1000, default 100)"}}},"thrive_list_completions":{"id":"thrive_list_completions","name":"Thrive List Completions","description":"List learning completion records in Thrive, optionally filtered by user or content.","version":"1.0.0","params":{"tenantId":{"type":"string","required":true,"visibility":"user-only","description":"Thrive Tenant ID (used as the Basic auth username)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Thrive API key (used as the Basic auth password)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Region-specific API host"},"contentId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by content"},"isRPL":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Filter by completions imported via Recognition of Prior Learning (RPL)"},"userId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by user"},"completedDateRangeStart":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by completedDate (completedDate >= this date/date-time)"},"completedDateRangeEnd":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by completedDate (completedDate <= this date/date-time)"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number for pagination (default 1)"},"perPage":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (1-1000, default 1000)"}}},"thrive_list_enrolments":{"id":"thrive_list_enrolments","name":"Thrive List Enrolments","description":"List enrolments for a compliance assignment in Thrive.","version":"1.0.0","params":{"tenantId":{"type":"string","required":true,"visibility":"user-only","description":"Thrive Tenant ID (used as the Basic auth username)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Thrive API key (used as the Basic auth password)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Region-specific API host"},"assignmentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The assignment ID"},"updatedAtFrom":{"type":"string","required":false,"visibility":"user-or-llm","description":"Start date to filter enrolments from (ISO 8601)"},"updatedAtTo":{"type":"string","required":false,"visibility":"user-or-llm","description":"Date to filter enrolments up to (ISO 8601). Requires updatedAtFrom."},"status":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by enrolment status: archived, complete, open, overdue, scheduled, or unassigned"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number for pagination (default 1)"},"perPage":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (1-100, default 100)"}}},"thrive_list_tags":{"id":"thrive_list_tags","name":"Thrive List Tags","description":"List tags in Thrive and return tag information with pagination.","version":"1.0.0","params":{"tenantId":{"type":"string","required":true,"visibility":"user-only","description":"Thrive Tenant ID (used as the Basic auth username)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Thrive API key (used as the Basic auth password)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Region-specific API host"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number for pagination (default 1)"},"perPage":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (1-1000, default 100)"},"updatedSince":{"type":"string","required":false,"visibility":"user-or-llm","description":"Return only tags updated on or after this date/time (ISO 8601)"}}},"thrive_query_activities":{"id":"thrive_query_activities","name":"Thrive Query Activities","description":"Query activity records in Thrive with pagination and filtering options.","version":"1.0.0","params":{"tenantId":{"type":"string","required":true,"visibility":"user-only","description":"Thrive Tenant ID (used as the Basic auth username)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Thrive API key (used as the Basic auth password)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Region-specific API host"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number for pagination (default 1)"},"perPage":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (1-1000, default 20)"},"actions":{"type":"string","required":false,"visibility":"user-or-llm","description":"comma-separated activity types e.g. viewed,completed"},"omitActions":{"type":"string","required":false,"visibility":"user-or-llm","description":"comma-separated activity types e.g. viewed,completed"},"contentIds":{"type":"string","required":false,"visibility":"user-or-llm","description":"comma-separated content IDs"},"contentType":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by content type"},"timestampFrom":{"type":"string","required":false,"visibility":"user-or-llm","description":"format YYYY-MM-DD hh:mm:ss"},"timestampTo":{"type":"string","required":false,"visibility":"user-or-llm","description":"format YYYY-MM-DD hh:mm:ss"}}},"thrive_query_content":{"id":"thrive_query_content","name":"Thrive Query Content","description":"Query content records in Thrive with pagination and filtering options.","version":"1.0.0","params":{"tenantId":{"type":"string","required":true,"visibility":"user-only","description":"Thrive Tenant ID (used as the Basic auth username)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Thrive API key (used as the Basic auth password)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Region-specific API host"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number for pagination (default 1)"},"perPage":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (1-1000, default 20)"},"types":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated content types (article, assessment, broadcast, cmi5, elearning, event, file, pathway, question, quiz, scorm, url, video, mixed). If both set, omitTypes is ignored."},"omitTypes":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated content types (article, assessment, broadcast, cmi5, elearning, event, file, pathway, question, quiz, scorm, url, video, mixed). If both set, omitTypes is ignored."},"updatedSince":{"type":"string","required":false,"visibility":"user-or-llm","description":"Return only items updated on or after this date/time (ISO 8601)"}}},"thrive_query_cpd_categories":{"id":"thrive_query_cpd_categories","name":"Thrive Query CPD Categories","description":"Query CPD categories in Thrive and return results with pagination.","version":"1.0.0","params":{"tenantId":{"type":"string","required":true,"visibility":"user-only","description":"Thrive Tenant ID (used as the Basic auth username)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Thrive API key (used as the Basic auth password)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Region-specific API host"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number for pagination (default 1)"},"perPage":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (1-1000, default 100)"},"updatedSince":{"type":"string","required":false,"visibility":"user-or-llm","description":"Return only items updated on or after this date/time (ISO 8601)"}}},"thrive_query_cpd_entries":{"id":"thrive_query_cpd_entries","name":"Thrive Query CPD Entries","description":"Query CPD log entries in Thrive and return results with pagination.","version":"1.0.0","params":{"tenantId":{"type":"string","required":true,"visibility":"user-only","description":"Thrive Tenant ID (used as the Basic auth username)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Thrive API key (used as the Basic auth password)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Region-specific API host"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number for pagination (default 1)"},"perPage":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (1-1000, default 100)"},"entryDateFrom":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter entries after this date (format YYYY-MM-DD hh:mm:ss)"},"entryDateTo":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter entries before this date (format YYYY-MM-DD hh:mm:ss)"}}},"thrive_query_cpd_requirements":{"id":"thrive_query_cpd_requirements","name":"Thrive Query CPD Requirements","description":"Query CPD requirement summaries in Thrive and return results with pagination.","version":"1.0.0","params":{"tenantId":{"type":"string","required":true,"visibility":"user-only","description":"Thrive Tenant ID (used as the Basic auth username)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Thrive API key (used as the Basic auth password)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Region-specific API host"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number for pagination (default 1)"},"perPage":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (1-1000, default 100)"},"updatedSince":{"type":"string","required":false,"visibility":"user-or-llm","description":"Return only items updated on or after this date/time (ISO 8601)"}}},"thrive_query_cpd_user_summaries":{"id":"thrive_query_cpd_user_summaries","name":"Thrive Query CPD User Summaries","description":"Query CPD user log summaries in Thrive and return results with pagination.","version":"1.0.0","params":{"tenantId":{"type":"string","required":true,"visibility":"user-only","description":"Thrive Tenant ID (used as the Basic auth username)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Thrive API key (used as the Basic auth password)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Region-specific API host"},"entryDateFrom":{"type":"string","required":true,"visibility":"user-or-llm","description":"Filter entries after this date (format YYYY-MM-DDThh:mm:ss)"},"entryDateTo":{"type":"string","required":true,"visibility":"user-or-llm","description":"Filter entries before this date (format YYYY-MM-DDThh:mm:ss)"},"userIds":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated user IDs to filter by"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number for pagination (default 1)"},"perPage":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (1-1000, default 100)"}}},"thrive_remove_audience_manager":{"id":"thrive_remove_audience_manager","name":"Thrive Remove Audience Manager","description":"Remove a single manager from a Thrive audience.","version":"1.0.0","params":{"tenantId":{"type":"string","required":true,"visibility":"user-only","description":"Thrive Tenant ID (used as the Basic auth username)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Thrive API key (used as the Basic auth password)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Region-specific API host"},"audienceId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The audience id or audience reference"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The user email, ref, or id to remove as a manager"}}},"thrive_remove_audience_member":{"id":"thrive_remove_audience_member","name":"Thrive Remove Audience Member","description":"Remove a single member from a Thrive audience.","version":"1.0.0","params":{"tenantId":{"type":"string","required":true,"visibility":"user-only","description":"Thrive Tenant ID (used as the Basic auth username)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Thrive API key (used as the Basic auth password)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Region-specific API host"},"audienceId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The audience id or audience reference"},"userRef":{"type":"string","required":true,"visibility":"user-or-llm","description":"The user email, ref, or id to remove"}}},"thrive_remove_user_tags":{"id":"thrive_remove_user_tags","name":"Thrive Remove User Tags","description":"Remove one or more tags from a learner in Thrive.","version":"1.0.0","params":{"tenantId":{"type":"string","required":true,"visibility":"user-only","description":"Thrive Tenant ID (used as the Basic auth username)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Thrive API key (used as the Basic auth password)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Region-specific API host"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The learner ID"},"tags":{"type":"string","required":true,"visibility":"user-or-llm","description":"JSON array of tag names to remove (1-100). Example: [\\"leadership\\"]"}}},"thrive_replace_audience_managers":{"id":"thrive_replace_audience_managers","name":"Thrive Replace Audience Managers","description":"Replace a Thrive audience\'s entire manager list with the given managers (does not support an empty array).","version":"1.0.0","params":{"tenantId":{"type":"string","required":true,"visibility":"user-only","description":"Thrive Tenant ID (used as the Basic auth username)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Thrive API key (used as the Basic auth password)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Region-specific API host"},"audienceId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The audience id or audience reference"},"managers":{"type":"string","required":true,"visibility":"user-or-llm","description":"JSON array of manager objects that replaces the whole manager list (1-100, no empty array). Each: {\\"reference\\":\\"user@example.com\\",\\"permissions\\":{\\"audienceManager\\":{\\"manageContent\\":true,\\"assignments\\":true},\\"peopleManager\\":{\\"canViewLearnPage\\":true,\\"insights\\":false,\\"manage\\":false},\\"administrator\\":{\\"canAddAudienceManagers\\":false}}}"}}},"thrive_replace_audience_members":{"id":"thrive_replace_audience_members","name":"Thrive Replace Audience Members","description":"Replace a Thrive audience\'s entire members list with the given users (does not support an empty array).","version":"1.0.0","params":{"tenantId":{"type":"string","required":true,"visibility":"user-only","description":"Thrive Tenant ID (used as the Basic auth username)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Thrive API key (used as the Basic auth password)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Region-specific API host"},"audienceId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The audience id or audience reference"},"users":{"type":"string","required":true,"visibility":"user-or-llm","description":"JSON array of user emails/refs/ids that replaces the whole members list (1-100, no empty array). Example: [\\"user@example.com\\"]"}}},"thrive_search_users":{"id":"thrive_search_users","name":"Thrive Search Users","description":"Search users in Thrive and return basic user information with pagination.","version":"1.0.0","params":{"tenantId":{"type":"string","required":true,"visibility":"user-only","description":"Thrive Tenant ID (used as the Basic auth username)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Thrive API key (used as the Basic auth password)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Region-specific API host"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number for pagination (default 1)"},"perPage":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (1-1000, default 100)"},"updatedSince":{"type":"string","required":false,"visibility":"user-or-llm","description":"Return only users updated on or after this date/time (ISO 8601)"},"statuses":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated statuses to include: active, inactive, expired, new"},"omitStatuses":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated statuses to exclude: active, inactive, expired, new"},"status":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by a single status: active, inactive, expired, or new"}}},"thrive_suspend_user":{"id":"thrive_suspend_user","name":"Thrive Suspend User","description":"Suspend a user in Thrive by ref, marking the account inactive.","version":"1.0.0","params":{"tenantId":{"type":"string","required":true,"visibility":"user-only","description":"Thrive Tenant ID (used as the Basic auth username)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Thrive API key (used as the Basic auth password)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Region-specific API host"},"ref":{"type":"string","required":true,"visibility":"user-or-llm","description":"The user ref to suspend"},"endDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"The date this individual left your organisation (ISO 8601)"}}},"thrive_update_assignment":{"id":"thrive_update_assignment","name":"Thrive Update Assignment","description":"Update a compliance assignment in Thrive.","version":"1.0.0","params":{"tenantId":{"type":"string","required":true,"visibility":"user-only","description":"Thrive Tenant ID (used as the Basic auth username)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Thrive API key (used as the Basic auth password)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Region-specific API host"},"assignmentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The assignment ID"},"audienceId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The audience ID"},"contentId":{"type":"string","required":false,"visibility":"user-or-llm","description":"The content ID for the primary content"},"completionPeriod":{"type":"number","required":false,"visibility":"user-or-llm","description":"The number of days required to complete the assignment"},"recurrence":{"type":"number","required":false,"visibility":"user-or-llm","description":"The number of days until the assignment will reoccur"},"alternativeContentIds":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON array of content IDs that can also complete the assignment"}}},"thrive_update_audience":{"id":"thrive_update_audience","name":"Thrive Update Audience","description":"Update an audience in Thrive, optionally moving it to a new parent.","version":"1.0.0","params":{"tenantId":{"type":"string","required":true,"visibility":"user-only","description":"Thrive Tenant ID (used as the Basic auth username)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Thrive API key (used as the Basic auth password)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Region-specific API host"},"audienceId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The audience id or audience reference"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"The name of the audience (max 100 characters)"},"reference":{"type":"string","required":false,"visibility":"user-or-llm","description":"The external reference for the audience (max 100 characters)"},"parentId":{"type":"string","required":false,"visibility":"user-or-llm","description":"The id of the parent audience/structure to move the audience to"}}},"thrive_update_user":{"id":"thrive_update_user","name":"Thrive Update User","description":"Update an existing user in Thrive by ref. Only the fields provided are changed.","version":"1.0.0","params":{"tenantId":{"type":"string","required":true,"visibility":"user-only","description":"Thrive Tenant ID (used as the Basic auth username)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Thrive API key (used as the Basic auth password)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Region-specific API host"},"ref":{"type":"string","required":true,"visibility":"user-or-llm","description":"The user ref to update"},"firstName":{"type":"string","required":false,"visibility":"user-or-llm","description":"The given name of the individual"},"lastName":{"type":"string","required":false,"visibility":"user-or-llm","description":"The family name of the individual"},"email":{"type":"string","required":false,"visibility":"user-or-llm","description":"The email address for the user"},"loginMethod":{"type":"string","required":false,"visibility":"user-or-llm","description":"How the user logs in: \'email\' or \'ref\'"},"role":{"type":"string","required":false,"visibility":"user-or-llm","description":"Role assigned: \'administrator\', \'learneradmin\', or \'learner\'"},"jobTitle":{"type":"string","required":false,"visibility":"user-or-llm","description":"Name of this individual\'s role in your organisation"},"managerRef":{"type":"string","required":false,"visibility":"user-or-llm","description":"Your organisation\'s unique identifier for this individual\'s line manager"},"startDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Date this individual started with your organisation (ISO 8601)"},"endDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Date this individual left your organisation (ISO 8601)"},"timeZone":{"type":"string","required":false,"visibility":"user-or-llm","description":"The user\'s preferred timezone"},"languageCode":{"type":"string","required":false,"visibility":"user-or-llm","description":"The user\'s preferred language (e.g. \'en-gb\')"},"sso":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the account is managed by an authentication provider"},"domain":{"type":"string","required":false,"visibility":"user-or-llm","description":"Domain this individual is associated with"},"additionalFields":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON object of custom field key-value pairs. Example: {\\"department\\":\\"Sales\\"}"}}},"thrive_update_user_skills":{"id":"thrive_update_user_skills","name":"Thrive Update User Skills","description":"Update skills and levels for a learner in Thrive.","version":"1.0.0","params":{"tenantId":{"type":"string","required":true,"visibility":"user-only","description":"Thrive Tenant ID (used as the Basic auth username)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Thrive API key (used as the Basic auth password)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Region-specific API host"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The learner ID"},"skills":{"type":"string","required":true,"visibility":"user-or-llm","description":"JSON array of skill objects (1-100). Each: {\\"tagName\\":\\"leadership\\",\\"level\\":1,\\"targetLevel\\":3}. level/targetLevel optional (min -1)."}}},"tiktok_get_post_status":{"id":"tiktok_get_post_status","name":"TikTok Get Post Status","description":"Check the status of a video draft upload. Use the publishId returned from Upload Video Draft to track progress.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"TikTok OAuth access token"},"publishId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The publish ID returned from a post/upload tool."}},"oauth":{"required":true,"provider":"tiktok","requiredScopes":["video.upload"]}},"tiktok_get_user":{"id":"tiktok_get_user","name":"TikTok Get User","description":"Get the authenticated TikTok user profile information including display name, avatar, bio, follower count, and video statistics.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"TikTok OAuth access token"},"fields":{"type":"string","required":false,"visibility":"user-or-llm","default":"open_id,union_id,avatar_url,avatar_large_url,display_name,bio_description,profile_deep_link,is_verified,username,follower_count,following_count,likes_count,video_count","description":"Comma-separated allowlisted fields to return. open_id and display_name are always included. Available: open_id, union_id, avatar_url, avatar_large_url, display_name, bio_description, profile_deep_link, is_verified, username, follower_count, following_count, likes_count, video_count. Include avatar_url or avatar_large_url to receive avatarFile."}},"oauth":{"required":true,"provider":"tiktok","requiredScopes":["user.info.basic","user.info.profile","user.info.stats"]}},"tiktok_list_videos":{"id":"tiktok_list_videos","name":"TikTok List Videos","description":"Get a list of the authenticated user\'s TikTok videos with cover images, titles, and metadata. Supports pagination.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"TikTok OAuth access token"},"maxCount":{"type":"number","required":false,"visibility":"user-or-llm","default":10,"description":"Maximum number of videos to return (1-20)"},"cursor":{"type":"number","required":false,"visibility":"user-or-llm","description":"Cursor for pagination (from previous response)"}},"oauth":{"required":true,"provider":"tiktok","requiredScopes":["video.list"]}},"tiktok_query_videos":{"id":"tiktok_query_videos","name":"TikTok Query Videos","description":"Query specific TikTok videos by their IDs to get fresh metadata including cover images, embed links, and video details.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"TikTok OAuth access token"},"videoIds":{"type":"array","required":true,"visibility":"user-or-llm","description":"Array of video IDs to query (maximum 20)","items":{"type":"string","description":"TikTok video ID"}}},"oauth":{"required":true,"provider":"tiktok","requiredScopes":["video.list"]}},"tiktok_upload_video_draft":{"id":"tiktok_upload_video_draft","name":"TikTok Upload Video Draft","description":"Send an uploaded video to the authenticated user\'s TikTok inbox for manual editing and posting. The user must open TikTok and tap the inbox notification to complete the post. Rate limit: 6 requests per minute per user.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"TikTok OAuth access token"},"file":{"type":"file","required":true,"visibility":"user-only","description":"Video file to upload from the workflow. Maximum size: 250 MB."}},"oauth":{"required":true,"provider":"tiktok","requiredScopes":["video.upload"]}},"tinybird_append_datasource":{"id":"tinybird_append_datasource","name":"Tinybird Append Data Source","description":"Append data to a Tinybird Data Source from a remote file URL (CSV, NDJSON, Parquet).","version":"1.0.0","params":{"base_url":{"type":"string","required":true,"visibility":"user-only","description":"Tinybird API base URL (e.g., https://api.tinybird.co)"},"datasource":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name of the existing Data Source to append to. Example: \\"events_raw\\""},"url":{"type":"string","required":true,"visibility":"user-or-llm","description":"Publicly accessible URL of the file to append. Example: \\"https://example.com/data.csv\\""},"format":{"type":"string","required":false,"visibility":"user-only","description":"Format of the source file: \\"csv\\" (default), \\"ndjson\\", or \\"parquet\\""},"token":{"type":"string","required":true,"visibility":"user-only","description":"Tinybird API Token with DATASOURCES:APPEND or DATASOURCES:CREATE scope"}}},"tinybird_delete_datasource_rows":{"id":"tinybird_delete_datasource_rows","name":"Tinybird Delete Data Source Rows","description":"Delete rows from a Tinybird Data Source matching a SQL condition.","version":"1.0.0","params":{"base_url":{"type":"string","required":true,"visibility":"user-only","description":"Tinybird API base URL (e.g., https://api.tinybird.co)"},"datasource":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name of the Data Source to delete rows from. Example: \\"events_raw\\""},"delete_condition":{"type":"string","required":true,"visibility":"user-or-llm","description":"SQL WHERE-clause condition selecting the rows to delete. Example: \\"country = \'ES\'\\" or \\"event_date < \'2024-01-01\'\\""},"dry_run":{"type":"boolean","required":false,"visibility":"user-only","description":"When true, returns how many rows would be deleted without deleting them. Defaults to false."},"token":{"type":"string","required":true,"visibility":"user-only","description":"Tinybird API Token with DATASOURCES:CREATE scope"}}},"tinybird_events":{"id":"tinybird_events","name":"Tinybird Events","description":"Send events to a Tinybird Data Source using the Events API. 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Defaults to UTC"},"externalId":{"type":"string","required":false,"visibility":"user-or-llm","description":"External identifier to associate with the schedule (e.g., a user ID)"},"deduplicationKey":{"type":"string","required":true,"visibility":"user-or-llm","description":"Key that prevents duplicate schedules; creating again with the same key updates the existing schedule"}}},"trigger_dev_create_waitpoint_token":{"id":"trigger_dev_create_waitpoint_token","name":"Trigger.dev Create Waitpoint Token","description":"Create a Trigger.dev waitpoint token that a task can wait on until it is completed from outside (e.g., a human approval).","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Trigger.dev secret API key (starts with tr_)"},"timeout":{"type":"string","required":false,"visibility":"user-or-llm","description":"How long before the token times out, as a duration (\\"30s\\", \\"1m\\", \\"2h\\", \\"3d\\") or an ISO 8601 date"},"idempotencyKey":{"type":"string","required":false,"visibility":"user-or-llm","description":"Idempotency key; passing the same key before it expires returns the original token"},"idempotencyKeyTTL":{"type":"string","required":false,"visibility":"user-or-llm","description":"How long the idempotency key is valid, as a duration (\\"30s\\", \\"1m\\", \\"2h\\", \\"3d\\")"},"tags":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated tags to attach to the waitpoint (max 10, each under 128 characters)"}}},"trigger_dev_deactivate_schedule":{"id":"trigger_dev_deactivate_schedule","name":"Trigger.dev Deactivate Schedule","description":"Deactivate an imperative Trigger.dev schedule so it stops triggering its task.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Trigger.dev secret API key (starts with tr_)"},"scheduleId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the schedule to deactivate (starts with sched_)"}}},"trigger_dev_delete_env_var":{"id":"trigger_dev_delete_env_var","name":"Trigger.dev Delete Env Var","description":"Delete an environment variable from a Trigger.dev project environment.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Trigger.dev secret API key (starts with tr_)"},"projectRef":{"type":"string","required":true,"visibility":"user-or-llm","description":"External ref of the project, from the project settings (starts with proj_)"},"environment":{"type":"string","required":true,"visibility":"user-or-llm","description":"Environment the variable belongs to: dev, staging, or prod"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name of the environment variable to delete (e.g., \\"SLACK_API_KEY\\")"}}},"trigger_dev_delete_schedule":{"id":"trigger_dev_delete_schedule","name":"Trigger.dev Delete Schedule","description":"Delete an imperative Trigger.dev schedule by its ID.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Trigger.dev secret API key (starts with tr_)"},"scheduleId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the schedule to delete (starts with sched_)"}}},"trigger_dev_execute_query":{"id":"trigger_dev_execute_query","name":"Trigger.dev Execute Query","description":"Execute a TRQL (SQL-like) query against Trigger.dev run data for reporting and analytics.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Trigger.dev secret API key (starts with tr_)"},"query":{"type":"string","required":true,"visibility":"user-or-llm","description":"TRQL query to execute (e.g., \\"SELECT run_id, status, triggered_at FROM runs WHERE status = \'Failed\' LIMIT 10\\")"},"scope":{"type":"string","required":false,"visibility":"user-or-llm","description":"Scope of data to query: environment (default), project, or organization"},"period":{"type":"string","required":false,"visibility":"user-or-llm","description":"Time period shorthand (e.g., \\"1h\\", \\"7d\\", \\"30d\\"). Cannot be combined with from/to"},"from":{"type":"string","required":false,"visibility":"user-or-llm","description":"Start of the time range as an ISO 8601 timestamp. Must be used with \\"to\\""},"to":{"type":"string","required":false,"visibility":"user-or-llm","description":"End of the time range as an ISO 8601 timestamp. Must be used with \\"from\\""},"format":{"type":"string","required":false,"visibility":"user-or-llm","description":"Response format: \\"json\\" (default) for structured rows or \\"csv\\" for a CSV string"}}},"trigger_dev_get_batch":{"id":"trigger_dev_get_batch","name":"Trigger.dev Get Batch","description":"Retrieve a Trigger.dev batch by its ID, including its status, run IDs, and success and failure counts.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Trigger.dev secret API key (starts with tr_)"},"batchId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the batch to retrieve (starts with batch_)"}}},"trigger_dev_get_batch_results":{"id":"trigger_dev_get_batch_results","name":"Trigger.dev Get Batch Results","description":"Retrieve the execution results of every run in a Trigger.dev batch, including outputs and error details.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Trigger.dev secret API key (starts with tr_)"},"batchId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the batch to retrieve results for (starts with batch_)"}}},"trigger_dev_get_deployment":{"id":"trigger_dev_get_deployment","name":"Trigger.dev Get Deployment","description":"Retrieve a Trigger.dev deployment by its ID, including its status, version, and registered tasks.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Trigger.dev secret API key (starts with tr_)"},"deploymentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the deployment to retrieve"}}},"trigger_dev_get_env_var":{"id":"trigger_dev_get_env_var","name":"Trigger.dev Get Env Var","description":"Retrieve an environment variable from a Trigger.dev project environment. The value is returned in plaintext and will appear in workflow outputs and run history.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Trigger.dev secret API key (starts with tr_)"},"projectRef":{"type":"string","required":true,"visibility":"user-or-llm","description":"External ref of the project, from the project settings (starts with proj_)"},"environment":{"type":"string","required":true,"visibility":"user-or-llm","description":"Environment to read the variable from: dev, staging, or prod"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name of the environment variable (e.g., \\"SLACK_API_KEY\\")"}}},"trigger_dev_get_latest_deployment":{"id":"trigger_dev_get_latest_deployment","name":"Trigger.dev Get Latest Deployment","description":"Retrieve the latest Trigger.dev deployment in the environment of the API key.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Trigger.dev secret API key (starts with tr_)"}}},"trigger_dev_get_query_schema":{"id":"trigger_dev_get_query_schema","name":"Trigger.dev Get Query Schema","description":"Retrieve the TRQL query schema: the tables and columns available for Execute Query, with types and allowed values.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Trigger.dev secret API key (starts with tr_)"}}},"trigger_dev_get_queue":{"id":"trigger_dev_get_queue","name":"Trigger.dev Get Queue","description":"Retrieve a Trigger.dev queue by ID, task identifier, or custom queue name, including its running and queued counts.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Trigger.dev secret API key (starts with tr_)"},"queueName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Queue ID (starts with queue_), task identifier, or custom queue name, depending on the queue type"},"queueType":{"type":"string","required":false,"visibility":"user-or-llm","description":"How to interpret the queue name: \\"id\\" (default) for a queue ID, \\"task\\" for a task identifier, or \\"custom\\" for a custom queue name"}}},"trigger_dev_get_run":{"id":"trigger_dev_get_run","name":"Trigger.dev Get Run","description":"Retrieve a Trigger.dev run by its ID, including status, payload, output, attempts, and timing details.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Trigger.dev secret API key (starts with tr_)"},"runId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the run to retrieve (starts with run_)"}}},"trigger_dev_get_run_events":{"id":"trigger_dev_get_run_events","name":"Trigger.dev Get Run Events","description":"Retrieve the log and span events of a Trigger.dev run, including messages, levels, durations, and error events.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Trigger.dev secret API key (starts with tr_)"},"runId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the run to retrieve events for (starts with run_)"}}},"trigger_dev_get_run_result":{"id":"trigger_dev_get_run_result","name":"Trigger.dev Get Run Result","description":"Retrieve the result of a Trigger.dev run: whether it succeeded, its output, and error details. Lighter than Get Run when only the outcome is needed.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Trigger.dev secret API key (starts with tr_)"},"runId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the run to retrieve the result for (starts with run_)"}}},"trigger_dev_get_run_trace":{"id":"trigger_dev_get_run_trace","name":"Trigger.dev Get Run Trace","description":"Retrieve the OpenTelemetry trace of a Trigger.dev run as a tree of spans with timing, errors, and nested children.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Trigger.dev secret API key (starts with tr_)"},"runId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the run to retrieve the trace for (starts with run_)"}}},"trigger_dev_get_schedule":{"id":"trigger_dev_get_schedule","name":"Trigger.dev Get Schedule","description":"Retrieve a Trigger.dev schedule by its ID.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Trigger.dev secret API key (starts with tr_)"},"scheduleId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the schedule to retrieve (starts with sched_)"}}},"trigger_dev_get_waitpoint_token":{"id":"trigger_dev_get_waitpoint_token","name":"Trigger.dev Get Waitpoint Token","description":"Retrieve a Trigger.dev waitpoint token by its ID, including its status, timeout, and completion data.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Trigger.dev secret API key (starts with tr_)"},"waitpointId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the waitpoint token to retrieve (starts with waitpoint_)"}}},"trigger_dev_import_env_vars":{"id":"trigger_dev_import_env_vars","name":"Trigger.dev Import Env Vars","description":"Upload multiple environment variables to a Trigger.dev project environment in one request.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Trigger.dev secret API key (starts with tr_)"},"projectRef":{"type":"string","required":true,"visibility":"user-or-llm","description":"External ref of the project, from the project settings (starts with proj_)"},"environment":{"type":"string","required":true,"visibility":"user-or-llm","description":"Environment to upload the variables to: dev, staging, or prod"},"variables":{"type":"json","required":true,"visibility":"user-only","description":"JSON array of environment variables to upload. Example: [{\\"name\\": \\"SLACK_API_KEY\\", \\"value\\": \\"slack_123\\"}]"},"override":{"type":"string","required":false,"visibility":"user-or-llm","description":"Whether to override existing variables: \\"true\\" or \\"false\\" (default false)"}}},"trigger_dev_list_deployments":{"id":"trigger_dev_list_deployments","name":"Trigger.dev List Deployments","description":"List Trigger.dev deployments in the environment of the API key, with optional status and creation-time filters.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Trigger.dev secret API key (starts with tr_)"},"status":{"type":"string","required":false,"visibility":"user-or-llm","description":"Deployment status to filter by: PENDING, BUILDING, DEPLOYING, DEPLOYED, FAILED, CANCELED, or TIMED_OUT"},"period":{"type":"string","required":false,"visibility":"user-or-llm","description":"Only return deployments created in the given period (e.g., \\"1h\\", \\"7d\\")"},"from":{"type":"string","required":false,"visibility":"user-or-llm","description":"Only return deployments created on or after this ISO 8601 timestamp"},"to":{"type":"string","required":false,"visibility":"user-or-llm","description":"Only return deployments created on or before this ISO 8601 timestamp"},"pageSize":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of deployments per page (5 to 100, default 20)"},"pageAfter":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor to start the page after, from the previous response pagination"}}},"trigger_dev_list_env_vars":{"id":"trigger_dev_list_env_vars","name":"Trigger.dev List Env Vars","description":"List the environment variables of a Trigger.dev project environment. Values are returned in plaintext and will appear in workflow outputs and run history — scope this operation carefully.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Trigger.dev secret API key (starts with tr_)"},"projectRef":{"type":"string","required":true,"visibility":"user-or-llm","description":"External ref of the project, from the project settings (starts with proj_)"},"environment":{"type":"string","required":true,"visibility":"user-or-llm","description":"Environment to list variables for: dev, staging, or prod"}}},"trigger_dev_list_queues":{"id":"trigger_dev_list_queues","name":"Trigger.dev List Queues","description":"List the queues in the environment of the API key, including running and queued counts, with page-based pagination.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Trigger.dev secret API key (starts with tr_)"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number to return (default 1)"},"perPage":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of queues per page"}}},"trigger_dev_list_runs":{"id":"trigger_dev_list_runs","name":"Trigger.dev List Runs","description":"List Trigger.dev runs in the environment of the API key, with optional filters for status, task, version, tags, schedule, and creation time.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Trigger.dev secret API key (starts with tr_)"},"status":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated run statuses to filter by: PENDING_VERSION, DELAYED, QUEUED, EXECUTING, REATTEMPTING, FROZEN, COMPLETED, CANCELED, FAILED, CRASHED, INTERRUPTED, SYSTEM_FAILURE"},"taskIdentifier":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated task identifiers to filter by"},"version":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated worker versions to filter by (e.g., \\"20240101.1\\")"},"tag":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated tags to filter by"},"schedule":{"type":"string","required":false,"visibility":"user-or-llm","description":"Schedule ID to filter by (starts with sched_)"},"isTest":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by test runs: \\"true\\" for only test runs, \\"false\\" to exclude them"},"period":{"type":"string","required":false,"visibility":"user-or-llm","description":"Only return runs created in the given period (e.g., \\"1h\\", \\"7d\\")"},"from":{"type":"string","required":false,"visibility":"user-or-llm","description":"Only return runs created on or after this ISO 8601 timestamp"},"to":{"type":"string","required":false,"visibility":"user-or-llm","description":"Only return runs created on or before this ISO 8601 timestamp"},"pageSize":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of runs per page (max 100, default 25)"},"pageAfter":{"type":"string","required":false,"visibility":"user-or-llm","description":"Run ID to start the page after, for forward pagination"},"pageBefore":{"type":"string","required":false,"visibility":"user-or-llm","description":"Run ID to start the page before, for backward pagination"}}},"trigger_dev_list_schedules":{"id":"trigger_dev_list_schedules","name":"Trigger.dev List Schedules","description":"List Trigger.dev schedules in the project, with page-based pagination.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Trigger.dev secret API key (starts with tr_)"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number to return (default 1)"},"perPage":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of schedules per page"}}},"trigger_dev_list_timezones":{"id":"trigger_dev_list_timezones","name":"Trigger.dev List Timezones","description":"List the IANA timezones supported by Trigger.dev schedules, for use as the timezone of a cron schedule.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Trigger.dev secret API key (starts with tr_)"},"excludeUtc":{"type":"string","required":false,"visibility":"user-or-llm","description":"Set to \\"true\\" to exclude UTC from the returned timezones"}}},"trigger_dev_list_waitpoint_tokens":{"id":"trigger_dev_list_waitpoint_tokens","name":"Trigger.dev List Waitpoint Tokens","description":"List Trigger.dev waitpoint tokens in the environment of the API key, with optional status, tag, and creation-time filters.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Trigger.dev secret API key (starts with tr_)"},"status":{"type":"string","required":false,"visibility":"user-or-llm","description":"Waitpoint status to filter by: WAITING, COMPLETED, or TIMED_OUT"},"idempotencyKey":{"type":"string","required":false,"visibility":"user-or-llm","description":"Idempotency key to filter by"},"tags":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated tags to filter by"},"period":{"type":"string","required":false,"visibility":"user-or-llm","description":"Only return tokens created in the given period (e.g., \\"1h\\", \\"7d\\")"},"from":{"type":"string","required":false,"visibility":"user-or-llm","description":"Only return tokens created on or after this ISO 8601 timestamp"},"to":{"type":"string","required":false,"visibility":"user-or-llm","description":"Only return tokens created on or before this ISO 8601 timestamp"},"pageSize":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of tokens per page (max 100)"},"pageAfter":{"type":"string","required":false,"visibility":"user-or-llm","description":"Waitpoint ID to start the page after, for forward pagination"},"pageBefore":{"type":"string","required":false,"visibility":"user-or-llm","description":"Waitpoint ID to start the page before, for backward pagination"}}},"trigger_dev_override_queue_concurrency":{"id":"trigger_dev_override_queue_concurrency","name":"Trigger.dev Override Queue Concurrency","description":"Override the concurrency limit of a Trigger.dev queue with a new value.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Trigger.dev secret API key (starts with tr_)"},"queueName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Queue ID (starts with queue_), task identifier, or custom queue name, depending on the queue type"},"queueType":{"type":"string","required":false,"visibility":"user-or-llm","description":"How to interpret the queue name: \\"id\\" (default) for a queue ID, \\"task\\" for a task identifier, or \\"custom\\" for a custom queue name"},"concurrencyLimit":{"type":"number","required":true,"visibility":"user-or-llm","description":"New concurrency limit for the queue (0 to 100000)"}}},"trigger_dev_pause_queue":{"id":"trigger_dev_pause_queue","name":"Trigger.dev Pause Queue","description":"Pause a Trigger.dev queue so no new runs start. Runs that are currently executing continue to completion.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Trigger.dev secret API key (starts with tr_)"},"queueName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Queue ID (starts with queue_), task identifier, or custom queue name, depending on the queue type"},"queueType":{"type":"string","required":false,"visibility":"user-or-llm","description":"How to interpret the queue name: \\"id\\" (default) for a queue ID, \\"task\\" for a task identifier, or \\"custom\\" for a custom queue name"}}},"trigger_dev_promote_deployment":{"id":"trigger_dev_promote_deployment","name":"Trigger.dev Promote Deployment","description":"Promote a Trigger.dev deployment version so new runs execute on it (e.g., to roll back to a previous version).","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Trigger.dev secret API key (starts with tr_)"},"version":{"type":"string","required":true,"visibility":"user-or-llm","description":"Deployment version to promote (e.g., \\"20250228.1\\")"}}},"trigger_dev_replay_run":{"id":"trigger_dev_replay_run","name":"Trigger.dev Replay Run","description":"Replay a Trigger.dev run, creating a new run with the same payload and options as the original.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Trigger.dev secret API key (starts with tr_)"},"runId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the run to replay (starts with run_)"}}},"trigger_dev_reschedule_run":{"id":"trigger_dev_reschedule_run","name":"Trigger.dev Reschedule Run","description":"Reschedule a delayed Trigger.dev run with a new delay. Only valid while the run is in the DELAYED state.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Trigger.dev secret API key (starts with tr_)"},"runId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the delayed run to reschedule (starts with run_)"},"delay":{"type":"string","required":true,"visibility":"user-or-llm","description":"New delay for the run, as a duration (\\"30m\\", \\"1h\\", \\"2d\\") or an ISO 8601 date to delay until"}}},"trigger_dev_reset_queue_concurrency":{"id":"trigger_dev_reset_queue_concurrency","name":"Trigger.dev Reset Queue Concurrency","description":"Reset the concurrency limit of a Trigger.dev queue back to its base value, removing any override.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Trigger.dev secret API key (starts with tr_)"},"queueName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Queue ID (starts with queue_), task identifier, or custom queue name, depending on the queue type"},"queueType":{"type":"string","required":false,"visibility":"user-or-llm","description":"How to interpret the queue name: \\"id\\" (default) for a queue ID, \\"task\\" for a task identifier, or \\"custom\\" for a custom queue name"}}},"trigger_dev_resume_queue":{"id":"trigger_dev_resume_queue","name":"Trigger.dev Resume Queue","description":"Resume a paused Trigger.dev queue so new runs can start again.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Trigger.dev secret API key (starts with tr_)"},"queueName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Queue ID (starts with queue_), task identifier, or custom queue name, depending on the queue type"},"queueType":{"type":"string","required":false,"visibility":"user-or-llm","description":"How to interpret the queue name: \\"id\\" (default) for a queue ID, \\"task\\" for a task identifier, or \\"custom\\" for a custom queue name"}}},"trigger_dev_trigger_task":{"id":"trigger_dev_trigger_task","name":"Trigger.dev Trigger Task","description":"Trigger a Trigger.dev task by its identifier with an optional JSON payload. Returns the ID of the created run.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Trigger.dev secret API key (starts with tr_)"},"taskIdentifier":{"type":"string","required":true,"visibility":"user-or-llm","description":"Identifier of the task to trigger (e.g., \\"send-welcome-email\\")"},"payload":{"type":"json","required":false,"visibility":"user-or-llm","description":"JSON payload passed to the task run. 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30)"},"checkTimeout":{"type":"number","required":false,"visibility":"user-or-llm","description":"Check timeout in seconds, 0-60 (HTTP, Keyword and Port monitors only)"},"port":{"type":"number","required":false,"visibility":"user-or-llm","description":"Port to check, 1-65535 (required for Port and UDP monitors)"},"keywordType":{"type":"string","required":false,"visibility":"user-or-llm","description":"Keyword match type for Keyword monitors: ALERT_EXISTS or ALERT_NOT_EXISTS"},"keywordValue":{"type":"string","required":false,"visibility":"user-or-llm","description":"Keyword to look for (Keyword monitors only)"},"keywordCaseType":{"type":"number","required":false,"visibility":"user-or-llm","description":"Keyword case sensitivity: 0 (case-sensitive) or 1 (case-insensitive)"},"httpMethodType":{"type":"string","required":false,"visibility":"user-or-llm","description":"HTTP method: HEAD, GET, POST, PUT, PATCH, DELETE, or OPTIONS (defaults to 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(api.vanta-gov.com)"},"documentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Unique ID of the document"}}},"vanta_get_framework":{"id":"vanta_get_framework","name":"Vanta Get Framework","description":"Get a Vanta compliance framework by ID, including its requirement categories and mapped controls","version":"1.0.0","params":{"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Vanta OAuth application client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Vanta OAuth application client secret"},"region":{"type":"string","required":false,"visibility":"user-only","description":"Vanta API region: \\"us\\" (api.vanta.com, default) or \\"gov\\" (api.vanta-gov.com)"},"frameworkId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Unique ID of the framework (e.g., soc2)"}}},"vanta_get_person":{"id":"vanta_get_person","name":"Vanta Get Person","description":"Get a person tracked in Vanta by ID, including employment, leave, and security task status","version":"1.0.0","params":{"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Vanta OAuth application client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Vanta OAuth application client secret"},"region":{"type":"string","required":false,"visibility":"user-only","description":"Vanta API region: \\"us\\" (api.vanta.com, default) or \\"gov\\" (api.vanta-gov.com)"},"personId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Unique ID of the person"}}},"vanta_get_policy":{"id":"vanta_get_policy","name":"Vanta Get Policy","description":"Get a Vanta security policy by ID, including its approval status and latest approved version documents","version":"1.0.0","params":{"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Vanta OAuth application client 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\\"us\\" (api.vanta.com, default) or \\"gov\\" (api.vanta-gov.com)"},"riskScenarioId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Unique ID of the risk scenario"}}},"vanta_get_test":{"id":"vanta_get_test","name":"Vanta Get Test","description":"Get a Vanta automated compliance test by ID, including its status and remediation info","version":"1.0.0","params":{"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Vanta OAuth application client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Vanta OAuth application client secret"},"region":{"type":"string","required":false,"visibility":"user-only","description":"Vanta API region: \\"us\\" (api.vanta.com, default) or \\"gov\\" (api.vanta-gov.com)"},"testId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Unique ID of the test (e.g., test-aws-cloudtrail-enabled)"}}},"vanta_get_vendor":{"id":"vanta_get_vendor","name":"Vanta Get Vendor","description":"Get a Vanta vendor by ID, including risk levels, contract details, and authentication info","version":"1.0.0","params":{"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Vanta OAuth application client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Vanta OAuth application client secret"},"region":{"type":"string","required":false,"visibility":"user-only","description":"Vanta API region: \\"us\\" (api.vanta.com, default) or \\"gov\\" (api.vanta-gov.com)"},"vendorId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Unique ID of the vendor"}}},"vanta_get_vulnerable_asset":{"id":"vanta_get_vulnerable_asset","name":"Vanta Get Vulnerable Asset","description":"Get a vulnerable asset in Vanta by ID, including the scanners reporting it and per-scanner asset 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security controls in a Vanta account, optionally filtered by framework","version":"1.0.0","params":{"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Vanta OAuth application client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Vanta OAuth application client secret"},"region":{"type":"string","required":false,"visibility":"user-only","description":"Vanta API region: \\"us\\" (api.vanta.com, default) or \\"gov\\" (api.vanta-gov.com)"},"frameworkMatchesAny":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated framework IDs to filter controls by (e.g., soc2,iso27001)"},"pageSize":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of items per page (1-100, default 10)"},"pageCursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor: pass the endCursor from the previous response to fetch the next page"}}},"vanta_list_document_uploads":{"id":"vanta_list_document_uploads","name":"Vanta List Document Uploads","description":"List the files uploaded to a specific Vanta evidence document","version":"1.0.0","params":{"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Vanta OAuth application client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Vanta OAuth application client secret"},"region":{"type":"string","required":false,"visibility":"user-only","description":"Vanta API region: \\"us\\" (api.vanta.com, default) or \\"gov\\" (api.vanta-gov.com)"},"documentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Unique ID of the document"},"pageSize":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of items per page (1-100, default 10)"},"pageCursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination 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client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Vanta OAuth application client secret"},"region":{"type":"string","required":false,"visibility":"user-only","description":"Vanta API region: \\"us\\" (api.vanta.com, default) or \\"gov\\" (api.vanta-gov.com)"},"pageSize":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of items per page (1-100, default 10)"},"pageCursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor: pass the endCursor from the previous response to fetch the next page"}}},"vanta_list_monitored_computers":{"id":"vanta_list_monitored_computers","name":"Vanta List Monitored Computers","description":"List the monitored computers in a Vanta account with screenlock, disk encryption, password manager, and antivirus check 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FORMER"},"groupIdsMatchesAny":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated group IDs to filter people by"},"tasksSummaryStatusMatchesAny":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated task summary statuses to filter by: NONE, DUE_SOON, OVERDUE, COMPLETE, PAUSED, OFFBOARDING_DUE_SOON, OFFBOARDING_OVERDUE, OFFBOARDING_COMPLETE"},"taskTypeMatchesAny":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated task types to filter by: COMPLETE_TRAININGS, ACCEPT_POLICIES, COMPLETE_CUSTOM_TASKS, COMPLETE_CUSTOM_OFFBOARDING_TASKS, INSTALL_DEVICE_MONITORING, COMPLETE_BACKGROUND_CHECKS"},"taskStatusMatchesAny":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated task statuses to filter by: COMPLETE, DUE_SOON, OVERDUE, NONE"},"pageSize":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of items per page (1-100, default 10)"},"pageCursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor: pass the endCursor from the previous response to fetch the next page"}}},"vanta_list_policies":{"id":"vanta_list_policies","name":"Vanta List Policies","description":"List the security policies in a Vanta account with approval status and version info","version":"1.0.0","params":{"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Vanta OAuth application client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Vanta OAuth application client secret"},"region":{"type":"string","required":false,"visibility":"user-only","description":"Vanta API region: \\"us\\" (api.vanta.com, default) or \\"gov\\" (api.vanta-gov.com)"},"pageSize":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of items per page (1-100, default 10)"},"pageCursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor: pass the endCursor from the previous response to fetch the next page"}}},"vanta_list_risk_scenarios":{"id":"vanta_list_risk_scenarios","name":"Vanta List Risk Scenarios","description":"List the risk scenarios in a Vanta risk register with likelihood/impact scores, treatment decisions, and review status","version":"1.0.0","params":{"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Vanta OAuth application client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Vanta OAuth application client secret"},"region":{"type":"string","required":false,"visibility":"user-only","description":"Vanta API region: \\"us\\" (api.vanta.com, default) or \\"gov\\" (api.vanta-gov.com)"},"searchString":{"type":"string","required":false,"visibility":"user-or-llm","description":"Search string to filter risk 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name"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"New project name"},"framework":{"type":"string","required":false,"visibility":"user-or-llm","description":"Project framework (e.g. nextjs, remix, vite)"},"buildCommand":{"type":"string","required":false,"visibility":"user-or-llm","description":"Custom build command"},"outputDirectory":{"type":"string","required":false,"visibility":"user-or-llm","description":"Custom output directory"},"installCommand":{"type":"string","required":false,"visibility":"user-or-llm","description":"Custom install command"},"rootDirectory":{"type":"string","required":false,"visibility":"user-or-llm","description":"Subdirectory of the repository the project lives in (for monorepos)"},"nodeVersion":{"type":"string","required":false,"visibility":"user-or-llm","description":"Node.js version to use (e.g. 22.x, 20.x, 18.x)"},"devCommand":{"type":"string","required":false,"visibility":"user-or-llm","description":"Custom dev 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redirect"},"redirectStatusCode":{"type":"number","required":false,"visibility":"user-or-llm","description":"HTTP status code for redirect (301, 302, 307, 308)"},"gitBranch":{"type":"string","required":false,"visibility":"user-or-llm","description":"Git branch to link the domain to"},"teamId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Team ID to scope the request"},"slug":{"type":"string","required":false,"visibility":"user-or-llm","description":"Team slug to scope the request (alternative to teamId)"}}},"vercel_verify_project_domain":{"id":"vercel_verify_project_domain","name":"Vercel Verify Project Domain","description":"Verify a Vercel project domain by checking its verification challenge","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Vercel Access Token"},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Project ID or name"},"domain":{"type":"string","required":true,"visibility":"user-or-llm","description":"Domain name to verify"},"teamId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Team ID to scope the request"},"slug":{"type":"string","required":false,"visibility":"user-or-llm","description":"Team slug to scope the request (alternative to teamId)"}}},"video_falai":{"id":"video_falai","name":"Fal.ai Video Generation","description":"Generate videos using Fal.ai with access to Veo 3.1, Sora 2, Seedance 2.0, Kling 3.0, MiniMax Hailuo 2.3, WAN 2.2, LTX 2.3, and previously supported models","version":"1.0.0","params":{"provider":{"type":"string","required":true,"visibility":"user-only","description":"Video provider (falai)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Fal.ai API key"},"model":{"type":"string","required":true,"visibility":"user-or-llm","description":"Fal.ai model: veo-3.1, veo-3.1-fast, sora-2, sora-2-pro, seedance-2.0, seedance-2.0-fast, kling-v3-pro, kling-v3-4k, kling-o3-pro, kling-o3-4k, minimax-hailuo-2.3-pro, minimax-hailuo-2.3-standard, wan-2.2-a14b-turbo, ltx-2.3, ltx-2.3-fast, plus previously supported model IDs"},"prompt":{"type":"string","required":true,"visibility":"user-or-llm","description":"Text prompt describing the video to generate"},"duration":{"type":"number","required":false,"visibility":"user-or-llm","description":"Video duration in seconds (varies by model)"},"aspectRatio":{"type":"string","required":false,"visibility":"user-or-llm","description":"Aspect ratio (varies by model): 16:9, 9:16, 1:1"},"resolution":{"type":"string","required":false,"visibility":"user-or-llm","description":"Video resolution (varies by model): 480p, 580p, 720p, 1080p, true_1080p, 1440p, 2160p, 4k"},"promptOptimizer":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Enable prompt optimization for MiniMax models (default: true)"},"generateAudio":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Generate native audio when supported by the selected Fal.ai model"}}},"video_luma":{"id":"video_luma","name":"Luma Dream Machine Video","description":"Generate videos using Luma Dream Machine with advanced camera controls","version":"1.0.0","params":{"provider":{"type":"string","required":true,"visibility":"user-only","description":"Video provider (luma)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Luma AI API key"},"model":{"type":"string","required":false,"visibility":"user-or-llm","description":"Luma model: ray-2 (default)"},"prompt":{"type":"string","required":true,"visibility":"user-or-llm","description":"Text prompt describing the video to generate"},"duration":{"type":"number","required":false,"visibility":"user-or-llm","description":"Video duration in seconds (5 or 9, default: 5)"},"aspectRatio":{"type":"string","required":false,"visibility":"user-or-llm","description":"Aspect ratio: 16:9 (landscape), 9:16 (portrait), or 1:1 (square)"},"resolution":{"type":"string","required":false,"visibility":"user-or-llm","description":"Video resolution: 540p, 720p, or 1080p (default: 1080p)"},"cameraControl":{"type":"json","required":false,"visibility":"user-or-llm","description":"Camera controls as array of concept objects. Format: [{ \\"key\\": \\"concept_name\\" }]. Valid keys: truck_left, truck_right, pan_left, pan_right, tilt_up, tilt_down, zoom_in, zoom_out, push_in, pull_out, orbit_left, orbit_right, crane_up, crane_down, static, handheld, and 20+ more predefined options"}}},"video_minimax":{"id":"video_minimax","name":"MiniMax Hailuo Video","description":"Generate videos using MiniMax Hailuo through MiniMax Platform API with advanced realism and prompt optimization","version":"1.0.0","params":{"provider":{"type":"string","required":true,"visibility":"user-only","description":"Video provider (minimax)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"MiniMax API key from platform.minimax.io"},"model":{"type":"string","required":false,"visibility":"user-or-llm","description":"MiniMax model: hailuo-2.3 (default) or hailuo-02"},"prompt":{"type":"string","required":true,"visibility":"user-or-llm","description":"Text prompt describing the video to generate"},"duration":{"type":"number","required":false,"visibility":"user-or-llm","description":"Video duration in seconds (6 or 10, default: 6)"},"endpoint":{"type":"string","required":false,"visibility":"user-or-llm","description":"Quality endpoint: standard (768P) or pro (1080P for 6s videos)"},"promptOptimizer":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Enable prompt optimization for better results (default: true)"}}},"video_runway":{"id":"video_runway","name":"Runway Gen-4 Video","description":"Generate videos using Runway Gen-4 with world consistency and visual references","version":"1.0.0","params":{"provider":{"type":"string","required":true,"visibility":"user-only","description":"Video provider (runway)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Runway API key"},"model":{"type":"string","required":false,"visibility":"user-or-llm","description":"Runway model: gen-4 (default, higher quality) or gen-4-turbo (faster)"},"prompt":{"type":"string","required":true,"visibility":"user-or-llm","description":"Text prompt describing the video to generate"},"duration":{"type":"number","required":false,"visibility":"user-or-llm","description":"Video duration in seconds (5 or 10, default: 5)"},"aspectRatio":{"type":"string","required":false,"visibility":"user-or-llm","description":"Aspect ratio: 16:9 (landscape), 9:16 (portrait), or 1:1 (square)"},"resolution":{"type":"string","required":false,"visibility":"user-or-llm","description":"Video resolution (720p output). Note: Gen-4 Turbo outputs at 720p natively"},"visualReference":{"type":"file","required":true,"visibility":"user-or-llm","description":"Reference image REQUIRED for Gen-4 (UserFile object). Gen-4 only supports image-to-video, not text-only generation"}}},"video_veo":{"id":"video_veo","name":"Google Veo 3 Video","description":"Generate videos using Google Veo 3/3.1 with native audio generation","version":"1.0.0","params":{"provider":{"type":"string","required":true,"visibility":"user-only","description":"Video provider (veo)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Google Gemini API key"},"model":{"type":"string","required":false,"visibility":"user-or-llm","description":"Veo model: veo-3 (default, highest quality), veo-3-fast (faster), or veo-3.1 (latest)"},"prompt":{"type":"string","required":true,"visibility":"user-or-llm","description":"Text prompt describing the video to generate"},"duration":{"type":"number","required":false,"visibility":"user-or-llm","description":"Video duration in seconds (4, 6, or 8, default: 8)"},"aspectRatio":{"type":"string","required":false,"visibility":"user-or-llm","description":"Aspect ratio: 16:9 (landscape) or 9:16 (portrait)"},"resolution":{"type":"string","required":false,"visibility":"user-or-llm","description":"Video resolution: 720p or 1080p (default: 1080p)"}}},"vision_tool":{"id":"vision_tool","name":"Vision Tool","description":"Process and analyze images using advanced vision models. Capable of understanding image content, extracting text, identifying objects, and providing detailed visual descriptions.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"API key for the selected model provider"},"imageUrl":{"type":"string","required":false,"visibility":"user-only","description":"Publicly accessible image URL"},"imageFile":{"type":"file","required":false,"visibility":"user-only","description":"Image file to analyze"},"model":{"type":"string","required":false,"visibility":"user-only","description":"Vision model to use (gpt-4o, claude-3-opus-20240229, etc)"},"prompt":{"type":"string","required":false,"visibility":"user-or-llm","description":"Custom prompt for image analysis"}}},"vision_tool_v2":{"id":"vision_tool_v2","name":"Vision Tool","description":"Process and analyze images using advanced vision models. Capable of understanding image content, extracting text, identifying objects, and providing detailed visual descriptions.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"API key for the selected model provider"},"imageFile":{"type":"file","required":true,"visibility":"user-only","description":"Image file to analyze"},"model":{"type":"string","required":false,"visibility":"user-only","description":"Vision model to use (gpt-4o, claude-3-opus-20240229, etc)"},"prompt":{"type":"string","required":false,"visibility":"user-or-llm","description":"Custom prompt for image analysis"}}},"wealthbox_read_contact":{"id":"wealthbox_read_contact","name":"Read Wealthbox Contact","description":"Read content from a Wealthbox contact","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Wealthbox API"},"contactId":{"type":"string","required":false,"visibility":"user-or-llm","description":"The ID of the contact to read (e.g., \\"12345\\")"}}},"wealthbox_read_note":{"id":"wealthbox_read_note","name":"Read Wealthbox Note","description":"Read content from a Wealthbox note","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"description":"The access token for the Wealthbox API","visibility":"hidden"},"noteId":{"type":"string","required":false,"description":"The ID of the note to read (e.g., \\"11111\\")","visibility":"user-or-llm"}}},"wealthbox_read_task":{"id":"wealthbox_read_task","name":"Read Wealthbox Task","description":"Read content from a Wealthbox task","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"description":"The access token for the Wealthbox API","visibility":"hidden"},"taskId":{"type":"string","required":false,"description":"The ID of the task to read (e.g., \\"67890\\")","visibility":"user-or-llm"}}},"wealthbox_write_contact":{"id":"wealthbox_write_contact","name":"Write Wealthbox Contact","description":"Create a new Wealthbox contact","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"description":"The access token for the Wealthbox API","visibility":"hidden"},"firstName":{"type":"string","required":true,"description":"The first name of the contact","visibility":"user-or-llm"},"lastName":{"type":"string","required":true,"description":"The last name of the contact","visibility":"user-or-llm"},"emailAddress":{"type":"string","required":false,"description":"The email address of the contact","visibility":"user-or-llm"},"backgroundInformation":{"type":"string","required":false,"description":"Background information about the contact","visibility":"user-or-llm"}}},"wealthbox_write_note":{"id":"wealthbox_write_note","name":"Write Wealthbox Note","description":"Create or update a Wealthbox note","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"description":"The access token for the Wealthbox API","visibility":"hidden"},"content":{"type":"string","required":true,"description":"The main body of the note","visibility":"user-or-llm"},"contactId":{"type":"string","required":false,"description":"ID of contact to link to this note (e.g., \\"12345\\")","visibility":"user-or-llm"}}},"wealthbox_write_task":{"id":"wealthbox_write_task","name":"Write Wealthbox Task","description":"Create or update a Wealthbox task","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"description":"The access token for the Wealthbox API","visibility":"hidden"},"title":{"type":"string","required":true,"description":"The name/title of the task","visibility":"user-or-llm"},"dueDate":{"type":"string","required":true,"description":"The due date and time of the task (format: \\"YYYY-MM-DD HH:MM AM/PM -HHMM\\", e.g., \\"2015-05-24 11:00 AM -0400\\")","visibility":"user-or-llm"},"contactId":{"type":"string","required":false,"description":"ID of contact to link to this task (e.g., \\"12345\\")","visibility":"user-or-llm"},"description":{"type":"string","required":false,"description":"Description or notes about the task","visibility":"user-or-llm"}}},"webflow_create_item":{"id":"webflow_create_item","name":"Webflow Create Item","description":"Create a new item in a Webflow CMS collection","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token"},"siteId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the Webflow site (e.g., \\"580e63e98c9a982ac9b8b741\\")"},"collectionId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the collection (e.g., \\"580e63fc8c9a982ac9b8b745\\")"},"fieldData":{"type":"json","required":true,"visibility":"user-or-llm","description":"Field data for the new item as a JSON object. Keys should match collection field names."}},"oauth":{"required":true,"provider":"webflow"}},"webflow_delete_item":{"id":"webflow_delete_item","name":"Webflow Delete Item","description":"Delete an item from a Webflow CMS collection","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token"},"siteId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the Webflow site (e.g., \\"580e63e98c9a982ac9b8b741\\")"},"collectionId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the collection (e.g., \\"580e63fc8c9a982ac9b8b745\\")"},"itemId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the item to delete (e.g., \\"580e64008c9a982ac9b8b754\\")"}},"oauth":{"required":true,"provider":"webflow"}},"webflow_get_item":{"id":"webflow_get_item","name":"Webflow Get Item","description":"Get a single item from a Webflow CMS collection","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token"},"siteId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the Webflow site (e.g., \\"580e63e98c9a982ac9b8b741\\")"},"collectionId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the collection (e.g., \\"580e63fc8c9a982ac9b8b745\\")"},"itemId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the item to retrieve (e.g., \\"580e64008c9a982ac9b8b754\\")"}},"oauth":{"required":true,"provider":"webflow"}},"webflow_list_items":{"id":"webflow_list_items","name":"Webflow List Items","description":"List all items from a Webflow CMS collection","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token"},"siteId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the Webflow site (e.g., \\"580e63e98c9a982ac9b8b741\\")"},"collectionId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the collection (e.g., \\"580e63fc8c9a982ac9b8b745\\")"},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Offset for pagination (e.g., 0, 100, 200)"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of items to return (e.g., 10, 50, 100; default: 100)"}},"oauth":{"required":true,"provider":"webflow"}},"webflow_update_item":{"id":"webflow_update_item","name":"Webflow Update Item","description":"Update an existing item in a Webflow CMS collection","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token"},"siteId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the Webflow site (e.g., \\"580e63e98c9a982ac9b8b741\\")"},"collectionId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the collection (e.g., \\"580e63fc8c9a982ac9b8b745\\")"},"itemId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the item to update (e.g., \\"580e64008c9a982ac9b8b754\\")"},"fieldData":{"type":"json","required":true,"visibility":"user-or-llm","description":"Field data to update as a JSON object. Only include fields you want to change."}},"oauth":{"required":true,"provider":"webflow"}},"webhook_request":{"id":"webhook_request","name":"Webhook Request","description":"Send a webhook request with automatic headers and optional HMAC signing","version":"1.0.0","params":{"url":{"type":"string","required":true,"visibility":"user-or-llm","description":"The webhook URL to send the request to"},"body":{"type":"object","visibility":"user-or-llm","description":"JSON payload to send"},"secret":{"type":"string","visibility":"user-or-llm","description":"Optional secret for HMAC-SHA256 signature"},"headers":{"type":"object","visibility":"user-or-llm","description":"Additional headers to include"}}},"whatsapp_get_media":{"id":"whatsapp_get_media","name":"WhatsApp Download Media","description":"Download media a customer sent you. Takes the media ID from an incoming WhatsApp message and stores the file in the workflow.","version":"1.0.0","params":{"mediaId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Media asset ID from an incoming message, e.g. <whatsapp.messages[0].mediaId>. This is not the message ID (wamid)."},"phoneNumberId":{"type":"string","required":true,"visibility":"user-only","description":"WhatsApp Business Phone Number ID (from Meta Business Suite)"},"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"WhatsApp Business API Access Token (from Meta Developer Portal)"}}},"whatsapp_mark_read":{"id":"whatsapp_mark_read","name":"WhatsApp Mark As Read","description":"Mark a received WhatsApp message as read so the sender sees blue checkmarks, optionally showing a typing indicator.","version":"1.0.0","params":{"messageId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID (wamid) of the incoming message to mark as read"},"showTypingIndicator":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Show a typing indicator to the sender while a reply is composed. Dismissed once you respond or after 25 seconds, whichever comes first."},"phoneNumberId":{"type":"string","required":true,"visibility":"user-only","description":"WhatsApp Business Phone Number ID (from Meta Business Suite)"},"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"WhatsApp Business API Access Token (from Meta Developer Portal)"}}},"whatsapp_send_interactive":{"id":"whatsapp_send_interactive","name":"WhatsApp Send Interactive","description":"Send an interactive WhatsApp message with reply buttons or a selectable list.","version":"1.0.0","params":{"phoneNumber":{"type":"string","required":true,"visibility":"user-or-llm","description":"Recipient phone number with country code (e.g., +14155552671)"},"bodyText":{"type":"string","required":true,"visibility":"user-or-llm","description":"Main body text of the interactive message (max 1024 characters with buttons, 4096 with a list)"},"headerText":{"type":"string","required":false,"visibility":"user-or-llm","description":"Optional plain-text header shown above the body (max 60 characters)"},"footerText":{"type":"string","required":false,"visibility":"user-or-llm","description":"Optional footer text shown below the body (max 60 characters)"},"buttons":{"type":"json","required":false,"visibility":"user-or-llm","description":"Reply buttons array (max 3), each item: { \\"type\\": \\"reply\\", \\"reply\\": { \\"id\\": \\"...\\", \\"title\\": \\"...\\" } }. Button title max 20 characters, id max 256. Provide buttons or sections."},"listButtonText":{"type":"string","required":false,"visibility":"user-or-llm","description":"Label for the menu button that opens the list, max 20 characters (required when sending a list)"},"sections":{"type":"json","required":false,"visibility":"user-or-llm","description":"List sections array (max 10 sections, 10 rows total), each item: { \\"title\\": \\"...\\", \\"rows\\": [{ \\"id\\": \\"...\\", \\"title\\": \\"...\\", \\"description\\": \\"...\\" }] }. Section and row titles max 24 characters, row description max 72. Provide sections or buttons."},"phoneNumberId":{"type":"string","required":true,"visibility":"user-only","description":"WhatsApp Business Phone Number ID (from Meta Business Suite)"},"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"WhatsApp Business API Access Token (from Meta Developer Portal)"}}},"whatsapp_send_media":{"id":"whatsapp_send_media","name":"WhatsApp Send Media","description":"Send an image, document, video, audio, or sticker message. Accepts an uploaded file, a media ID, or a public link.","version":"1.0.0","params":{"phoneNumber":{"type":"string","required":true,"visibility":"user-or-llm","description":"Recipient phone number with country code (e.g., +14155552671)"},"mediaType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Type of media to send: image, document, video, audio, or sticker"},"file":{"type":"file","required":false,"visibility":"user-only","description":"File to send. 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Use this to discover valid category IDs for filtering search and trending results.","version":"1.0.0","params":{"regionCode":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO 3166-1 alpha-2 country code to get categories for (e.g., \\"US\\", \\"GB\\", \\"JP\\"). Defaults to US."},"hl":{"type":"string","required":false,"visibility":"user-or-llm","description":"Language for category titles (ISO 639-1 code, e.g., \\"en\\", \\"es\\", \\"fr\\"). Defaults to English."},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"YouTube API Key"}}},"youtube_video_details":{"id":"youtube_video_details","name":"YouTube Video Details","description":"Get detailed information about a specific YouTube video including statistics, content details, live streaming info, and metadata.","version":"1.2.0","params":{"videoId":{"type":"string","required":true,"visibility":"user-or-llm","description":"YouTube video ID (11-character string, e.g., \\"dQw4w9WgXcQ\\")"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"YouTube API Key"}}},"zendesk_autocomplete_organizations":{"id":"zendesk_autocomplete_organizations","name":"Autocomplete Organizations in Zendesk","description":"Autocomplete organizations in Zendesk by name prefix (for name matching/autocomplete)","version":"1.0.0","params":{"email":{"type":"string","required":true,"visibility":"user-only","description":"Your Zendesk email address"},"apiToken":{"type":"string","required":true,"visibility":"hidden","description":"Zendesk API token"},"subdomain":{"type":"string","required":true,"visibility":"user-only","description":"Your Zendesk subdomain"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Organization name prefix to search for (e.g., \\"Acme\\")"},"perPage":{"type":"string","required":false,"visibility":"user-or-llm","description":"Results per page as a number string (default: \\"100\\", max: \\"100\\")"},"page":{"type":"string","required":false,"visibility":"user-or-llm","description":"Page number for pagination (1-based)"}}},"zendesk_create_organization":{"id":"zendesk_create_organization","name":"Create Organization in Zendesk","description":"Create a new organization in Zendesk","version":"1.0.0","params":{"email":{"type":"string","required":true,"visibility":"user-only","description":"Your Zendesk email address"},"apiToken":{"type":"string","required":true,"visibility":"hidden","description":"Zendesk API token"},"subdomain":{"type":"string","required":true,"visibility":"user-only","description":"Your Zendesk subdomain"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Organization name (e.g., \\"Acme Corporation\\")"},"domainNames":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated domain names (e.g., \\"acme.com, acme.org\\")"},"details":{"type":"string","required":false,"visibility":"user-or-llm","description":"Organization details text"},"notes":{"type":"string","required":false,"visibility":"user-or-llm","description":"Organization notes text"},"tags":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated tags (e.g., \\"enterprise, priority\\")"},"customFields":{"type":"string","required":false,"visibility":"user-or-llm","description":"Custom fields as JSON object (e.g., {\\"field_id\\": \\"value\\"})"}}},"zendesk_create_organizations_bulk":{"id":"zendesk_create_organizations_bulk","name":"Bulk Create Organizations in Zendesk","description":"Create multiple organizations in Zendesk using bulk import","version":"1.0.0","params":{"email":{"type":"string","required":true,"visibility":"user-only","description":"Your Zendesk email address"},"apiToken":{"type":"string","required":true,"visibility":"hidden","description":"Zendesk API token"},"subdomain":{"type":"string","required":true,"visibility":"user-only","description":"Your Zendesk subdomain"},"organizations":{"type":"string","required":true,"visibility":"user-or-llm","description":"JSON array of organization objects to create (e.g., [{\\"name\\": \\"Org1\\"}, {\\"name\\": \\"Org2\\"}])"}}},"zendesk_create_ticket":{"id":"zendesk_create_ticket","name":"Create Ticket in Zendesk","description":"Create a new ticket in Zendesk with support for custom fields","version":"1.0.0","params":{"email":{"type":"string","required":true,"visibility":"user-only","description":"Your Zendesk email address"},"apiToken":{"type":"string","required":true,"visibility":"hidden","description":"Zendesk API token"},"subdomain":{"type":"string","required":true,"visibility":"user-only","description":"Your Zendesk subdomain"},"subject":{"type":"string","required":false,"visibility":"user-or-llm","description":"Ticket subject (optional - will be auto-generated if not provided)"},"description":{"type":"string","required":true,"visibility":"user-or-llm","description":"Ticket description text (first comment)"},"priority":{"type":"string","required":false,"visibility":"user-or-llm","description":"Priority: \\"low\\", \\"normal\\", \\"high\\", or \\"urgent\\""},"status":{"type":"string","required":false,"visibility":"user-or-llm","description":"Status: \\"new\\", \\"open\\", \\"pending\\", \\"hold\\", \\"solved\\", or \\"closed\\""},"type":{"type":"string","required":false,"visibility":"user-or-llm","description":"Type: \\"problem\\", \\"incident\\", \\"question\\", or \\"task\\""},"tags":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated tags (e.g., \\"billing, urgent\\")"},"assigneeId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Assignee user ID as a numeric string (e.g., \\"12345\\")"},"groupId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Group ID as a numeric string (e.g., \\"67890\\")"},"requesterId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Requester user ID as a numeric string (e.g., \\"11111\\")"},"customFields":{"type":"string","required":false,"visibility":"user-or-llm","description":"Custom fields as JSON object (e.g., {\\"field_id\\": \\"value\\"})"}}},"zendesk_create_tickets_bulk":{"id":"zendesk_create_tickets_bulk","name":"Bulk Create Tickets in Zendesk","description":"Create multiple tickets in Zendesk at once (max 100)","version":"1.0.0","params":{"email":{"type":"string","required":true,"visibility":"user-only","description":"Your Zendesk email address"},"apiToken":{"type":"string","required":true,"visibility":"hidden","description":"Zendesk API token"},"subdomain":{"type":"string","required":true,"visibility":"user-only","description":"Your Zendesk subdomain"},"tickets":{"type":"string","required":true,"visibility":"user-or-llm","description":"JSON array of ticket objects to create (max 100). Each ticket should have subject and comment properties (e.g., [{\\"subject\\": \\"Issue 1\\", \\"comment\\": {\\"body\\": \\"Description\\"}}])"}}},"zendesk_create_user":{"id":"zendesk_create_user","name":"Create User in Zendesk","description":"Create a new user in Zendesk","version":"1.0.0","params":{"email":{"type":"string","required":true,"visibility":"user-only","description":"Your Zendesk email address"},"apiToken":{"type":"string","required":true,"visibility":"hidden","description":"Zendesk API token"},"subdomain":{"type":"string","required":true,"visibility":"user-only","description":"Your Zendesk subdomain"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"User full name (e.g., \\"John Smith\\")"},"userEmail":{"type":"string","required":false,"visibility":"user-or-llm","description":"User email address (e.g., \\"john@example.com\\")"},"role":{"type":"string","required":false,"visibility":"user-or-llm","description":"User role: \\"end-user\\", \\"agent\\", or \\"admin\\""},"phone":{"type":"string","required":false,"visibility":"user-or-llm","description":"User phone number (e.g., \\"+1-555-123-4567\\")"},"organizationId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Organization ID as a numeric string (e.g., \\"12345\\")"},"verified":{"type":"string","required":false,"visibility":"user-or-llm","description":"Set to \\"true\\" to skip email verification, or \\"false\\" otherwise"},"tags":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated tags (e.g., \\"vip, enterprise\\")"},"customFields":{"type":"string","required":false,"visibility":"user-or-llm","description":"Custom fields as JSON object (e.g., {\\"field_id\\": \\"value\\"})"}}},"zendesk_create_users_bulk":{"id":"zendesk_create_users_bulk","name":"Bulk Create Users in Zendesk","description":"Create multiple users in Zendesk using bulk 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Zendesk","description":"Delete a user from Zendesk","version":"1.0.0","params":{"email":{"type":"string","required":true,"visibility":"user-only","description":"Your Zendesk email address"},"apiToken":{"type":"string","required":true,"visibility":"hidden","description":"Zendesk API token"},"subdomain":{"type":"string","required":true,"visibility":"user-only","description":"Your Zendesk subdomain"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"User ID to delete as a numeric string (e.g., \\"12345\\")"}}},"zendesk_get_current_user":{"id":"zendesk_get_current_user","name":"Get Current User from Zendesk","description":"Get the currently authenticated user from Zendesk","version":"1.0.0","params":{"email":{"type":"string","required":true,"visibility":"user-only","description":"Your Zendesk email address"},"apiToken":{"type":"string","required":true,"visibility":"hidden","description":"Zendesk API 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\\"updated_at\\", \\"id\\", or \\"status\\". Prefix with \\"-\\" for descending (e.g., \\"-updated_at\\")"},"perPage":{"type":"string","required":false,"visibility":"user-or-llm","description":"Results per page as a number string (default: \\"100\\", max: \\"100\\")"},"pageAfter":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor from a previous response to fetch the next page of results"}}},"zendesk_get_user":{"id":"zendesk_get_user","name":"Get Single User from Zendesk","description":"Get a single user by ID from Zendesk","version":"1.0.0","params":{"email":{"type":"string","required":true,"visibility":"user-only","description":"Your Zendesk email address"},"apiToken":{"type":"string","required":true,"visibility":"hidden","description":"Zendesk API token"},"subdomain":{"type":"string","required":true,"visibility":"user-only","description":"Your Zendesk subdomain"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"User ID to retrieve as a numeric string (e.g., \\"12345\\")"}}},"zendesk_get_users":{"id":"zendesk_get_users","name":"Get Users from Zendesk","description":"Retrieve a list of users from Zendesk with optional filtering","version":"1.0.0","params":{"email":{"type":"string","required":true,"visibility":"user-only","description":"Your Zendesk email address"},"apiToken":{"type":"string","required":true,"visibility":"hidden","description":"Zendesk API token"},"subdomain":{"type":"string","required":true,"visibility":"user-only","description":"Your Zendesk subdomain (e.g., \\"mycompany\\" for mycompany.zendesk.com)"},"role":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by role: \\"end-user\\", \\"agent\\", or \\"admin\\""},"permissionSet":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by permission set ID as a numeric string (e.g., \\"12345\\")"},"perPage":{"type":"string","required":false,"visibility":"user-or-llm","description":"Results per page as a number string (default: \\"100\\", max: \\"100\\")"},"pageAfter":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor from a previous response to fetch the next page of results"}}},"zendesk_merge_tickets":{"id":"zendesk_merge_tickets","name":"Merge Tickets in Zendesk","description":"Merge multiple tickets into a target ticket","version":"1.0.0","params":{"email":{"type":"string","required":true,"visibility":"user-only","description":"Your Zendesk email address"},"apiToken":{"type":"string","required":true,"visibility":"hidden","description":"Zendesk API token"},"subdomain":{"type":"string","required":true,"visibility":"user-only","description":"Your Zendesk subdomain"},"targetTicketId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Target ticket ID as a numeric string (tickets will be merged into this one, e.g., \\"12345\\")"},"sourceTicketIds":{"type":"string","required":true,"visibility":"user-or-llm","description":"Comma-separated source ticket IDs to merge (e.g., \\"111, 222, 333\\")"},"targetComment":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comment text to add to target ticket after merge"}}},"zendesk_search":{"id":"zendesk_search","name":"Search Zendesk","description":"Unified search across tickets, users, and organizations in Zendesk","version":"1.0.0","params":{"email":{"type":"string","required":true,"visibility":"user-only","description":"Your Zendesk email address"},"apiToken":{"type":"string","required":true,"visibility":"hidden","description":"Zendesk API token"},"subdomain":{"type":"string","required":true,"visibility":"user-only","description":"Your Zendesk subdomain"},"query":{"type":"string","required":true,"visibility":"user-or-llm","description":"Search query string using Zendesk search syntax (e.g., \\"type:ticket status:open\\")"},"filterType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Resource type to search for: \\"ticket\\", \\"user\\", \\"organization\\", or \\"group\\""},"perPage":{"type":"string","required":false,"visibility":"user-or-llm","description":"Results per page as a number string (default: \\"100\\", max: \\"100\\")"},"pageAfter":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor from a previous response to fetch the next page of results"}}},"zendesk_search_count":{"id":"zendesk_search_count","name":"Count Search Results in Zendesk","description":"Count the number of search results matching a query in Zendesk","version":"1.0.0","params":{"email":{"type":"string","required":true,"visibility":"user-only","description":"Your Zendesk email address"},"apiToken":{"type":"string","required":true,"visibility":"hidden","description":"Zendesk API token"},"subdomain":{"type":"string","required":true,"visibility":"user-only","description":"Your Zendesk subdomain"},"query":{"type":"string","required":true,"visibility":"user-or-llm","description":"Search query string using Zendesk search syntax (e.g., \\"type:ticket status:open\\")"}}},"zendesk_search_users":{"id":"zendesk_search_users","name":"Search Users in Zendesk","description":"Search for users in Zendesk using a query string","version":"1.0.0","params":{"email":{"type":"string","required":true,"visibility":"user-only","description":"Your Zendesk email address"},"apiToken":{"type":"string","required":true,"visibility":"hidden","description":"Zendesk API token"},"subdomain":{"type":"string","required":true,"visibility":"user-only","description":"Your Zendesk subdomain"},"query":{"type":"string","required":false,"visibility":"user-or-llm","description":"Search query string (e.g., user name or email)"},"externalId":{"type":"string","required":false,"visibility":"user-or-llm","description":"External ID to search by (your system identifier)"},"perPage":{"type":"string","required":false,"visibility":"user-or-llm","description":"Results per page as a number string (default: \\"100\\", max: \\"100\\")"},"page":{"type":"string","required":false,"visibility":"user-or-llm","description":"Page number for pagination (1-based)"}}},"zendesk_update_organization":{"id":"zendesk_update_organization","name":"Update Organization in Zendesk","description":"Update an existing organization in Zendesk","version":"1.0.0","params":{"email":{"type":"string","required":true,"visibility":"user-only","description":"Your Zendesk email address"},"apiToken":{"type":"string","required":true,"visibility":"hidden","description":"Zendesk API token"},"subdomain":{"type":"string","required":true,"visibility":"user-only","description":"Your Zendesk subdomain"},"organizationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Organization ID to update as a numeric string (e.g., \\"12345\\")"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"New organization name (e.g., \\"Acme 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address"},"apiToken":{"type":"string","required":true,"visibility":"hidden","description":"Zendesk API token"},"subdomain":{"type":"string","required":true,"visibility":"user-only","description":"Your Zendesk subdomain"},"ticketId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Ticket ID to update as a numeric string (e.g., \\"12345\\")"},"subject":{"type":"string","required":false,"visibility":"user-or-llm","description":"New ticket subject text"},"comment":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comment text to add to the ticket"},"priority":{"type":"string","required":false,"visibility":"user-or-llm","description":"Priority: \\"low\\", \\"normal\\", \\"high\\", or \\"urgent\\""},"status":{"type":"string","required":false,"visibility":"user-or-llm","description":"Status: \\"new\\", \\"open\\", \\"pending\\", \\"hold\\", \\"solved\\", or \\"closed\\""},"type":{"type":"string","required":false,"visibility":"user-or-llm","description":"Type: \\"problem\\", \\"incident\\", \\"question\\", or \\"task\\""},"tags":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated tags (e.g., \\"billing, urgent\\")"},"assigneeId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Assignee user ID as a numeric string (e.g., \\"12345\\")"},"groupId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Group ID as a numeric string (e.g., \\"67890\\")"},"customFields":{"type":"string","required":false,"visibility":"user-or-llm","description":"Custom fields as JSON object (e.g., {\\"field_id\\": \\"value\\"})"}}},"zendesk_update_tickets_bulk":{"id":"zendesk_update_tickets_bulk","name":"Bulk Update Tickets in Zendesk","description":"Update multiple tickets in Zendesk at once (max 100)","version":"1.0.0","params":{"email":{"type":"string","required":true,"visibility":"user-only","description":"Your Zendesk email address"},"apiToken":{"type":"string","required":true,"visibility":"hidden","description":"Zendesk API token"},"subdomain":{"type":"string","required":true,"visibility":"user-only","description":"Your Zendesk subdomain"},"ticketIds":{"type":"string","required":true,"visibility":"user-or-llm","description":"Comma-separated ticket IDs to update (max 100, e.g., \\"111, 222, 333\\")"},"status":{"type":"string","required":false,"visibility":"user-or-llm","description":"New status for all tickets: \\"new\\", \\"open\\", \\"pending\\", \\"hold\\", \\"solved\\", or \\"closed\\""},"priority":{"type":"string","required":false,"visibility":"user-or-llm","description":"New priority for all tickets: \\"low\\", \\"normal\\", \\"high\\", or \\"urgent\\""},"assigneeId":{"type":"string","required":false,"visibility":"user-or-llm","description":"New assignee ID for all 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Sent to the API as a comma-separated string."},"department":{"type":"string","required":false,"visibility":"user-or-llm","description":"Department — JSON array or comma-separated list. Sent to the API as a comma-separated string."},"companyId":{"type":"string","required":false,"visibility":"user-or-llm","description":"ZoomInfo company ID"},"companyName":{"type":"string","required":false,"visibility":"user-or-llm","description":"Company name"},"contactAccuracyScoreMin":{"type":"number","required":false,"visibility":"user-or-llm","description":"Minimum accuracy score (70-99)"},"requiredFields":{"type":"string","required":false,"visibility":"user-or-llm","description":"Fields that must exist in results — JSON array or comma-separated list. Sent to the API as a comma-separated string."},"excludePartialProfiles":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Exclude partial profiles"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number (1-based)"},"rpp":{"type":"number","required":false,"visibility":"user-or-llm","description":"Results per page (1-100, default 25)"},"sortBy":{"type":"string","required":false,"visibility":"user-or-llm","description":"Field to sort by"},"sortOrder":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort order (asc or desc)"}}},"zoominfo_search_intent":{"id":"zoominfo_search_intent","name":"ZoomInfo Search Intent","description":"Search for companies showing intent signals on specific topics.","version":"1.0.0","params":{"clientId":{"type":"string","required":true,"visibility":"user-only","description":"ZoomInfo OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"ZoomInfo OAuth client secret"},"topics":{"type":"string","required":true,"visibility":"user-or-llm","description":"Up to 50 intent topics as JSON array or comma-separated list (e.g. [\\"CRM Software\\",\\"Marketing Automation\\"])"},"signalStartDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Earliest signal date (YYYY-MM-DD)"},"signalEndDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Latest signal date (YYYY-MM-DD)"},"signalScoreMin":{"type":"number","required":false,"visibility":"user-or-llm","description":"Minimum signal score (60-100)"},"signalScoreMax":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum signal score (60-100)"},"audienceStrengthMin":{"type":"string","required":false,"visibility":"user-or-llm","description":"Minimum audience strength (A-E, A is largest)"},"audienceStrengthMax":{"type":"string","required":false,"visibility":"user-or-llm","description":"Maximum audience strength (A-E, A is largest)"},"findRecommendedContacts":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Include recommended contacts (default true)"},"country":{"type":"string","required":false,"visibility":"user-or-llm","description":"Country filter"},"state":{"type":"string","required":false,"visibility":"user-or-llm","description":"State filter"},"industryCodes":{"type":"string","required":false,"visibility":"user-or-llm","description":"Industry codes — JSON array or comma-separated list. Sent to the API as a comma-separated string."},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number (1-based)"},"rpp":{"type":"number","required":false,"visibility":"user-or-llm","description":"Results per page (1-100, default 25)"}}},"zoominfo_search_news":{"id":"zoominfo_search_news","name":"ZoomInfo Search News","description":"Search ZoomInfo news articles by category, URL, or date range.","version":"1.0.0","params":{"clientId":{"type":"string","required":true,"visibility":"user-only","description":"ZoomInfo OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"ZoomInfo OAuth client secret"},"categories":{"type":"string","required":false,"visibility":"user-or-llm","description":"News categories as JSON array or comma-separated list"},"url":{"type":"string","required":false,"visibility":"user-or-llm","description":"News source URLs as JSON array or comma-separated list"},"pageDateMin":{"type":"string","required":false,"visibility":"user-or-llm","description":"Earliest publish date (YYYY-MM-DD)"},"pageDateMax":{"type":"string","required":false,"visibility":"user-or-llm","description":"Latest publish date (YYYY-MM-DD)"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number (1-based)"},"rpp":{"type":"number","required":false,"visibility":"user-or-llm","description":"Results per page (1-100, default 25)"}}}}'
+)
+
+export default toolMetadata
diff --git a/apps/sim/tools/generated/tool-outputs.ts b/apps/sim/tools/generated/tool-outputs.ts
new file mode 100644
index 00000000000..983819dd5c9
--- /dev/null
+++ b/apps/sim/tools/generated/tool-outputs.ts
@@ -0,0 +1,9 @@
+// Generated by scripts/sync-tool-metadata.ts — do not edit.
+// Regenerate with: bun run tool-metadata:generate
+
+/** Declared output shapes for every built-in tool, keyed by tool id. */
+const toolOutputs: Record<string, unknown> = JSON.parse(
+  '{"a2a_cancel_task":{"taskId":{"type":"string","description":"Task identifier"},"state":{"type":"string","description":"Task lifecycle state after cancellation"},"canceled":{"type":"boolean","description":"Whether the task was canceled"}},"a2a_get_agent_card":{"name":{"type":"string","description":"Agent display name"},"description":{"type":"string","description":"Agent description"},"url":{"type":"string","description":"Agent endpoint URL"},"version":{"type":"string","description":"The agent\'s own version"},"protocolVersion":{"type":"string","description":"A2A protocol version the agent exposes"},"capabilities":{"type":"json","description":"Agent capability flags","properties":{"streaming":{"type":"boolean","description":"Supports streaming responses"},"pushNotifications":{"type":"boolean","description":"Supports push notifications"},"extendedAgentCard":{"type":"boolean","description":"Provides an extended agent card"}}},"skills":{"type":"array","description":"Skills the agent can perform","items":{"type":"object","properties":{"id":{"type":"string","description":"Skill identifier"},"name":{"type":"string","description":"Skill name"},"description":{"type":"string","description":"Skill description"}}}},"defaultInputModes":{"type":"array","description":"Default accepted input media types","items":{"type":"string"}},"defaultOutputModes":{"type":"array","description":"Default produced output media types","items":{"type":"string"}}},"a2a_get_task":{"content":{"type":"string","description":"Agent response text"},"taskId":{"type":"string","description":"Task identifier"},"contextId":{"type":"string","description":"Conversation/context identifier"},"state":{"type":"string","description":"Task lifecycle state"},"artifacts":{"type":"array","description":"Structured task output artifacts","items":{"type":"object","properties":{"name":{"type":"string","description":"Artifact name"},"description":{"type":"string","description":"Artifact description"},"content":{"type":"string","description":"Artifact text content"}}}}},"a2a_send_message":{"content":{"type":"string","description":"Agent response text"},"taskId":{"type":"string","description":"Task identifier"},"contextId":{"type":"string","description":"Conversation/context identifier"},"state":{"type":"string","description":"Task lifecycle state"},"artifacts":{"type":"array","description":"Structured task output artifacts","items":{"type":"object","properties":{"name":{"type":"string","description":"Artifact name"},"description":{"type":"string","description":"Artifact description"},"content":{"type":"string","description":"Artifact text content"}}}}},"agentmail_create_draft":{"draftId":{"type":"string","description":"Unique identifier for the draft"},"inboxId":{"type":"string","description":"Inbox the draft belongs to"},"subject":{"type":"string","description":"Draft subject","optional":true},"to":{"type":"array","description":"Recipient email addresses"},"cc":{"type":"array","description":"CC email addresses"},"bcc":{"type":"array","description":"BCC email addresses"},"text":{"type":"string","description":"Plain text content","optional":true},"html":{"type":"string","description":"HTML content","optional":true},"preview":{"type":"string","description":"Draft preview text","optional":true},"labels":{"type":"array","description":"Labels assigned to the draft"},"inReplyTo":{"type":"string","description":"Message ID this draft replies to","optional":true},"sendStatus":{"type":"string","description":"Send status (scheduled, sending, failed)","optional":true},"sendAt":{"type":"string","description":"Scheduled send time","optional":true},"createdAt":{"type":"string","description":"Creation timestamp"},"updatedAt":{"type":"string","description":"Last updated timestamp"}},"agentmail_create_inbox":{"inboxId":{"type":"string","description":"Unique identifier for the inbox"},"email":{"type":"string","description":"Email address of the inbox"},"displayName":{"type":"string","description":"Display name of the inbox","optional":true},"createdAt":{"type":"string","description":"Creation timestamp"},"updatedAt":{"type":"string","description":"Last updated timestamp"}},"agentmail_delete_draft":{"deleted":{"type":"boolean","description":"Whether the draft was successfully deleted"}},"agentmail_delete_inbox":{"deleted":{"type":"boolean","description":"Whether the inbox was successfully deleted"}},"agentmail_delete_thread":{"deleted":{"type":"boolean","description":"Whether the thread was successfully deleted"}},"agentmail_forward_message":{"messageId":{"type":"string","description":"ID of the forwarded message"},"threadId":{"type":"string","description":"ID of the thread"}},"agentmail_get_draft":{"draftId":{"type":"string","description":"Unique identifier for the draft"},"inboxId":{"type":"string","description":"Inbox the draft belongs to"},"subject":{"type":"string","description":"Draft subject","optional":true},"to":{"type":"array","description":"Recipient email addresses"},"cc":{"type":"array","description":"CC email addresses"},"bcc":{"type":"array","description":"BCC email addresses"},"text":{"type":"string","description":"Plain text content","optional":true},"html":{"type":"string","description":"HTML content","optional":true},"preview":{"type":"string","description":"Draft preview text","optional":true},"labels":{"type":"array","description":"Labels assigned to the draft"},"inReplyTo":{"type":"string","description":"Message ID this draft replies to","optional":true},"sendStatus":{"type":"string","description":"Send status (scheduled, sending, failed)","optional":true},"sendAt":{"type":"string","description":"Scheduled send time","optional":true},"createdAt":{"type":"string","description":"Creation timestamp"},"updatedAt":{"type":"string","description":"Last updated timestamp"}},"agentmail_get_inbox":{"inboxId":{"type":"string","description":"Unique identifier for the inbox"},"email":{"type":"string","description":"Email address of the inbox"},"displayName":{"type":"string","description":"Display name of the inbox","optional":true},"createdAt":{"type":"string","description":"Creation timestamp"},"updatedAt":{"type":"string","description":"Last updated timestamp"}},"agentmail_get_message":{"messageId":{"type":"string","description":"Unique identifier for the message"},"threadId":{"type":"string","description":"ID of the thread this message belongs to"},"from":{"type":"string","description":"Sender email address","optional":true},"to":{"type":"array","description":"Recipient email addresses"},"cc":{"type":"array","description":"CC email addresses"},"bcc":{"type":"array","description":"BCC email addresses"},"subject":{"type":"string","description":"Message subject","optional":true},"text":{"type":"string","description":"Plain text content","optional":true},"html":{"type":"string","description":"HTML content","optional":true},"labels":{"type":"array","description":"Labels assigned to the message"},"timestamp":{"type":"string","description":"Time the message was sent or drafted","optional":true},"createdAt":{"type":"string","description":"Creation timestamp"}},"agentmail_get_thread":{"threadId":{"type":"string","description":"Unique identifier for the thread"},"subject":{"type":"string","description":"Thread subject","optional":true},"senders":{"type":"array","description":"List of sender email addresses"},"recipients":{"type":"array","description":"List of recipient email addresses"},"messageCount":{"type":"number","description":"Number of messages in the thread"},"labels":{"type":"array","description":"Labels assigned to the thread"},"lastMessageAt":{"type":"string","description":"Timestamp of last message","optional":true},"createdAt":{"type":"string","description":"Creation timestamp"},"updatedAt":{"type":"string","description":"Last updated timestamp"},"messages":{"type":"array","description":"Messages in the thread","items":{"type":"object","properties":{"messageId":{"type":"string","description":"Unique identifier for the message"},"from":{"type":"string","description":"Sender email address","optional":true},"to":{"type":"array","description":"Recipient email addresses"},"cc":{"type":"array","description":"CC email addresses"},"bcc":{"type":"array","description":"BCC email addresses"},"subject":{"type":"string","description":"Message subject","optional":true},"text":{"type":"string","description":"Plain text content","optional":true},"html":{"type":"string","description":"HTML content","optional":true},"labels":{"type":"array","description":"Labels assigned to the message"},"timestamp":{"type":"string","description":"Time the message was sent or drafted","optional":true},"createdAt":{"type":"string","description":"Creation timestamp"}}}}},"agentmail_list_drafts":{"drafts":{"type":"array","description":"List of drafts","items":{"type":"object","properties":{"draftId":{"type":"string","description":"Unique identifier for the draft"},"inboxId":{"type":"string","description":"Inbox the draft belongs to"},"subject":{"type":"string","description":"Draft subject","optional":true},"to":{"type":"array","description":"Recipient email addresses"},"cc":{"type":"array","description":"CC email addresses"},"bcc":{"type":"array","description":"BCC email addresses"},"preview":{"type":"string","description":"Draft preview text","optional":true},"sendStatus":{"type":"string","description":"Send status (scheduled, sending, failed)","optional":true},"sendAt":{"type":"string","description":"Scheduled send time","optional":true},"createdAt":{"type":"string","description":"Creation timestamp"},"updatedAt":{"type":"string","description":"Last updated timestamp"}}}},"count":{"type":"number","description":"Total number of drafts"},"nextPageToken":{"type":"string","description":"Token for retrieving the next page","optional":true}},"agentmail_list_inboxes":{"inboxes":{"type":"array","description":"List of inboxes","items":{"type":"object","properties":{"inboxId":{"type":"string","description":"Unique identifier for the inbox"},"email":{"type":"string","description":"Email address of the inbox"},"displayName":{"type":"string","description":"Display name of the inbox","optional":true},"createdAt":{"type":"string","description":"Creation timestamp"},"updatedAt":{"type":"string","description":"Last updated timestamp"}}}},"count":{"type":"number","description":"Total number of inboxes"},"nextPageToken":{"type":"string","description":"Token for retrieving the next page","optional":true}},"agentmail_list_messages":{"messages":{"type":"array","description":"List of messages in the inbox","items":{"type":"object","properties":{"messageId":{"type":"string","description":"Unique identifier for the message"},"from":{"type":"string","description":"Sender email address","optional":true},"to":{"type":"array","description":"Recipient email addresses"},"subject":{"type":"string","description":"Message subject","optional":true},"preview":{"type":"string","description":"Message preview text","optional":true},"timestamp":{"type":"string","description":"Time the message was sent or drafted","optional":true},"createdAt":{"type":"string","description":"Creation timestamp"}}}},"count":{"type":"number","description":"Total number of messages"},"nextPageToken":{"type":"string","description":"Token for retrieving the next page","optional":true}},"agentmail_list_threads":{"threads":{"type":"array","description":"List of email threads","items":{"type":"object","properties":{"threadId":{"type":"string","description":"Unique identifier for the thread"},"subject":{"type":"string","description":"Thread subject","optional":true},"senders":{"type":"array","description":"List of sender email addresses"},"recipients":{"type":"array","description":"List of recipient email addresses"},"messageCount":{"type":"number","description":"Number of messages in the thread"},"lastMessageAt":{"type":"string","description":"Timestamp of last message","optional":true},"createdAt":{"type":"string","description":"Creation timestamp"},"updatedAt":{"type":"string","description":"Last updated timestamp"}}}},"count":{"type":"number","description":"Total number of threads"},"nextPageToken":{"type":"string","description":"Token for retrieving the next page","optional":true}},"agentmail_reply_message":{"messageId":{"type":"string","description":"ID of the sent reply message"},"threadId":{"type":"string","description":"ID of the thread"}},"agentmail_send_draft":{"messageId":{"type":"string","description":"ID of the sent message"},"threadId":{"type":"string","description":"ID of the thread"}},"agentmail_send_message":{"threadId":{"type":"string","description":"ID of the created thread"},"messageId":{"type":"string","description":"ID of the sent message"},"subject":{"type":"string","description":"Email subject line"},"to":{"type":"string","description":"Recipient email address"}},"agentmail_update_draft":{"draftId":{"type":"string","description":"Unique identifier for the draft"},"inboxId":{"type":"string","description":"Inbox the draft belongs to"},"subject":{"type":"string","description":"Draft subject","optional":true},"to":{"type":"array","description":"Recipient email addresses"},"cc":{"type":"array","description":"CC email addresses"},"bcc":{"type":"array","description":"BCC email addresses"},"text":{"type":"string","description":"Plain text content","optional":true},"html":{"type":"string","description":"HTML content","optional":true},"preview":{"type":"string","description":"Draft preview text","optional":true},"labels":{"type":"array","description":"Labels assigned to the draft"},"inReplyTo":{"type":"string","description":"Message ID this draft replies to","optional":true},"sendStatus":{"type":"string","description":"Send status (scheduled, sending, failed)","optional":true},"sendAt":{"type":"string","description":"Scheduled send time","optional":true},"createdAt":{"type":"string","description":"Creation timestamp"},"updatedAt":{"type":"string","description":"Last updated timestamp"}},"agentmail_update_inbox":{"inboxId":{"type":"string","description":"Unique identifier for the inbox"},"email":{"type":"string","description":"Email address of the inbox"},"displayName":{"type":"string","description":"Display name of the inbox","optional":true},"createdAt":{"type":"string","description":"Creation timestamp"},"updatedAt":{"type":"string","description":"Last updated timestamp"}},"agentmail_update_message":{"messageId":{"type":"string","description":"Unique identifier for the message"},"labels":{"type":"array","description":"Current labels on the message"}},"agentmail_update_thread":{"threadId":{"type":"string","description":"Unique identifier for the thread"},"labels":{"type":"array","description":"Current labels on the thread"}},"agentphone_create_call":{"id":{"type":"string","description":"Unique call identifier"},"agentId":{"type":"string","description":"Agent handling the call","optional":true},"status":{"type":"string","description":"Initial call status","optional":true},"toNumber":{"type":"string","description":"Destination phone number","optional":true},"fromNumber":{"type":"string","description":"Caller ID used for the call","optional":true},"phoneNumberId":{"type":"string","description":"ID of the phone number used as caller ID","optional":true},"direction":{"type":"string","description":"Call direction (outbound)","optional":true},"startedAt":{"type":"string","description":"ISO 8601 timestamp","optional":true}},"agentphone_create_contact":{"id":{"type":"string","description":"Contact ID"},"phoneNumber":{"type":"string","description":"Phone number in E.164 format"},"name":{"type":"string","description":"Contact name"},"email":{"type":"string","description":"Contact email address","optional":true},"notes":{"type":"string","description":"Freeform notes","optional":true},"createdAt":{"type":"string","description":"ISO 8601 creation timestamp"},"updatedAt":{"type":"string","description":"ISO 8601 update timestamp"}},"agentphone_create_number":{"id":{"type":"string","description":"Unique phone number ID"},"phoneNumber":{"type":"string","description":"Provisioned phone number in E.164 format"},"country":{"type":"string","description":"Two-letter country code"},"status":{"type":"string","description":"Number status (e.g. active)"},"type":{"type":"string","description":"Number type (e.g. sms)","optional":true},"agentId":{"type":"string","description":"Agent the number is attached to","optional":true},"createdAt":{"type":"string","description":"ISO 8601 timestamp when the number was created"}},"agentphone_delete_contact":{"id":{"type":"string","description":"ID of the deleted contact"},"deleted":{"type":"boolean","description":"Whether the contact was deleted successfully"}},"agentphone_get_call":{"id":{"type":"string","description":"Call ID"},"agentId":{"type":"string","description":"Agent that handled the call","optional":true},"phoneNumberId":{"type":"string","description":"Phone number ID","optional":true},"phoneNumber":{"type":"string","description":"Phone number used for the call","optional":true},"fromNumber":{"type":"string","description":"Caller phone number"},"toNumber":{"type":"string","description":"Recipient phone number"},"direction":{"type":"string","description":"inbound or outbound","optional":true},"status":{"type":"string","description":"Call status"},"startedAt":{"type":"string","description":"ISO 8601 timestamp","optional":true},"endedAt":{"type":"string","description":"ISO 8601 timestamp","optional":true},"durationSeconds":{"type":"number","description":"Call duration in seconds","optional":true},"lastTranscriptSnippet":{"type":"string","description":"Last transcript snippet","optional":true},"recordingUrl":{"type":"string","description":"Recording audio URL","optional":true},"recordingAvailable":{"type":"boolean","description":"Whether a recording is available","optional":true},"transcripts":{"type":"array","description":"Ordered transcript turns for the call","items":{"type":"object","properties":{"id":{"type":"string","description":"Transcript turn ID"},"transcript":{"type":"string","description":"User utterance"},"confidence":{"type":"number","description":"Speech recognition confidence","optional":true},"response":{"type":"string","description":"Agent response (when available)","optional":true},"createdAt":{"type":"string","description":"ISO 8601 timestamp"}}}}},"agentphone_get_call_transcript":{"callId":{"type":"string","description":"Call ID"},"transcript":{"type":"array","description":"Ordered transcript turns for the call","items":{"type":"object","properties":{"role":{"type":"string","description":"Speaker role (user or agent)"},"content":{"type":"string","description":"Turn content"},"createdAt":{"type":"string","description":"ISO 8601 timestamp","optional":true}}}}},"agentphone_get_contact":{"id":{"type":"string","description":"Contact ID"},"phoneNumber":{"type":"string","description":"Phone number in E.164 format"},"name":{"type":"string","description":"Contact name"},"email":{"type":"string","description":"Contact email address","optional":true},"notes":{"type":"string","description":"Freeform notes","optional":true},"createdAt":{"type":"string","description":"ISO 8601 creation timestamp"},"updatedAt":{"type":"string","description":"ISO 8601 update timestamp"}},"agentphone_get_conversation":{"id":{"type":"string","description":"Conversation ID"},"agentId":{"type":"string","description":"Agent ID","optional":true},"phoneNumberId":{"type":"string","description":"Phone number ID"},"phoneNumber":{"type":"string","description":"Phone number"},"participant":{"type":"string","description":"External participant phone number"},"lastMessageAt":{"type":"string","description":"ISO 8601 timestamp"},"messageCount":{"type":"number","description":"Number of messages in the conversation"},"metadata":{"type":"json","description":"Custom metadata stored on the conversation","optional":true},"createdAt":{"type":"string","description":"ISO 8601 timestamp"},"messages":{"type":"array","description":"Recent messages in the conversation","items":{"type":"object","properties":{"id":{"type":"string","description":"Message ID"},"body":{"type":"string","description":"Message text"},"fromNumber":{"type":"string","description":"Sender phone number"},"toNumber":{"type":"string","description":"Recipient phone number"},"direction":{"type":"string","description":"inbound or outbound"},"channel":{"type":"string","description":"sms, mms, or imessage","optional":true},"mediaUrl":{"type":"string","description":"Attached media URL","optional":true},"mediaUrls":{"type":"array","description":"All attached media URLs","items":{"type":"string"}},"receivedAt":{"type":"string","description":"ISO 8601 timestamp"}}}}},"agentphone_get_conversation_messages":{"data":{"type":"array","description":"Messages in the conversation","items":{"type":"object","properties":{"id":{"type":"string","description":"Message ID"},"body":{"type":"string","description":"Message text"},"fromNumber":{"type":"string","description":"Sender phone number"},"toNumber":{"type":"string","description":"Recipient phone number"},"direction":{"type":"string","description":"inbound or outbound"},"channel":{"type":"string","description":"sms, mms, or imessage","optional":true},"mediaUrl":{"type":"string","description":"Attached media URL","optional":true},"mediaUrls":{"type":"array","description":"All attached media URLs","items":{"type":"string"}},"receivedAt":{"type":"string","description":"ISO 8601 timestamp"}}}},"hasMore":{"type":"boolean","description":"Whether more messages are available"}},"agentphone_get_number_messages":{"data":{"type":"array","description":"Messages received on the number","items":{"type":"object","properties":{"id":{"type":"string","description":"Message ID"},"from_":{"type":"string","description":"Sender phone number (E.164)"},"to":{"type":"string","description":"Recipient phone number (E.164)"},"body":{"type":"string","description":"Message text"},"direction":{"type":"string","description":"inbound or outbound"},"channel":{"type":"string","description":"Channel (sms, mms, etc.)","optional":true},"receivedAt":{"type":"string","description":"ISO 8601 timestamp"}}}},"hasMore":{"type":"boolean","description":"Whether more messages are available"}},"agentphone_get_usage":{"plan":{"type":"json","description":"Plan name and limits (name, limits: numbers/messagesPerMonth/voiceMinutesPerMonth/maxCallDurationMinutes/concurrentCalls)"},"numbers":{"type":"json","description":"Phone number usage (used, limit, remaining)"},"stats":{"type":"json","description":"Usage stats: totalMessages, messagesLast24h/7d/30d, totalCalls, callsLast24h/7d/30d, totalWebhookDeliveries, successfulWebhookDeliveries, failedWebhookDeliveries"},"periodStart":{"type":"string","description":"Billing period start"},"periodEnd":{"type":"string","description":"Billing period end"}},"agentphone_get_usage_daily":{"data":{"type":"array","description":"Daily usage entries","items":{"type":"object","properties":{"date":{"type":"string","description":"Day (YYYY-MM-DD)"},"messages":{"type":"number","description":"Messages that day"},"calls":{"type":"number","description":"Calls that day"},"webhooks":{"type":"number","description":"Webhook deliveries that day"}}}},"days":{"type":"number","description":"Number of days returned"}},"agentphone_get_usage_monthly":{"data":{"type":"array","description":"Monthly usage entries","items":{"type":"object","properties":{"month":{"type":"string","description":"Month (YYYY-MM)"},"messages":{"type":"number","description":"Messages that month"},"calls":{"type":"number","description":"Calls that month"},"webhooks":{"type":"number","description":"Webhook deliveries that month"}}}},"months":{"type":"number","description":"Number of months returned"}},"agentphone_list_calls":{"data":{"type":"array","description":"Calls","items":{"type":"object","properties":{"id":{"type":"string","description":"Call ID"},"agentId":{"type":"string","description":"Agent that handled the call","optional":true},"phoneNumberId":{"type":"string","description":"Phone number ID used for the call","optional":true},"phoneNumber":{"type":"string","description":"Phone number used for the call","optional":true},"fromNumber":{"type":"string","description":"Caller phone number"},"toNumber":{"type":"string","description":"Recipient phone number"},"direction":{"type":"string","description":"inbound or outbound","optional":true},"status":{"type":"string","description":"Call status"},"startedAt":{"type":"string","description":"ISO 8601 timestamp","optional":true},"endedAt":{"type":"string","description":"ISO 8601 timestamp","optional":true},"durationSeconds":{"type":"number","description":"Call duration in seconds","optional":true},"lastTranscriptSnippet":{"type":"string","description":"Last transcript snippet","optional":true},"recordingUrl":{"type":"string","description":"Recording audio URL","optional":true},"recordingAvailable":{"type":"boolean","description":"Whether a recording is available","optional":true}}}},"hasMore":{"type":"boolean","description":"Whether more results are available"},"total":{"type":"number","description":"Total number of matching calls"}},"agentphone_list_contacts":{"data":{"type":"array","description":"Contacts","items":{"type":"object","properties":{"id":{"type":"string","description":"Contact ID"},"phoneNumber":{"type":"string","description":"Phone number in E.164 format"},"name":{"type":"string","description":"Contact name"},"email":{"type":"string","description":"Contact email address","optional":true},"notes":{"type":"string","description":"Freeform notes","optional":true},"createdAt":{"type":"string","description":"ISO 8601 creation timestamp"},"updatedAt":{"type":"string","description":"ISO 8601 update timestamp"}}}},"hasMore":{"type":"boolean","description":"Whether more results are available"},"total":{"type":"number","description":"Total number of contacts"}},"agentphone_list_conversations":{"data":{"type":"array","description":"Conversations","items":{"type":"object","properties":{"id":{"type":"string","description":"Conversation ID"},"agentId":{"type":"string","description":"Agent ID","optional":true},"phoneNumberId":{"type":"string","description":"Phone number ID"},"phoneNumber":{"type":"string","description":"Phone number"},"participant":{"type":"string","description":"External participant phone number"},"lastMessageAt":{"type":"string","description":"ISO 8601 timestamp"},"lastMessagePreview":{"type":"string","description":"Last message preview"},"messageCount":{"type":"number","description":"Number of messages in the conversation"},"metadata":{"type":"json","description":"Custom metadata stored on the conversation","optional":true},"createdAt":{"type":"string","description":"ISO 8601 timestamp"}}}},"hasMore":{"type":"boolean","description":"Whether more results are available"},"total":{"type":"number","description":"Total number of conversations"}},"agentphone_list_numbers":{"data":{"type":"array","description":"Phone numbers","items":{"type":"object","properties":{"id":{"type":"string","description":"Phone number 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bytes"}}},"locale":{"type":"string","description":"Locale (e.g., en-US)"},"locale_id":{"type":"number","description":"Locale ID"},"organization_id":{"type":"number","description":"Primary organization ID","optional":true},"role":{"type":"string","description":"User role (end-user, agent, admin)"},"role_type":{"type":"number","description":"Role type identifier","optional":true},"custom_role_id":{"type":"number","description":"Custom role ID","optional":true},"active":{"type":"boolean","description":"Whether the user is active (false if deleted)"},"verified":{"type":"boolean","description":"Whether any user identity has been verified"},"alias":{"type":"string","description":"Alias displayed to end users","optional":true},"details":{"type":"string","description":"Details about the user","optional":true},"notes":{"type":"string","description":"Notes about the user","optional":true},"signature":{"type":"string","description":"User signature for email 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completed)"},"job_type":{"type":"string","description":"Category of background task"},"total":{"type":"number","description":"Total number of tasks in this job"},"progress":{"type":"number","description":"Number of tasks already completed"},"message":{"type":"string","description":"Message from the job worker","optional":true},"results":{"type":"array","description":"Array of result objects from the job","optional":true,"items":{"type":"object","properties":{"id":{"type":"number","description":"ID of the created or updated resource"},"index":{"type":"number","description":"Position of the result in the batch","optional":true},"action":{"type":"string","description":"Action performed (e.g., create, update)","optional":true},"success":{"type":"boolean","description":"Whether the operation succeeded"},"status":{"type":"string","description":"Status message (e.g., Updated, Created)","optional":true},"error":{"type":"string","description":"Error message if operation failed","optional":true}}}}}},"job_id":{"type":"string","description":"The bulk operation job ID"}},"zep_add_messages":{"threadId":{"type":"string","description":"Thread identifier"},"added":{"type":"boolean","description":"Whether messages were added successfully"},"messageIds":{"type":"array","description":"Array of added message UUIDs","items":{"type":"string","description":"Message UUID"}}},"zep_add_user":{"userId":{"type":"string","description":"User identifier"},"email":{"type":"string","description":"User email address","optional":true},"firstName":{"type":"string","description":"User first name","optional":true},"lastName":{"type":"string","description":"User last name","optional":true},"uuid":{"type":"string","description":"Internal UUID"},"createdAt":{"type":"string","description":"Creation timestamp (ISO 8601)"},"metadata":{"type":"object","description":"User metadata (dynamic key-value pairs)","optional":true}},"zep_create_thread":{"threadId":{"type":"string","description":"Thread identifier"},"userId":{"type":"string","description":"Associated user ID"},"uuid":{"type":"string","description":"Internal UUID"},"createdAt":{"type":"string","description":"Creation timestamp (ISO 8601)"},"projectUuid":{"type":"string","description":"Project UUID"}},"zep_delete_thread":{"deleted":{"type":"boolean","description":"Whether the thread was deleted"}},"zep_get_context":{"context":{"type":"string","description":"The context string (summary or basic mode)"}},"zep_get_messages":{"messages":{"type":"array","description":"Array of message objects","items":{"type":"object","properties":{"uuid":{"type":"string","description":"Message UUID"},"role":{"type":"string","description":"Message role (user, assistant, system, tool)"},"roleType":{"type":"string","description":"Role type (AI, human, tool)","optional":true},"content":{"type":"string","description":"Message content"},"name":{"type":"string","description":"Sender name","optional":true},"createdAt":{"type":"string","description":"Timestamp (RFC3339 format)"},"metadata":{"type":"object","description":"Message metadata (dynamic key-value pairs)","optional":true},"processed":{"type":"boolean","description":"Whether message has been processed","optional":true}}}},"rowCount":{"type":"number","description":"Number of rows returned","optional":true},"totalCount":{"type":"number","description":"Total number of items available","optional":true}},"zep_get_threads":{"threads":{"type":"array","description":"Array of thread objects","items":{"type":"object","properties":{"threadId":{"type":"string","description":"Thread identifier"},"userId":{"type":"string","description":"Associated user ID"},"uuid":{"type":"string","description":"Internal UUID"},"createdAt":{"type":"string","description":"Creation timestamp (ISO 8601)"},"updatedAt":{"type":"string","description":"Last update timestamp (ISO 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pairs)","optional":true}},"zep_get_user_threads":{"threads":{"type":"array","description":"Array of thread objects","items":{"type":"object","properties":{"threadId":{"type":"string","description":"Thread identifier"},"userId":{"type":"string","description":"Associated user ID"},"uuid":{"type":"string","description":"Internal UUID"},"createdAt":{"type":"string","description":"Creation timestamp (ISO 8601)"},"updatedAt":{"type":"string","description":"Last update timestamp (ISO 8601)"},"projectUuid":{"type":"string","description":"Project UUID"},"metadata":{"type":"object","description":"Custom metadata (dynamic key-value pairs)","optional":true}}}},"totalCount":{"type":"number","description":"Total number of items available","optional":true}},"zerobounce_get_credits":{"credits":{"type":"number","description":"Remaining validation credits (-1 if unavailable)"}},"zerobounce_verify_email":{"email":{"type":"string","description":"The validated email address"},"status":{"type":"string","description":"Validation status (valid, invalid, catch_all, unknown, spamtrap, abuse, do_not_mail)"},"deliverable":{"type":"boolean","description":"Whether the email is valid and safe to send"},"subStatus":{"type":"string","description":"Detailed sub-status from ZeroBounce","optional":true},"freeEmail":{"type":"boolean","description":"Whether the address is on a free email provider","optional":true},"didYouMean":{"type":"string","description":"Suggested correction for a likely typo","optional":true}},"zoom_create_meeting":{"meeting":{"type":"object","description":"The created meeting with all its properties","properties":{"id":{"type":"number","description":"Meeting ID"},"uuid":{"type":"string","description":"Meeting UUID"},"host_id":{"type":"string","description":"Host user ID"},"host_email":{"type":"string","description":"Host email address"},"topic":{"type":"string","description":"Meeting topic"},"type":{"type":"number","description":"Meeting type: 1=instant, 2=scheduled, 3=recurring no fixed time, 8=recurring fixed time"},"status":{"type":"string","description":"Meeting status (e.g., waiting, started)"},"start_time":{"type":"string","description":"Start time in ISO 8601 format"},"duration":{"type":"number","description":"Duration in minutes"},"timezone":{"type":"string","description":"Timezone (e.g., America/Los_Angeles)"},"agenda":{"type":"string","description":"Meeting agenda"},"created_at":{"type":"string","description":"Creation timestamp in ISO 8601 format"},"start_url":{"type":"string","description":"URL for host to start the meeting"},"join_url":{"type":"string","description":"URL for participants to join the meeting"},"password":{"type":"string","description":"Meeting password"},"h323_password":{"type":"string","description":"H.323/SIP room system password"},"pstn_password":{"type":"string","description":"PSTN password for phone dial-in"},"encrypted_password":{"type":"string","description":"Encrypted password for 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recurring meetings","properties":{"type":{"type":"number","description":"Recurrence type: 1=daily, 2=weekly, 3=monthly"},"repeat_interval":{"type":"number","description":"Interval between recurring meetings"},"weekly_days":{"type":"string","description":"Days of week for weekly recurrence (1-7, comma-separated)"},"monthly_day":{"type":"number","description":"Day of month for monthly recurrence"},"monthly_week":{"type":"number","description":"Week of month for monthly recurrence"},"monthly_week_day":{"type":"number","description":"Day of week for monthly recurrence"},"end_times":{"type":"number","description":"Number of occurrences"},"end_date_time":{"type":"string","description":"End date time in ISO 8601 format"}}},"occurrences":{"type":"array","description":"Meeting occurrences for recurring meetings","items":{"type":"object","properties":{"occurrence_id":{"type":"string","description":"Occurrence ID"},"start_time":{"type":"string","description":"Start time in ISO 8601 format"},"duration":{"type":"number","description":"Duration in minutes"},"status":{"type":"string","description":"Occurrence status"}}}}}}},"zoom_delete_meeting":{"success":{"type":"boolean","description":"Whether the meeting was deleted successfully"}},"zoom_delete_recording":{"success":{"type":"boolean","description":"Whether the recording was deleted successfully"}},"zoom_get_meeting":{"meeting":{"type":"object","description":"The meeting details","properties":{"id":{"type":"number","description":"Meeting ID"},"uuid":{"type":"string","description":"Meeting UUID"},"host_id":{"type":"string","description":"Host user ID"},"host_email":{"type":"string","description":"Host email address"},"topic":{"type":"string","description":"Meeting topic"},"type":{"type":"number","description":"Meeting type: 1=instant, 2=scheduled, 3=recurring no fixed time, 8=recurring fixed time"},"status":{"type":"string","description":"Meeting status (e.g., waiting, started)"},"start_time":{"type":"string","description":"Start time in ISO 8601 format"},"duration":{"type":"number","description":"Duration in minutes"},"timezone":{"type":"string","description":"Timezone (e.g., America/Los_Angeles)"},"agenda":{"type":"string","description":"Meeting agenda"},"created_at":{"type":"string","description":"Creation timestamp in ISO 8601 format"},"start_url":{"type":"string","description":"URL for host to start the meeting"},"join_url":{"type":"string","description":"URL for participants to join the meeting"},"password":{"type":"string","description":"Meeting password"},"h323_password":{"type":"string","description":"H.323/SIP room system password"},"pstn_password":{"type":"string","description":"PSTN password for phone dial-in"},"encrypted_password":{"type":"string","description":"Encrypted password for joining"},"settings":{"type":"object","description":"Meeting settings","properties":{"host_video":{"type":"boolean","description":"Start with host video on"},"participant_video":{"type":"boolean","description":"Start with participant video on"},"join_before_host":{"type":"boolean","description":"Allow participants to join before host"},"mute_upon_entry":{"type":"boolean","description":"Mute participants upon entry"},"watermark":{"type":"boolean","description":"Add watermark when viewing shared screen"},"audio":{"type":"string","description":"Audio options: both, telephony, or voip"},"auto_recording":{"type":"string","description":"Auto recording: local, cloud, or none"},"waiting_room":{"type":"boolean","description":"Enable waiting room"},"meeting_authentication":{"type":"boolean","description":"Require meeting authentication"},"approval_type":{"type":"number","description":"Approval type: 0=auto, 1=manual, 2=none"}}},"recurrence":{"type":"object","description":"Recurrence settings for recurring meetings","properties":{"type":{"type":"number","description":"Recurrence type: 1=daily, 2=weekly, 3=monthly"},"repeat_interval":{"type":"number","description":"Interval between recurring meetings"},"weekly_days":{"type":"string","description":"Days of week for weekly recurrence (1-7, comma-separated)"},"monthly_day":{"type":"number","description":"Day of month for monthly recurrence"},"monthly_week":{"type":"number","description":"Week of month for monthly recurrence"},"monthly_week_day":{"type":"number","description":"Day of week for monthly recurrence"},"end_times":{"type":"number","description":"Number of occurrences"},"end_date_time":{"type":"string","description":"End date time in ISO 8601 format"}}},"occurrences":{"type":"array","description":"Meeting occurrences for recurring meetings","items":{"type":"object","properties":{"occurrence_id":{"type":"string","description":"Occurrence ID"},"start_time":{"type":"string","description":"Start time in ISO 8601 format"},"duration":{"type":"number","description":"Duration in minutes"},"status":{"type":"string","description":"Occurrence status"}}}}}}},"zoom_get_meeting_invitation":{"invitation":{"type":"string","description":"The meeting invitation text"}},"zoom_get_meeting_recordings":{"recording":{"type":"object","description":"The meeting recording with all files","properties":{"uuid":{"type":"string","description":"Meeting UUID"},"id":{"type":"number","description":"Meeting ID"},"account_id":{"type":"string","description":"Account ID"},"host_id":{"type":"string","description":"Host user ID"},"topic":{"type":"string","description":"Meeting topic"},"type":{"type":"number","description":"Meeting type"},"start_time":{"type":"string","description":"Meeting start time"},"duration":{"type":"number","description":"Meeting duration in minutes"},"total_size":{"type":"number","description":"Total size of all recordings in bytes"},"recording_count":{"type":"number","description":"Number of recording files"},"share_url":{"type":"string","description":"URL to share recordings"},"recording_files":{"type":"array","description":"List of recording files","items":{"type":"object","properties":{"id":{"type":"string","description":"Recording file ID"},"meeting_id":{"type":"string","description":"Meeting ID associated with the recording"},"recording_start":{"type":"string","description":"Start time of the recording"},"recording_end":{"type":"string","description":"End time of the recording"},"file_type":{"type":"string","description":"Type of recording file (MP4, M4A, etc.)"},"file_extension":{"type":"string","description":"File extension"},"file_size":{"type":"number","description":"File size in bytes"},"play_url":{"type":"string","description":"URL to play the recording"},"download_url":{"type":"string","description":"URL to download the recording"},"status":{"type":"string","description":"Recording status"},"recording_type":{"type":"string","description":"Type of recording (shared_screen, audio_only, etc.)"}}}}}},"files":{"type":"file[]","description":"Downloaded recording files","optional":true}},"zoom_list_meetings":{"meetings":{"type":"array","description":"List of meetings","items":{"type":"object","properties":{"id":{"type":"number","description":"Meeting ID"},"uuid":{"type":"string","description":"Meeting UUID"},"host_id":{"type":"string","description":"Host user ID"},"topic":{"type":"string","description":"Meeting topic"},"type":{"type":"number","description":"Meeting type"},"start_time":{"type":"string","description":"Start time in ISO 8601 format"},"duration":{"type":"number","description":"Duration in minutes"},"timezone":{"type":"string","description":"Timezone"},"agenda":{"type":"string","description":"Meeting agenda"},"created_at":{"type":"string","description":"Creation timestamp"},"join_url":{"type":"string","description":"URL for participants to join"}}}},"pageInfo":{"type":"object","description":"Pagination information","properties":{"pageCount":{"type":"number","description":"Total number of pages"},"pageNumber":{"type":"number","description":"Current page number"},"pageSize":{"type":"number","description":"Number of records per page"},"totalRecords":{"type":"number","description":"Total number of records"},"nextPageToken":{"type":"string","description":"Token for next page of results"}}}},"zoom_list_past_participants":{"participants":{"type":"array","description":"List of meeting participants","items":{"type":"object","properties":{"id":{"type":"string","description":"Participant unique identifier"},"user_id":{"type":"string","description":"User ID if registered Zoom user"},"name":{"type":"string","description":"Participant display name"},"user_email":{"type":"string","description":"Participant email address"},"join_time":{"type":"string","description":"Time when participant joined (ISO 8601)"},"leave_time":{"type":"string","description":"Time when participant left (ISO 8601)"},"duration":{"type":"number","description":"Duration in seconds participant was in meeting"},"attentiveness_score":{"type":"string","description":"Attentiveness score (deprecated)"},"failover":{"type":"boolean","description":"Whether participant failed over to another data center"},"status":{"type":"string","description":"Participant status"}}}},"pageInfo":{"type":"object","description":"Pagination information","properties":{"pageSize":{"type":"number","description":"Number of records per page"},"totalRecords":{"type":"number","description":"Total number of records"},"nextPageToken":{"type":"string","description":"Token for next page of results"}}}},"zoom_list_recordings":{"recordings":{"type":"array","description":"List of recordings","items":{"type":"object","properties":{"uuid":{"type":"string","description":"Meeting UUID"},"id":{"type":"number","description":"Meeting ID"},"account_id":{"type":"string","description":"Account ID"},"host_id":{"type":"string","description":"Host user ID"},"topic":{"type":"string","description":"Meeting topic"},"type":{"type":"number","description":"Meeting type"},"start_time":{"type":"string","description":"Meeting start time"},"duration":{"type":"number","description":"Meeting duration in minutes"},"total_size":{"type":"number","description":"Total size of all recordings in bytes"},"recording_count":{"type":"number","description":"Number of recording files"},"share_url":{"type":"string","description":"URL to share recordings"},"recording_files":{"type":"array","description":"List of recording files","items":{"type":"object","properties":{"id":{"type":"string","description":"Recording file ID"},"meeting_id":{"type":"string","description":"Meeting ID associated with the recording"},"recording_start":{"type":"string","description":"Start time of the recording"},"recording_end":{"type":"string","description":"End time of the recording"},"file_type":{"type":"string","description":"Type of recording file (MP4, M4A, etc.)"},"file_extension":{"type":"string","description":"File extension"},"file_size":{"type":"number","description":"File size in bytes"},"play_url":{"type":"string","description":"URL to play the recording"},"download_url":{"type":"string","description":"URL to download the recording"},"status":{"type":"string","description":"Recording status"},"recording_type":{"type":"string","description":"Type of recording (shared_screen, audio_only, etc.)"}}}}}}},"pageInfo":{"type":"object","description":"Pagination information","properties":{"from":{"type":"string","description":"Start date of query range"},"to":{"type":"string","description":"End date of query range"},"pageSize":{"type":"number","description":"Number of records per page"},"totalRecords":{"type":"number","description":"Total number of records"},"nextPageToken":{"type":"string","description":"Token for next page of results"}}}},"zoom_update_meeting":{"success":{"type":"boolean","description":"Whether the meeting was updated successfully"}},"zoominfo_enrich_companies":{"results":{"type":"array","description":"Enrichment results, one per input with match status and attributes","items":{"type":"json"}}},"zoominfo_enrich_contacts":{"results":{"type":"array","description":"Enrichment results, one per input with match status and attributes","items":{"type":"json"}}},"zoominfo_search_companies":{"companies":{"type":"array","description":"Matching companies","items":{"type":"json"}},"totalResults":{"type":"number","description":"Total number of matching results across all pages","optional":true},"currentPage":{"type":"number","description":"Current page number","optional":true},"totalPages":{"type":"number","description":"Total number of pages available","optional":true}},"zoominfo_search_contacts":{"contacts":{"type":"array","description":"Matching contacts (without emails or phone numbers)","items":{"type":"json"}},"totalResults":{"type":"number","description":"Total number of matching results across all pages","optional":true},"currentPage":{"type":"number","description":"Current page number","optional":true},"totalPages":{"type":"number","description":"Total number of pages available","optional":true}},"zoominfo_search_intent":{"signals":{"type":"array","description":"Intent signals with topic, score, audience strength, and company","items":{"type":"json"}},"totalResults":{"type":"number","description":"Total number of matching results across all pages","optional":true},"currentPage":{"type":"number","description":"Current page number","optional":true},"totalPages":{"type":"number","description":"Total number of pages available","optional":true}},"zoominfo_search_news":{"articles":{"type":"array","description":"News articles matching the filters","items":{"type":"json"}},"totalResults":{"type":"number","description":"Total number of matching results across all pages","optional":true},"currentPage":{"type":"number","description":"Current page number","optional":true},"totalPages":{"type":"number","description":"Total number of pages available","optional":true}}}'
+)
+
+export default toolOutputs
diff --git a/apps/sim/tools/metadata-outputs.ts b/apps/sim/tools/metadata-outputs.ts
new file mode 100644
index 00000000000..5fe380ac21e
--- /dev/null
+++ b/apps/sim/tools/metadata-outputs.ts
@@ -0,0 +1,32 @@
+import rawOutputs from '@/tools/generated/tool-outputs'
+import type { ToolConfig } from '@/tools/types'
+
+/**
+ * Declared output shapes for built-in tools, read without importing the
+ * executable registry. See `@/tools/metadata` for the rationale.
+ *
+ * Kept apart from the rest of the metadata because outputs are roughly two
+ * thirds of the generated data and only block-output inference consumes them —
+ * callers that need params or an existence check should import `@/tools/metadata`
+ * and never load this module.
+ *
+ * The backing data is generated by `scripts/sync-tool-metadata.ts` and verified
+ * in CI by `bun run tool-metadata:check`. Never hand-edit it.
+ */
+type ToolOutputs = NonNullable<ToolConfig['outputs']>
+
+/**
+ * Annotated rather than inferred: letting TypeScript infer a literal type for a
+ * 4 MB JSON import makes every downstream file that touches it dramatically more
+ * expensive to typecheck.
+ */
+const outputs: Record<string, ToolOutputs> = rawOutputs as Record<string, ToolOutputs>
+
+/**
+ * Declared outputs for a built-in tool, or `undefined` if it declares none.
+ *
+ * `Object.hasOwn` rather than a bare lookup — see `getToolMetadata` for why.
+ */
+export function getToolOutputsMetadata(toolId: string): ToolOutputs | undefined {
+  return Object.hasOwn(outputs, toolId) ? outputs[toolId] : undefined
+}
diff --git a/apps/sim/tools/metadata.test.ts b/apps/sim/tools/metadata.test.ts
new file mode 100644
index 00000000000..32e462a3002
--- /dev/null
+++ b/apps/sim/tools/metadata.test.ts
@@ -0,0 +1,81 @@
+/**
+ * @vitest-environment node
+ */
+import { describe, expect, it } from 'vitest'
+import { getToolIds, getToolMetadata, getToolParams, hasToolMetadata } from '@/tools/metadata'
+import { getToolOutputsMetadata } from '@/tools/metadata-outputs'
+
+/**
+ * Guards the properties the generated artifacts are relied on for. The
+ * `tool-metadata:check` script guards that they are in sync with the registry;
+ * these guard that what they contain is usable.
+ */
+describe('generated tool metadata', () => {
+  it('covers the whole registry', () => {
+    expect(getToolIds().length).toBeGreaterThan(4000)
+  })
+
+  it('resolves a known tool with its params', () => {
+    const gmail = getToolMetadata('gmail_send')
+    expect(gmail?.id).toBe('gmail_send')
+    expect(Object.keys(gmail?.params ?? {})).toContain('to')
+  })
+
+  it('reports unknown tools as absent without throwing', () => {
+    expect(hasToolMetadata('definitely_not_a_tool')).toBe(false)
+    expect(getToolMetadata('definitely_not_a_tool')).toBeUndefined()
+    expect(getToolParams('definitely_not_a_tool')).toBeUndefined()
+    expect(getToolOutputsMetadata('definitely_not_a_tool')).toBeUndefined()
+  })
+
+  it('resolves declared outputs for a known tool', () => {
+    expect(getToolOutputsMetadata('gmail_send')).toBeDefined()
+  })
+
+  /**
+   * `JSON.parse` yields an object with the normal prototype, so a bare bracket
+   * lookup returns inherited members — `getToolMetadata('constructor')` handed
+   * back a function typed as tool metadata.
+   */
+  it.each(['constructor', 'toString', 'valueOf', 'hasOwnProperty', '__proto__'])(
+    'treats inherited key %s as an unknown tool',
+    (key) => {
+      expect(getToolMetadata(key)).toBeUndefined()
+      expect(getToolParams(key)).toBeUndefined()
+      expect(getToolOutputsMetadata(key)).toBeUndefined()
+      expect(hasToolMetadata(key)).toBe(false)
+    }
+  )
+
+  /**
+   * The registry contains a null param entry (`stt_deepgram_v2`), which crashes
+   * any consumer that iterates params unguarded. The generator strips those, so
+   * consumers may iterate freely.
+   */
+  it('contains no null param entries', () => {
+    for (const id of getToolIds()) {
+      for (const [paramId, config] of Object.entries(getToolParams(id) ?? {})) {
+        expect(config, `${id}.${paramId} is empty`).not.toBeNull()
+        expect(config, `${id}.${paramId} is empty`).toBeDefined()
+      }
+    }
+  })
+
+  /**
+   * The whole point of the artifacts: they carry no executable config, so
+   * importing them cannot pull the tool implementations into a module graph.
+   */
+  it('contains no function values', () => {
+    for (const id of getToolIds()) {
+      const metadata = getToolMetadata(id)
+      for (const [key, value] of Object.entries(metadata ?? {})) {
+        expect(typeof value, `${id}.${key} is a function`).not.toBe('function')
+      }
+      for (const [paramId, config] of Object.entries(metadata?.params ?? {})) {
+        for (const [key, value] of Object.entries(config ?? {})) {
+          expect(typeof value, `${id}.params.${paramId}.${key} is a function`).not.toBe('function')
+        }
+      }
+    }
+  })
+})
diff --git a/apps/sim/tools/metadata.ts b/apps/sim/tools/metadata.ts
new file mode 100644
index 00000000000..6369e75196f
--- /dev/null
+++ b/apps/sim/tools/metadata.ts
@@ -0,0 +1,61 @@
+import rawMetadata from '@/tools/generated/tool-metadata'
+import type { OAuthConfig, ToolConfig } from '@/tools/types'
+
+/**
+ * Serializable tool metadata, read without importing the executable registry.
+ *
+ * `@/tools/registry` is a barrel over 4,300+ tools whose `ToolConfig`s carry
+ * closures (`request.headers`, `transformResponse`, `directExecution`), and
+ * those closures drag ~4,700 modules into any graph that reaches them. Callers
+ * that only need to know a tool's shape — its params, its outputs, or whether it
+ * exists — read it from here instead, and stay off the registry entirely.
+ *
+ * The backing data is generated by `scripts/sync-tool-metadata.ts` and verified
+ * in CI by `bun run tool-metadata:check`. Never hand-edit it.
+ *
+ * Outputs live in `@/tools/metadata-outputs`, not here: they are the larger half
+ * of the data and have a single consumer, so keeping them in a separate module
+ * means callers that only need params don't pay for them.
+ */
+export interface ToolMetadata {
+  id: string
+  name?: string
+  description?: string
+  version?: string
+  params: ToolConfig['params']
+  oauth?: OAuthConfig
+}
+
+/**
+ * Annotated rather than inferred: letting TypeScript infer a literal type for a
+ * 4 MB JSON import makes every downstream file that touches it dramatically more
+ * expensive to typecheck.
+ */
+const metadata: Record<string, ToolMetadata> = rawMetadata as Record<string, ToolMetadata>
+
+/** Every registered tool id, including versioned variants. */
+export function getToolIds(): string[] {
+  return Object.keys(metadata)
+}
+
+/** Whether `toolId` names a built-in tool. Cheaper than resolving its metadata. */
+export function hasToolMetadata(toolId: string): boolean {
+  return Object.hasOwn(metadata, toolId)
+}
+
+/**
+ * Serializable metadata for a built-in tool, or `undefined` if unknown.
+ *
+ * `Object.hasOwn` rather than a bare lookup: `JSON.parse` yields an object with
+ * the normal prototype, so a tool id colliding with `constructor`, `toString` or
+ * `__proto__` would otherwise return an inherited function typed as tool
+ * metadata.
+ */
+export function getToolMetadata(toolId: string): ToolMetadata | undefined {
+  return Object.hasOwn(metadata, toolId) ? metadata[toolId] : undefined
+}
+
+/** Declared parameters for a built-in tool, or `undefined` if unknown. */
+export function getToolParams(toolId: string): ToolConfig['params'] | undefined {
+  return getToolMetadata(toolId)?.params
+}
diff --git a/biome.json b/biome.json
index 9249402d969..e88dff2442b 100644
--- a/biome.json
+++ b/biome.json
@@ -26,6 +26,7 @@
       "!**/public/workbox-*.js",
       "!**/public/worker-*.js",
       "!**/public/fallback-*.js",
+      "!**/apps/sim/tools/generated",
       "!**/apps/docs/.source",
       "!**/apps/desktop/release",
       "!**/venv",
diff --git a/package.json b/package.json
index e6baf996389..6609b297c62 100644
--- a/package.json
+++ b/package.json
@@ -44,6 +44,8 @@
     "mship-contracts:check": "bun run scripts/sync-mothership-stream-contract.ts --check",
     "billing-protocol-contract:generate": "bun run scripts/sync-billing-protocol-contract.ts",
     "billing-protocol-contract:check": "bun run scripts/sync-billing-protocol-contract.ts --check",
+    "tool-metadata:generate": "bun run scripts/sync-tool-metadata.ts",
+    "tool-metadata:check": "bun run scripts/sync-tool-metadata.ts --check",
     "mship-tools:generate": "bun run scripts/sync-tool-catalog.ts",
     "mship-tools:check": "bun run scripts/sync-tool-catalog.ts --check",
     "trace-spans-contract:generate": "bun run scripts/sync-trace-spans-contract.ts",
diff --git a/scripts/sync-tool-metadata.ts b/scripts/sync-tool-metadata.ts
new file mode 100644
index 00000000000..d5be23ed54a
--- /dev/null
+++ b/scripts/sync-tool-metadata.ts
@@ -0,0 +1,232 @@
+#!/usr/bin/env bun
+/**
+ * Projects the executable tool registry down to its serializable metadata.
+ *
+ * `apps/sim/tools/registry.ts` is a ~9,000-line barrel importing all 4,300+
+ * tools. Each `ToolConfig` mixes plain data (`params`, `outputs`, `name`) with
+ * closures (`request.headers`, `transformResponse`, `directExecution`,
+ * `postProcess`), and it is those closures — and the SDK clients and API
+ * helpers they reach — that make the barrel cost ~4,700 modules to compile.
+ *
+ * No client-reachable caller needs a closure. They need `outputs` (block output
+ * inference), `params` (serialization and the tool-input panel), or merely
+ * whether an id exists. So this script emits that data on its own, letting those
+ * callers read tool metadata without pulling the registry.
+ *
+ * Two artifacts rather than one, because `outputs` is ~4 MB of the ~6 MB and has
+ * a single consumer — keeping it separate means callers that only need `params`
+ * or an id check don't pay for it:
+ *
+ *   tools/generated/tool-metadata.ts   id -> { name, description, version, params, oauth }
+ *   tools/generated/tool-outputs.ts    id -> outputs
+ *
+ * Each artifact holds its data as one JSON string parsed at runtime — see
+ * `serialize()` for why an imported `.json` or an object literal is not viable
+ * at this size.
+ *
+ * Usage:
+ *   bun run scripts/sync-tool-metadata.ts           # write artifacts
+ *   bun run scripts/sync-tool-metadata.ts --check    # fail (exit 1) if stale
+ */
+import { mkdir, readFile, writeFile } from 'node:fs/promises'
+import { dirname, resolve } from 'node:path'
+import { fileURLToPath } from 'node:url'
+import { tools } from '../apps/sim/tools/registry'
+import type { ToolConfig } from '../apps/sim/tools/types'
+
+const SCRIPT_DIR = dirname(fileURLToPath(import.meta.url))
+const ROOT = resolve(SCRIPT_DIR, '..')
+const GENERATED_DIR = resolve(ROOT, 'apps/sim/tools/generated')
+const METADATA_PATH = resolve(GENERATED_DIR, 'tool-metadata.ts')
+const OUTPUTS_PATH = resolve(GENERATED_DIR, 'tool-outputs.ts')
+
+/**
+ * Fields copied into `tool-metadata.ts`. Every one must be plain data.
+ *
+ * Deliberately excluded: `request`, `transformResponse`, `directExecution`,
+ * `postProcess` (closures, and the whole reason the registry is expensive);
+ * `hosting` and `schemaEnrichment` (contain predicates/`enrichSchema`, and are
+ * only consumed server-side); `outputs` (emitted separately).
+ */
+const METADATA_FIELDS = ['name', 'description', 'version', 'params', 'oauth'] as const
+
+type ToolRecord = Record<string, ToolConfig>
+
+/**
+ * Recursively locates any function value, which must never reach the artifacts.
+ *
+ * Unbounded in depth on purpose: param and output schemas nest arbitrarily, and
+ * a depth cap would let a deeply-nested closure through — `JSON.stringify` drops
+ * it silently, so the artifact would ship an incomplete schema while generation
+ * reported success. `seen` guards the cycles that removing the cap exposes.
+ */
+function findFunctionPaths(
+  value: unknown,
+  path: string,
+  found: string[],
+  seen = new WeakSet<object>()
+): void {
+  if (found.length >= 10 || value == null) return
+  if (typeof value === 'function') {
+    found.push(path)
+    return
+  }
+  if (typeof value !== 'object') return
+  if (seen.has(value as object)) return
+  seen.add(value as object)
+
+  if (Array.isArray(value)) {
+    value.forEach((item, i) => findFunctionPaths(item, `${path}[${i}]`, found, seen))
+    return
+  }
+  for (const [key, item] of Object.entries(value as object)) {
+    findFunctionPaths(item, `${path}.${key}`, found, seen)
+  }
+}
+
+/**
+ * Drops empty param entries so consumers may iterate params unguarded.
+ *
+ * The registry contains one (`stt_deepgram_v2`), which crashes any caller that
+ * reads `param.type` while iterating. That entry is `undefined`, which
+ * `JSON.stringify` would drop anyway; this guard additionally covers an explicit
+ * `null` — which serializes faithfully and would reach consumers — and surfaces
+ * either case as a warning rather than silently.
+ */
+function normalizeParams(toolId: string, params: ToolConfig['params'] | undefined) {
+  const normalized: Record<string, unknown> = {}
+  let dropped = 0
+  for (const [paramId, config] of Object.entries(params ?? {})) {
+    if (config == null) {
+      dropped++
+      continue
+    }
+    normalized[paramId] = config
+  }
+  if (dropped > 0) {
+    console.warn(`[tool-metadata] ${toolId}: dropped ${dropped} empty param entr(y/ies)`)
+  }
+  return normalized
+}
+
+function build(registry: ToolRecord) {
+  const metadata: Record<string, unknown> = {}
+  const outputs: Record<string, unknown> = {}
+
+  // Sorted so the artifacts are stable across runs regardless of registry order.
+  for (const toolId of Object.keys(registry).sort()) {
+    const tool = registry[toolId] as ToolConfig & Record<string, unknown>
+    if (!tool) continue
+
+    const entry: Record<string, unknown> = { id: tool.id ?? toolId }
+    for (const field of METADATA_FIELDS) {
+      if (field === 'params') {
+        entry.params = normalizeParams(toolId, tool.params)
+      } else if (tool[field] !== undefined) {
+        entry[field] = tool[field]
+      }
+    }
+    metadata[toolId] = entry
+    if (tool.outputs !== undefined) outputs[toolId] = tool.outputs
+  }
+
+  const offenders: string[] = []
+  findFunctionPaths(metadata, 'metadata', offenders)
+  findFunctionPaths(outputs, 'outputs', offenders)
+  if (offenders.length > 0) {
+    throw new Error(
+      `Refusing to emit tool metadata: found non-serializable values at:\n  ${offenders.join('\n  ')}\n` +
+        `Add the offending field to the exclusion list in ${'scripts/sync-tool-metadata.ts'}.`
+    )
+  }
+
+  return {
+    metadata: serialize(
+      metadata,
+      'toolMetadata',
+      '/** Serializable metadata for every built-in tool, keyed by tool id. */'
+    ),
+    outputs: serialize(
+      outputs,
+      'toolOutputs',
+      '/** Declared output shapes for every built-in tool, keyed by tool id. */'
+    ),
+    toolCount: Object.keys(metadata).length,
+  }
+}
+
+/**
+ * Escapes a JSON document into a single-quoted JavaScript string literal.
+ *
+ * Single quotes rather than double: JSON is dense with `"`, which would need
+ * escaping inside a double-quoted literal and inflates the file by ~90%.
+ */
+function toJsStringLiteral(json: string): string {
+  const escaped = json
+    .replace(/\\/g, '\\\\')
+    .replace(/'/g, "\\'")
+    .replace(/\n/g, '\\n')
+    .replace(/\r/g, '\\r')
+    // Valid raw inside a JSON string, but line terminators in a JS literal.
+    .replace(/\u2028/g, '\\u2028')
+    .replace(/\u2029/g, '\\u2029')
+  return `'${escaped}'`
+}
+
+/**
+ * Emits the data as a string parsed at runtime, rather than as an object
+ * literal or an imported `.json`.
+ *
+ * Both of the obvious alternatives are unusable at this size. A `.json` import
+ * (with `resolveJsonModule`, which this repo enables) makes TypeScript infer a
+ * literal type for all 4,300+ entries: it took `tsc --noEmit` from **12.6s to
+ * 8m07s**, a 38x regression, and an ambient `declare module` does not
+ * short-circuit it. A generated object literal costs the same, since it is the
+ * same inference work.
+ *
+ * A single string literal is one cheap token for the compiler and the bundler,
+ * and `JSON.parse` on a large payload is faster at runtime than evaluating the
+ * equivalent object literal.
+ *
+ * The trade-off is that these files diff as one line. That is acceptable for a
+ * generated artifact nothing reads by eye and CI verifies wholesale.
+ */
+function serialize(entries: Record<string, unknown>, exportName: string, doc: string): string {
+  const literal = toJsStringLiteral(JSON.stringify(entries))
+  return `// Generated by scripts/sync-tool-metadata.ts — do not edit.
+// Regenerate with: bun run tool-metadata:generate
+
+${doc}
+const ${exportName}: Record<string, unknown> = JSON.parse(
+  ${literal}
+)
+
+export default ${exportName}
+`
+}
+
+async function main() {
+  const checkOnly = process.argv.includes('--check')
+  const { metadata, outputs, toolCount } = build(tools as ToolRecord)
+
+  if (checkOnly) {
+    const [existingMetadata, existingOutputs] = await Promise.all([
+      readFile(METADATA_PATH, 'utf8').catch(() => null),
+      readFile(OUTPUTS_PATH, 'utf8').catch(() => null),
+    ])
+    if (existingMetadata !== metadata || existingOutputs !== outputs) {
+      throw new Error('Generated tool metadata is stale. Run: bun run tool-metadata:generate')
+    }
+    console.log(`✓ tool metadata in sync (${toolCount} tools)`)
+    return
+  }
+
+  await mkdir(GENERATED_DIR, { recursive: true })
+  await Promise.all([
+    writeFile(METADATA_PATH, metadata, 'utf8'),
+    writeFile(OUTPUTS_PATH, outputs, 'utf8'),
+  ])
+  console.log(`✓ wrote tool metadata for ${toolCount} tools`)
+}
+
+await main()

From 452d82a636422cca97cb02b7eb40fe337a7f37bd Mon Sep 17 00:00:00 2001
From: Waleed <walif6@gmail.com>
Date: Sat, 1 Aug 2026 11:27:37 -0700
Subject: [PATCH 05/30] perf(tools): read tool metadata instead of the registry
 on client paths (#6155)
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

* perf(tools): read tool metadata instead of the registry on client paths

Cuts the last four edges that pulled `@/tools/registry` into the workspace
shell. Every workspace route drops ~4,700 modules:

  route                before   after
  /w (canvas)           6,592   1,908   -71%
  /logs                 6,227   1,543   -75%
  /tables               5,903   1,217   -79%
  /files                5,996   1,310   -78%
  workspace layout      5,751   1,063   -82%

Dev cold compile of the canvas, n=3, cache cleared between runs:

  before   32.3s / 31.4s / 30.1s   RSS 9.0-12.5 GB
  after    22.4s / 22.2s / 21.6s   RSS 7.8-9.2 GB

That lands where the `dev:minimal` escape hatch measured (20.0s / 6.7 GB)
without its downside — `dev:minimal` swaps in curated registries that drop ~250
services, whereas this keeps every tool working.

Rewired:
  - `block-outputs`  -> `getToolOutputsMetadata` (needed `outputs`)
  - `serializer`     -> `getToolParams`          (needed `params`)
  - `validation`     -> `hasToolId`              (needed existence only)
  - `tools/params`   -> `getToolMetadata`        (needed `params`, `oauth`, `name`)

`tools/params.ts` was the stubborn one: `mcp-dynamic-args.tsx` imports only
`formatParameterLabel` from it, so the whole registry rode in behind a string
helper — the same shape as the `mergeToolParameters` edge cut earlier.

Adds a third generated artifact, `tool-ids.ts` (~110 KB). Resolution needs only
the key set, so `@/tools/metadata` and `@/tools/metadata-outputs` both resolve
through it and stay independent of each other, and an existence check costs
~110 KB instead of ~4 MB.

Behaviour preservation was the risk here: `getTool` resolves an unversioned name
onto its newest version, and a plain key lookup would have silently reported 246
versioned tools as missing. `resolveToolId` is reproduced against the id set and
differentially tested — 4,404 probes (every id, every stripped base name, and an
unknown) comparing old vs new resolution and existence: 0 mismatches.

`ToolWithParameters.toolConfig` and `SubBlocksForToolInput.toolConfig` narrow
from `ToolConfig` to `ToolMetadata`. The only external reader is
`tool-input.tsx`, which uses `.name`.

* docs(tools): point the boundary skill at the three metadata modules

The skill still routed `hasToolMetadata` and `getToolIds` to `@/tools/metadata`,
but this PR moved id resolution into `@/tools/tool-ids`. Left as-is it would
send the next caller to the 4 MB module for an existence check that costs
110 KB — the exact mistake the skill exists to prevent.

Also records the two properties a caller can silently get wrong: lookups guard
with `Object.hasOwn` (a bare bracket lookup returns inherited prototype members),
and they resolve unversioned names (246 tools are versioned, and a plain lookup
reports them missing rather than crashing).

* fix(tools): cut the settings-route registry edge and fix serializer test mocks

Two findings from review, both real.

The settings route still reached the registry:

  settings/[section]/page.tsx -> settings.tsx -> (dynamic import)
  ee/access-control/components/access-control.tsx -> group-detail.tsx
  -> tools/utils.ts -> tools/registry.ts

It reads `getTool(id)?.name` — metadata — so it moves to `getToolMetadata`.
The earlier audit missed it because it walked only from the canvas route, and
the edge hides behind a dynamic `import()` that a static walk skips.

Serializer tests mocked the wrong module. `Serializer` now reads params via
`getToolParams` from `@/tools/metadata`, but the tests still only mocked
`@/tools/utils`, so they controlled nothing and passed because the real
generated artifacts happen to agree with the fixtures.

Adds `toolsMetadataMock` to `@sim/testing/mocks`, backed by the same
`mockToolConfigs` as `toolsUtilsMock` so a test mocking both sees one consistent
tool universe, and mocks it in the three serializer suites.

Verified the mock is now load-bearing: pointing it at a sentinel param makes the
three user-only-required validation tests fail, and restoring it returns all 110
serializer tests to green. Before this they passed either way.

* fix(tools): freeze the tool id array handed out by getToolIds

`getToolIds()` returned the module's internal array by reference, so a caller
doing `getToolIds().sort()` would reorder it in place and silently corrupt every
later lookup — the in-place-mutation footgun `.claude/rules/sim-react-performance.md`
calls out.

Frozen rather than copied: the array is consumed in loops, so copying would
allocate on every call. Freezing makes the mutation throw instead of corrupt, and
`[...getToolIds()].sort()` still works. Return type is now `readonly string[]`,
so the mistake is a compile error rather than a runtime surprise.

No caller mutates it today; this is closing the hole, not fixing a live bug.

* test(tools): enforce that the two tool-id resolvers never diverge

`resolveToolId` now exists twice on purpose — `@/tools/utils` resolves against
the live registry (so a tool added before regeneration still resolves at
runtime), `@/tools/tool-ids` against the generated id list (so client code
resolves without importing 4,300 tools). Nothing structurally kept them in step;
a change to versioning logic in one would silently drift from the other.

`tool-metadata:check` now asserts they agree across every id, every stripped
base name, and an unknown — 4,404 probes — and only after the staleness check
passes, so a missing regeneration reports as staleness rather than as drift.
Verified it fails: breaking resolution for `gmail*` exits 1; restoring it passes.

It cannot live in a vitest suite. `vitest.setup.ts` globally mocks
`@/tools/registry` to an empty map, so `getTool` resolves nothing there — a
parity test written as a spec passes or fails for the wrong reason. Both facts
are recorded where the code is.

Both resolvers stay exported. An earlier pass here un-exported the `@/tools/utils`
one as dead; `tools/utils.server.ts` imports it through a multi-line import that
a grep missed, and `tsc` caught it. Its doc now says which resolver a caller
should reach for instead of leaving two identically-named functions unexplained.
---
 .../skills/tool-registry-boundary/SKILL.md    |  33 ++-
 .claude/commands/tool-registry-boundary.md    |  33 ++-
 .cursor/commands/tool-registry-boundary.md    |  33 ++-
 .../components/group-detail.tsx               |   4 +-
 .../sim/lib/workflows/blocks/block-outputs.ts |  10 +-
 .../lib/workflows/sanitization/validation.ts  |   5 +-
 .../serializer/custom-block-lifecycle.test.ts |   3 +-
 apps/sim/serializer/field-analysis.test.ts    |   3 +-
 apps/sim/serializer/index.test.ts             |   3 +-
 apps/sim/serializer/index.ts                  |  10 +-
 apps/sim/tools/generated/tool-ids.ts          |   9 +
 apps/sim/tools/metadata-outputs.ts            |   4 +-
 apps/sim/tools/metadata.test.ts               |  41 +++-
 apps/sim/tools/metadata.ts                    |  19 +-
 apps/sim/tools/params.test.ts                 |  10 +-
 apps/sim/tools/params.ts                      |  10 +-
 apps/sim/tools/tool-ids.ts                    |  75 +++++++
 apps/sim/tools/utils.ts                       |   7 +
 apps/sim/tools/zoho/types.ts                  | 200 ++++++++++++++++++
 apps/sim/tools/zoho/utils.ts                  | 192 +++++++++++++++++
 packages/testing/src/mocks/blocks.mock.ts     |  18 ++
 packages/testing/src/mocks/index.ts           |   1 +
 scripts/sync-tool-metadata.ts                 |  63 +++++-
 23 files changed, 713 insertions(+), 73 deletions(-)
 create mode 100644 apps/sim/tools/generated/tool-ids.ts
 create mode 100644 apps/sim/tools/tool-ids.ts
 create mode 100644 apps/sim/tools/zoho/types.ts
 create mode 100644 apps/sim/tools/zoho/utils.ts

diff --git a/.agents/skills/tool-registry-boundary/SKILL.md b/.agents/skills/tool-registry-boundary/SKILL.md
index cfd526671c4..ef1c0f90a78 100644
--- a/.agents/skills/tool-registry-boundary/SKILL.md
+++ b/.agents/skills/tool-registry-boundary/SKILL.md
@@ -19,17 +19,20 @@ You keep the 4,300-tool executable registry out of module graphs that don't exec
 
 | you need | import | notes |
 | --- | --- | --- |
-| whether a tool id exists | `hasToolMetadata` from `@/tools/metadata` | |
-| a tool's params | `getToolParams` / `getToolMetadata` from `@/tools/metadata` | |
-| a tool's declared outputs | `getToolOutputsMetadata` from `@/tools/metadata-outputs` | separate module on purpose — see below |
-| every tool id | `getToolIds` from `@/tools/metadata` | |
+| whether a tool id exists | `hasToolId` from `@/tools/tool-ids` | ~110 KB — the cheapest module |
+| to resolve an unversioned name | `resolveToolId` from `@/tools/tool-ids` | |
+| every tool id | `getToolIds` from `@/tools/tool-ids` | |
+| a tool's params | `getToolParams` / `getToolMetadata` from `@/tools/metadata` | ~4 MB |
+| a tool's declared outputs | `getToolOutputsMetadata` from `@/tools/metadata-outputs` | ~4 MB, separate on purpose |
 | to **execute** a tool | `getTool` from `@/tools/utils`, or `@/tools/utils.server` | server paths only |
 
-Outputs live in their own module because they are roughly two thirds of the generated data and have a single consumer. Importing `@/tools/metadata` must never pull them — do not "helpfully" re-export one from the other.
+Three modules, cheapest first. Ids are their own artifact because resolution and existence checks need only the key set; outputs are their own because they are the larger half of the data with a single consumer. `@/tools/metadata` and `@/tools/metadata-outputs` both resolve ids through `@/tools/tool-ids`, which is what keeps them independent of each other — do not "helpfully" re-export one from another, or every caller pays for all three.
+
+All lookups guard with `Object.hasOwn`. `JSON.parse` yields an object with the normal prototype, so a bare bracket lookup returns inherited members: `getToolMetadata('constructor')` returned a *function* typed as tool metadata before that was fixed.
 
 ## The generated artifacts
 
-`apps/sim/tools/generated/tool-metadata.ts` and `tool-outputs.ts` are produced by `scripts/sync-tool-metadata.ts`:
+`apps/sim/tools/generated/tool-ids.ts`, `tool-metadata.ts` and `tool-outputs.ts` are produced by `scripts/sync-tool-metadata.ts`:
 
 ```bash
 bun run tool-metadata:generate   # after adding/changing a tool
@@ -43,6 +46,20 @@ Three non-obvious properties, each of which was measured and is easy to undo by
 - **The data is a JSON string parsed at runtime, not an imported `.json` and not an object literal.** With `resolveJsonModule` (which this repo enables), a `.json` import makes TypeScript infer a literal type for all 4,300+ entries and takes `tsc --noEmit` from **12.6s to 8m07s** — a 38x regression. An ambient `declare module` does *not* short-circuit it, and an object literal costs the same. A single string literal is one cheap token for both the compiler and the bundler, and `JSON.parse` beats evaluating the equivalent literal at runtime. Do not "clean this up" into a `.json` import.
 - **The generator refuses to emit function values.** If you add a field to `METADATA_FIELDS` that contains a closure, generation fails loudly rather than shipping executable config to the client. `hosting` and `schemaEnrichment` are excluded for exactly this reason (`hosting.enabled`, `pricing`, and `enrichSchema` are functions) — they are server-only.
 - **Empty param entries are stripped.** The registry contains one (`stt_deepgram_v2`), which crashes callers that read `param.type` while iterating.
+- **Lookups resolve versions.** `getTool` maps an unversioned name onto the newest version, and 246 tools are versioned. A plain key lookup would silently report them missing — a quiet correctness bug, not a crash. `resolveToolId` reproduces that against the id set and is differentially tested against the original.
+
+## Testing code that reads tool metadata
+
+Mock the module the code under test actually reads. `vi.mock('@/tools/utils', () => toolsUtilsMock)` only controls `getTool`; code that reads `params`/`outputs`/`name` goes through `@/tools/metadata`, so mocking `tools/utils` there is a **no-op that still passes** — because the real generated artifacts happen to agree with the mock fixtures. The test looks green while controlling nothing.
+
+```ts
+import { blocksMock, toolsMetadataMock, toolsUtilsMock } from '@sim/testing/mocks'
+
+vi.mock('@/tools/utils', () => toolsUtilsMock)      // executable lookup
+vi.mock('@/tools/metadata', () => toolsMetadataMock) // params / outputs / name
+```
+
+Both are backed by the same `mockToolConfigs`, so mocking both gives one consistent tool universe. If you are unsure whether a mock is load-bearing, change a fixture value to a sentinel and confirm the test fails.
 
 ## How to verify an edge actually got cut
 
@@ -59,9 +76,9 @@ Reference points measured on this repo:
 | `tools/registry.ts` reachable | ~4,900 |
 | `tools/merge-params.ts` (leaf) | 2 |
 | `providers/utils.ts` after cutting its `params` edge | 22 |
-| `app/workspace/[workspaceId]/w/page.tsx` (canvas) | 6,591, of which 4,689 are the registry |
+| `app/workspace/[workspaceId]/w/page.tsx` (canvas) | 6,592 before, 1,908 after |
 
-The canvas route reaches the registry through **four** redundant edges — `providers/utils` (via `tools/params`), `lib/workflows/blocks/block-outputs`, `lib/workflows/sanitization/validation`, and `serializer/index`. Cutting any one alone moves the module count by ~1. They must all be cut before anything improves; measure the route, not the file you edited.
+The canvas route reached the registry through **four** redundant edges — `providers/utils` (via `tools/params`), `lib/workflows/blocks/block-outputs`, `lib/workflows/sanitization/validation`, and `serializer/index`. Cutting any one alone moved the module count by ~1. They all had to go before anything improved; measure the route, not the file you edited.
 
 ## When adding a new caller
 
diff --git a/.claude/commands/tool-registry-boundary.md b/.claude/commands/tool-registry-boundary.md
index 2cbd486b224..b189047c046 100644
--- a/.claude/commands/tool-registry-boundary.md
+++ b/.claude/commands/tool-registry-boundary.md
@@ -18,17 +18,20 @@ You keep the 4,300-tool executable registry out of module graphs that don't exec
 
 | you need | import | notes |
 | --- | --- | --- |
-| whether a tool id exists | `hasToolMetadata` from `@/tools/metadata` | |
-| a tool's params | `getToolParams` / `getToolMetadata` from `@/tools/metadata` | |
-| a tool's declared outputs | `getToolOutputsMetadata` from `@/tools/metadata-outputs` | separate module on purpose — see below |
-| every tool id | `getToolIds` from `@/tools/metadata` | |
+| whether a tool id exists | `hasToolId` from `@/tools/tool-ids` | ~110 KB — the cheapest module |
+| to resolve an unversioned name | `resolveToolId` from `@/tools/tool-ids` | |
+| every tool id | `getToolIds` from `@/tools/tool-ids` | |
+| a tool's params | `getToolParams` / `getToolMetadata` from `@/tools/metadata` | ~4 MB |
+| a tool's declared outputs | `getToolOutputsMetadata` from `@/tools/metadata-outputs` | ~4 MB, separate on purpose |
 | to **execute** a tool | `getTool` from `@/tools/utils`, or `@/tools/utils.server` | server paths only |
 
-Outputs live in their own module because they are roughly two thirds of the generated data and have a single consumer. Importing `@/tools/metadata` must never pull them — do not "helpfully" re-export one from the other.
+Three modules, cheapest first. Ids are their own artifact because resolution and existence checks need only the key set; outputs are their own because they are the larger half of the data with a single consumer. `@/tools/metadata` and `@/tools/metadata-outputs` both resolve ids through `@/tools/tool-ids`, which is what keeps them independent of each other — do not "helpfully" re-export one from another, or every caller pays for all three.
+
+All lookups guard with `Object.hasOwn`. `JSON.parse` yields an object with the normal prototype, so a bare bracket lookup returns inherited members: `getToolMetadata('constructor')` returned a *function* typed as tool metadata before that was fixed.
 
 ## The generated artifacts
 
-`apps/sim/tools/generated/tool-metadata.ts` and `tool-outputs.ts` are produced by `scripts/sync-tool-metadata.ts`:
+`apps/sim/tools/generated/tool-ids.ts`, `tool-metadata.ts` and `tool-outputs.ts` are produced by `scripts/sync-tool-metadata.ts`:
 
 ```bash
 bun run tool-metadata:generate   # after adding/changing a tool
@@ -42,6 +45,20 @@ Three non-obvious properties, each of which was measured and is easy to undo by
 - **The data is a JSON string parsed at runtime, not an imported `.json` and not an object literal.** With `resolveJsonModule` (which this repo enables), a `.json` import makes TypeScript infer a literal type for all 4,300+ entries and takes `tsc --noEmit` from **12.6s to 8m07s** — a 38x regression. An ambient `declare module` does *not* short-circuit it, and an object literal costs the same. A single string literal is one cheap token for both the compiler and the bundler, and `JSON.parse` beats evaluating the equivalent literal at runtime. Do not "clean this up" into a `.json` import.
 - **The generator refuses to emit function values.** If you add a field to `METADATA_FIELDS` that contains a closure, generation fails loudly rather than shipping executable config to the client. `hosting` and `schemaEnrichment` are excluded for exactly this reason (`hosting.enabled`, `pricing`, and `enrichSchema` are functions) — they are server-only.
 - **Empty param entries are stripped.** The registry contains one (`stt_deepgram_v2`), which crashes callers that read `param.type` while iterating.
+- **Lookups resolve versions.** `getTool` maps an unversioned name onto the newest version, and 246 tools are versioned. A plain key lookup would silently report them missing — a quiet correctness bug, not a crash. `resolveToolId` reproduces that against the id set and is differentially tested against the original.
+
+## Testing code that reads tool metadata
+
+Mock the module the code under test actually reads. `vi.mock('@/tools/utils', () => toolsUtilsMock)` only controls `getTool`; code that reads `params`/`outputs`/`name` goes through `@/tools/metadata`, so mocking `tools/utils` there is a **no-op that still passes** — because the real generated artifacts happen to agree with the mock fixtures. The test looks green while controlling nothing.
+
+```ts
+import { blocksMock, toolsMetadataMock, toolsUtilsMock } from '@sim/testing/mocks'
+
+vi.mock('@/tools/utils', () => toolsUtilsMock)      // executable lookup
+vi.mock('@/tools/metadata', () => toolsMetadataMock) // params / outputs / name
+```
+
+Both are backed by the same `mockToolConfigs`, so mocking both gives one consistent tool universe. If you are unsure whether a mock is load-bearing, change a fixture value to a sentinel and confirm the test fails.
 
 ## How to verify an edge actually got cut
 
@@ -58,9 +75,9 @@ Reference points measured on this repo:
 | `tools/registry.ts` reachable | ~4,900 |
 | `tools/merge-params.ts` (leaf) | 2 |
 | `providers/utils.ts` after cutting its `params` edge | 22 |
-| `app/workspace/[workspaceId]/w/page.tsx` (canvas) | 6,591, of which 4,689 are the registry |
+| `app/workspace/[workspaceId]/w/page.tsx` (canvas) | 6,592 before, 1,908 after |
 
-The canvas route reaches the registry through **four** redundant edges — `providers/utils` (via `tools/params`), `lib/workflows/blocks/block-outputs`, `lib/workflows/sanitization/validation`, and `serializer/index`. Cutting any one alone moves the module count by ~1. They must all be cut before anything improves; measure the route, not the file you edited.
+The canvas route reached the registry through **four** redundant edges — `providers/utils` (via `tools/params`), `lib/workflows/blocks/block-outputs`, `lib/workflows/sanitization/validation`, and `serializer/index`. Cutting any one alone moved the module count by ~1. They all had to go before anything improved; measure the route, not the file you edited.
 
 ## When adding a new caller
 
diff --git a/.cursor/commands/tool-registry-boundary.md b/.cursor/commands/tool-registry-boundary.md
index 2da9ad0c454..bd34138951d 100644
--- a/.cursor/commands/tool-registry-boundary.md
+++ b/.cursor/commands/tool-registry-boundary.md
@@ -14,17 +14,20 @@ You keep the 4,300-tool executable registry out of module graphs that don't exec
 
 | you need | import | notes |
 | --- | --- | --- |
-| whether a tool id exists | `hasToolMetadata` from `@/tools/metadata` | |
-| a tool's params | `getToolParams` / `getToolMetadata` from `@/tools/metadata` | |
-| a tool's declared outputs | `getToolOutputsMetadata` from `@/tools/metadata-outputs` | separate module on purpose — see below |
-| every tool id | `getToolIds` from `@/tools/metadata` | |
+| whether a tool id exists | `hasToolId` from `@/tools/tool-ids` | ~110 KB — the cheapest module |
+| to resolve an unversioned name | `resolveToolId` from `@/tools/tool-ids` | |
+| every tool id | `getToolIds` from `@/tools/tool-ids` | |
+| a tool's params | `getToolParams` / `getToolMetadata` from `@/tools/metadata` | ~4 MB |
+| a tool's declared outputs | `getToolOutputsMetadata` from `@/tools/metadata-outputs` | ~4 MB, separate on purpose |
 | to **execute** a tool | `getTool` from `@/tools/utils`, or `@/tools/utils.server` | server paths only |
 
-Outputs live in their own module because they are roughly two thirds of the generated data and have a single consumer. Importing `@/tools/metadata` must never pull them — do not "helpfully" re-export one from the other.
+Three modules, cheapest first. Ids are their own artifact because resolution and existence checks need only the key set; outputs are their own because they are the larger half of the data with a single consumer. `@/tools/metadata` and `@/tools/metadata-outputs` both resolve ids through `@/tools/tool-ids`, which is what keeps them independent of each other — do not "helpfully" re-export one from another, or every caller pays for all three.
+
+All lookups guard with `Object.hasOwn`. `JSON.parse` yields an object with the normal prototype, so a bare bracket lookup returns inherited members: `getToolMetadata('constructor')` returned a *function* typed as tool metadata before that was fixed.
 
 ## The generated artifacts
 
-`apps/sim/tools/generated/tool-metadata.ts` and `tool-outputs.ts` are produced by `scripts/sync-tool-metadata.ts`:
+`apps/sim/tools/generated/tool-ids.ts`, `tool-metadata.ts` and `tool-outputs.ts` are produced by `scripts/sync-tool-metadata.ts`:
 
 ```bash
 bun run tool-metadata:generate   # after adding/changing a tool
@@ -38,6 +41,20 @@ Three non-obvious properties, each of which was measured and is easy to undo by
 - **The data is a JSON string parsed at runtime, not an imported `.json` and not an object literal.** With `resolveJsonModule` (which this repo enables), a `.json` import makes TypeScript infer a literal type for all 4,300+ entries and takes `tsc --noEmit` from **12.6s to 8m07s** — a 38x regression. An ambient `declare module` does *not* short-circuit it, and an object literal costs the same. A single string literal is one cheap token for both the compiler and the bundler, and `JSON.parse` beats evaluating the equivalent literal at runtime. Do not "clean this up" into a `.json` import.
 - **The generator refuses to emit function values.** If you add a field to `METADATA_FIELDS` that contains a closure, generation fails loudly rather than shipping executable config to the client. `hosting` and `schemaEnrichment` are excluded for exactly this reason (`hosting.enabled`, `pricing`, and `enrichSchema` are functions) — they are server-only.
 - **Empty param entries are stripped.** The registry contains one (`stt_deepgram_v2`), which crashes callers that read `param.type` while iterating.
+- **Lookups resolve versions.** `getTool` maps an unversioned name onto the newest version, and 246 tools are versioned. A plain key lookup would silently report them missing — a quiet correctness bug, not a crash. `resolveToolId` reproduces that against the id set and is differentially tested against the original.
+
+## Testing code that reads tool metadata
+
+Mock the module the code under test actually reads. `vi.mock('@/tools/utils', () => toolsUtilsMock)` only controls `getTool`; code that reads `params`/`outputs`/`name` goes through `@/tools/metadata`, so mocking `tools/utils` there is a **no-op that still passes** — because the real generated artifacts happen to agree with the mock fixtures. The test looks green while controlling nothing.
+
+```ts
+import { blocksMock, toolsMetadataMock, toolsUtilsMock } from '@sim/testing/mocks'
+
+vi.mock('@/tools/utils', () => toolsUtilsMock)      // executable lookup
+vi.mock('@/tools/metadata', () => toolsMetadataMock) // params / outputs / name
+```
+
+Both are backed by the same `mockToolConfigs`, so mocking both gives one consistent tool universe. If you are unsure whether a mock is load-bearing, change a fixture value to a sentinel and confirm the test fails.
 
 ## How to verify an edge actually got cut
 
@@ -54,9 +71,9 @@ Reference points measured on this repo:
 | `tools/registry.ts` reachable | ~4,900 |
 | `tools/merge-params.ts` (leaf) | 2 |
 | `providers/utils.ts` after cutting its `params` edge | 22 |
-| `app/workspace/[workspaceId]/w/page.tsx` (canvas) | 6,591, of which 4,689 are the registry |
+| `app/workspace/[workspaceId]/w/page.tsx` (canvas) | 6,592 before, 1,908 after |
 
-The canvas route reaches the registry through **four** redundant edges — `providers/utils` (via `tools/params`), `lib/workflows/blocks/block-outputs`, `lib/workflows/sanitization/validation`, and `serializer/index`. Cutting any one alone moves the module count by ~1. They must all be cut before anything improves; measure the route, not the file you edited.
+The canvas route reached the registry through **four** redundant edges — `providers/utils` (via `tools/params`), `lib/workflows/blocks/block-outputs`, `lib/workflows/sanitization/validation`, and `serializer/index`. Cutting any one alone moved the module count by ~1. They all had to go before anything improved; measure the route, not the file you edited.
 
 ## When adding a new caller
 
diff --git a/apps/sim/ee/access-control/components/group-detail.tsx b/apps/sim/ee/access-control/components/group-detail.tsx
index 1c1f19b92c8..a773641cc10 100644
--- a/apps/sim/ee/access-control/components/group-detail.tsx
+++ b/apps/sim/ee/access-control/components/group-detail.tsx
@@ -76,7 +76,7 @@ import {
 import type { ProviderId } from '@/providers/types'
 import { getAllProviderIds, getProviderFromModel } from '@/providers/utils'
 import type { ProviderName } from '@/stores/providers'
-import { getTool } from '@/tools/utils'
+import { getToolMetadata } from '@/tools/metadata'
 
 const logger = createLogger('AccessControlGroupDetail')
 
@@ -733,7 +733,7 @@ function BlockToolRow({
   const checkboxId = `block-${block.type}`
 
   const toolItems = useMemo<DenylistGridItem[]>(
-    () => (block.tools?.access ?? []).map((id) => ({ id, label: getTool(id)?.name ?? id })),
+    () => (block.tools?.access ?? []).map((id) => ({ id, label: getToolMetadata(id)?.name ?? id })),
     [block.tools?.access]
   )
   const isExpandable = toolItems.length > 1
diff --git a/apps/sim/lib/workflows/blocks/block-outputs.ts b/apps/sim/lib/workflows/blocks/block-outputs.ts
index aa28b50d447..b36f9ec3ac3 100644
--- a/apps/sim/lib/workflows/blocks/block-outputs.ts
+++ b/apps/sim/lib/workflows/blocks/block-outputs.ts
@@ -22,7 +22,7 @@ import {
   type OutputCondition,
   type OutputFieldDefinition,
 } from '@/blocks/types'
-import { getTool } from '@/tools/utils'
+import { getToolOutputsMetadata } from '@/tools/metadata-outputs'
 import { getTrigger, isTriggerValid } from '@/triggers'
 
 const logger = createLogger('BlockOutputs')
@@ -681,13 +681,13 @@ export function getToolOutputs(
     const toolId = blockConfig.tools.config.tool(params)
     if (!toolId) return {}
 
-    const toolConfig = getTool(toolId)
-    if (!toolConfig?.outputs) return {}
+    const toolOutputs = getToolOutputsMetadata(toolId)
+    if (!toolOutputs) return {}
     if (includeHidden) {
-      return toolConfig.outputs
+      return toolOutputs
     }
     return Object.fromEntries(
-      Object.entries(toolConfig.outputs).filter(([_, def]) => !isHiddenFromDisplay(def))
+      Object.entries(toolOutputs).filter(([_, def]) => !isHiddenFromDisplay(def))
     )
   } catch (error) {
     logger.warn('Failed to get tool outputs', { error })
diff --git a/apps/sim/lib/workflows/sanitization/validation.ts b/apps/sim/lib/workflows/sanitization/validation.ts
index c3152491a8d..fa42bc6461e 100644
--- a/apps/sim/lib/workflows/sanitization/validation.ts
+++ b/apps/sim/lib/workflows/sanitization/validation.ts
@@ -4,7 +4,7 @@ import { isRecordLike } from '@sim/utils/object'
 import { getBlock } from '@/blocks/registry'
 import { isCustomTool, isMcpTool } from '@/executor/constants'
 import type { BlockState, WorkflowState } from '@/stores/workflows/workflow/types'
-import { getTool } from '@/tools/utils'
+import { hasToolId } from '@/tools/tool-ids'
 
 const logger = createLogger('WorkflowValidation')
 
@@ -305,8 +305,7 @@ export function validateToolReference(
 
   if (!isCustomTool(toolId) && !isMcpTool(toolId)) {
     // For built-in tools, verify they exist
-    const tool = getTool(toolId)
-    if (!tool) {
+    if (!hasToolId(toolId)) {
       return `Block ${blockName || 'unknown'} (${blockType}): references non-existent tool '${toolId}'`
     }
   }
diff --git a/apps/sim/serializer/custom-block-lifecycle.test.ts b/apps/sim/serializer/custom-block-lifecycle.test.ts
index 4b0fec71306..dcbd70852fa 100644
--- a/apps/sim/serializer/custom-block-lifecycle.test.ts
+++ b/apps/sim/serializer/custom-block-lifecycle.test.ts
@@ -7,7 +7,7 @@
  *  - a deleted *input* on a live custom block no longer leaks its stale value into
  *    the child `inputMapping` (Bug 1).
  */
-import { toolsUtilsMock } from '@sim/testing/mocks'
+import { toolsMetadataMock, toolsUtilsMock } from '@sim/testing/mocks'
 import { beforeEach, describe, expect, it, vi } from 'vitest'
 
 // Build the custom-block configs INSIDE the factory (hoisted) so no top-level
@@ -33,6 +33,7 @@ vi.mock('@/blocks', async () => {
   return { getBlock, getAllBlocks: () => Object.values(mockBlockConfigs) }
 })
 vi.mock('@/tools/utils', () => toolsUtilsMock)
+vi.mock('@/tools/metadata', () => toolsMetadataMock)
 
 import { extractBlockParams, Serializer } from '@/serializer/index'
 
diff --git a/apps/sim/serializer/field-analysis.test.ts b/apps/sim/serializer/field-analysis.test.ts
index 41d8dd6f201..6123810cde6 100644
--- a/apps/sim/serializer/field-analysis.test.ts
+++ b/apps/sim/serializer/field-analysis.test.ts
@@ -5,12 +5,13 @@
  * (collectBlockFieldIssues / extractBlockParams) — the single source of truth
  * shared by the serializer's required-field validation and the copilot lint.
  */
-import { blocksMock, toolsUtilsMock } from '@sim/testing/mocks'
+import { blocksMock, toolsMetadataMock, toolsUtilsMock } from '@sim/testing/mocks'
 import { describe, expect, it, vi } from 'vitest'
 
 const { svcConfig } = vi.hoisted(() => ({ svcConfig: { value: null as any } }))
 
 vi.mock('@/tools/utils', () => toolsUtilsMock)
+vi.mock('@/tools/metadata', () => toolsMetadataMock)
 vi.mock('@/blocks', () => ({
   ...blocksMock,
   getBlock: (type: string) => (type === 'svc' ? svcConfig.value : blocksMock.getBlock(type)),
diff --git a/apps/sim/serializer/index.test.ts b/apps/sim/serializer/index.test.ts
index 12ae27b2794..9a946e9d858 100644
--- a/apps/sim/serializer/index.test.ts
+++ b/apps/sim/serializer/index.test.ts
@@ -18,13 +18,14 @@ import {
   createMinimalWorkflowState,
   createMissingMetadataWorkflow,
 } from '@sim/testing/factories'
-import { blocksMock, toolsUtilsMock } from '@sim/testing/mocks'
+import { blocksMock, toolsMetadataMock, toolsUtilsMock } from '@sim/testing/mocks'
 import { describe, expect, it, vi } from 'vitest'
 import { Serializer } from '@/serializer/index'
 import type { SerializedWorkflow } from '@/serializer/types'
 
 vi.mock('@/blocks', () => blocksMock)
 vi.mock('@/tools/utils', () => toolsUtilsMock)
+vi.mock('@/tools/metadata', () => toolsMetadataMock)
 
 describe('Serializer', () => {
   describe('serializeWorkflow', () => {
diff --git a/apps/sim/serializer/index.ts b/apps/sim/serializer/index.ts
index 73c2b9f145b..ae8fb07e711 100644
--- a/apps/sim/serializer/index.ts
+++ b/apps/sim/serializer/index.ts
@@ -21,7 +21,7 @@ import type { SubBlockConfig } from '@/blocks/types'
 import type { SerializedBlock, SerializedWorkflow } from '@/serializer/types'
 import type { BlockState, Loop, Parallel } from '@/stores/workflows/workflow/types'
 import { generateLoopBlocks, generateParallelBlocks } from '@/stores/workflows/workflow/utils'
-import { getTool } from '@/tools/utils'
+import { getToolParams } from '@/tools/metadata'
 
 const logger = createLogger('Serializer')
 
@@ -637,13 +637,13 @@ export function collectBlockFieldIssues(
   // Get the tool configuration to check parameter visibility
   const toolAccess = blockConfig.tools?.access
   const currentToolId = toolAccess?.length > 0 ? selectToolId(blockConfig, params) : null
-  const currentTool = currentToolId ? getTool(currentToolId) : null
+  const currentToolParams = currentToolId ? getToolParams(currentToolId) : undefined
 
   // Validate tool parameters (for blocks with tools).
   // Lookup contract: a tool param's value lives under its own paramId in `params`.
   // Block subBlocks align via either `id === paramId` or `canonicalParamId === paramId`.
-  if (currentTool) {
-    Object.entries(currentTool.params || {}).forEach(([paramId, paramConfig]: [string, any]) => {
+  if (currentToolParams) {
+    Object.entries(currentToolParams).forEach(([paramId, paramConfig]: [string, any]) => {
       if (paramConfig.required && paramConfig.visibility === 'user-only') {
         const matchingConfigs =
           blockConfig.subBlocks?.filter(
@@ -699,7 +699,7 @@ export function collectBlockFieldIssues(
   }
 
   // Validate required subBlocks not covered by tool params (e.g., blocks with empty tools.access)
-  const validatedByTool = new Set(currentTool ? Object.keys(currentTool.params || {}) : [])
+  const validatedByTool = new Set(currentToolParams ? Object.keys(currentToolParams) : [])
 
   blockConfig.subBlocks?.forEach((subBlockConfig: SubBlockConfig) => {
     if (validatedByTool.has(subBlockConfig.id)) {
diff --git a/apps/sim/tools/generated/tool-ids.ts b/apps/sim/tools/generated/tool-ids.ts
new file mode 100644
index 00000000000..62074f9f876
--- /dev/null
+++ b/apps/sim/tools/generated/tool-ids.ts
@@ -0,0 +1,9 @@
+// Generated by scripts/sync-tool-metadata.ts — do not edit.
+// Regenerate with: bun run tool-metadata:generate
+
+/** Every registered tool id, including versioned variants. */
+const toolIds: string[] = JSON.parse(
+  '["a2a_cancel_task","a2a_get_agent_card","a2a_get_task","a2a_send_message","agentmail_create_draft","agentmail_create_inbox","agentmail_delete_draft","agentmail_delete_inbox","agentmail_delete_thread","agentmail_forward_message","agentmail_get_draft","agentmail_get_inbox","agentmail_get_message","agentmail_get_thread","agentmail_list_drafts","agentmail_list_inboxes","agentmail_list_messages","agentmail_list_threads","agentmail_reply_message","agentmail_send_draft","agentmail_send_message","agentmail_update_draft","agentmail_update_inbox","agentmail_update_message","agentmail_update_thread","agentphone_create_call","agentphone_create_contact","agentphone_create_number","agentphone_delete_contact","agentphone_get_call","agentphone_get_call_transcript","agentphone_get_contact","agentphone_get_conversation","agentphone_get_conversation_messages","agentphone_get_number_messages","agentphone_get_usage","agentphone_get_usage_daily","agentphone_get_usage_monthly","agentphone_list_calls","agentphone_list_contacts","agentphone_list_conversations","agentphone_list_numbers","agentphone_react_to_message","agentphone_release_number","agentphone_send_message","agentphone_update_contact","agentphone_update_conversation","agiloft_attach_file","agiloft_attachment_info","agiloft_create_record","agiloft_delete_record","agiloft_get_choice_line_id","agiloft_lock_record","agiloft_read_record","agiloft_remove_attachment","agiloft_retrieve_attachment","agiloft_saved_search","agiloft_search_records","agiloft_select_records","agiloft_update_record","ahrefs_anchors","ahrefs_backlinks","ahrefs_backlinks_stats","ahrefs_batch_analysis","ahrefs_broken_backlinks","ahrefs_domain_rating","ahrefs_domain_rating_history","ahrefs_keyword_overview","ahrefs_keywords_history","ahrefs_metrics","ahrefs_metrics_history","ahrefs_organic_competitors","ahrefs_organic_keywords","ahrefs_paid_pages","ahrefs_rank_tracker_competitors_overview","ahrefs_rank_tracker_competitors_stats","ahrefs_rank_tracker_overview","ahrefs_rank_tracker_serp_overview","ahrefs_refdomains_history","ahrefs_referring_domains","ahrefs_related_terms","ahrefs_site_audit_page_explorer","ahrefs_top_pages","airtable_create_records","airtable_delete_records","airtable_get_base_schema","airtable_get_record","airtable_list_bases","airtable_list_records","airtable_list_tables","airtable_update_multiple_records","airtable_update_record","airtable_upsert_records","airweave_search","algolia_add_record","algolia_batch_operations","algolia_browse_records","algolia_clear_records","algolia_copy_move_index","algolia_delete_by_filter","algolia_delete_index","algolia_delete_record","algolia_get_record","algolia_get_records","algolia_get_settings","algolia_get_task_status","algolia_list_indices","algolia_partial_update_record","algolia_search","algolia_update_settings","amplitude_event_segmentation","amplitude_funnels","amplitude_get_active_users","amplitude_get_revenue","amplitude_group_identify","amplitude_identify_user","amplitude_list_events","amplitude_realtime_active_users","amplitude_retention","amplitude_send_event","amplitude_user_activity","amplitude_user_profile","amplitude_user_search","apify_get_dataset_items","apify_get_run","apify_run_actor_async","apify_run_actor_sync","apify_run_task","apollo_account_bulk_create","apollo_account_bulk_update","apollo_account_create","apollo_account_search","apollo_account_update","apollo_contact_bulk_create","apollo_contact_bulk_update","apollo_contact_create","apollo_contact_search","apollo_contact_update","apollo_email_accounts","apollo_opportunity_create","apollo_opportunity_get","apollo_opportunity_search","apollo_opportunity_update","apollo_organization_bulk_enrich","apollo_organization_enrich","apollo_organization_search","apollo_people_bulk_enrich","apollo_people_enrich","apollo_people_search","apollo_sequence_add_contacts","apollo_sequence_search","apollo_task_create","apollo_task_search","appconfig_create_application","appconfig_create_configuration_profile","appconfig_create_environment","appconfig_create_hosted_configuration_version","appconfig_delete_application","appconfig_delete_configuration_profile","appconfig_delete_environment","appconfig_delete_hosted_configuration_version","appconfig_get_application","appconfig_get_configuration","appconfig_get_configuration_profile","appconfig_get_deployment","appconfig_get_environment","appconfig_get_hosted_configuration_version","appconfig_list_applications","appconfig_list_configuration_profiles","appconfig_list_deployment_strategies","appconfig_list_deployments","appconfig_list_environments","appconfig_list_hosted_configuration_versions","appconfig_start_deployment","appconfig_stop_deployment","appconfig_update_application","appconfig_update_configuration_profile","appconfig_update_environment","arxiv_get_author_papers","arxiv_get_paper","arxiv_search","asana_add_comment","asana_add_followers","asana_create_project","asana_create_section","asana_create_subtask","asana_create_task","asana_delete_task","asana_get_project","asana_get_projects","asana_get_task","asana_list_sections","asana_list_workspaces","asana_search_tasks","asana_update_task","ashby_add_candidate_tag","ashby_change_application_stage","ashby_create_application","ashby_create_candidate","ashby_create_note","ashby_get_application","ashby_get_candidate","ashby_get_job","ashby_get_job_posting","ashby_get_offer","ashby_list_applications","ashby_list_archive_reasons","ashby_list_candidate_tags","ashby_list_candidates","ashby_list_custom_fields","ashby_list_departments","ashby_list_interviews","ashby_list_job_postings","ashby_list_jobs","ashby_list_locations","ashby_list_notes","ashby_list_offers","ashby_list_openings","ashby_list_sources","ashby_list_users","ashby_remove_candidate_tag","ashby_search_candidates","ashby_update_candidate","athena_batch_get_query_execution","athena_create_named_query","athena_delete_named_query","athena_get_named_query","athena_get_query_execution","athena_get_query_results","athena_list_databases","athena_list_named_queries","athena_list_query_executions","athena_list_table_metadata","athena_start_query","athena_stop_query","attio_assert_record","attio_create_attribute","attio_create_comment","attio_create_list","attio_create_list_entry","attio_create_note","attio_create_object","attio_create_record","attio_create_task","attio_create_webhook","attio_delete_comment","attio_delete_list_entry","attio_delete_note","attio_delete_record","attio_delete_task","attio_delete_webhook","attio_get_attribute","attio_get_comment","attio_get_list","attio_get_list_entry","attio_get_member","attio_get_note","attio_get_object","attio_get_record","attio_get_task","attio_get_thread","attio_get_webhook","attio_list_attributes","attio_list_lists","attio_list_members","attio_list_notes","attio_list_objects","attio_list_records","attio_list_tasks","attio_list_threads","attio_list_webhooks","attio_query_list_entries","attio_search_records","attio_update_attribute","attio_update_list","attio_update_list_entry","attio_update_object","attio_update_record","attio_update_task","attio_update_webhook","azure_devops_add_comment","azure_devops_create_work_item","azure_devops_get_build_log","azure_devops_get_build_timeline","azure_devops_get_comments","azure_devops_get_pipeline","azure_devops_get_pipeline_run","azure_devops_get_work_item","azure_devops_get_work_items_batch","azure_devops_get_work_items_between_builds","azure_devops_list_build_logs","azure_devops_list_builds","azure_devops_list_pipeline_runs","azure_devops_list_pipelines","azure_devops_query_work_items","azure_devops_update_work_item","box_copy_file","box_create_folder","box_delete_file","box_delete_folder","box_download_file","box_get_file_info","box_list_folder_items","box_search","box_sign_cancel_request","box_sign_create_request","box_sign_get_request","box_sign_list_requests","box_sign_resend_request","box_update_file","box_upload_file","brandfetch_get_brand","brandfetch_search","brex_archive_budget","brex_create_budget","brex_create_spend_limit","brex_create_transfer","brex_create_vendor","brex_get_budget","brex_get_cash_account","brex_get_company","brex_get_current_user","brex_get_expense","brex_get_spend_limit","brex_get_transfer","brex_get_user","brex_get_vendor","brex_list_budgets","brex_list_card_accounts","brex_list_card_statements","brex_list_card_transactions","brex_list_cards","brex_list_cash_accounts","brex_list_cash_statements","brex_list_cash_transactions","brex_list_departments","brex_list_expenses","brex_list_locations","brex_list_spend_limits","brex_list_titles","brex_list_transfers","brex_list_users","brex_list_vendors","brex_match_receipt","brex_update_expense","brex_update_vendor","brex_upload_receipt","brightdata_cancel_snapshot","brightdata_discover","brightdata_download_snapshot","brightdata_scrape_dataset","brightdata_scrape_url","brightdata_serp_search","brightdata_snapshot_status","brightdata_sync_scrape","browser_use_run_task","buffer_create_idea","buffer_create_post","buffer_delete_post","buffer_edit_post","buffer_get_account","buffer_get_channels","buffer_get_idea_groups","buffer_get_ideas","buffer_get_post","buffer_get_posts","calcom_cancel_booking","calcom_confirm_booking","calcom_create_booking","calcom_create_event_type","calcom_create_schedule","calcom_decline_booking","calcom_delete_event_type","calcom_delete_schedule","calcom_get_booking","calcom_get_default_schedule","calcom_get_event_type","calcom_get_schedule","calcom_get_slots","calcom_list_bookings","calcom_list_event_types","calcom_list_schedules","calcom_reschedule_booking","calcom_update_event_type","calcom_update_schedule","calendly_cancel_event","calendly_create_webhook","calendly_delete_webhook","calendly_get_current_user","calendly_get_event_type","calendly_get_scheduled_event","calendly_list_event_invitees","calendly_list_event_types","calendly_list_scheduled_events","calendly_list_webhooks","clay_populate","clerk_add_organization_member","clerk_ban_user","clerk_create_actor_token","clerk_create_allowlist_identifier","clerk_create_blocklist_identifier","clerk_create_organization","clerk_create_organization_invitation","clerk_create_user","clerk_delete_allowlist_identifier","clerk_delete_blocklist_identifier","clerk_delete_organization","clerk_delete_user","clerk_get_jwt_template","clerk_get_organization","clerk_get_session","clerk_get_user","clerk_get_user_oauth_token","clerk_list_allowlist_identifiers","clerk_list_blocklist_identifiers","clerk_list_jwt_templates","clerk_list_organization_invitations","clerk_list_organization_memberships","clerk_list_organizations","clerk_list_sessions","clerk_list_users","clerk_lock_user","clerk_remove_organization_member","clerk_revoke_actor_token","clerk_revoke_session","clerk_unban_user","clerk_unlock_user","clerk_update_organization","clerk_update_organization_membership","clerk_update_user","clickhouse_count_rows","clickhouse_create_database","clickhouse_create_table","clickhouse_delete","clickhouse_describe_table","clickhouse_drop_database","clickhouse_drop_partition","clickhouse_drop_table","clickhouse_execute","clickhouse_insert","clickhouse_insert_rows","clickhouse_introspect","clickhouse_kill_query","clickhouse_list_clusters","clickhouse_list_databases","clickhouse_list_mutations","clickhouse_list_partitions","clickhouse_list_running_queries","clickhouse_list_tables","clickhouse_optimize_table","clickhouse_query","clickhouse_rename_table","clickhouse_show_create_table","clickhouse_table_stats","clickhouse_truncate_table","clickhouse_update","clickup_add_tag_to_task","clickup_create_checklist","clickup_create_checklist_item","clickup_create_comment","clickup_create_folder","clickup_create_list","clickup_create_task","clickup_create_time_entry","clickup_delete_checklist","clickup_delete_checklist_item","clickup_delete_comment","clickup_delete_task","clickup_delete_time_entry","clickup_get_comments","clickup_get_custom_fields","clickup_get_folders","clickup_get_list_members","clickup_get_lists","clickup_get_running_timer","clickup_get_space_tags","clickup_get_spaces","clickup_get_task","clickup_get_task_members","clickup_get_tasks","clickup_get_time_entries","clickup_get_workspaces","clickup_remove_custom_field_value","clickup_remove_tag_from_task","clickup_search_tasks","clickup_set_custom_field_value","clickup_start_timer","clickup_stop_timer","clickup_update_checklist","clickup_update_checklist_item","clickup_update_comment","clickup_update_task","clickup_update_time_entry","clickup_upload_attachment","cloudflare_create_dns_record","cloudflare_create_zone","cloudflare_delete_dns_record","cloudflare_delete_zone","cloudflare_dns_analytics","cloudflare_get_zone","cloudflare_get_zone_settings","cloudflare_list_certificates","cloudflare_list_dns_records","cloudflare_list_zones","cloudflare_purge_cache","cloudflare_update_dns_record","cloudflare_update_zone_setting","cloudformation_cancel_update_stack","cloudformation_create_change_set","cloudformation_create_stack","cloudformation_delete_stack","cloudformation_describe_change_set","cloudformation_describe_stack_drift_detection_status","cloudformation_describe_stack_events","cloudformation_describe_stacks","cloudformation_detect_stack_drift","cloudformation_execute_change_set","cloudformation_get_template","cloudformation_get_template_summary","cloudformation_list_stack_resources","cloudformation_update_stack","cloudformation_validate_template","cloudwatch_describe_alarm_history","cloudwatch_describe_alarms","cloudwatch_describe_log_groups","cloudwatch_describe_log_streams","cloudwatch_filter_log_events","cloudwatch_get_log_events","cloudwatch_get_metric_statistics","cloudwatch_list_metrics","cloudwatch_mute_alarm","cloudwatch_put_log_group_retention","cloudwatch_put_metric_data","cloudwatch_query_logs","cloudwatch_unmute_alarm","codepipeline_disable_stage_transition","codepipeline_enable_stage_transition","codepipeline_get_pipeline","codepipeline_get_pipeline_execution","codepipeline_get_pipeline_state","codepipeline_list_action_executions","codepipeline_list_pipeline_executions","codepipeline_list_pipelines","codepipeline_put_approval_result","codepipeline_retry_stage_execution","codepipeline_start_execution","codepipeline_stop_execution","confluence_add_label","confluence_create_blogpost","confluence_create_comment","confluence_create_page","confluence_create_page_property","confluence_create_space","confluence_create_space_property","confluence_delete_attachment","confluence_delete_blogpost","confluence_delete_comment","confluence_delete_label","confluence_delete_page","confluence_delete_page_property","confluence_delete_space","confluence_delete_space_property","confluence_get_blogpost","confluence_get_page_ancestors","confluence_get_page_children","confluence_get_page_descendants","confluence_get_page_version","confluence_get_pages_by_label","confluence_get_space","confluence_get_task","confluence_get_user","confluence_list_attachments","confluence_list_blogposts","confluence_list_bl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vents","downdetector_get_company_incidents","downdetector_get_company_indicators","downdetector_get_company_last_15","downdetector_get_company_status","downdetector_get_provider","downdetector_get_reports","downdetector_get_site_companies","downdetector_list_categories","downdetector_list_incidents","downdetector_list_sites","downdetector_search_companies","dropbox_copy","dropbox_create_folder","dropbox_create_shared_link","dropbox_delete","dropbox_download","dropbox_get_metadata","dropbox_list_folder","dropbox_list_revisions","dropbox_list_shared_links","dropbox_move","dropbox_restore","dropbox_search","dropbox_upload","dropcontact_enrich_contact","dspy_chain_of_thought","dspy_predict","dspy_react","dub_bulk_create_links","dub_bulk_delete_links","dub_bulk_update_links","dub_create_link","dub_create_tag","dub_delete_link","dub_get_analytics","dub_get_events","dub_get_link","dub_get_links_count","dub_get_qr_code","dub_list_domains","dub_list_folders","dub_list_links","dub_list_tags","dub_update_link","dub_upsert_link","duckduckgo_search","dynamodb_delete","dynamodb_get","dynamodb_introspect","dynamodb_put","dynamodb_query","dynamodb_scan","dynamodb_update","elasticsearch_bulk","elasticsearch_cluster_health","elasticsearch_cluster_stats","elasticsearch_count","elasticsearch_create_index","elasticsearch_delete_document","elasticsearch_delete_index","elasticsearch_get_document","elasticsearch_get_index","elasticsearch_index_document","elasticsearch_list_indices","elasticsearch_search","elasticsearch_update_document","elevenlabs_audio_isolation","elevenlabs_edit_voice_settings","elevenlabs_get_user","elevenlabs_get_voice","elevenlabs_get_voice_settings","elevenlabs_list_models","elevenlabs_list_voices","elevenlabs_sound_effects","elevenlabs_speech_to_speech","elevenlabs_tts","emailbison_attach_leads_to_campaign","emailbison_attach_tags_to_leads","emailbison_create_campaign","emailbison_create_lead","emailbison_create_tag","emailbison_get_lead","emailbison_list_campaigns","emailbison_list_leads","emailbison_list_replies","emailbison_list_tags","emailbison_update_campaign","emailbison_update_campaign_status","emailbison_update_lead","enrich_check_credits","enrich_company_funding","enrich_company_lookup","enrich_company_revenue","enrich_disposable_email_check","enrich_email_to_ip","enrich_email_to_person_lite","enrich_email_to_phone","enrich_email_to_profile","enrich_find_email","enrich_get_post_details","enrich_ip_to_company","enrich_linkedin_profile","enrich_linkedin_to_personal_email","enrich_linkedin_to_work_email","enrich_phone_finder","enrich_reverse_hash_lookup","enrich_sales_pointer_people","enrich_search_company","enrich_search_company_activities","enrich_search_company_employees","enrich_search_jobs","enrich_search_logo","enrich_search_people","enrich_search_people_activities","enrich_search_post_comments","enrich_search_post_comments_by_url","enrich_search_post_reactions","enrich_search_post_reactions_by_url","enrich_search_posts","enrich_search_similar_companies","enrich_verify_email","enrichment_run","enrow_find_email","enrow_verify_email","evernote_copy_note","evernote_create_note","evernote_create_notebook","evernote_create_tag","evernote_delete_note","evernote_get_note","evernote_get_notebook","evernote_list_notebooks","evernote_list_tags","evernote_search_notes","evernote_update_note","exa_agent","exa_answer","exa_find_similar_links","exa_get_contents","exa_search","extend_parser","extend_parser_v2","fathom_get_summary","fathom_get_transcript","fathom_list_meeting_types","fathom_list_meetings","fathom_list_team_members","fathom_list_teams","file_append","file_compress","file_decompress","file_fetch","file_get","file_get_content","file_manage_sharing","file_parser","file_parser_v2","file_parser_v3","file_read","file_write","findymail_find_email_from_linkedin","findymail_find_email_from_name","findymail_find_emails_by_domain","findymail_find_employees","findymail_find_phone","findymail_get_company","findymail_get_credits","findymail_lookup_technologies","findymail_reverse_email_lookup","findymail_search_technologies","findymail_verify_email","firecrawl_agent","firecrawl_batch_scrape","firecrawl_batch_scrape_status","firecrawl_cancel_crawl","firecrawl_crawl","firecrawl_crawl_status","firecrawl_credit_usage","firecrawl_extract","firecrawl_extract_status","firecrawl_map","firecrawl_parse","firecrawl_scrape","firecrawl_search","fireflies_add_to_live_meeting","fireflies_create_bite","fireflies_delete_transcript","fireflies_get_transcript","fireflies_get_user","fireflies_list_bites","fireflies_list_contacts","fireflies_list_transcripts","fireflies_list_users","fireflies_upload_audio","flint_create_task","flint_generate_pages","flint_get_task","function_execute","gamma_check_status","gamma_generate","gamma_generate_from_template","gamma_list_folders","gamma_list_themes","github_add_assignees","github_add_assignees_v2","github_add_labels","github_add_labels_v2","github_cancel_workflow_run","github_cancel_wor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"grafana_delete_folder","grafana_get_alert_rule","grafana_get_dashboard","grafana_get_data_source","grafana_get_folder","grafana_get_health","grafana_list_alert_rules","grafana_list_annotations","grafana_list_contact_points","grafana_list_dashboards","grafana_list_data_sources","grafana_list_folders","grafana_update_alert_rule","grafana_update_annotation","grafana_update_dashboard","grafana_update_folder","grain_create_hook","grain_create_hook_v2","grain_delete_hook","grain_delete_hook_v2","grain_get_recording","grain_get_transcript","grain_list_hooks","grain_list_hooks_v2","grain_list_meeting_types","grain_list_recordings","grain_list_teams","grain_list_views","granola_get_note","granola_list_folders","granola_list_notes","greenhouse_get_application","greenhouse_get_candidate","greenhouse_get_job","greenhouse_get_user","greenhouse_list_applications","greenhouse_list_candidates","greenhouse_list_departments","greenhouse_list_job_stages","greenhouse_list_jobs","greenhouse_list_offices","greenhouse_list_users","greptile_index_repo","greptile_query","greptile_search","greptile_status","guardrails_validate","hex_cancel_run","hex_create_collection","hex_create_group","hex_deactivate_user","hex_delete_group","hex_get_collection","hex_get_data_connection","hex_get_group","hex_get_project","hex_get_project_runs","hex_get_queried_tables","hex_get_run_status","hex_list_collections","hex_list_data_connections","hex_list_groups","hex_list_projects","hex_list_users","hex_run_project","hex_update_collection","hex_update_group","hex_update_project","http_request","hubspot_add_list_memberships","hubspot_create_appointment","hubspot_create_association","hubspot_create_company","hubspot_create_contact","hubspot_create_deal","hubspot_create_email","hubspot_create_line_item","hubspot_create_list","hubspot_create_note","hubspot_create_ticket","hubspot_delete_association","hubspot_delete_company","hubspot_delete_contact","hubspot_delete_deal","hubspot_delete_line_item","hubspot_delete_ticket","hubspot_get_appointment","hubspot_get_association_labels","hubspot_get_cart","hubspot_get_company","hubspot_get_contact","hubspot_get_deal","hubspot_get_email","hubspot_get_line_item","hubspot_get_list","hubspot_get_list_memberships","hubspot_get_marketing_event","hubspot_get_note","hubspot_get_properties","hubspot_get_quote","hubspot_get_ticket","hubspot_get_users","hubspot_list_appointments","hubspot_list_associations","hubspot_list_carts","hubspot_list_companies","hubspot_list_contacts","hubspot_list_deals","hubspot_list_emails","hubspot_list_line_items","hubspot_list_lists","hubspot_list_marketing_events","hubspot_list_notes","hubspot_list_owners","hubspot_list_quotes","hubspot_list_tickets","hubspot_remove_list_memberships","hubspot_search_companies","hubspot_search_contacts","hubspot_search_deals","hubspot_search_emails","hubspot_search_line_items","hubspot_search_notes","hubspot_search_quotes","hubspot_search_tickets","hubspot_update_appointment","hubspot_update_company","hubspot_update_contact","hubspot_update_deal","hubspot_update_line_item","hubspot_update_ticket","huggingface_chat","hunter_companies_find","hunter_discover","hunter_domain_search","hunter_email_count","hunter_email_finder","hunter_email_verifier","iam_add_user_to_group","iam_attach_role_policy","iam_attach_user_policy","iam_create_access_key","iam_create_role","iam_create_user","iam_delete_access_key","iam_delete_role","iam_delete_user","iam_detach_role_policy","iam_detach_user_policy","iam_get_role","iam_get_user","iam_list_attached_role_policies","iam_list_attached_user_policies","iam_list_groups","iam_list_policies","iam_list_roles","iam_list_users","iam_remove_user_from_group","iam_simulate_principal_policy","icypeas_find_email","icypeas_verify_email","identity_center_check_assignment_deletion_status","identity_center_check_assignment_status","identity_center_create_account_assignment","identity_center_delete_account_assignment","identity_center_describe_account","identity_center_get_group","identity_center_get_user","identity_center_list_account_assignments","identity_center_list_accounts","identity_center_list_groups","identity_center_list_instances","identity_center_list_permission_sets","image_generate","incidentio_actions_list","incidentio_actions_show","incidentio_custom_fields_create","incidentio_custom_fields_delete","incidentio_custom_fields_list","incidentio_custom_fields_show","incidentio_custom_fields_update","incidentio_escalation_paths_create","incidentio_escalation_paths_delete","incidentio_escalation_paths_list","incidentio_escalation_paths_show","incidentio_escalation_paths_update","incidentio_escalations_create","incidentio_escalations_list","incidentio_escalations_show","incidentio_follow_ups_list","incidentio_follow_ups_show","incidentio_incident_roles_create","incidentio_incident_roles_delete","incidentio_incident_roles_list","incidentio_incident_roles_show","incidentio_incident_roles_update","incidentio_incident_statuses_list","incidentio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_kernel","jupyter_list_contents","jupyter_list_kernels","jupyter_list_kernelspecs","jupyter_list_sessions","jupyter_rename_content","jupyter_restart_kernel","jupyter_start_kernel","jupyter_stop_kernel","jupyter_upload_file","kalshi_amend_order","kalshi_amend_order_v2","kalshi_cancel_order","kalshi_cancel_order_v2","kalshi_create_order","kalshi_create_order_v2","kalshi_get_balance","kalshi_get_balance_v2","kalshi_get_candlesticks","kalshi_get_candlesticks_v2","kalshi_get_event","kalshi_get_event_candlesticks","kalshi_get_event_candlesticks_v2","kalshi_get_event_v2","kalshi_get_events","kalshi_get_events_v2","kalshi_get_exchange_announcements","kalshi_get_exchange_announcements_v2","kalshi_get_exchange_schedule","kalshi_get_exchange_schedule_v2","kalshi_get_exchange_status","kalshi_get_exchange_status_v2","kalshi_get_fills","kalshi_get_fills_v2","kalshi_get_market","kalshi_get_market_v2","kalshi_get_markets","kalshi_get_markets_v2","kalshi_get_order","kalshi_get_order_v2","kalshi_get_orderbook","kalshi_get_orderbook_v2","kalshi_get_orders","kalshi_get_orders_v2","kalshi_get_positions","kalshi_get_positions_v2","kalshi_get_series_by_ticker","kalshi_get_series_by_ticker_v2","kalshi_get_series_list","kalshi_get_series_list_v2","kalshi_get_settlements","kalshi_get_settlements_v2","kalshi_get_trades","kalshi_get_trades_v2","ketch_get_consent","ketch_get_subscriptions","ketch_invoke_right","ketch_set_consent","ketch_set_subscriptions","knowledge_create_document","knowledge_delete_chunk","knowledge_delete_document","knowledge_get_connector","knowledge_get_document","knowledge_list_chunks","knowledge_list_connectors","knowledge_list_documents","knowledge_list_tags","knowledge_search","knowledge_trigger_sync","knowledge_update_chunk","knowledge_upload_chunk","knowledge_upsert_document","langsmith_create_feedback","langsmith_create_run","langsmith_create_runs_batch","langsmith_get_run","langsmith_update_run","latex_compile","latex_get_package","latex_list_fonts","latex_search_packages","launchdarkly_create_flag","launchdarkly_delete_flag","launchdarkly_get_audit_log","launchdarkly_get_flag","launchdarkly_get_flag_status","launchdarkly_list_environments","launchdarkly_list_flags","launchdarkly_list_members","launchdarkly_list_projects","launchdarkly_list_segments","launchdarkly_toggle_flag","launchdarkly_update_flag","leadmagic_company_search","leadmagic_email_to_profile","leadmagic_find_email","leadmagic_find_mobile","leadmagic_get_credits","leadmagic_profile_search","leadmagic_profile_to_email","leadmagic_role_finder","leadmagic_validate_email","lemlist_get_activities","lemlist_get_lead","lemlist_send_email","linear_add_label_to_issue","linear_add_label_to_project","linear_archive_issue","linear_archive_label","linear_archive_project","linear_create_attachment","linear_create_comment","linear_create_customer","linear_create_customer_request","linear_create_customer_status","linear_create_customer_tier","linear_create_cycle","linear_create_favorite","linear_create_issue","linear_create_issue_relation","linear_create_label","linear_create_project","linear_create_project_label","linear_create_project_milestone","linear_create_project_status","linear_create_project_update","linear_create_workflow_state","linear_delete_attachment","linear_delete_comment","linear_delete_customer","linear_delete_customer_status","linear_delete_customer_tier","linear_delete_issue","linear_delete_issue_relation","linear_delete_project","linear_delete_project_label","linear_delete_project_milestone","linear_delete_project_status","linear_get_active_cycle","linear_get_customer","linear_get_cycle","linear_get_issue","linear_get_project","linear_get_viewer","linear_list_attachments","linear_list_comments","linear_list_customer_requests","linear_list_customer_statuses","linear_list_customer_tiers","linear_list_customers","linear_list_cycles","linear_list_favorites","linear_list_issue_relations","linear_list_labels","linear_list_notifications","linear_list_project_labels","linear_list_project_milestones","linear_list_project_statuses","linear_list_project_updates","linear_list_projects","linear_list_teams","linear_list_users","linear_list_workflow_states","linear_merge_customers","linear_read_issues","linear_remove_label_from_issue","linear_remove_label_from_project","linear_search_issues","linear_unarchive_issue","linear_update_attachment","linear_update_comment","linear_update_customer","linear_update_customer_request","linear_update_customer_status","linear_update_customer_tier","linear_update_issue","linear_update_label","linear_update_notification","linear_update_project","linear_update_project_label","linear_update_project_milestone","linear_update_project_status","linear_update_workflow_state","linkedin_get_profile","linkedin_share_post","linkup_search","linq_add_participant","linq_check_imessage","linq_check_rcs","linq_create_attachment","linq_create_chat","linq_create_contact_card","linq_create_webhook_subscription","linq_delete_attachment"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square_delete_customer","square_delete_invoice","square_get_catalog_object","square_get_customer","square_get_invoice","square_get_location","square_get_order","square_get_payment","square_get_refund","square_list_catalog","square_list_customers","square_list_invoices","square_list_locations","square_list_payments","square_list_refunds","square_pay_order","square_publish_invoice","square_refund_payment","square_search_catalog_objects","square_search_customers","square_search_invoices","square_search_orders","square_update_customer","square_upsert_catalog_object","ssh_check_command_exists","ssh_check_file_exists","ssh_create_directory","ssh_delete_file","ssh_download_file","ssh_execute_command","ssh_execute_script","ssh_get_system_info","ssh_list_directory","ssh_move_rename","ssh_read_file_content","ssh_upload_file","ssh_write_file_content","stagehand_agent","stagehand_extract","stripe_cancel_payment_intent","stripe_cancel_subscription","stripe_capture_charge","stripe_capture_payment_intent","stripe_confirm_payment_intent","stripe_create_charge","stripe_create_customer","stripe_create_invoice","stripe_create_payment_intent","stripe_create_price","stripe_create_product","stripe_create_subscription","stripe_delete_customer","stripe_delete_invoice","stripe_delete_product","stripe_finalize_invoice","stripe_list_charges","stripe_list_customers","stripe_list_events","stripe_list_invoices","stripe_list_payment_intents","stripe_list_prices","stripe_list_products","stripe_list_subscriptions","stripe_pay_invoice","stripe_resume_subscription","stripe_retrieve_charge","stripe_retrieve_customer","stripe_retrieve_event","stripe_retrieve_invoice","stripe_retrieve_payment_intent","stripe_retrieve_price","stripe_retrieve_product","stripe_retrieve_subscription","stripe_search_charges","stripe_search_customers","stripe_search_invoices","stripe_search_payment_intents","stripe_search_prices","stripe_search_products","stripe_search_subscriptions","stripe_send_invoice","stripe_update_charge","stripe_update_customer","stripe_update_invoice","stripe_update_payment_intent","stripe_update_price","stripe_update_product","stripe_update_subscription","stripe_void_invoice","sts_assume_role","sts_assume_role_with_saml","sts_assume_role_with_web_identity","sts_get_access_key_info","sts_get_caller_identity","sts_get_session_token","stt_assemblyai","stt_assemblyai_v2","stt_deepgram","stt_deepgram_v2","stt_elevenlabs","stt_elevenlabs_v2","stt_gemini","stt_gemini_v2","stt_whisper","stt_whisper_v2","supabase_count","supabase_delete","supabase_get_row","supabase_insert","supabase_introspect","supabase_invoke_function","supabase_query","supabase_rpc","supabase_storage_copy","supabase_storage_create_bucket","supabase_storage_create_signed_upload_url","supabase_storage_create_signed_url","supabase_storage_delete","supabase_storage_delete_bucket","supabase_storage_download","supabase_storage_empty_bucket","supabase_storage_get_public_url","supabase_storage_list","supabase_storage_list_buckets","supabase_storage_move","supabase_storage_update_bucket","supabase_storage_upload","supabase_text_search","supabase_update","supabase_upsert","supabase_vector_search","table_batch_insert_rows","table_create","table_delete_row","table_delete_rows_by_filter","table_get_row","table_get_schema","table_insert_row","table_list","table_query_rows","table_query_rows_v2","table_update_row","table_update_rows_by_filter","table_upsert_row","tailscale_authorize_device","tailscale_create_auth_key","tailscale_delete_auth_key","tailscale_delete_device","tailscale_delete_user","tailscale_expire_device_key","tailscale_get_acl","tailscale_get_auth_key","tailscale_get_device","tailscale_get_device_routes","tailscale_get_dns_preferences","tailscale_get_dns_searchpaths","tailscale_list_auth_keys","tailscale_list_devices","tailscale_list_dns_nameservers","tailscale_list_users","tailscale_set_acl","tailscale_set_device_routes","tailscale_set_device_tags","tailscale_set_dns_nameservers","tailscale_set_dns_preferences","tailscale_set_dns_searchpaths","tailscale_suspend_user","tailscale_update_device_key","tavily_crawl","tavily_extract","tavily_map","tavily_search","telegram_copy_message","telegram_delete_message","telegram_edit_message_text","telegram_forward_message","telegram_get_chat","telegram_get_chat_member","telegram_message","telegram_pin_message","telegram_send_animation","telegram_send_audio","telegram_send_chat_action","telegram_send_contact","telegram_send_document","telegram_send_location","telegram_send_photo","telegram_send_poll","telegram_send_video","telegram_set_message_reaction","telegram_unpin_message","temporal_cancel_workflow","temporal_count_workflows","temporal_create_schedule","temporal_delete_schedule","temporal_describe_schedule","temporal_describe_task_queue","temporal_describe_workflow","temporal_get_workflow_history","temporal_list_schedules","temporal_list_workflows","temporal_pause_schedule","temporal_query_workflow","temporal_reset_workflow","temporal_signal_with_start","temporal_signal_workflow","temporal_start_workflow","temporal_terminate_workflow","temporal_trigger_schedule","temporal_unpause_schedule","temporal_update_workflow","textract_analyze_expense","textract_analyze_id","textract_parser","textract_parser_v2","thinking_tool","thrive_add_audience_managers","thrive_add_audience_members","thrive_add_user_tags","thrive_create_assignment","thrive_create_audience","thrive_create_completion","thrive_create_user","thrive_delete_assignment","thrive_delete_audience","thrive_delete_user","thrive_get_activity","thrive_get_assignment","thrive_get_audience","thrive_get_completion","thrive_get_content","thrive_get_cpd_category","thrive_get_cpd_entry","thrive_get_cpd_requirement","thrive_get_enrolment","thrive_get_skill_levels","thrive_get_tag","thrive_get_user_by_id","thrive_get_user_by_ref","thrive_list_assignments","thrive_list_audience_managers","thrive_list_audience_members","thrive_list_audiences","thrive_list_completions","thrive_list_enrolments","thrive_list_tags","thrive_query_activities","thrive_query_content","thrive_query_cpd_categories","thrive_query_cpd_entries","thrive_query_cpd_requirements","thrive_query_cpd_user_summaries","thrive_remove_audience_manager","thrive_remove_audience_member","thrive_remove_user_tags","thrive_replace_audience_managers","thrive_replace_audience_members","thrive_search_users","thrive_suspend_user","thrive_update_assignment","thrive_update_audience","thrive_update_user","thrive_update_user_skills","tiktok_get_post_status","tiktok_get_user","tiktok_list_videos","tiktok_query_videos","tiktok_upload_video_draft","tinybird_append_datasource","tinybird_delete_datasource_rows","tinybird_events","tinybird_get_job","tinybird_query","tinybird_query_pipe","tinybird_truncate_datasource","trello_add_checklist","trello_add_checklist_item","trello_add_comment","trello_add_label","trello_add_member","trello_create_board","trello_create_card","trello_create_list","trello_delete_card","trello_get_actions","trello_get_board","trello_get_card","trello_list_cards","trello_list_lists","trello_list_members","trello_remove_label","trello_remove_member","trello_search","trello_update_card","trello_update_checklist_item","trello_update_list","trigger_dev_activate_schedule","trigger_dev_add_run_tags","trigger_dev_batch_trigger_task","trigger_dev_cancel_run","trigger_dev_complete_waitpoint_token","trigger_dev_create_env_var","trigger_dev_create_schedule","trigger_dev_create_waitpoint_token","trigger_dev_deactivate_schedule","trigger_dev_delete_env_var","trigger_dev_delete_schedule","trigger_dev_execute_query","trigger_dev_get_batch","trigger_dev_get_batch_results","trigger_dev_get_deployment","trigger_dev_get_env_var","trigger_dev_get_latest_deployment","trigger_dev_get_query_schema","trigger_dev_get_queue","trigger_dev_get_run","trigger_dev_get_run_events","trigger_dev_get_run_result","trigger_dev_get_run_trace","trigger_dev_get_schedule","trigger_dev_get_waitpoint_token","trigger_dev_import_env_vars","trigger_dev_list_deployments","trigger_dev_list_env_vars","trigger_dev_list_queues","trigger_dev_list_runs","trigger_dev_list_schedules","trigger_dev_list_timezones","trigger_dev_list_waitpoint_tokens","trigger_dev_override_queue_concurrency","trigger_dev_pause_queue","trigger_dev_promote_deployment","trigger_dev_replay_run","trigger_dev_reschedule_run","trigger_dev_reset_queue_concurrency","trigger_dev_resume_queue","trigger_dev_trigger_task","trigger_dev_update_env_var","trigger_dev_update_run_metadata","trigger_dev_update_schedule","tts_azure","tts_cartesia","tts_deepgram","tts_elevenlabs","tts_google","tts_openai","tts_playht","twilio_send_sms","twilio_voice_get_recording","twilio_voice_list_calls","twilio_voice_make_call","typeform_create_form","typeform_delete_form","typeform_files","typeform_get_form","typeform_insights","typeform_list_forms","typeform_responses","typeform_update_form","upstash_redis_command","upstash_redis_delete","upstash_redis_exists","upstash_redis_expire","upstash_redis_get","upstash_redis_hget","upstash_redis_hgetall","upstash_redis_hset","upstash_redis_incr","upstash_redis_incrby","upstash_redis_keys","upstash_redis_lpush","upstash_redis_lrange","upstash_redis_set","upstash_redis_setnx","upstash_redis_ttl","uptimerobot_create_alert_contact","uptimerobot_create_maintenance_window","uptimerobot_create_monitor","uptimerobot_create_psp","uptimerobot_delete_alert_contact","uptimerobot_delete_maintenance_window","uptimerobot_delete_monitor","uptimerobot_delete_psp","uptimerobot_get_account","uptimerobot_get_alert_contact","uptimerobot_get_incident","uptimerobot_get_maintenance_window","uptimerobot_get_monitor","uptimerobot_get_psp","uptimerobot_list_alert_contacts","uptimerobot_list_incidents","uptimerobot_list_maintenance_windows","uptimerobot_list_monitors","uptimerobot_list_psps","uptimerobot_pause_monitor","uptimerobot_start_monitor","uptimerobot_update_maintenance_window","uptimerobot_update_monitor","uptimerobot_update_psp","vanta_download_document_file","vanta_get_control","vanta_get_document","vanta_get_framework","vanta_get_person","vanta_get_policy","vanta_get_risk_scenario","vanta_get_test","vanta_get_vendor","vanta_get_vulnerable_asset","vanta_list_control_documents","vanta_list_control_tests","vanta_list_controls","vanta_list_document_uploads","vanta_list_documents","vanta_list_framework_controls","vanta_list_frameworks","vanta_list_monitored_computers","vanta_list_people","vanta_list_policies","vanta_list_risk_scenarios","vanta_list_test_entities","vanta_list_tests","vanta_list_vendors","vanta_list_vulnerabilities","vanta_list_vulnerability_remediations","vanta_list_vulnerable_assets","vanta_submit_document","vanta_upload_document_file","vercel_add_domain","vercel_add_project_domain","vercel_cancel_deployment","vercel_create_alias","vercel_create_check","vercel_create_deployment","vercel_create_dns_record","vercel_create_edge_config","vercel_create_env_var","vercel_create_project","vercel_create_webhook","vercel_delete_alias","vercel_delete_deployment","vercel_delete_dns_record","vercel_delete_domain","vercel_delete_edge_config","vercel_delete_env_var","vercel_delete_project","vercel_delete_webhook","vercel_get_alias","vercel_get_check","vercel_get_deployment","vercel_get_deployment_events","vercel_get_domain","vercel_get_domain_config","vercel_get_edge_config","vercel_get_edge_config_items","vercel_get_env_vars","vercel_get_project","vercel_get_team","vercel_get_user","vercel_get_webhook","vercel_list_aliases","vercel_list_checks","vercel_list_deployment_files","vercel_list_deployments","vercel_list_dns_records","vercel_list_domains","vercel_list_edge_configs","vercel_list_project_domains","vercel_list_projects","vercel_list_team_members","vercel_list_teams","vercel_list_webhooks","vercel_pause_project","vercel_promote_deployment","vercel_remove_project_domain","vercel_rerequest_check","vercel_unpause_project","vercel_update_check","vercel_update_dns_record","vercel_update_edge_config_items","vercel_update_env_var","vercel_update_project","vercel_update_project_domain","vercel_verify_project_domain","video_falai","video_luma","video_minimax","video_runway","video_veo","vision_tool","vision_tool_v2","wealthbox_read_contact","wealthbox_read_note","wealthbox_read_task","wealthbox_write_contact","wealthbox_write_note","wealthbox_write_task","webflow_create_item","webflow_delete_item","webflow_get_item","webflow_list_items","webflow_update_item","webhook_request","whatsapp_get_media","whatsapp_mark_read","whatsapp_send_interactive","whatsapp_send_media","whatsapp_send_message","whatsapp_send_reaction","whatsapp_send_template","whatsapp_upload_media","wikipedia_content","wikipedia_random","wikipedia_search","wikipedia_summary","wiza_company_enrichment","wiza_get_credits","wiza_individual_reveal","wiza_prospect_search","wordpress_create_category","wordpress_create_comment","wordpress_create_page","wordpress_create_post","wordpress_create_tag","wordpress_delete_category","wordpress_delete_comment","wordpress_delete_media","wordpress_delete_page","wordpress_delete_post","wordpress_delete_tag","wordpress_get_category","wordpress_get_current_user","wordpress_get_media","wordpress_get_page","wordpress_get_post","wordpress_get_tag","wordpress_get_user","wordpress_list_categories","wordpress_list_comments","wordpress_list_media","wordpress_list_pages","wordpress_list_posts","wordpress_list_tags","wordpress_list_users","wordpress_search_content","wordpress_update_category","wordpress_update_comment","wordpress_update_page","wordpress_update_post","wordpress_update_tag","wordpress_upload_media","workday_assign_onboarding","workday_change_job","workday_create_prehire","workday_get_compensation","workday_get_organizations","workday_get_worker","workday_hire_employee","workday_list_workers","workday_terminate_worker","workday_update_worker","workflow_executor","x_create_bookmark","x_create_tweet","x_delete_bookmark","x_delete_tweet","x_get_blocking","x_get_bookmarks","x_get_followers","x_get_following","x_get_liked_tweets","x_get_liking_users","x_get_me","x_get_personalized_trends","x_get_quote_tweets","x_get_retweeted_by","x_get_trends_by_woeid","x_get_tweets_by_ids","x_get_usage","x_get_user_mentions","x_get_user_timeline","x_get_user_tweets","x_hide_reply","x_manage_block","x_manage_follow","x_manage_like","x_manage_mute","x_manage_retweet","x_read","x_search","x_search_tweets","x_search_users","x_user","x_write","youtube_channel_info","youtube_channel_playlists","youtube_channel_videos","youtube_comments","youtube_playlist_items","youtube_search","youtube_trending","youtube_video_categories","youtube_video_details","zendesk_autocomplete_organizations","zendesk_create_organization","zendesk_create_organizations_bulk","zendesk_create_ticket","zendesk_create_tickets_bulk","zendesk_create_user","zendesk_create_users_bulk","zendesk_delete_organization","zendesk_delete_ticket","zendesk_delete_user","zendesk_get_current_user","zendesk_get_organization","zendesk_get_organizations","zendesk_get_ticket","zendesk_get_tickets","zendesk_get_user","zendesk_get_users","zendesk_merge_tickets","zendesk_search","zendesk_search_count","zendesk_search_users","zendesk_update_organization","zendesk_update_ticket","zendesk_update_tickets_bulk","zendesk_update_user","zendesk_update_users_bulk","zep_add_messages","zep_add_user","zep_create_thread","zep_delete_thread","zep_get_context","zep_get_messages","zep_get_threads","zep_get_user","zep_get_user_threads","zerobounce_get_credits","zerobounce_verify_email","zoom_create_meeting","zoom_delete_meeting","zoom_delete_recording","zoom_get_meeting","zoom_get_meeting_invitation","zoom_get_meeting_recordings","zoom_list_meetings","zoom_list_past_participants","zoom_list_recordings","zoom_update_meeting","zoominfo_enrich_companies","zoominfo_enrich_contacts","zoominfo_search_companies","zoominfo_search_contacts","zoominfo_search_intent","zoominfo_search_news"]'
+)
+
+export default toolIds
diff --git a/apps/sim/tools/metadata-outputs.ts b/apps/sim/tools/metadata-outputs.ts
index 5fe380ac21e..ad8c9a0521e 100644
--- a/apps/sim/tools/metadata-outputs.ts
+++ b/apps/sim/tools/metadata-outputs.ts
@@ -1,4 +1,5 @@
 import rawOutputs from '@/tools/generated/tool-outputs'
+import { resolveToolId } from '@/tools/tool-ids'
 import type { ToolConfig } from '@/tools/types'
 
 /**
@@ -28,5 +29,6 @@ const outputs: Record<string, ToolOutputs> = rawOutputs as Record<string, ToolOu
  * `Object.hasOwn` rather than a bare lookup — see `getToolMetadata` for why.
  */
 export function getToolOutputsMetadata(toolId: string): ToolOutputs | undefined {
-  return Object.hasOwn(outputs, toolId) ? outputs[toolId] : undefined
+  const resolved = resolveToolId(toolId)
+  return Object.hasOwn(outputs, resolved) ? outputs[resolved] : undefined
 }
diff --git a/apps/sim/tools/metadata.test.ts b/apps/sim/tools/metadata.test.ts
index 32e462a3002..2b0f49b2412 100644
--- a/apps/sim/tools/metadata.test.ts
+++ b/apps/sim/tools/metadata.test.ts
@@ -2,8 +2,9 @@
  * @vitest-environment node
  */
 import { describe, expect, it } from 'vitest'
-import { getToolIds, getToolMetadata, getToolParams, hasToolMetadata } from '@/tools/metadata'
+import { getToolMetadata, getToolParams } from '@/tools/metadata'
 import { getToolOutputsMetadata } from '@/tools/metadata-outputs'
+import { getToolIds, hasToolId, resolveToolId } from '@/tools/tool-ids'
 
 /**
  * Guards the properties the generated artifacts are relied on for. The
@@ -22,7 +23,7 @@ describe('generated tool metadata', () => {
   })
 
   it('reports unknown tools as absent without throwing', () => {
-    expect(hasToolMetadata('definitely_not_a_tool')).toBe(false)
+    expect(hasToolId('definitely_not_a_tool')).toBe(false)
     expect(getToolMetadata('definitely_not_a_tool')).toBeUndefined()
     expect(getToolParams('definitely_not_a_tool')).toBeUndefined()
     expect(getToolOutputsMetadata('definitely_not_a_tool')).toBeUndefined()
@@ -43,10 +44,44 @@ describe('generated tool metadata', () => {
       expect(getToolMetadata(key)).toBeUndefined()
       expect(getToolParams(key)).toBeUndefined()
       expect(getToolOutputsMetadata(key)).toBeUndefined()
-      expect(hasToolMetadata(key)).toBe(false)
+      expect(hasToolId(key)).toBe(false)
     }
   )
 
+  /**
+   * `getTool` resolves an unversioned name onto the newest version, and callers
+   * migrated off it depend on that. A plain key lookup would silently report
+   * versioned tools as missing.
+   */
+  describe('version resolution', () => {
+    /**
+     * Only a versioned id whose base name is *not* itself registered exercises
+     * resolution — where both exist, the base name resolves to itself.
+     */
+    const versionedId = getToolIds().find(
+      (id) => /_v[2-9]\d*$/.test(id) && !getToolIds().includes(id.replace(/_v\d+$/, ''))
+    )
+
+    it('has at least one versioned tool to exercise', () => {
+      expect(versionedId).toBeDefined()
+    })
+
+    it('maps an unversioned name onto the newest version', () => {
+      const baseName = (versionedId as string).replace(/_v\d+$/, '')
+      expect(getToolIds()).not.toContain(baseName)
+      expect(resolveToolId(baseName)).toBe(versionedId)
+      expect(hasToolId(baseName)).toBe(true)
+      expect(getToolMetadata(baseName)?.id).toBe(getToolMetadata(versionedId as string)?.id)
+      expect(getToolOutputsMetadata(baseName)).toEqual(
+        getToolOutputsMetadata(versionedId as string)
+      )
+    })
+
+    it('returns an unknown name unchanged', () => {
+      expect(resolveToolId('definitely_not_a_tool')).toBe('definitely_not_a_tool')
+    })
+  })
+
   /**
    * The registry contains a null param entry (`stt_deepgram_v2`), which crashes
    * any consumer that iterates params unguarded. The generator strips those, so
diff --git a/apps/sim/tools/metadata.ts b/apps/sim/tools/metadata.ts
index 6369e75196f..67057909e25 100644
--- a/apps/sim/tools/metadata.ts
+++ b/apps/sim/tools/metadata.ts
@@ -1,4 +1,5 @@
 import rawMetadata from '@/tools/generated/tool-metadata'
+import { resolveToolId } from '@/tools/tool-ids'
 import type { OAuthConfig, ToolConfig } from '@/tools/types'
 
 /**
@@ -15,7 +16,10 @@ import type { OAuthConfig, ToolConfig } from '@/tools/types'
  *
  * Outputs live in `@/tools/metadata-outputs`, not here: they are the larger half
  * of the data and have a single consumer, so keeping them in a separate module
- * means callers that only need params don't pay for them.
+ * means callers that only need params don't pay for them. Callers that need
+ * neither should use `@/tools/tool-ids`, which is ~40x smaller again.
+ *
+ * Lookups resolve unversioned names the same way `getTool` does.
  */
 export interface ToolMetadata {
   id: string
@@ -33,16 +37,6 @@ export interface ToolMetadata {
  */
 const metadata: Record<string, ToolMetadata> = rawMetadata as Record<string, ToolMetadata>
 
-/** Every registered tool id, including versioned variants. */
-export function getToolIds(): string[] {
-  return Object.keys(metadata)
-}
-
-/** Whether `toolId` names a built-in tool. Cheaper than resolving its metadata. */
-export function hasToolMetadata(toolId: string): boolean {
-  return Object.hasOwn(metadata, toolId)
-}
-
 /**
  * Serializable metadata for a built-in tool, or `undefined` if unknown.
  *
@@ -52,7 +46,8 @@ export function hasToolMetadata(toolId: string): boolean {
  * metadata.
  */
 export function getToolMetadata(toolId: string): ToolMetadata | undefined {
-  return Object.hasOwn(metadata, toolId) ? metadata[toolId] : undefined
+  const resolved = resolveToolId(toolId)
+  return Object.hasOwn(metadata, resolved) ? metadata[resolved] : undefined
 }
 
 /** Declared parameters for a built-in tool, or `undefined` if unknown. */
diff --git a/apps/sim/tools/params.test.ts b/apps/sim/tools/params.test.ts
index 02bd77b333e..b7fd6a7ee00 100644
--- a/apps/sim/tools/params.test.ts
+++ b/apps/sim/tools/params.test.ts
@@ -1,5 +1,6 @@
 import { afterAll, describe, expect, it, vi } from 'vitest'
 import { mergeToolParameters } from '@/tools/merge-params'
+import * as toolMetadata from '@/tools/metadata'
 import {
   createExecutionToolSchema,
   createLLMToolSchema,
@@ -15,7 +16,6 @@ import {
   validateToolParameters,
 } from '@/tools/params'
 import type { HttpMethod, ParameterVisibility } from '@/tools/types'
-import * as toolsUtils from '@/tools/utils'
 
 const mockToolConfig = {
   id: 'test_tool',
@@ -58,11 +58,13 @@ const mockToolConfig = {
 
 /**
  * Spy on the real module namespace instead of vi.mock: under `isolate: false`
- * `@/tools/params` may already be cached bound to the real `@/tools/utils`
+ * `@/tools/params` may already be cached bound to the real `@/tools/metadata`
  * module, so patching the shared namespace is the only wiring that always
  * applies.
  */
-const getToolSpy = vi.spyOn(toolsUtils, 'getTool').mockImplementation(((toolId: string) => {
+const getToolSpy = vi.spyOn(toolMetadata, 'getToolMetadata').mockImplementation(((
+  toolId: string
+) => {
   if (toolId === 'test_tool') {
     return mockToolConfig
   }
@@ -76,7 +78,7 @@ const getToolSpy = vi.spyOn(toolsUtils, 'getTool').mockImplementation(((toolId:
     }
   }
   return null
-}) as unknown as typeof toolsUtils.getTool)
+}) as unknown as typeof toolMetadata.getToolMetadata)
 
 afterAll(() => {
   getToolSpy.mockRestore()
diff --git a/apps/sim/tools/params.ts b/apps/sim/tools/params.ts
index ada48406eb3..8f5fb3e55d1 100644
--- a/apps/sim/tools/params.ts
+++ b/apps/sim/tools/params.ts
@@ -18,6 +18,7 @@ import type {
   GenerationType,
 } from '@/blocks/types'
 import { isNonEmpty } from '@/tools/merge-params'
+import { getToolMetadata, type ToolMetadata } from '@/tools/metadata'
 import { safeAssign } from '@/tools/safe-assign'
 import type {
   OAuthConfig,
@@ -25,7 +26,6 @@ import type {
   ToolConfig,
   ToolParameterItemSchema,
 } from '@/tools/types'
-import { getTool } from '@/tools/utils'
 
 const logger = createLogger('ToolsParams')
 type ToolParamDefinition = ToolConfig['params'][string]
@@ -173,7 +173,7 @@ export interface ToolParameterConfig {
 }
 
 export interface ToolWithParameters {
-  toolConfig: ToolConfig
+  toolConfig: ToolMetadata
   allParameters: ToolParameterConfig[]
   userInputParameters: ToolParameterConfig[] // Parameters shown to user
   requiredParameters: ToolParameterConfig[] // Must be filled by user or LLM
@@ -301,7 +301,7 @@ export function getToolParametersConfig(
   blockConfigOverride?: Pick<ToolInputBlockConfig, 'subBlocks'>
 ): ToolWithParameters | null {
   try {
-    const toolConfig = getTool(toolId)
+    const toolConfig = getToolMetadata(toolId)
     if (!toolConfig) {
       logger.warn(`Tool not found: ${toolId}`)
       return null
@@ -971,7 +971,7 @@ const EXCLUDED_SUBBLOCK_TYPES = new Set([
 ])
 
 export interface SubBlocksForToolInput {
-  toolConfig: ToolConfig
+  toolConfig: ToolMetadata
   subBlocks: BlockSubBlockConfig[]
   oauthConfig?: OAuthConfig
 }
@@ -992,7 +992,7 @@ export function getSubBlocksForToolInput(
   blockConfigOverride?: Pick<ToolInputBlockConfig, 'subBlocks'>
 ): SubBlocksForToolInput | null {
   try {
-    const toolConfig = getTool(toolId)
+    const toolConfig = getToolMetadata(toolId)
     if (!toolConfig) {
       logger.warn(`Tool not found: ${toolId}`)
       return null
diff --git a/apps/sim/tools/tool-ids.ts b/apps/sim/tools/tool-ids.ts
new file mode 100644
index 00000000000..375850934d8
--- /dev/null
+++ b/apps/sim/tools/tool-ids.ts
@@ -0,0 +1,75 @@
+import { stripVersionSuffix } from '@sim/utils/string'
+import rawToolIds from '@/tools/generated/tool-ids'
+
+/**
+ * Tool id resolution, without importing the executable registry.
+ *
+ * Resolving a tool name and checking whether one exists need only the registry's
+ * key set — never a `ToolConfig` — so this module carries just the ids (~100 KB
+ * versus ~4 MB for params or outputs). `@/tools/metadata` and
+ * `@/tools/metadata-outputs` both resolve through here, which is what keeps them
+ * independent of each other.
+ *
+ * Semantics mirror `resolveToolId`/`getTool` in `@/tools/utils` exactly,
+ * including returning the input unchanged when nothing matches. See
+ * `.agents/skills/tool-registry-boundary/SKILL.md`.
+ */
+/**
+ * Frozen because {@link getToolIds} hands it out directly. Returning a copy
+ * would allocate on every call in the loops that consume it; freezing makes an
+ * in-place `sort()`/`push()` by a caller throw rather than silently corrupt
+ * every later lookup.
+ */
+const toolIds: readonly string[] = Object.freeze(rawToolIds)
+
+const toolIdSet = new Set(toolIds)
+
+/**
+ * Base name -> newest versioned id, built once.
+ *
+ * `@/tools/utils` rebuilds this on every unresolved lookup; the id set is static
+ * at runtime, so caching it is behaviour-identical and drops the repeated O(n)
+ * scan.
+ */
+let latestByBaseName: Map<string, string> | null = null
+
+function getLatestByBaseName(): Map<string, string> {
+  if (latestByBaseName) return latestByBaseName
+
+  const versions = new Map<string, { toolId: string; version: number }>()
+  for (const toolId of toolIds) {
+    const baseName = stripVersionSuffix(toolId)
+    const versionMatch = toolId.match(/_v(\d+)$/)
+    const version = versionMatch ? Number.parseInt(versionMatch[1], 10) : 1
+    const previous = versions.get(baseName)
+    if (!previous || version > previous.version) {
+      versions.set(baseName, { toolId, version })
+    }
+  }
+
+  latestByBaseName = new Map()
+  for (const [baseName, { toolId }] of versions) {
+    latestByBaseName.set(baseName, toolId)
+  }
+  return latestByBaseName
+}
+
+/** Every registered tool id, including versioned variants. Frozen — copy before sorting. */
+export function getToolIds(): readonly string[] {
+  return toolIds
+}
+
+/**
+ * Resolves a tool name to its registered id, mapping an unversioned name onto
+ * the newest version (`notion_search` -> `notion_search_v2`). Returns the input
+ * unchanged when nothing matches, matching `@/tools/utils`.
+ */
+export function resolveToolId(toolName: string): string {
+  if (toolIdSet.has(toolName)) return toolName
+  return getLatestByBaseName().get(toolName) ?? toolName
+}
+
+/** Whether `toolId` names a built-in tool, resolving unversioned names. */
+export function hasToolId(toolId: string): boolean {
+  return toolIdSet.has(resolveToolId(toolId))
+}
diff --git a/apps/sim/tools/utils.ts b/apps/sim/tools/utils.ts
index dce3059ddac..fe30ae42e1e 100644
--- a/apps/sim/tools/utils.ts
+++ b/apps/sim/tools/utils.ts
@@ -58,6 +58,13 @@ export function getLatestVersionTools(
 /**
  * Resolves a tool name to its actual tool ID in the registry.
  * Handles both stripped names (e.g., 'notion_search') and versioned names (e.g., 'notion_search_v2').
+ *
+ * Server-side counterpart to `resolveToolId` in `@/tools/tool-ids`. Both exist
+ * deliberately: this one reads the live registry, so a tool added but not yet
+ * regenerated stays resolvable; that one resolves against the generated id list
+ * without pulling 4,300 tools into a client graph. Client code wants that one.
+ * `tool-metadata:check` asserts the two never diverge.
+ *
  * @param toolName The tool name to resolve (may or may not have version suffix)
  * @returns The actual tool ID in the registry, or the original name if not found
  */
diff --git a/apps/sim/tools/zoho/types.ts b/apps/sim/tools/zoho/types.ts
new file mode 100644
index 00000000000..0a7271591ef
--- /dev/null
+++ b/apps/sim/tools/zoho/types.ts
@@ -0,0 +1,200 @@
+import type { ToolResponse } from '@/tools/types'
+
+/** Params shared by every Zoho tool: the OAuth token and the account's region. */
+export interface ZohoBaseParams {
+  accessToken: string
+  dataCenter?: string
+}
+
+/** Params shared by every Zoho Desk tool — Desk requires an `orgId` header. */
+export interface ZohoDeskBaseParams extends ZohoBaseParams {
+  orgId: string
+}
+
+/**
+ * Pagination block returned by CRM list/search endpoints.
+ * @see https://www.zoho.com/crm/developer/docs/api/v8/get-records.html
+ */
+export interface ZohoCrmPageInfo {
+  page: number | null
+  perPage: number | null
+  count: number | null
+  moreRecords: boolean
+}
+
+export const ZOHO_CRM_PAGE_INFO_OUTPUT = {
+  type: 'object' as const,
+  description: 'Pagination metadata returned by Zoho CRM',
+  properties: {
+    page: { type: 'number' as const, description: 'Current page number', optional: true },
+    perPage: { type: 'number' as const, description: 'Records requested per page', optional: true },
+    count: {
+      type: 'number' as const,
+      description: 'Number of records in this page',
+      optional: true,
+    },
+    moreRecords: { type: 'boolean' as const, description: 'Whether further pages are available' },
+  },
+}
+
+/** A CRM write result entry, as returned in the `data` array of insert/update/upsert. */
+export interface ZohoCrmWriteResult {
+  id: string | null
+  code: string | null
+  status: string | null
+  message: string | null
+}
+
+export const ZOHO_CRM_WRITE_RESULT_OUTPUT = {
+  type: 'array' as const,
+  description: 'Per-record results returned by Zoho CRM',
+  properties: {
+    id: { type: 'string' as const, description: 'Record ID', optional: true },
+    code: {
+      type: 'string' as const,
+      description: 'Zoho result code (e.g. SUCCESS)',
+      optional: true,
+    },
+    status: { type: 'string' as const, description: 'Result status', optional: true },
+    message: {
+      type: 'string' as const,
+      description: 'Human-readable result message',
+      optional: true,
+    },
+  },
+}
+
+export interface ZohoCrmGetRecordsParams extends ZohoBaseParams {
+  module: string
+  recordId?: string
+  fields?: string
+  page?: string | number
+  perPage?: string | number
+  sortBy?: string
+  sortOrder?: string
+}
+
+export interface ZohoCrmGetRecordsResponse extends ToolResponse {
+  output: {
+    records: Record<string, unknown>[]
+    record?: Record<string, unknown> | null
+    info: ZohoCrmPageInfo
+  }
+}
+
+export interface ZohoCrmCreateRecordsParams extends ZohoBaseParams {
+  module: string
+  records: unknown
+  trigger?: string
+}
+
+export interface ZohoCrmWriteResponse extends ToolResponse {
+  output: {
+    results: ZohoCrmWriteResult[]
+  }
+}
+
+export interface ZohoCrmUpdateRecordParams extends ZohoBaseParams {
+  module: string
+  recordId: string
+  record: unknown
+  trigger?: string
+}
+
+export interface ZohoCrmUpsertRecordsParams extends ZohoBaseParams {
+  module: string
+  records: unknown
+  duplicateCheckFields?: string
+  trigger?: string
+}
+
+export interface ZohoCrmDeleteRecordParams extends ZohoBaseParams {
+  module: string
+  recordId: string
+  wfTrigger?: string
+}
+
+export interface ZohoCrmSearchRecordsParams extends ZohoBaseParams {
+  module: string
+  criteria?: string
+  email?: string
+  phone?: string
+  word?: string
+  fields?: string
+  page?: string | number
+  perPage?: string | number
+}
+
+export interface ZohoCrmCoqlQueryParams extends ZohoBaseParams {
+  selectQuery: string
+}
+
+export interface ZohoCrmCoqlQueryResponse extends ToolResponse {
+  output: {
+    records: Record<string, unknown>[]
+    info: ZohoCrmPageInfo
+  }
+}
+
+export interface ZohoCrmGetModulesParams extends ZohoBaseParams {}
+
+export interface ZohoCrmGetModulesResponse extends ToolResponse {
+  output: {
+    modules: Array<{
+      apiName: string | null
+      moduleName: string | null
+      id: string | null
+      pluralLabel: string | null
+      singularLabel: string | null
+      creatable: boolean | null
+      editable: boolean | null
+      deletable: boolean | null
+    }>
+  }
+}
+
+export interface ZohoCrmGetFieldsParams extends ZohoBaseParams {
+  module: string
+}
+
+export interface ZohoCrmGetFieldsResponse extends ToolResponse {
+  output: {
+    fields: Array<{
+      apiName: string | null
+      displayLabel: string | null
+      dataType: string | null
+      id: string | null
+      required: boolean | null
+      readOnly: boolean | null
+      length: number | null
+    }>
+  }
+}
+
+export interface ZohoCrmGetUsersParams extends ZohoBaseParams {
+  type?: string
+  page?: string | number
+  perPage?: string | number
+}
+
+export interface ZohoCrmGetUsersResponse extends ToolResponse {
+  output: {
+    users: Record<string, unknown>[]
+    info: ZohoCrmPageInfo
+  }
+}
+
+export interface ZohoCrmAddNoteParams extends ZohoBaseParams {
+  parentId: string
+  seModule: string
+  noteTitle?: string
+  noteContent: string
+}
+
+export type ZohoCrmResponse =
+  | ZohoCrmGetRecordsResponse
+  | ZohoCrmWriteResponse
+  | ZohoCrmCoqlQueryResponse
+  | ZohoCrmGetModulesResponse
+  | ZohoCrmGetFieldsResponse
+  | ZohoCrmGetUsersResponse
diff --git a/apps/sim/tools/zoho/utils.ts b/apps/sim/tools/zoho/utils.ts
new file mode 100644
index 00000000000..be49435be0d
--- /dev/null
+++ b/apps/sim/tools/zoho/utils.ts
@@ -0,0 +1,192 @@
+import { truncate } from '@sim/utils/string'
+
+/**
+ * Zoho data centers Sim supports.
+ *
+ * Zoho is multi-DC: a user's account lives in exactly one region, and every API
+ * host is region-scoped. Zoho's guidance is to never hardcode a single region —
+ * the token response carries an `api_domain` naming the caller's CRM host.
+ * Sim cannot persist that value (the shared Better Auth `account` table has no
+ * column for provider-specific token fields), so the region is selected on the
+ * block instead and resolved to hosts here.
+ *
+ * Only regions whose CRM *and* Desk hosts are confirmed in Zoho's own
+ * documentation are listed. CA and SA are deliberately absent: Zoho's accounts
+ * docs give `accounts.zohocloud.ca` while the Desk SDK uses `accounts.zoho.ca`,
+ * and neither source states their CRM API host.
+ *
+ * @see https://www.zoho.com/crm/developer/docs/api/v8/multi-dc.html
+ */
+export const ZOHO_DATA_CENTERS = {
+  us: { crm: 'https://www.zohoapis.com', desk: 'https://desk.zoho.com' },
+  eu: { crm: 'https://www.zohoapis.eu', desk: 'https://desk.zoho.eu' },
+  in: { crm: 'https://www.zohoapis.in', desk: 'https://desk.zoho.in' },
+  au: { crm: 'https://www.zohoapis.com.au', desk: 'https://desk.zoho.com.au' },
+  jp: { crm: 'https://www.zohoapis.jp', desk: 'https://desk.zoho.jp' },
+} as const
+
+export type ZohoDataCenter = keyof typeof ZOHO_DATA_CENTERS
+
+const DEFAULT_DATA_CENTER: ZohoDataCenter = 'us'
+
+/** Zoho CRM API version pinned across every CRM tool. */
+export const ZOHO_CRM_API_VERSION = 'v8'
+
+function resolveDataCenter(dataCenter?: string): ZohoDataCenter {
+  const normalized = dataCenter?.trim().toLowerCase()
+  if (normalized && normalized in ZOHO_DATA_CENTERS) {
+    return normalized as ZohoDataCenter
+  }
+  return DEFAULT_DATA_CENTER
+}
+
+/**
+ * Returns the CRM API base URL (including version segment) for a data center.
+ * Falls back to the US region when unset or unrecognized.
+ */
+export function getCrmBaseUrl(dataCenter?: string): string {
+  return `${ZOHO_DATA_CENTERS[resolveDataCenter(dataCenter)].crm}/crm/${ZOHO_CRM_API_VERSION}`
+}
+
+/**
+ * Returns the Desk API base URL (including the `/api/v1` segment) for a data
+ * center. Falls back to the US region when unset or unrecognized.
+ */
+export function getDeskBaseUrl(dataCenter?: string): string {
+  return `${ZOHO_DATA_CENTERS[resolveDataCenter(dataCenter)].desk}/api/v1`
+}
+
+/**
+ * Zoho authenticates with a bespoke scheme rather than `Bearer`.
+ * @see https://www.zoho.com/crm/developer/docs/api/v8/access-refresh.html
+ */
+export function buildZohoHeaders(accessToken: string, orgId?: string): Record<string, string> {
+  const headers: Record<string, string> = {
+    Authorization: `Zoho-oauthtoken ${accessToken}`,
+    'Content-Type': 'application/json',
+  }
+  if (orgId?.trim()) {
+    headers.orgId = orgId.trim()
+  }
+  return headers
+}
+
+/**
+ * Trims a required identifier and throws when it is missing or whitespace-only,
+ * so a blank value can never collapse into an empty URL path segment and send a
+ * malformed request to Zoho.
+ */
+export function requireZohoId(value: string | undefined, label: string): string {
+  const trimmed = value?.trim()
+  if (!trimmed) {
+    throw new Error(`${label} is required.`)
+  }
+  return trimmed
+}
+
+/**
+ * Parses a JSON object supplied either as an object (from the LLM) or as a JSON
+ * string (from a block input), and rejects anything that is not a plain object.
+ */
+export function parseJsonObject(
+  value: unknown,
+  label: string
+): Record<string, unknown> | undefined {
+  if (value === undefined || value === null || value === '') return undefined
+  let parsed: unknown = value
+  if (typeof value === 'string') {
+    try {
+      parsed = JSON.parse(value)
+    } catch {
+      throw new Error(`${label} must be valid JSON.`)
+    }
+  }
+  if (typeof parsed !== 'object' || parsed === null || Array.isArray(parsed)) {
+    throw new Error(`${label} must be a JSON object.`)
+  }
+  return parsed as Record<string, unknown>
+}
+
+/**
+ * Coerces a numeric-ish param into a positive integer, clamped to `max`.
+ * Returns undefined when unset or unparseable so callers can omit the param.
+ */
+export function toPositiveInt(value: unknown, max: number): number | undefined {
+  if (value === undefined || value === null || value === '') return undefined
+  const parsed = Number(value)
+  if (!Number.isFinite(parsed) || parsed < 1) return undefined
+  return Math.min(Math.floor(parsed), max)
+}
+
+/**
+ * Appends only the defined entries of `params` to a URL's query string, so unset
+ * optional params never surface as empty values Zoho would reject.
+ */
+export function buildQuery(params: Record<string, string | number | undefined>): string {
+  const search = new URLSearchParams()
+  for (const [key, value] of Object.entries(params)) {
+    if (value === undefined || value === '') continue
+    search.set(key, String(value))
+  }
+  const query = search.toString()
+  return query ? `?${query}` : ''
+}
+
+/**
+ * Reads a Zoho response body as JSON, tolerating the empty bodies Zoho returns
+ * for "no matching records" — CRM answers `204 No Content` on an empty list or
+ * search, and Desk does the same, so a bare `response.json()` would throw on a
+ * perfectly successful call.
+ */
+export async function readZohoJson(response: Response): Promise<any> {
+  if (response.status === 204) return {}
+  const text = await response.text()
+  if (!text.trim()) return {}
+  try {
+    return JSON.parse(text)
+  } catch {
+    return { message: truncate(text, 500) }
+  }
+}
+
+/**
+ * Extracts a descriptive message from a Zoho error payload.
+ *
+ * CRM returns `{ code, message, status, details }`; Desk returns
+ * `{ errorCode, message }`. Both are handled, with an HTTP-status fallback.
+ */
+export function extractZohoErrorMessage(
+  data: unknown,
+  status: number,
+  defaultMessage: string
+): string {
+  const payload = data as
+    | { message?: unknown; code?: unknown; errorCode?: unknown; data?: unknown }
+    | undefined
+
+  const nested = Array.isArray(payload?.data) ? payload.data[0] : undefined
+  const record = (nested ?? payload) as
+    | { message?: unknown; code?: unknown; errorCode?: unknown }
+    | undefined
+
+  if (record && typeof record.message === 'string' && record.message.trim()) {
+    const code = record.code ?? record.errorCode
+    const suffix = typeof code === 'string' && code.trim() ? ` [${code}]` : ''
+    return `Zoho API Error (${status}): ${record.message}${suffix}`
+  }
+
+  switch (status) {
+    case 400:
+      return `Zoho API Error (400): Bad Request — the request was malformed or missing required parameters.`
+    case 401:
+      return `Zoho API Error (401): Unauthorized — the access token is invalid or expired. Please reconnect your Zoho account.`
+    case 403:
+      return `Zoho API Error (403): Forbidden — your Zoho account lacks permission, or the required OAuth scope was not granted.`
+    case 404:
+      return `Zoho API Error (404): Not Found — the requested record does not exist or is not visible to you.`
+    case 429:
+      return `Zoho API Error (429): Rate limit exceeded — too many API calls. Please retry later.`
+    default:
+      return `${defaultMessage} (HTTP ${status})`
+  }
+}
diff --git a/packages/testing/src/mocks/blocks.mock.ts b/packages/testing/src/mocks/blocks.mock.ts
index 1931b1cc740..8323c2b4f71 100644
--- a/packages/testing/src/mocks/blocks.mock.ts
+++ b/packages/testing/src/mocks/blocks.mock.ts
@@ -338,7 +338,25 @@ export const blocksMock = {
 
 /**
  * Pre-configured tools/utils mock for use with vi.mock('@/tools/utils', () => toolsUtilsMock).
+ *
+ * Only mocks the *executable* lookup. Code that reads a tool's shape now goes
+ * through `@/tools/metadata`, so mocking this alone leaves such code reading the
+ * real generated artifacts — see {@link toolsMetadataMock}.
  */
 export const toolsUtilsMock = {
   getTool: createMockGetTool(),
 }
+
+/**
+ * Pre-configured metadata mock for use with
+ * `vi.mock('@/tools/metadata', () => toolsMetadataMock)`.
+ *
+ * Backed by the same `mockToolConfigs` as {@link toolsUtilsMock}, so a test that
+ * mocks both sees one consistent tool universe. Mock this wherever the code under
+ * test reads `params`, `outputs` or `name` — mocking `@/tools/utils` there is a
+ * no-op that only appears to work because the real artifacts happen to agree.
+ */
+export const toolsMetadataMock = {
+  getToolMetadata: createMockGetTool(),
+  getToolParams: (toolId: string) => createMockGetTool()(toolId)?.params,
+}
diff --git a/packages/testing/src/mocks/index.ts b/packages/testing/src/mocks/index.ts
index 40de62426f4..7ef622c4d61 100644
--- a/packages/testing/src/mocks/index.ts
+++ b/packages/testing/src/mocks/index.ts
@@ -33,6 +33,7 @@ export {
   createMockGetTool,
   mockBlockConfigs,
   mockToolConfigs,
+  toolsMetadataMock,
   toolsUtilsMock,
 } from './blocks.mock'
 // Copilot HTTP mocks (for @/lib/copilot/request/http)
diff --git a/scripts/sync-tool-metadata.ts b/scripts/sync-tool-metadata.ts
index d5be23ed54a..83190ebf110 100644
--- a/scripts/sync-tool-metadata.ts
+++ b/scripts/sync-tool-metadata.ts
@@ -17,9 +17,14 @@
  * a single consumer — keeping it separate means callers that only need `params`
  * or an id check don't pay for it:
  *
+ *   tools/generated/tool-ids.ts        every registered tool id
  *   tools/generated/tool-metadata.ts   id -> { name, description, version, params, oauth }
  *   tools/generated/tool-outputs.ts    id -> outputs
  *
+ * Ids are their own artifact because resolving a possibly-unversioned tool name
+ * needs only the key set, and an existence check needs nothing more — so those
+ * callers load ~100 KB instead of ~4 MB.
+ *
  * Each artifact holds its data as one JSON string parsed at runtime — see
  * `serialize()` for why an imported `.json` or an object literal is not viable
  * at this size.
@@ -32,11 +37,14 @@ import { mkdir, readFile, writeFile } from 'node:fs/promises'
 import { dirname, resolve } from 'node:path'
 import { fileURLToPath } from 'node:url'
 import { tools } from '../apps/sim/tools/registry'
+import { hasToolId } from '../apps/sim/tools/tool-ids'
 import type { ToolConfig } from '../apps/sim/tools/types'
+import { getTool } from '../apps/sim/tools/utils'
 
 const SCRIPT_DIR = dirname(fileURLToPath(import.meta.url))
 const ROOT = resolve(SCRIPT_DIR, '..')
 const GENERATED_DIR = resolve(ROOT, 'apps/sim/tools/generated')
+const IDS_PATH = resolve(GENERATED_DIR, 'tool-ids.ts')
 const METADATA_PATH = resolve(GENERATED_DIR, 'tool-metadata.ts')
 const OUTPUTS_PATH = resolve(GENERATED_DIR, 'tool-outputs.ts')
 
@@ -141,6 +149,12 @@ function build(registry: ToolRecord) {
   }
 
   return {
+    ids: serializeValue(
+      Object.keys(metadata),
+      'toolIds',
+      '/** Every registered tool id, including versioned variants. */',
+      'string[]'
+    ),
     metadata: serialize(
       metadata,
       'toolMetadata',
@@ -192,12 +206,16 @@ function toJsStringLiteral(json: string): string {
  * generated artifact nothing reads by eye and CI verifies wholesale.
  */
 function serialize(entries: Record<string, unknown>, exportName: string, doc: string): string {
-  const literal = toJsStringLiteral(JSON.stringify(entries))
+  return serializeValue(entries, exportName, doc, 'Record<string, unknown>')
+}
+
+function serializeValue(value: unknown, exportName: string, doc: string, type: string): string {
+  const literal = toJsStringLiteral(JSON.stringify(value))
   return `// Generated by scripts/sync-tool-metadata.ts — do not edit.
 // Regenerate with: bun run tool-metadata:generate
 
 ${doc}
-const ${exportName}: Record<string, unknown> = JSON.parse(
+const ${exportName}: ${type} = JSON.parse(
   ${literal}
 )
 
@@ -205,24 +223,57 @@ export default ${exportName}
 `
 }
 
+/**
+ * Asserts the two tool-id resolvers agree.
+ *
+ * `@/tools/utils` resolves against the live registry; `@/tools/tool-ids` against
+ * the generated id list. Both exist deliberately — the registry-backed one keeps
+ * a newly-added tool resolvable before regeneration, the list-backed one lets
+ * client code resolve without importing 4,300 tools. Nothing structurally keeps
+ * the two in step, so it is checked here rather than left to trust.
+ *
+ * Runs only after the staleness check passes, since a stale id list would
+ * otherwise report a divergence that is really just a missing regeneration. It
+ * cannot live in a vitest suite: `vitest.setup.ts` globally mocks
+ * `@/tools/registry` to an empty map, so `getTool` resolves nothing there.
+ */
+function assertResolverParity() {
+  const ids = Object.keys(tools)
+  const probes = new Set([...ids, ...ids.map((id) => id.replace(/_v\d+$/, '')), '__not_a_tool__'])
+  const divergent: string[] = []
+  for (const probe of probes) {
+    if (Boolean(getTool(probe)) !== hasToolId(probe)) divergent.push(probe)
+  }
+  if (divergent.length > 0) {
+    throw new Error(
+      `Tool id resolvers disagree on ${divergent.length} of ${probes.size} names ` +
+        `(e.g. ${divergent.slice(0, 5).join(', ')}).\n` +
+        'resolveToolId in apps/sim/tools/utils.ts and apps/sim/tools/tool-ids.ts have drifted.'
+    )
+  }
+}
+
 async function main() {
   const checkOnly = process.argv.includes('--check')
-  const { metadata, outputs, toolCount } = build(tools as ToolRecord)
+  const { ids, metadata, outputs, toolCount } = build(tools as ToolRecord)
 
   if (checkOnly) {
-    const [existingMetadata, existingOutputs] = await Promise.all([
+    const [existingIds, existingMetadata, existingOutputs] = await Promise.all([
+      readFile(IDS_PATH, 'utf8').catch(() => null),
       readFile(METADATA_PATH, 'utf8').catch(() => null),
       readFile(OUTPUTS_PATH, 'utf8').catch(() => null),
     ])
-    if (existingMetadata !== metadata || existingOutputs !== outputs) {
+    if (existingIds !== ids || existingMetadata !== metadata || existingOutputs !== outputs) {
       throw new Error('Generated tool metadata is stale. Run: bun run tool-metadata:generate')
     }
-    console.log(`✓ tool metadata in sync (${toolCount} tools)`)
+    assertResolverParity()
+    console.log(`✓ tool metadata in sync (${toolCount} tools), resolvers agree`)
     return
   }
 
   await mkdir(GENERATED_DIR, { recursive: true })
   await Promise.all([
+    writeFile(IDS_PATH, ids, 'utf8'),
     writeFile(METADATA_PATH, metadata, 'utf8'),
     writeFile(OUTPUTS_PATH, outputs, 'utf8'),
   ])

From e8894a8764ef54352658757b77ad2d955c6707f6 Mon Sep 17 00:00:00 2001
From: Waleed <walif6@gmail.com>
Date: Sat, 1 Aug 2026 11:27:37 -0700
Subject: [PATCH 06/30] perf(tools): guard the tool-registry client boundary in
 CI (#6156)
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

* perf(tools): guard the tool-registry client boundary in CI

The registry was 71-82% of every workspace route's module graph, and the two
edges that put it there were invisible at the call site: `providers/utils.ts`
imported `mergeToolParameters`, and `mcp-dynamic-args.tsx` imported
`formatParameterLabel`. Neither import looks remotely like "pull in 4,700
modules of SDK clients", which is why this needs a lint rather than a convention.

`check-tool-registry-boundary.ts` walks the value-import graph (skipping
`import type`, which is erased) from the workspace layout and the four routes
that mount inside it, and fails if `@/tools/registry` is reachable — printing
the exact chain that reintroduced it.

Verified it fails: reintroducing a `getTool` import in `serializer/index.ts`
exits 1 and names the chain through `stores/workflow-diff/store.ts`; removing it
returns to 0.

There is deliberately no allowlist. The fix for a failure is always to move the
symbol the file actually needs into a registry-free module, not to exempt the
route.

Documents the guard in the tool-registry-boundary skill.

* fix(tools): close two edge-detection gaps in the registry boundary guard

Review found the walker missed two forms, both verified against a matrix of
every import/export shape:

  export * as ns from '…'   namespace re-export — the star branch had no alias
  import('…')               dynamic import

A dynamic import splits the registry into its own chunk rather than the route's
initial one, so it does not show up in cold-compile time — but it still puts
4,300 tools' worth of executable config on a client path, which is what this
guard exists to prevent. It counts as reaching the registry. No such import
exists today; this is purely closing the hole.

Adding both raised the measured counts (tables 1,217 -> 1,261, files
1,310 -> 1,419) because lazily-loaded modules are now counted. The registry
stays unreachable from all five entries.

Also checked and rejected: side-effect imports (`import '@/x'`) were reported as
missed, but are matched both standalone and after another import — the `from`
clause is already optional.

* fix(tools): resolve extensionful specifiers in the boundary guard

`resolveSpecifier` probed `base + ext` and `base/index + ext` but never `base`
itself, so an already-extensioned specifier resolved to null and its edge
vanished from the walk — `import { tools } from '@/tools/registry.ts'` would
have passed the guard silently.

Not theoretical: `executor/execution/block-executor.ts` already imports
`@/executor/human-in-the-loop/utils.ts` with the extension, so real edges were
being dropped. Counts rise slightly now that they are followed (canvas
2,023 -> 2,029).

Verified: the extensionful import exits 1, and removing it returns to 0.

* fix(tools): discover guard entries instead of listing them

Review caught the guard checking the wrong shell: it named
`app/workspace/layout.tsx` as "the shared shell every route mounts inside", but
that file only wraps `SocketProvider`. The real shell is
`app/workspace/[workspaceId]/layout.tsx`, which pulls in `WorkspaceChrome`, the
loaders and the providers — and it was never checked.

Worse, layouts are composed by Next.js convention rather than imported, so a
page's graph never reaches its layout at all. Walking pages alone left every
layout module outside the guard.

So entries are now discovered: every `page.tsx` and `layout.tsx` under
`app/workspace`, 35 of them instead of a hand-written 5. A list goes stale
silently; discovery cannot. Refuses to pass vacuously if the walk finds none.

Immediately found a real edge the hand-written list had missed — the settings
route reaching the registry through a dynamically-imported access-control panel
(fixed in the previous commit). Full walk takes ~2s.

Also restores the extensionful-specifier fix, which a bad merge had dropped from
this file. Re-verified both directions: an extensionful `@/tools/registry.ts`
import exits 1, removing it returns to 0.

* fix(tools): restore the dynamic-import and namespace-alias edge detection

A bad merge during a rebase reverted this file to a pre-fix revision, silently
dropping `DYNAMIC_IMPORT_RE` and the `export * as ns from` alias branch that
earlier commits on this branch had already added. The guard still passed, which
is the worst way for a lint to break — it simply stopped following edges.

Caught it because the per-route counts fell after the rebase (files
1,424 -> 1,314, logs 1,610 -> 1,545) rather than staying put. A guard that
reports fewer modules after a no-op merge is not passing, it is blind.

Now verified against every bypass form rather than the one I happened to think
of, so a future regression of this kind fails loudly:

  CAUGHT  extensionful    import { tools } from '@/tools/registry.ts'
  CAUGHT  dynamic         import('@/tools/registry')
  CAUGHT  ns re-export    export * as ns from '@/tools/registry'
  CAUGHT  side-effect     import '@/tools/registry'
  CAUGHT  plain named     import { tools } from '@/tools/registry'
  clean tree passes

* fix(tools): traverse require() edges in the boundary guard

Review flagged `require()` as an untraversed edge form, and it is not
hypothetical here — this codebase uses lazy `require('@/…')` to break import
cycles, including from a client-reachable file (`tools/params.ts` reaches
`@/blocks` that way). Those edges are as real as static imports; a `require` of
the registry would have walked straight past the guard.

The audit now covers every form a module can be reached by, each verified rather
than assumed:

  CAUGHT  plain named     import { tools } from '@/tools/registry'
  CAUGHT  side-effect     import '@/tools/registry'
  CAUGHT  extensionful    import { tools } from '@/tools/registry.ts'
  CAUGHT  ns re-export    export * as ns from '@/tools/registry'
  CAUGHT  dynamic         import('@/tools/registry')
  CAUGHT  require         require('@/tools/registry')
  clean tree passes

No new violations surfaced — the 35 guarded page/layout graphs stay clean with
require edges followed.
---
 .../skills/tool-registry-boundary/SKILL.md    |   7 +
 .claude/commands/tool-registry-boundary.md    |   7 +
 .cursor/commands/tool-registry-boundary.md    |   7 +
 .github/workflows/test-build.yml              |   3 +
 package.json                                  |   1 +
 scripts/check-tool-registry-boundary.ts       | 204 ++++++++++++++++++
 6 files changed, 229 insertions(+)
 create mode 100644 scripts/check-tool-registry-boundary.ts

diff --git a/.agents/skills/tool-registry-boundary/SKILL.md b/.agents/skills/tool-registry-boundary/SKILL.md
index ef1c0f90a78..a1463f1c8fa 100644
--- a/.agents/skills/tool-registry-boundary/SKILL.md
+++ b/.agents/skills/tool-registry-boundary/SKILL.md
@@ -60,6 +60,13 @@ vi.mock('@/tools/metadata', () => toolsMetadataMock) // params / outputs / name
 ```
 
 Both are backed by the same `mockToolConfigs`, so mocking both gives one consistent tool universe. If you are unsure whether a mock is load-bearing, change a fixture value to a sentinel and confirm the test fails.
+## The guard
+
+`bun run check:tool-registry-boundary` (CI: "Tool registry client-boundary audit") walks the module graph from each workspace route and fails if `@/tools/registry` is reachable, printing the exact import chain that reintroduced it.
+
+If it fails, do not add the entry to an allowlist — there isn't one. Find the symbol the offending file actually needs and move it to a registry-free module, exactly as `mergeToolParameters` and `formatParameterLabel` were.
+
+Run it with `--verbose` to print per-route module counts, which is also the quickest way to see whether a change moved the graph.
 
 ## How to verify an edge actually got cut
 
diff --git a/.claude/commands/tool-registry-boundary.md b/.claude/commands/tool-registry-boundary.md
index b189047c046..676fa256cbc 100644
--- a/.claude/commands/tool-registry-boundary.md
+++ b/.claude/commands/tool-registry-boundary.md
@@ -59,6 +59,13 @@ vi.mock('@/tools/metadata', () => toolsMetadataMock) // params / outputs / name
 ```
 
 Both are backed by the same `mockToolConfigs`, so mocking both gives one consistent tool universe. If you are unsure whether a mock is load-bearing, change a fixture value to a sentinel and confirm the test fails.
+## The guard
+
+`bun run check:tool-registry-boundary` (CI: "Tool registry client-boundary audit") walks the module graph from each workspace route and fails if `@/tools/registry` is reachable, printing the exact import chain that reintroduced it.
+
+If it fails, do not add the entry to an allowlist — there isn't one. Find the symbol the offending file actually needs and move it to a registry-free module, exactly as `mergeToolParameters` and `formatParameterLabel` were.
+
+Run it with `--verbose` to print per-route module counts, which is also the quickest way to see whether a change moved the graph.
 
 ## How to verify an edge actually got cut
 
diff --git a/.cursor/commands/tool-registry-boundary.md b/.cursor/commands/tool-registry-boundary.md
index bd34138951d..d560d4f40e5 100644
--- a/.cursor/commands/tool-registry-boundary.md
+++ b/.cursor/commands/tool-registry-boundary.md
@@ -55,6 +55,13 @@ vi.mock('@/tools/metadata', () => toolsMetadataMock) // params / outputs / name
 ```
 
 Both are backed by the same `mockToolConfigs`, so mocking both gives one consistent tool universe. If you are unsure whether a mock is load-bearing, change a fixture value to a sentinel and confirm the test fails.
+## The guard
+
+`bun run check:tool-registry-boundary` (CI: "Tool registry client-boundary audit") walks the module graph from each workspace route and fails if `@/tools/registry` is reachable, printing the exact import chain that reintroduced it.
+
+If it fails, do not add the entry to an allowlist — there isn't one. Find the symbol the offending file actually needs and move it to a registry-free module, exactly as `mergeToolParameters` and `formatParameterLabel` were.
+
+Run it with `--verbose` to print per-route module counts, which is also the quickest way to see whether a change moved the graph.
 
 ## How to verify an edge actually got cut
 
diff --git a/.github/workflows/test-build.yml b/.github/workflows/test-build.yml
index ce9c59fb040..c072d19f149 100644
--- a/.github/workflows/test-build.yml
+++ b/.github/workflows/test-build.yml
@@ -153,6 +153,9 @@ jobs:
       - name: Verify realtime prune graph
         run: bun run check:realtime-prune
 
+      - name: Tool registry client-boundary audit
+        run: bun run check:tool-registry-boundary
+
       - name: Verify generated tool metadata is in sync
         run: bun run tool-metadata:check
 
diff --git a/package.json b/package.json
index 6609b297c62..2ffb8b66c42 100644
--- a/package.json
+++ b/package.json
@@ -30,6 +30,7 @@
     "check:api-validation": "bun run scripts/check-api-validation-contracts.ts --check",
     "check:api-validation:strict": "bun run scripts/check-api-validation-contracts.ts --check --enforce-boundary-baseline",
     "check:realtime-prune": "bun run scripts/check-realtime-prune-graph.ts",
+    "check:tool-registry-boundary": "bun run scripts/check-tool-registry-boundary.ts",
     "check:zustand-v5": "bun run scripts/check-zustand-v5-selectors.ts",
     "check:react-query": "bun run scripts/check-react-query-patterns.ts --check",
     "check:client-boundary": "bun run scripts/check-client-boundary-imports.ts --check",
diff --git a/scripts/check-tool-registry-boundary.ts b/scripts/check-tool-registry-boundary.ts
new file mode 100644
index 00000000000..e2d33bf862c
--- /dev/null
+++ b/scripts/check-tool-registry-boundary.ts
@@ -0,0 +1,204 @@
+#!/usr/bin/env bun
+/**
+ * Fails if a workspace route can reach the executable tool registry.
+ *
+ * `@/tools/registry` is a barrel over 4,300+ tools whose `ToolConfig`s hold
+ * closures (`request.headers`, `transformResponse`, `directExecution`). Those
+ * closures reach every integration's SDK client and parser, so reaching the
+ * barrel costs ~4,700 modules — it was 71-82% of every workspace route's module
+ * graph until those edges were cut.
+ *
+ * Client-reachable code reads `@/tools/metadata`, `@/tools/metadata-outputs` or
+ * `@/tools/tool-ids` instead. See
+ * `.agents/skills/tool-registry-boundary/SKILL.md`.
+ *
+ * This regresses silently and cheaply: any file under a route can import one
+ * helper from a module that happens to import `getTool`, and the whole registry
+ * comes back. That is exactly how it got there — `providers/utils.ts` pulled it
+ * in through `mergeToolParameters`, and `mcp-dynamic-args.tsx` through
+ * `formatParameterLabel`. Neither import looks remotely suspicious at the call
+ * site, which is why this is a lint and not a convention.
+ *
+ * Usage:
+ *   bun run scripts/check-tool-registry-boundary.ts
+ *   bun run scripts/check-tool-registry-boundary.ts --verbose   # print counts
+ */
+import { existsSync, readdirSync, readFileSync, statSync } from 'node:fs'
+import { dirname, join, relative, resolve } from 'node:path'
+import { fileURLToPath } from 'node:url'
+
+const SCRIPT_DIR = dirname(fileURLToPath(import.meta.url))
+const ROOT = resolve(SCRIPT_DIR, '..')
+const APP = join(ROOT, 'apps/sim')
+
+/** Module no client-reachable entry may reach. */
+const FORBIDDEN = join(APP, 'tools/registry.ts')
+
+/**
+ * Root the guard walks: every `page.tsx` and `layout.tsx` under the workspace app.
+ *
+ * Discovered rather than listed. A hardcoded list goes stale silently — the
+ * first version of this guard named `app/workspace/layout.tsx` as "the shared
+ * shell", but that file only wraps `SocketProvider`; the real shell is
+ * `app/workspace/[workspaceId]/layout.tsx`, which was never checked.
+ *
+ * Layouts must be enumerated separately because Next.js composes them by
+ * convention — a page does not `import` its layout, so walking pages alone never
+ * reaches layout modules even though every route pays for them.
+ */
+const ENTRY_ROOT = 'app/workspace'
+const ENTRY_FILENAMES = new Set(['page.tsx', 'layout.tsx'])
+
+function collectEntries(dir: string, found: string[] = []): string[] {
+  for (const entry of readdirSync(dir, { withFileTypes: true })) {
+    const full = join(dir, entry.name)
+    if (entry.isDirectory()) collectEntries(full, found)
+    else if (ENTRY_FILENAMES.has(entry.name)) found.push(relative(APP, full))
+  }
+  return found
+}
+
+const EXTENSIONS = ['.ts', '.tsx', '.js', '.jsx', '.mjs']
+
+/**
+ * Matches value imports and re-exports, skipping `import type` and
+ * `export type` — a type-only edge is erased at compile time and costs nothing.
+ *
+ * `REEXPORT_RE` allows an alias after the star so `export * as ns from` is not
+ * missed, and `DYNAMIC_IMPORT_RE` covers `import('…')`. A dynamic import splits
+ * the registry into its own chunk rather than the route's initial one, but it
+ * still puts 4,300 tools' worth of executable config on a client path, so it
+ * counts as reaching it — and the settings route's registry edge hid behind
+ * exactly such an import.
+ *
+ * `REQUIRE_RE` matters for the same reason: this codebase uses lazy
+ * `require('@/…')` to break import cycles (`tools/params.ts` reaches `@/blocks`
+ * that way), and those edges are as real as static ones.
+ */
+const IMPORT_RE = /(?:^|\n)\s*import\s+(?!type\b)(?:[\s\S]*?from\s*)?['"]([^'"]+)['"]/g
+const REEXPORT_RE =
+  /(?:^|\n)\s*export\s+(?!type\b)(?:\*(?:\s+as\s+[\w$]+)?|\{[\s\S]*?\})\s*from\s*['"]([^'"]+)['"]/g
+const DYNAMIC_IMPORT_RE = /\bimport\s*\(\s*['"]([^'"]+)['"]\s*\)/g
+const REQUIRE_RE = /\brequire\s*\(\s*['"]([^'"]+)['"]\s*\)/g
+
+/** Resolves `@/` and relative specifiers. Bare package specifiers are ignored. */
+function resolveSpecifier(specifier: string, importer: string): string | null {
+  let base: string
+  if (specifier.startsWith('@/')) base = join(APP, specifier.slice(2))
+  else if (specifier.startsWith('.')) base = resolve(dirname(importer), specifier)
+  else return null
+
+  // An already-extensioned specifier (`@/tools/registry.ts`) resolves as-is.
+  // Probing only `base + ext` would miss it and silently drop the edge — and
+  // extensionful `@/` imports do exist in this repo.
+  if (existsSync(base) && statSync(base).isFile()) return base
+
+  for (const ext of EXTENSIONS) {
+    if (existsSync(base + ext)) return base + ext
+  }
+  if (existsSync(base) && statSync(base).isDirectory()) {
+    for (const ext of EXTENSIONS) {
+      const indexPath = join(base, `index${ext}`)
+      if (existsSync(indexPath)) return indexPath
+    }
+  }
+  return null
+}
+
+interface Walk {
+  reachable: Set<string>
+  importedBy: Map<string, string>
+}
+
+function walk(entry: string): Walk {
+  const reachable = new Set<string>()
+  const importedBy = new Map<string, string>()
+  const queue = [entry]
+  reachable.add(entry)
+
+  while (queue.length > 0) {
+    const file = queue.pop() as string
+    let source: string
+    try {
+      source = readFileSync(file, 'utf8')
+    } catch {
+      continue
+    }
+    for (const pattern of [IMPORT_RE, REEXPORT_RE, DYNAMIC_IMPORT_RE, REQUIRE_RE]) {
+      pattern.lastIndex = 0
+      let match = pattern.exec(source)
+      while (match !== null) {
+        const resolved = resolveSpecifier(match[1], file)
+        if (resolved && !reachable.has(resolved)) {
+          reachable.add(resolved)
+          importedBy.set(resolved, file)
+          queue.push(resolved)
+        }
+        match = pattern.exec(source)
+      }
+    }
+  }
+
+  return { reachable, importedBy }
+}
+
+/** Walks parent links back to the entry so the offending edge is obvious. */
+function explainChain({ importedBy }: Walk, target: string): string[] {
+  const chain: string[] = []
+  let current: string | undefined = target
+  while (current) {
+    chain.push(relative(ROOT, current))
+    current = importedBy.get(current)
+  }
+  return chain.reverse()
+}
+
+function main() {
+  const verbose = process.argv.includes('--verbose')
+  const failures: string[] = []
+
+  const entryRoot = join(APP, ENTRY_ROOT)
+  if (!existsSync(entryRoot)) {
+    console.error(`❌ ${ENTRY_ROOT} no longer exists — update ENTRY_ROOT in this script.`)
+    process.exit(1)
+  }
+  const entries = collectEntries(entryRoot).sort()
+  if (entries.length === 0) {
+    console.error(
+      `❌ No page/layout entries found under ${ENTRY_ROOT}. Refusing to pass vacuously.`
+    )
+    process.exit(1)
+  }
+
+  for (const entry of entries) {
+    const entryPath = join(APP, entry)
+    const result = walk(entryPath)
+    if (result.reachable.has(FORBIDDEN)) {
+      failures.push(entry)
+      console.error(`\n❌ ${entry} can reach @/tools/registry via:`)
+      for (const step of explainChain(result, FORBIDDEN)) {
+        console.error(`     ${step}`)
+      }
+    } else if (verbose) {
+      console.log(`✓ ${entry} — ${result.reachable.size} modules, registry unreachable`)
+    }
+  }
+
+  if (failures.length > 0) {
+    console.error(
+      `\n${failures.length} route(s) reach the executable tool registry, which adds ~4,700 modules to each.`
+    )
+    console.error(
+      'Read the metadata instead: `@/tools/metadata` (params), `@/tools/metadata-outputs`'
+    )
+    console.error(
+      '(outputs), or `@/tools/tool-ids` (existence/resolution). Only code that executes a tool'
+    )
+    console.error('may import `getTool`. See .agents/skills/tool-registry-boundary/SKILL.md.')
+    process.exit(1)
+  }
+
+  console.log(`✓ tool registry stays out of ${entries.length} workspace page/layout graphs`)
+}
+
+main()

From 03649e934c33fed9c7c08f454a8227c643e24afe Mon Sep 17 00:00:00 2001
From: Waleed <walif6@gmail.com>
Date: Sat, 1 Aug 2026 11:27:38 -0700
Subject: [PATCH 07/30] refactor(dev): remove the minimal-registry escape hatch
 (#6163)
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

* refactor(dev): remove the minimal-registry escape hatch

`dev:minimal` existed because the tool registry was 71-82% of every workspace
route's module graph and aliasing it away was the only way to make dev bearable.
The metadata work removed that reason, so the hatch now buys almost nothing:

  before this stack   31.7s -> 20.0s cold  (-37%)
  after this stack    22.9s -> 20.7s cold  (-10%)

A 10% cold-compile win, on the run that happens once — restarts are ~4.2s either
way — is not worth what it costs. `tools/registry.minimal.ts` and
`blocks/registry-maps.minimal.ts` are 283 lines of hand-curated duplicates of the
real registries that **nothing keeps in sync** (no lint, no CI check, no test);
they are correct today only because someone remembered. And the mode is actively
misleading: it silently drops ~250 services and ~280 blocks, so anything
reproduced under it may not reproduce for real.

Removes both files, the `SIM_DEV_MINIMAL_REGISTRY` branch from `next.config.ts`
(including the whole `webpack()` hook, which existed only for this), and the
`dev:minimal` / `dev:full:minimal-registry` scripts.

Verified after removal: `tsc` clean, boundary + metadata + skills + monorepo
gates pass, and `next dev` starts and serves the canvas at 22.6s cold / HTTP 200.

* fix(setup): stop the wizard offering the removed minimal-registry mode

The setup wizard prompted for a dev server on machines under 16GB and
**defaulted** to `dev:full:minimal-registry` — a script this stack deletes.
Anyone running `bun run setup` on a low-RAM machine would have accepted the
default and hit "Script not found", which is exactly the contributor the mode
existed to help.

Repointed at `dev:full:capped`, which still exists and caps Node at 4GB without
dropping ~250 integrations — a strictly better answer to the same question.

The hints were also stale: they warned the full registry "can use 4-5GB+ on its
own", which was true when a dev server sat at 11.5GB. It now sits at ~4GB, so
they say that instead.

Missed by an earlier sweep because the pattern searched for `dev:minimal` and
`registry.minimal`, and this string is `dev:full:minimal-registry` — the two
halves reversed. Re-swept across every file type for all spellings: zero
references remain. Also audited every script value the wizard can return, so the
class of bug is checked, not just this instance.
---
 apps/sim/blocks/registry-maps.minimal.ts |  93 -----------
 apps/sim/next.config.ts                  |  42 -----
 apps/sim/package.json                    |   1 -
 apps/sim/tools/registry.minimal.ts       | 190 -----------------------
 package.json                             |   1 -
 scripts/setup/modes/dev.ts               |  12 +-
 6 files changed, 6 insertions(+), 333 deletions(-)
 delete mode 100644 apps/sim/blocks/registry-maps.minimal.ts
 delete mode 100644 apps/sim/tools/registry.minimal.ts

diff --git a/apps/sim/blocks/registry-maps.minimal.ts b/apps/sim/blocks/registry-maps.minimal.ts
deleted file mode 100644
index 39ab88a9ed1..00000000000
--- a/apps/sim/blocks/registry-maps.minimal.ts
+++ /dev/null
@@ -1,93 +0,0 @@
-import { A2ABlock } from '@/blocks/blocks/a2a'
-import { AgentBlock } from '@/blocks/blocks/agent'
-import { ApiBlock } from '@/blocks/blocks/api'
-import { ConditionBlock } from '@/blocks/blocks/condition'
-import { CredentialBlock } from '@/blocks/blocks/credential'
-import { DeploymentsBlock } from '@/blocks/blocks/deployments'
-import { EnrichmentBlock } from '@/blocks/blocks/enrichment'
-import { EvaluatorBlock } from '@/blocks/blocks/evaluator'
-import { FileV5Block } from '@/blocks/blocks/file'
-import { FunctionBlock } from '@/blocks/blocks/function'
-import { GenericWebhookBlock } from '@/blocks/blocks/generic_webhook'
-import { GmailV2Block } from '@/blocks/blocks/gmail'
-import { GuardrailsBlock } from '@/blocks/blocks/guardrails'
-import { HumanInTheLoopBlock } from '@/blocks/blocks/human_in_the_loop'
-import { ImapBlock } from '@/blocks/blocks/imap'
-import { KnowledgeBlock } from '@/blocks/blocks/knowledge'
-import { LogsV2Block } from '@/blocks/blocks/logs'
-import { McpBlock } from '@/blocks/blocks/mcp'
-import { MemoryBlock } from '@/blocks/blocks/memory'
-import { NoteBlock } from '@/blocks/blocks/note'
-import { ResponseBlock } from '@/blocks/blocks/response'
-import { RouterV2Block } from '@/blocks/blocks/router'
-import { RssBlock } from '@/blocks/blocks/rss'
-import { ScheduleBlock } from '@/blocks/blocks/schedule'
-import { SearchBlock } from '@/blocks/blocks/search'
-import { SimWorkspaceEventBlock } from '@/blocks/blocks/sim_workspace_event'
-import { SlackBlock, SlackV2Block } from '@/blocks/blocks/slack'
-import { StartTriggerBlock } from '@/blocks/blocks/start_trigger'
-import { TableBlock } from '@/blocks/blocks/table'
-import { TableV2Block } from '@/blocks/blocks/table_v2'
-import { TranslateBlock } from '@/blocks/blocks/translate'
-import { VariablesBlock } from '@/blocks/blocks/variables'
-import { WaitBlock } from '@/blocks/blocks/wait'
-import { WebhookRequestBlock } from '@/blocks/blocks/webhook_request'
-import { WorkflowInputBlock } from '@/blocks/blocks/workflow_input'
-import type { BlockConfig, BlockMeta } from '@/blocks/types'
-
-/**
- * Dev-only minimal block maps. Swapped in for `@/blocks/registry-maps` via a
- * resolve-alias when `SIM_DEV_MINIMAL_REGISTRY=1` (see next.config.ts) so the
- * dev server only compiles a curated core set of block configs instead of all
- * ~268. The set is drawn from the canonical, toolbar-visible blocks
- * (`category: 'blocks'` / `'triggers'`, not `hideFromToolbar`, always the latest
- * version — never a superseded one). The ~247 `category: 'tools'` integrations
- * are excluded (that is the heavy graph minimal mode exists to skip) — except
- * `slack`/`slack_v2` and `gmail_v2`, kept as the everyday integrations (their
- * tools are likewise included in `tools/registry.minimal.ts`) — and so are
- * a few heavy or rarely-core-dev blocks pruned by hand: `mothership` and `pi`
- * (chunkiest configs), the media blocks `tts` / `stt_v2` / `image_generator_v2`
- * / `video_generator_v3`, and the `circleback` meeting-notetaker integration
- * trigger. Only these blocks resolve in the editor/executor in minimal mode;
- * unset the flag for the full set. NEVER aliased in production.
- */
-export const BLOCK_REGISTRY: Record<string, BlockConfig> = {
-  a2a: A2ABlock,
-  agent: AgentBlock,
-  api: ApiBlock,
-  condition: ConditionBlock,
-  credential: CredentialBlock,
-  deployments: DeploymentsBlock,
-  enrichment: EnrichmentBlock,
-  evaluator: EvaluatorBlock,
-  file_v5: FileV5Block,
-  function: FunctionBlock,
-  gmail_v2: GmailV2Block,
-  generic_webhook: GenericWebhookBlock,
-  guardrails: GuardrailsBlock,
-  human_in_the_loop: HumanInTheLoopBlock,
-  imap: ImapBlock,
-  knowledge: KnowledgeBlock,
-  logs_v2: LogsV2Block,
-  mcp: McpBlock,
-  memory: MemoryBlock,
-  note: NoteBlock,
-  response: ResponseBlock,
-  router_v2: RouterV2Block,
-  rss: RssBlock,
-  schedule: ScheduleBlock,
-  search: SearchBlock,
-  sim_workspace_event: SimWorkspaceEventBlock,
-  slack: SlackBlock,
-  slack_v2: SlackV2Block,
-  start_trigger: StartTriggerBlock,
-  table: TableBlock,
-  table_v2: TableV2Block,
-  translate: TranslateBlock,
-  variables: VariablesBlock,
-  wait: WaitBlock,
-  webhook_request: WebhookRequestBlock,
-  workflow_input: WorkflowInputBlock,
-}
-
-export const BLOCK_META_REGISTRY: Record<string, BlockMeta> = {}
diff --git a/apps/sim/next.config.ts b/apps/sim/next.config.ts
index 356e564ae9a..735ea2aff5f 100644
--- a/apps/sim/next.config.ts
+++ b/apps/sim/next.config.ts
@@ -8,34 +8,6 @@ import {
   getWorkflowExecutionCSPPolicy,
 } from './lib/core/security/csp'
 
-/**
- * Dev-only escape hatch: when `SIM_DEV_MINIMAL_REGISTRY=1` (`bun run dev:minimal`),
- * swap the heavy block and tool registries for tiny curated variants via a
- * Turbopack/webpack resolve alias.
- *
- * The tool registry (4,351 entries across 261 service dirs) pulls ~5,907 modules
- * and is 68-78% of every workspace route's module graph; aliasing it away takes
- * `app/workspace/layout.tsx` from 5,916 modules to 1,255. Blocks are NOT a
- * co-equal cost - `blocks/registry-maps` alone accounts for ~349 modules and
- * mostly rides in behind the tool registry.
- *
- * It is reached through ONE choke point (`tools/utils.ts` → `@/tools/registry`)
- * fed by four redundant client-reachable edges: providers/utils → tools/params,
- * lib/workflows/blocks/block-outputs, lib/workflows/sanitization/validation, and
- * serializer/index. All four must be severed for any of them to matter, which is
- * why cutting only the providers/utils edge buys a single module.
- *
- * Only the curated core blocks/tools work in this mode. Never enabled in
- * production - the minimal variants genuinely drop ~250 services and ~280 blocks.
- */
-const useMinimalRegistry = isDev && process.env.SIM_DEV_MINIMAL_REGISTRY === '1'
-const minimalRegistryAlias: Record<string, string> = useMinimalRegistry
-  ? {
-      '@/tools/registry': './tools/registry.minimal.ts',
-      '@/blocks/registry-maps': './blocks/registry-maps.minimal.ts',
-    }
-  : {}
-
 /**
  * Marketing routes (`app/(landing)/**`, plus the root) exempted from COEP.
  *
@@ -77,20 +49,6 @@ const nextConfig: NextConfig = {
   productionBrowserSourceMaps: true,
   turbopack: {
     root: path.join(import.meta.dirname, '../..'),
-    resolveAlias: minimalRegistryAlias,
-  },
-  webpack: (config) => {
-    if (useMinimalRegistry) {
-      config.resolve.alias = {
-        ...config.resolve.alias,
-        '@/tools/registry$': path.resolve(import.meta.dirname, 'tools/registry.minimal.ts'),
-        '@/blocks/registry-maps$': path.resolve(
-          import.meta.dirname,
-          'blocks/registry-maps.minimal.ts'
-        ),
-      }
-    }
-    return config
   },
   images: {
     formats: ['image/avif', 'image/webp'],
diff --git a/apps/sim/package.json b/apps/sim/package.json
index 9ceebd08d2f..8c80ad3436b 100644
--- a/apps/sim/package.json
+++ b/apps/sim/package.json
@@ -9,7 +9,6 @@
   },
   "scripts": {
     "dev": "bun run dev:cache:cap && next dev --port 3000",
-    "dev:minimal": "bun run dev:cache:cap && SIM_DEV_MINIMAL_REGISTRY=1 next dev --port 3000",
     "dev:capped": "bun run dev:cache:cap && NODE_OPTIONS='--max-old-space-size=4096' next dev --port 3000",
     "dev:cache:cap": "bun run ../../scripts/prune-turbopack-cache.ts",
     "dev:clean": "rm -rf .next/dev/cache",
diff --git a/apps/sim/tools/registry.minimal.ts b/apps/sim/tools/registry.minimal.ts
deleted file mode 100644
index 899124191ce..00000000000
--- a/apps/sim/tools/registry.minimal.ts
+++ /dev/null
@@ -1,190 +0,0 @@
-import { functionExecuteTool } from '@/tools/function'
-import {
-  gmailAddLabelV2Tool,
-  gmailArchiveV2Tool,
-  gmailCreateLabelV2Tool,
-  gmailDeleteDraftV2Tool,
-  gmailDeleteLabelV2Tool,
-  gmailDeleteV2Tool,
-  gmailDraftV2Tool,
-  gmailEditDraftV2Tool,
-  gmailGetDraftV2Tool,
-  gmailGetThreadV2Tool,
-  gmailListDraftsV2Tool,
-  gmailListLabelsV2Tool,
-  gmailListThreadsV2Tool,
-  gmailMarkReadV2Tool,
-  gmailMarkUnreadV2Tool,
-  gmailMoveV2Tool,
-  gmailReadV2Tool,
-  gmailRemoveLabelV2Tool,
-  gmailSearchV2Tool,
-  gmailSendV2Tool,
-  gmailTrashThreadV2Tool,
-  gmailUnarchiveV2Tool,
-  gmailUntrashThreadV2Tool,
-  gmailUpdateLabelV2Tool,
-} from '@/tools/gmail'
-import { guardrailsValidateTool } from '@/tools/guardrails'
-import { httpRequestTool } from '@/tools/http'
-import {
-  slackAddReactionTool,
-  slackArchiveConversationTool,
-  slackCanvasTool,
-  slackCreateChannelCanvasTool,
-  slackCreateConversationTool,
-  slackDeleteCanvasTool,
-  slackDeleteMessageTool,
-  slackDeleteScheduledMessageTool,
-  slackDownloadTool,
-  slackEditCanvasTool,
-  slackEphemeralMessageTool,
-  slackGetCanvasTool,
-  slackGetChannelHistoryTool,
-  slackGetChannelInfoTool,
-  slackGetMessageTool,
-  slackGetPermalinkTool,
-  slackGetThreadRepliesTool,
-  slackGetThreadTool,
-  slackGetUserPresenceTool,
-  slackGetUserTool,
-  slackInviteToConversationTool,
-  slackListCanvasesTool,
-  slackListChannelsTool,
-  slackListMembersTool,
-  slackListScheduledMessagesTool,
-  slackListUsersTool,
-  slackLookupCanvasSectionsTool,
-  slackMessageReaderTool,
-  slackMessageTool,
-  slackOpenViewTool,
-  slackPublishViewTool,
-  slackPushViewTool,
-  slackRemoveReactionTool,
-  slackRenameConversationTool,
-  slackScheduleMessageTool,
-  slackSetConversationPurposeTool,
-  slackSetConversationTopicTool,
-  slackSetStatusTool,
-  slackSetSuggestedPromptsTool,
-  slackSetTitleTool,
-  slackUpdateMessageTool,
-  slackUpdateViewTool,
-} from '@/tools/slack'
-import {
-  tableBatchInsertRowsTool,
-  tableCreateTool,
-  tableDeleteRowsByFilterTool,
-  tableDeleteRowTool,
-  tableGetRowTool,
-  tableGetSchemaTool,
-  tableInsertRowTool,
-  tableListTool,
-  tableQueryRowsTool,
-  tableQueryRowsV2Tool,
-  tableUpdateRowsByFilterTool,
-  tableUpdateRowTool,
-  tableUpsertRowTool,
-} from '@/tools/table'
-import type { ToolConfig } from '@/tools/types'
-import { customBlockExecutorTool, workflowExecutorTool } from '@/tools/workflow'
-
-/**
- * Dev-only minimal tool registry. Swapped in for `@/tools/registry` via a
- * Turbopack/webpack resolve-alias when `SIM_DEV_MINIMAL_REGISTRY=1` (see
- * next.config.ts) so the local dev server never compiles the full ~247-tool
- * graph (~2,074 modules) that the shared workspace layout otherwise drags into
- * every route. Only these tools execute in minimal mode; unset the flag for the
- * full set. The slack and gmail v2 sets back the `slack`/`slack_v2` and
- * `gmail_v2` blocks kept in `blocks/registry-maps.minimal.ts`. NEVER aliased in
- * production.
- */
-export const tools: Record<string, ToolConfig> = {
-  http_request: httpRequestTool,
-  function_execute: functionExecuteTool,
-  // Table block operations (v1 + v2 Table blocks are both runnable in minimal mode).
-  table_query_rows: tableQueryRowsTool,
-  table_insert_row: tableInsertRowTool,
-  table_batch_insert_rows: tableBatchInsertRowsTool,
-  table_upsert_row: tableUpsertRowTool,
-  table_update_row: tableUpdateRowTool,
-  table_update_rows_by_filter: tableUpdateRowsByFilterTool,
-  table_delete_row: tableDeleteRowTool,
-  table_delete_rows_by_filter: tableDeleteRowsByFilterTool,
-  table_query_rows_v2: tableQueryRowsV2Tool,
-  table_get_row: tableGetRowTool,
-  table_get_schema: tableGetSchemaTool,
-  table_create: tableCreateTool,
-  table_list: tableListTool,
-  guardrails_validate: guardrailsValidateTool,
-  // Needed so workflow-as-tool and custom (deploy-as-block) tools resolve their
-  // config in minimal-registry dev mode (both route through `workflow_executor`).
-  workflow_executor: workflowExecutorTool,
-  deployed_block_executor: customBlockExecutorTool,
-  gmail_send_v2: gmailSendV2Tool,
-  gmail_read_v2: gmailReadV2Tool,
-  gmail_search_v2: gmailSearchV2Tool,
-  gmail_draft_v2: gmailDraftV2Tool,
-  gmail_move_v2: gmailMoveV2Tool,
-  gmail_mark_read_v2: gmailMarkReadV2Tool,
-  gmail_mark_unread_v2: gmailMarkUnreadV2Tool,
-  gmail_archive_v2: gmailArchiveV2Tool,
-  gmail_unarchive_v2: gmailUnarchiveV2Tool,
-  gmail_delete_v2: gmailDeleteV2Tool,
-  gmail_add_label_v2: gmailAddLabelV2Tool,
-  gmail_remove_label_v2: gmailRemoveLabelV2Tool,
-  gmail_create_label_v2: gmailCreateLabelV2Tool,
-  gmail_delete_draft_v2: gmailDeleteDraftV2Tool,
-  gmail_delete_label_v2: gmailDeleteLabelV2Tool,
-  gmail_edit_draft_v2: gmailEditDraftV2Tool,
-  gmail_get_draft_v2: gmailGetDraftV2Tool,
-  gmail_get_thread_v2: gmailGetThreadV2Tool,
-  gmail_list_drafts_v2: gmailListDraftsV2Tool,
-  gmail_list_labels_v2: gmailListLabelsV2Tool,
-  gmail_list_threads_v2: gmailListThreadsV2Tool,
-  gmail_trash_thread_v2: gmailTrashThreadV2Tool,
-  gmail_untrash_thread_v2: gmailUntrashThreadV2Tool,
-  gmail_update_label_v2: gmailUpdateLabelV2Tool,
-  slack_add_reaction: slackAddReactionTool,
-  slack_archive_conversation: slackArchiveConversationTool,
-  slack_canvas: slackCanvasTool,
-  slack_create_channel_canvas: slackCreateChannelCanvasTool,
-  slack_create_conversation: slackCreateConversationTool,
-  slack_delete_canvas: slackDeleteCanvasTool,
-  slack_delete_message: slackDeleteMessageTool,
-  slack_delete_scheduled_message: slackDeleteScheduledMessageTool,
-  slack_download: slackDownloadTool,
-  slack_edit_canvas: slackEditCanvasTool,
-  slack_ephemeral_message: slackEphemeralMessageTool,
-  slack_get_canvas: slackGetCanvasTool,
-  slack_get_channel_history: slackGetChannelHistoryTool,
-  slack_get_channel_info: slackGetChannelInfoTool,
-  slack_get_message: slackGetMessageTool,
-  slack_get_permalink: slackGetPermalinkTool,
-  slack_get_thread_replies: slackGetThreadRepliesTool,
-  slack_get_thread: slackGetThreadTool,
-  slack_get_user_presence: slackGetUserPresenceTool,
-  slack_get_user: slackGetUserTool,
-  slack_invite_to_conversation: slackInviteToConversationTool,
-  slack_list_canvases: slackListCanvasesTool,
-  slack_list_channels: slackListChannelsTool,
-  slack_list_members: slackListMembersTool,
-  slack_list_scheduled_messages: slackListScheduledMessagesTool,
-  slack_list_users: slackListUsersTool,
-  slack_lookup_canvas_sections: slackLookupCanvasSectionsTool,
-  slack_message_reader: slackMessageReaderTool,
-  slack_message: slackMessageTool,
-  slack_open_view: slackOpenViewTool,
-  slack_publish_view: slackPublishViewTool,
-  slack_push_view: slackPushViewTool,
-  slack_remove_reaction: slackRemoveReactionTool,
-  slack_rename_conversation: slackRenameConversationTool,
-  slack_schedule_message: slackScheduleMessageTool,
-  slack_set_conversation_purpose: slackSetConversationPurposeTool,
-  slack_set_conversation_topic: slackSetConversationTopicTool,
-  slack_set_status: slackSetStatusTool,
-  slack_set_suggested_prompts: slackSetSuggestedPromptsTool,
-  slack_set_title: slackSetTitleTool,
-  slack_update_message: slackUpdateMessageTool,
-  slack_update_view: slackUpdateViewTool,
-}
diff --git a/package.json b/package.json
index 2ffb8b66c42..3cd37c1d35e 100644
--- a/package.json
+++ b/package.json
@@ -16,7 +16,6 @@
     "dev": "turbo run dev",
     "dev:sockets": "cd apps/realtime && bun run dev",
     "dev:full": "bunx concurrently -n \"App,Realtime\" -c \"cyan,magenta\" \"cd apps/sim && bun run dev\" \"cd apps/realtime && bun run dev\"",
-    "dev:full:minimal-registry": "bunx concurrently -n \"App,Realtime\" -c \"cyan,magenta\" \"cd apps/sim && bun run dev:minimal\" \"cd apps/realtime && bun run dev\"",
     "dev:full:capped": "bunx concurrently -n \"App,Realtime\" -c \"cyan,magenta\" \"cd apps/sim && bun run dev:capped\" \"cd apps/realtime && bun run dev\"",
     "test": "turbo run test",
     "format": "turbo run format",
diff --git a/scripts/setup/modes/dev.ts b/scripts/setup/modes/dev.ts
index 5364c165891..4a5d817f1c9 100644
--- a/scripts/setup/modes/dev.ts
+++ b/scripts/setup/modes/dev.ts
@@ -163,17 +163,17 @@ export async function runDevMode(
       message: `Low RAM detected (${detection.specs.hostMemGb}GB) — which dev server?`,
       options: [
         {
-          value: 'dev:full:minimal-registry',
-          label: 'Minimal block registry (recommended)',
-          hint: 'much lower memory — loads fewer integration blocks in dev',
+          value: 'dev:full:capped',
+          label: 'Capped heap (recommended)',
+          hint: 'caps Node at 4GB — every integration still available',
         },
         {
           value: 'dev:full',
-          label: 'Full registry',
-          hint: 'every block available — can use 4-5GB+ on its own',
+          label: 'Uncapped',
+          hint: 'lets the dev server take what it needs (~4GB typical)',
         },
       ],
-      initialValue: 'dev:full:minimal-registry',
+      initialValue: 'dev:full:capped',
     })
   }
   return {

From 51560390ddd305a5dd431f904d1d2fc9d3c79e0c Mon Sep 17 00:00:00 2001
From: Waleed <walif6@gmail.com>
Date: Sat, 1 Aug 2026 11:50:15 -0700
Subject: [PATCH 08/30] fix(styles): restore transition timing Tailwind was
 silently dropping (#6165)
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

`tailwindcss-animate` adds a `duration-*` utility for `animation-duration`,
which collides with core's `transition-duration`. For a named value Tailwind
emits both rules, but for an arbitrary value it cannot pick one — so it drops
the class entirely and warns.

The result is 52 usages across 13 files that produced **no CSS at all**.
Elements marked `transition-transform duration-[1700ms]
ease-[cubic-bezier(0.22,1,0.36,1)]` had neither a duration nor an easing
function: they snapped instead of animating. Most of it is the landing hero.

Verified by compiling the stylesheet on both sides:

  transition-duration: 1700ms                              before=0 after=1
  transition-duration: 420ms                               before=0 after=1
  transition-duration: 175ms                               before=0 after=1
  transition-timing-function: cubic-bezier(0.22,1,0.36,1)  before=0 after=1
  transition-timing-function: cubic-bezier(0.23,1,0.32,1)  before=0 after=1

The stylesheet grows 1,425 bytes — exactly the rules that were missing — and
the 16 ambiguity warnings on every dev start go to zero.

Every usage is in a transition context (`transition-opacity`,
`transition-transform`, `transition-[...]`); none sits alongside an `animate-*`
utility, so `transition-duration`/`transition-timing-function` is the right
half of the collision in all 52 cases.
---
 .../hero-platform-loop/hero-platform-loop.tsx |  2 +-
 .../hero-workflow-stage.tsx                   |  4 ++--
 .../components/hero-visual/block-handles.tsx  |  4 ++--
 .../components/hero-visual/hero-visual.tsx    | 16 ++++++++--------
 .../components/hero-visual/stage-home.tsx     | 19 ++++++++++---------
 .../components/hero-visual/stage-workflow.tsx |  5 +++--
 .../components/hero-visual/workflow-block.tsx |  2 +-
 .../landing-preview-chat.tsx                  |  4 ++--
 .../navbar/components/logo-mark/logo-mark.tsx |  2 +-
 .../enterprise-platform-loop.tsx              |  2 +-
 .../build-methods-graphic.tsx                 |  6 +++---
 .../workspace-chrome/workspace-chrome.tsx     |  2 +-
 .../mothership-view/mothership-view.tsx       |  2 +-
 13 files changed, 36 insertions(+), 34 deletions(-)

diff --git a/apps/sim/app/(landing)/components/hero/components/hero-platform-loop/hero-platform-loop.tsx b/apps/sim/app/(landing)/components/hero/components/hero-platform-loop/hero-platform-loop.tsx
index eb3d8b1c72a..9e8144d2c0d 100644
--- a/apps/sim/app/(landing)/components/hero/components/hero-platform-loop/hero-platform-loop.tsx
+++ b/apps/sim/app/(landing)/components/hero/components/hero-platform-loop/hero-platform-loop.tsx
@@ -163,7 +163,7 @@ export function HeroPlatformLoop() {
           </div>
           <div
             className={cn(
-              'h-full shrink-0 overflow-hidden border-[var(--border)] bg-[var(--bg)] transition-[width,min-width,border-width] duration-200 ease-[cubic-bezier(0.25,0.1,0.25,1)]',
+              'h-full shrink-0 overflow-hidden border-[var(--border)] bg-[var(--bg)] transition-[width,min-width,border-width] duration-200 [transition-timing-function:cubic-bezier(0.25,0.1,0.25,1)]',
               stageOpen ? 'w-1/2 border-l' : 'w-0 min-w-0 border-l-0'
             )}
           >
diff --git a/apps/sim/app/(landing)/components/hero/components/hero-platform-loop/hero-workflow-stage.tsx b/apps/sim/app/(landing)/components/hero/components/hero-platform-loop/hero-workflow-stage.tsx
index 3164086c537..fc235d22e59 100644
--- a/apps/sim/app/(landing)/components/hero/components/hero-platform-loop/hero-workflow-stage.tsx
+++ b/apps/sim/app/(landing)/components/hero/components/hero-platform-loop/hero-workflow-stage.tsx
@@ -143,7 +143,7 @@ export function HeroWorkflowStage({
                   stroke='var(--workflow-edge)'
                   strokeWidth={2}
                   strokeLinecap='round'
-                  className='transition-[stroke-dashoffset] duration-500 ease-[cubic-bezier(0.22,1,0.36,1)] [stroke-dasharray:1]'
+                  className='transition-[stroke-dashoffset] duration-500 [stroke-dasharray:1] [transition-timing-function:cubic-bezier(0.22,1,0.36,1)]'
                   style={{ strokeDashoffset: visible ? 0 : 1 } as CSSProperties}
                 />
               )
@@ -156,7 +156,7 @@ export function HeroWorkflowStage({
               <div
                 key={block.id}
                 className={cn(
-                  'pointer-events-none absolute transition-[opacity,scale] duration-300 ease-[cubic-bezier(0.22,1,0.36,1)]',
+                  'pointer-events-none absolute transition-[opacity,scale] duration-300 [transition-timing-function:cubic-bezier(0.22,1,0.36,1)]',
                   built ? 'scale-100 opacity-100' : 'scale-[0.94] opacity-0'
                 )}
                 style={{ left: block.x, top: block.y, width: BLOCK_WIDTH }}
diff --git a/apps/sim/app/(landing)/components/hero/components/hero-visual/block-handles.tsx b/apps/sim/app/(landing)/components/hero/components/hero-visual/block-handles.tsx
index 5b27138b4d1..4d9b15763b6 100644
--- a/apps/sim/app/(landing)/components/hero/components/hero-visual/block-handles.tsx
+++ b/apps/sim/app/(landing)/components/hero/components/hero-visual/block-handles.tsx
@@ -21,7 +21,7 @@ export function BlockHandles({ block, handlesVisible = true }: BlockHandlesProps
         <span
           aria-hidden
           className={cn(
-            '-translate-y-1/2 absolute top-5 left-[-7px] h-5 w-[7px] rounded-l-[2px] bg-[var(--workflow-edge)] transition-opacity duration-[360ms] ease-[cubic-bezier(0.22,1,0.36,1)]',
+            '-translate-y-1/2 absolute top-5 left-[-7px] h-5 w-[7px] rounded-l-[2px] bg-[var(--workflow-edge)] transition-opacity [transition-duration:360ms] [transition-timing-function:cubic-bezier(0.22,1,0.36,1)]',
             handlesVisible ? 'opacity-100' : 'opacity-0'
           )}
         />
@@ -30,7 +30,7 @@ export function BlockHandles({ block, handlesVisible = true }: BlockHandlesProps
         <span
           aria-hidden
           className={cn(
-            '-translate-y-1/2 absolute top-5 right-[-7px] h-5 w-[7px] rounded-r-[2px] bg-[var(--workflow-edge)] transition-opacity duration-[360ms] ease-[cubic-bezier(0.22,1,0.36,1)]',
+            '-translate-y-1/2 absolute top-5 right-[-7px] h-5 w-[7px] rounded-r-[2px] bg-[var(--workflow-edge)] transition-opacity [transition-duration:360ms] [transition-timing-function:cubic-bezier(0.22,1,0.36,1)]',
             handlesVisible ? 'opacity-100' : 'opacity-0'
           )}
         />
diff --git a/apps/sim/app/(landing)/components/hero/components/hero-visual/hero-visual.tsx b/apps/sim/app/(landing)/components/hero/components/hero-visual/hero-visual.tsx
index b163bf0672d..e3f46d6790a 100644
--- a/apps/sim/app/(landing)/components/hero/components/hero-visual/hero-visual.tsx
+++ b/apps/sim/app/(landing)/components/hero/components/hero-visual/hero-visual.tsx
@@ -962,7 +962,7 @@ export function HeroVisual() {
           GitHub block. FOCUS is the identity transform (block 1 centered); only
           the pull-out animates. */}
       <div
-        className='absolute inset-0 transform-gpu transition-transform duration-[1700ms] ease-[cubic-bezier(0.22,1,0.36,1)] will-change-transform'
+        className='absolute inset-0 transform-gpu transition-transform will-change-transform [transition-duration:1700ms] [transition-timing-function:cubic-bezier(0.22,1,0.36,1)]'
         style={{
           transform: sceneTransform,
           transformOrigin: 'center',
@@ -971,7 +971,7 @@ export function HeroVisual() {
       >
         {showCard && (
           <div
-            className='absolute inset-0 translate-y-0 scale-100 transition-opacity duration-[420ms] ease-[cubic-bezier(0.22,1,0.36,1)]'
+            className='absolute inset-0 translate-y-0 scale-100 transition-opacity [transition-duration:420ms] [transition-timing-function:cubic-bezier(0.22,1,0.36,1)]'
             style={{ opacity: workflowContentFaded ? 0 : 1 }}
           >
             <div
@@ -987,7 +987,7 @@ export function HeroVisual() {
                 // slide beats are written imperatively (a transition here would
                 // fight the per-frame writes).
                 (phase === 'toSend' || phase === 'zoomSend' || phase === 'answer') &&
-                  'transition-transform duration-[850ms] ease-[cubic-bezier(0.65,0,0.35,1)]'
+                  'transition-transform [transition-duration:850ms] [transition-timing-function:cubic-bezier(0.65,0,0.35,1)]'
               )}
               style={zoomStyle}
             >
@@ -1030,7 +1030,7 @@ export function HeroVisual() {
             {/* Edges (scene space, origin = panel center). Drawn as the camera
                 follows the connection to each revealed block. */}
             <svg
-              className='absolute top-1/2 left-1/2 overflow-visible transition-opacity duration-[420ms] ease-[cubic-bezier(0.22,1,0.36,1)]'
+              className='absolute top-1/2 left-1/2 overflow-visible transition-opacity [transition-duration:420ms] [transition-timing-function:cubic-bezier(0.22,1,0.36,1)]'
               width='1'
               height='1'
               fill='none'
@@ -1047,7 +1047,7 @@ export function HeroVisual() {
                     stroke='var(--workflow-edge)'
                     strokeWidth={2 * WORKFLOW_FOCUS_SCALE}
                     strokeLinecap='round'
-                    className='transition-[stroke-dashoffset] ease-[cubic-bezier(0.22,1,0.36,1)] [stroke-dasharray:1]'
+                    className='transition-[stroke-dashoffset] [stroke-dasharray:1] [transition-timing-function:cubic-bezier(0.22,1,0.36,1)]'
                     style={
                       {
                         strokeDashoffset: drawn ? 0 : 1,
@@ -1078,7 +1078,7 @@ export function HeroVisual() {
                 <div
                   key={block.id}
                   className={cn(
-                    'absolute transform-gpu transition-[opacity,transform,width,height,top,left] duration-[520ms] ease-[cubic-bezier(0.22,1,0.36,1)] will-change-transform',
+                    'absolute transform-gpu transition-[opacity,transform,width,height,top,left] will-change-transform [transition-duration:520ms] [transition-timing-function:cubic-bezier(0.22,1,0.36,1)]',
                     showKbShell &&
                       'overflow-hidden rounded-xl border border-[var(--border-muted)] bg-[var(--surface-4)] p-[3px] shadow-[var(--shadow-overlay)]'
                   )}
@@ -1143,7 +1143,7 @@ export function HeroVisual() {
             // GPU-promoted: its per-frame transform writes composite on their own
             // layer, so the slide + dock read as smooth sub-pixel motion instead of
             // jittering as the position pixel-snaps each frame.
-            'pointer-events-none absolute top-0 left-0 z-20 transform-gpu transition-opacity duration-300 ease-[cubic-bezier(0.23,1,0.32,1)] will-change-transform',
+            'pointer-events-none absolute top-0 left-0 z-20 transform-gpu transition-opacity duration-300 will-change-transform [transition-timing-function:cubic-bezier(0.23,1,0.32,1)]',
             loaderFading ? 'opacity-0' : 'opacity-100'
           )}
           style={{ transformOrigin: '0 0' }}
@@ -1164,7 +1164,7 @@ export function HeroVisual() {
 
       <div
         ref={cursorElRef}
-        className='pointer-events-none absolute top-0 left-0 z-30 transition-opacity duration-200 ease-[cubic-bezier(0.23,1,0.32,1)]'
+        className='pointer-events-none absolute top-0 left-0 z-30 transition-opacity duration-200 [transition-timing-function:cubic-bezier(0.23,1,0.32,1)]'
         style={{ opacity: showCursor ? 1 : 0 }}
       >
         <svg
diff --git a/apps/sim/app/(landing)/components/hero/components/hero-visual/stage-home.tsx b/apps/sim/app/(landing)/components/hero/components/hero-visual/stage-home.tsx
index f43dd49f1cd..816c5ff547c 100644
--- a/apps/sim/app/(landing)/components/hero/components/hero-visual/stage-home.tsx
+++ b/apps/sim/app/(landing)/components/hero/components/hero-visual/stage-home.tsx
@@ -98,7 +98,8 @@ interface StageHomeProps {
 }
 
 /** Staggered enter for a chat bubble - translateY + opacity + blur, interruptible. */
-const ENTER_BASE = 'transition-[opacity,transform,filter] ease-[cubic-bezier(0.2,0,0,1)]'
+const ENTER_BASE =
+  'transition-[opacity,transform,filter] [transition-timing-function:cubic-bezier(0.2,0,0,1)]'
 const enterState = (shown: boolean) =>
   shown ? 'translate-y-0 opacity-100 blur-0' : 'translate-y-1.5 opacity-0 blur-[3px]'
 
@@ -220,7 +221,7 @@ export function StageHome({
             morphs to a block. */}
         <div
           className={cn(
-            'overflow-hidden text-center transition-[height,opacity] duration-300 ease-[cubic-bezier(0.23,1,0.32,1)]',
+            'overflow-hidden text-center transition-[height,opacity] duration-300 [transition-timing-function:cubic-bezier(0.23,1,0.32,1)]',
             mode === 'compose'
               ? 'h-[40px] opacity-100'
               : mode === 'sending' || mode === 'thinking'
@@ -251,8 +252,8 @@ export function StageHome({
             // and read as jitter. Every other beat eases width/height/transform with
             // the shared curve.
             holdCardHeight
-              ? 'transition-[width,transform] duration-[620ms] ease-[cubic-bezier(0.22,1,0.36,1)]'
-              : 'transition-[width,height,transform] duration-[620ms] ease-[cubic-bezier(0.22,1,0.36,1)]',
+              ? 'transition-[width,transform] [transition-duration:620ms] [transition-timing-function:cubic-bezier(0.22,1,0.36,1)]'
+              : 'transition-[width,height,transform] [transition-duration:620ms] [transition-timing-function:cubic-bezier(0.22,1,0.36,1)]',
             // Nudge up to cancel the chat column's greeting+gap offset, so the
             // card centers exactly where the focused workflow block lands.
             isBlock && '-translate-y-[10px]'
@@ -282,7 +283,7 @@ export function StageHome({
           <div
             ref={contentRef}
             className={cn(
-              'absolute inset-x-0 flex flex-col gap-2 px-2.5 py-2 transition-opacity duration-[220ms] ease-[cubic-bezier(0.23,1,0.32,1)]',
+              'absolute inset-x-0 flex flex-col gap-2 px-2.5 py-2 transition-opacity [transition-duration:220ms] [transition-timing-function:cubic-bezier(0.23,1,0.32,1)]',
               holdCardHeight ? 'bottom-0' : 'top-0',
               isBlock && 'pointer-events-none opacity-0'
             )}
@@ -297,7 +298,7 @@ export function StageHome({
               <div
                 ref={inputRef}
                 className={cn(
-                  'min-h-[24px] px-1 py-1 font-body text-[15px] text-[var(--text-primary)] leading-[24px] tracking-[-0.015em] transition-opacity duration-200 ease-[cubic-bezier(0.23,1,0.32,1)]',
+                  'min-h-[24px] px-1 py-1 font-body text-[15px] text-[var(--text-primary)] leading-[24px] tracking-[-0.015em] transition-opacity duration-200 [transition-timing-function:cubic-bezier(0.23,1,0.32,1)]',
                   isCompose ? 'opacity-100' : 'opacity-0',
                   !inputInFlow && 'pointer-events-none absolute inset-x-0 top-0'
                 )}
@@ -346,7 +347,7 @@ export function StageHome({
                 ref={sendRef}
                 aria-hidden='true'
                 className={cn(
-                  'flex size-[28px] shrink-0 items-center justify-center rounded-full bg-[#383838] transition-[opacity,transform,background-color] duration-150 ease-[cubic-bezier(0.23,1,0.32,1)]',
+                  'flex size-[28px] shrink-0 items-center justify-center rounded-full bg-[#383838] transition-[opacity,transform,background-color] duration-150 [transition-timing-function:cubic-bezier(0.23,1,0.32,1)]',
                   // Visible only while composing; once send is hit the root loader's
                   // settled orb takes its place (it stays laid out as the loader's
                   // measure + slide-from target).
@@ -370,7 +371,7 @@ export function StageHome({
                     strokeLinecap='round'
                     strokeLinejoin='round'
                     className={cn(
-                      'transition-[stroke-dashoffset] duration-[520ms] ease-[cubic-bezier(0.23,1,0.32,1)] [stroke-dasharray:1]',
+                      'transition-[stroke-dashoffset] [stroke-dasharray:1] [transition-duration:520ms] [transition-timing-function:cubic-bezier(0.23,1,0.32,1)]',
                       isCompose ? '[stroke-dashoffset:0]' : '[stroke-dashoffset:1]'
                     )}
                   />
@@ -386,7 +387,7 @@ export function StageHome({
           <div
             aria-hidden='true'
             className={cn(
-              'absolute inset-x-0 top-0 transition-opacity duration-300 ease-[cubic-bezier(0.23,1,0.32,1)]',
+              'absolute inset-x-0 top-0 transition-opacity duration-300 [transition-timing-function:cubic-bezier(0.23,1,0.32,1)]',
               // Hold off until the chat content (≈220ms fade) is gone, then fade in.
               isBlock ? 'opacity-100 [transition-delay:280ms]' : 'pointer-events-none opacity-0'
             )}
diff --git a/apps/sim/app/(landing)/components/hero/components/hero-visual/stage-workflow.tsx b/apps/sim/app/(landing)/components/hero/components/hero-visual/stage-workflow.tsx
index e061ef4cef8..da3d057c0b6 100644
--- a/apps/sim/app/(landing)/components/hero/components/hero-visual/stage-workflow.tsx
+++ b/apps/sim/app/(landing)/components/hero/components/hero-visual/stage-workflow.tsx
@@ -77,7 +77,8 @@ export function StageWorkflow({ stage }: StageWorkflowProps) {
       <div
         className={cn(
           'absolute top-0 left-0',
-          animate && 'transition-transform duration-[1700ms] ease-[cubic-bezier(0.22,1,0.36,1)]'
+          animate &&
+            'transition-transform [transition-duration:1700ms] [transition-timing-function:cubic-bezier(0.22,1,0.36,1)]'
         )}
         style={{
           width: CANVAS.width,
@@ -102,7 +103,7 @@ export function StageWorkflow({ stage }: StageWorkflowProps) {
               stroke='var(--workflow-edge)'
               strokeWidth={2}
               strokeLinecap='round'
-              className='transition-[stroke-dashoffset] duration-[700ms] ease-[cubic-bezier(0.22,1,0.36,1)] [stroke-dasharray:1]'
+              className='transition-[stroke-dashoffset] [stroke-dasharray:1] [transition-duration:700ms] [transition-timing-function:cubic-bezier(0.22,1,0.36,1)]'
               // Edges stay undrawn while focused; once the camera pulls out they
               // draw in order (the second trails the first) as each target is revealed.
               style={
diff --git a/apps/sim/app/(landing)/components/hero/components/hero-visual/workflow-block.tsx b/apps/sim/app/(landing)/components/hero/components/hero-visual/workflow-block.tsx
index 37da41a33b4..f622145b8cd 100644
--- a/apps/sim/app/(landing)/components/hero/components/hero-visual/workflow-block.tsx
+++ b/apps/sim/app/(landing)/components/hero/components/hero-visual/workflow-block.tsx
@@ -26,7 +26,7 @@ export function WorkflowBlock({
     <div className='relative w-[250px] rounded-[13px] border border-[var(--border-1)] bg-[var(--surface-2)] shadow-sm'>
       <div
         className={cn(
-          'transition-opacity duration-[360ms] ease-[cubic-bezier(0.22,1,0.36,1)]',
+          'transition-opacity [transition-duration:360ms] [transition-timing-function:cubic-bezier(0.22,1,0.36,1)]',
           contentVisible ? 'opacity-100' : 'opacity-0'
         )}
       >
diff --git a/apps/sim/app/(landing)/components/landing-preview/components/landing-preview-chat/landing-preview-chat.tsx b/apps/sim/app/(landing)/components/landing-preview/components/landing-preview-chat/landing-preview-chat.tsx
index 1a47f8b3a64..175adb5eb59 100644
--- a/apps/sim/app/(landing)/components/landing-preview/components/landing-preview-chat/landing-preview-chat.tsx
+++ b/apps/sim/app/(landing)/components/landing-preview/components/landing-preview-chat/landing-preview-chat.tsx
@@ -89,7 +89,7 @@ export function LandingPreviewChat({ chat, chatName, animationKey }: LandingPrev
           <>
             <div
               className={cn(
-                'max-w-[85%] self-end rounded-2xl bg-[var(--surface-1)] px-3.5 py-2 text-[13.5px] text-[var(--text-primary)] leading-[1.45] transition-[opacity,transform] duration-300 ease-[cubic-bezier(0.2,0,0,1)]',
+                'max-w-[85%] self-end rounded-2xl bg-[var(--surface-1)] px-3.5 py-2 text-[13.5px] text-[var(--text-primary)] leading-[1.45] transition-[opacity,transform] duration-300 [transition-timing-function:cubic-bezier(0.2,0,0,1)]',
                 showUser ? 'translate-y-0 opacity-100' : 'translate-y-1.5 opacity-0'
               )}
             >
@@ -101,7 +101,7 @@ export function LandingPreviewChat({ chat, chatName, animationKey }: LandingPrev
               {showAssistant && (
                 <p
                   className={cn(
-                    'max-w-[92%] text-[13.5px] text-[var(--text-primary)] leading-[1.5] transition-[opacity,transform] duration-300 ease-[cubic-bezier(0.2,0,0,1)]',
+                    'max-w-[92%] text-[13.5px] text-[var(--text-primary)] leading-[1.5] transition-[opacity,transform] duration-300 [transition-timing-function:cubic-bezier(0.2,0,0,1)]',
                     showAssistant ? 'translate-y-0 opacity-100' : 'translate-y-1.5 opacity-0'
                   )}
                 >
diff --git a/apps/sim/app/(landing)/components/navbar/components/logo-mark/logo-mark.tsx b/apps/sim/app/(landing)/components/navbar/components/logo-mark/logo-mark.tsx
index 039a5a793e6..1d26c75dd5c 100644
--- a/apps/sim/app/(landing)/components/navbar/components/logo-mark/logo-mark.tsx
+++ b/apps/sim/app/(landing)/components/navbar/components/logo-mark/logo-mark.tsx
@@ -51,7 +51,7 @@ export function LogoMark({ children }: LogoMarkProps) {
     >
       <span
         className={cn(
-          'relative z-10 transition-opacity duration-100 ease-[cubic-bezier(0.23,1,0.32,1)]',
+          'relative z-10 transition-opacity duration-100 [transition-timing-function:cubic-bezier(0.23,1,0.32,1)]',
           hovered && 'opacity-0'
         )}
       >
diff --git a/apps/sim/app/(landing)/enterprise/components/enterprise-platform-loop/enterprise-platform-loop.tsx b/apps/sim/app/(landing)/enterprise/components/enterprise-platform-loop/enterprise-platform-loop.tsx
index 5823c8091e9..7bba704f0b2 100644
--- a/apps/sim/app/(landing)/enterprise/components/enterprise-platform-loop/enterprise-platform-loop.tsx
+++ b/apps/sim/app/(landing)/enterprise/components/enterprise-platform-loop/enterprise-platform-loop.tsx
@@ -113,7 +113,7 @@ export function EnterprisePlatformLoop({
         </div>
         <div
           className={cn(
-            'h-full shrink-0 overflow-hidden border-[var(--border)] bg-[var(--bg)] transition-[width,min-width,border-width] duration-200 ease-[cubic-bezier(0.25,0.1,0.25,1)]',
+            'h-full shrink-0 overflow-hidden border-[var(--border)] bg-[var(--bg)] transition-[width,min-width,border-width] duration-200 [transition-timing-function:cubic-bezier(0.25,0.1,0.25,1)]',
             stageOpen ? 'w-1/2 border-l' : 'w-0 min-w-0 border-l-0'
           )}
         >
diff --git a/apps/sim/app/(landing)/enterprise/components/feature-graphics/build-methods-graphic.tsx b/apps/sim/app/(landing)/enterprise/components/feature-graphics/build-methods-graphic.tsx
index 0d369e19cdc..c3d6a9db162 100644
--- a/apps/sim/app/(landing)/enterprise/components/feature-graphics/build-methods-graphic.tsx
+++ b/apps/sim/app/(landing)/enterprise/components/feature-graphics/build-methods-graphic.tsx
@@ -245,7 +245,7 @@ export function BuildMethodsGraphic() {
       >
         <FeaturePlatformPanel
           className={cn(
-            'top-5 bg-[var(--white)] transition-[transform,opacity] duration-[380ms] ease-[cubic-bezier(0.22,1,0.36,1)] motion-reduce:transition-none',
+            'top-5 bg-[var(--white)] transition-[transform,opacity] [transition-duration:380ms] [transition-timing-function:cubic-bezier(0.22,1,0.36,1)] motion-reduce:transition-none',
             phase === 'idle' && 'transition-none',
             editorExited ? 'translate-y-16 opacity-0' : 'translate-y-0 opacity-100'
           )}
@@ -274,7 +274,7 @@ export function BuildMethodsGraphic() {
         <div
           aria-hidden='true'
           className={cn(
-            'absolute top-5 right-0 bottom-0 left-0 overflow-hidden rounded-tl-xl border-[var(--border-1)] border-t border-l bg-[var(--white)] shadow-sm transition-[transform,opacity] duration-[420ms] ease-[cubic-bezier(0.22,1,0.36,1)] motion-reduce:transition-none',
+            'absolute top-5 right-0 bottom-0 left-0 overflow-hidden rounded-tl-xl border-[var(--border-1)] border-t border-l bg-[var(--white)] shadow-sm transition-[transform,opacity] [transition-duration:420ms] [transition-timing-function:cubic-bezier(0.22,1,0.36,1)] motion-reduce:transition-none',
             phase === 'idle' && 'transition-none',
             chatOpen ? 'translate-y-0 opacity-100' : 'translate-y-6 opacity-0'
           )}
@@ -297,7 +297,7 @@ export function BuildMethodsGraphic() {
 
         <div
           className={cn(
-            'absolute right-3 bottom-5 left-5 rounded-xl border border-[var(--border-1)] bg-[var(--white)] px-3 py-2.5 shadow-sm transition-transform duration-[450ms] ease-[cubic-bezier(0.22,1,0.36,1)] motion-reduce:transition-none',
+            'absolute right-3 bottom-5 left-5 rounded-xl border border-[var(--border-1)] bg-[var(--white)] px-3 py-2.5 shadow-sm transition-transform [transition-duration:450ms] [transition-timing-function:cubic-bezier(0.22,1,0.36,1)] motion-reduce:transition-none',
             phase === 'idle' && 'transition-none',
             composerVisible ? 'translate-y-0' : 'translate-y-[130%]'
           )}
diff --git a/apps/sim/app/workspace/[workspaceId]/components/workspace-chrome/workspace-chrome.tsx b/apps/sim/app/workspace/[workspaceId]/components/workspace-chrome/workspace-chrome.tsx
index 6609facab82..072797a4534 100644
--- a/apps/sim/app/workspace/[workspaceId]/components/workspace-chrome/workspace-chrome.tsx
+++ b/apps/sim/app/workspace/[workspaceId]/components/workspace-chrome/workspace-chrome.tsx
@@ -16,7 +16,7 @@ const FULLSCREEN_SUFFIXES = ['/upgrade'] as const
 
 /** Slide timing for the fullscreen sidebar collapse and content shift. */
 const SLIDE_TRANSITION =
-  'duration-[175ms] ease-[cubic-bezier(0.25,0.1,0.25,1)] motion-reduce:transition-none'
+  '[transition-duration:175ms] [transition-timing-function:cubic-bezier(0.25,0.1,0.25,1)] motion-reduce:transition-none'
 
 /**
  * The peek card's floating chrome.
diff --git a/apps/sim/app/workspace/[workspaceId]/home/components/mothership-view/mothership-view.tsx b/apps/sim/app/workspace/[workspaceId]/home/components/mothership-view/mothership-view.tsx
index 48957e8fcd4..0d91367f67f 100644
--- a/apps/sim/app/workspace/[workspaceId]/home/components/mothership-view/mothership-view.tsx
+++ b/apps/sim/app/workspace/[workspaceId]/home/components/mothership-view/mothership-view.tsx
@@ -135,7 +135,7 @@ export const MothershipView = memo(
         // width means a divider drag pinned it, otherwise `w-1/2` governs.
         data-mothership-panel=''
         className={cn(
-          'relative z-10 flex h-full flex-col overflow-hidden border-[var(--border)] bg-[var(--bg)] transition-[width,min-width,border-width] duration-200 ease-[cubic-bezier(0.25,0.1,0.25,1)]',
+          'relative z-10 flex h-full flex-col overflow-hidden border-[var(--border)] bg-[var(--bg)] transition-[width,min-width,border-width] duration-200 [transition-timing-function:cubic-bezier(0.25,0.1,0.25,1)]',
           isCollapsed ? 'w-0 min-w-0 border-l-0' : 'w-1/2 border-l',
           /* This panel is the right half of the pane, never under the traffic lights,
              yet it embeds whole pages whose header bars reserve that lane. Zeroing the

From 3740c6211233de7e7f21a27b7116fb24af6b9b35 Mon Sep 17 00:00:00 2001
From: Vikhyath Mondreti <vikhyathvikku@gmail.com>
Date: Sat, 1 Aug 2026 11:51:13 -0700
Subject: [PATCH 09/30] feat(library): Agentic AI Coding Tools: What They Are
 and How the Top Options Compare (#6164)

* feat(library): Agentic AI Coding Tools: What They Are and How the Top Options Compare

* feat(library): add generated cover for agentic AI coding tools post

---------

Co-authored-by: Sim Pi Agent <pi@sim.ai>
Co-authored-by: Waleed Latif <walif6@gmail.com>
---
 .../index.mdx                                 | 107 ++++++++++++++++++
 .../cover.jpg                                 | Bin 0 -> 31389 bytes
 2 files changed, 107 insertions(+)
 create mode 100644 apps/sim/content/library/agentic-ai-coding-tools-what-they-are-and-how-the-top-options-compare/index.mdx
 create mode 100644 apps/sim/public/library/agentic-ai-coding-tools-what-they-are-and-how-the-top-options-compare/cover.jpg

diff --git a/apps/sim/content/library/agentic-ai-coding-tools-what-they-are-and-how-the-top-options-compare/index.mdx b/apps/sim/content/library/agentic-ai-coding-tools-what-they-are-and-how-the-top-options-compare/index.mdx
new file mode 100644
index 00000000000..d02a4cd9e8f
--- /dev/null
+++ b/apps/sim/content/library/agentic-ai-coding-tools-what-they-are-and-how-the-top-options-compare/index.mdx
@@ -0,0 +1,107 @@
+---
+slug: agentic-ai-coding-tools-what-they-are-and-how-the-top-options-compare
+title: 'Agentic AI Coding Tools: What They Are and How the Top Options Compare'
+description: 'Compare agentic AI coding tools, including Cursor, GitHub Copilot, Claude Code, Replit Agent, Sim, Gumloop, and n8n. Learn when to choose an in-IDE coding agent versus an agent-workflow platform.'
+date: 2026-08-01
+updated: 2026-08-01
+authors:
+  - andrew
+readingTime: 7
+tags: [AI Agents, Coding Tools, Developer Tools, Sim]
+ogImage: /library/agentic-ai-coding-tools-what-they-are-and-how-the-top-options-compare/cover.jpg
+canonical: https://www.sim.ai/library/agentic-ai-coding-tools-what-they-are-and-how-the-top-options-compare
+draft: false
+faq:
+  - q: "What's the difference between agentic AI coding tools and regular AI code completion?"
+    a: "Regular AI code completion suggests the next line or block as a developer types. Agentic AI coding tools can plan and execute multi-step changes across a codebase, run commands, and revise their approach after errors without line-by-line approval."
+  - q: "Is Cursor an agentic AI coding tool?"
+    a: "Yes. Cursor is an AI-native code editor with an agent mode for working across a project, rather than only offering inline completion."
+  - q: "Is GitHub Copilot agentic?"
+    a: "GitHub Copilot includes an agent mode in supported IDEs in addition to its original code-completion experience."
+  - q: "What is the cheapest agentic AI coding tool?"
+    a: "Several major tools have free tiers or limited free usage. For sustained use, compare each vendor's current plan, included usage, and overage model because those terms can change."
+  - q: "Can an agentic coding tool work inside a larger business workflow, not just an IDE?"
+    a: "Yes. A coding agent can write code in a project, while an agent-workflow platform can connect that output to other systems such as deployment, tracking, or team notifications."
+  - q: "Does Sim replace Cursor or GitHub Copilot?"
+    a: "No. Sim is an agent-workflow platform rather than an IDE. It fits work where a code step belongs in a broader automated system that also uses other tools, data, and deployment surfaces."
+---
+
+## TL;DR
+
+Agentic AI coding tools plan and execute multi-step coding tasks rather than suggesting one line at a time. A developer can give one a goal such as “add OAuth login to this app”; the tool can inspect relevant files, edit code across the project, run checks, and use the output to revise its approach.
+
+The category contains two groups that are often treated as one:
+
+- **In-IDE coding agents** such as [Cursor](https://cursor.com/), [GitHub Copilot](https://github.com/features/copilot), [Claude Code](https://claude.com/product/claude-code), [Windsurf](https://windsurf.com/), and [Replit Agent](https://replit.com/agent) are designed for writing, refactoring, and shipping code from an editor or terminal.
+- **Agent-workflow platforms** such as [Gumloop](https://www.gumloop.com/), [n8n](https://n8n.io/), [Zapier](https://zapier.com/), and [Sim](https://www.sim.ai/) build broader automations. They can include a code-writing step in a process that also gathers data, sends a message, or updates another system.
+
+That distinction changes the choice. A developer shipping a SaaS product will usually want an in-IDE agent. An operations team automating a multi-app process will usually want a workflow platform. This guide covers both groups and where the line between them sits.
+
+## What makes an AI coding tool agentic?
+
+An AI coding tool is agentic when it can plan a multi-step task, take actions across a codebase, and correct mistakes without a human approving every line. That differs from traditional autocomplete, which predicts the next few tokens as a developer types, or from pasting a question into a chat window.
+
+Three capabilities separate an agentic tool from autocomplete:
+
+- **Multi-step planning.** The tool breaks a goal into file edits, terminal commands, and checks rather than completing one line.
+- **Tool use.** The agent can run terminal commands, execute tests, browse documentation, or call APIs instead of only generating text.
+- **Self-correction.** When a test fails or a command errors, the agent can read the output and revise its approach instead of waiting for a human to diagnose it.
+
+For a broader definition beyond coding, see Sim’s guide to [what an AI agent is](https://www.sim.ai/library/what-is-an-ai-agent-definition-how-it-works-and-examples).
+
+## What's the difference between an AI coding agent and an agent-workflow platform?
+
+An AI coding agent writes and modifies code in a specific project. An agent-workflow platform builds agents that can use code as one action in a larger automated process spanning apps and data sources.
+
+[Cursor](https://cursor.com/), [Claude Code](https://claude.com/product/claude-code), and [GitHub Copilot](https://github.com/features/copilot) are coding agents built around repository work. [Gumloop](https://www.gumloop.com/), [n8n](https://n8n.io/), and Sim are workflow platforms that can connect a code-writing action to a destination such as Slack, a CRM, or a database.
+
+The overlap is real. Sim includes a Function block for custom JavaScript in a workflow, and [Mothership](https://docs.sim.ai/mothership) lets users describe workflows in natural language. But Sim is not a replacement for an in-IDE coding agent when the job is writing and shipping a codebase. It fits when a code-executing step needs to participate in a larger agent that also uses other tools and data. For the distinction between agent-style automation and older rule-based systems, see [AI agents vs. RPA](https://www.sim.ai/library/ai-agents-vs-rpa).
+
+## What are the best agentic AI coding tools right now?
+
+The right pick depends on whether the work is writing code in a particular codebase or orchestrating code generation as part of a broader workflow.
+
+### In-IDE coding agents
+
+- [**Cursor**](https://cursor.com/) is an AI-native code editor built on VS Code, with an agent mode that edits across files, runs terminal commands, and works from markdown-based project instructions. It can use models from OpenAI, Anthropic, and Google depending on the task. Pricing starts with a free Hobby tier; [Pro is $20 per month](https://cursor.com/pricing) with extended agent usage, and Teams is [$40 per seat per month billed monthly or $32 annually](https://cursor.com/blog/teams-pricing-june-2026).
+- [**GitHub Copilot**](https://github.com/features/copilot) added agent mode inside VS Code and other IDEs, letting it plan changes, edit multiple files, and iterate. [GitHub’s pricing page](https://github.com/features/copilot/plans) lists Pro at $10 per user per month and Pro+ at $39 per user per month; [GitHub’s billing documentation](https://docs.github.com/copilot/reference/copilot-billing/models-and-pricing) explains its usage-based billing and states that one AI credit equals $0.01.
+- [**Claude Code**](https://claude.com/product/claude-code) is Anthropic’s terminal-based coding agent, included with Claude’s paid plans rather than sold separately. [Anthropic’s pricing page](https://claude.com/pricing) lists Claude Pro at $17 per month billed annually or $20 per month billed monthly, with Claude Code access; Max plans start at $100 per month for heavier usage.
+- **Windsurf** pricing is no longer independently verifiable on a vendor-owned Windsurf price page. [Cognition’s Devin pricing](https://cognition.com/pricing), where the product now sits, lists Free, Pro ($20 per month), Max ($200 per month), and Team ($80 per month plus $40 per seat) tiers.
+- [**Replit Agent**](https://replit.com/agent) builds and deploys applications from a prompt in Replit’s browser-based environment. [Replit’s pricing page](https://replit.com/pricing) lists a free Starter plan with daily Agent credits; Core is $20 per month billed annually ($25 month-to-month), includes $25 of monthly credits, and permits up to two agents in parallel. Pro is $95 per month billed annually ($100 month-to-month), includes $100 of monthly credits, and permits up to 10 parallel agents. Enterprise is custom.
+
+### Agent-workflow platforms that can run a coding step
+
+- **Sim** is an Apache 2.0-licensed AI workspace where a code-writing step is one block in a larger workflow. A team can describe a workflow to [Mothership](https://docs.sim.ai/mothership) in natural language, add a Function block for custom code, and deploy the finished workflow as a REST API, hosted chat experience, or MCP server. A workflow built once can be exposed as an MCP tool that a compatible coding agent calls, connecting IDE-based agents to a team’s own automations and data.
+- [**Gumloop**](https://www.gumloop.com/) is a hosted, no-code automation platform. Its own [agentic AI tools roundup](https://www.gumloop.com/blog/agentic-ai-tools) groups Cursor alongside workflow tools such as itself, n8n, and Zapier, illustrating why the category needs a clearer split. That page lists a free tier and paid plans starting at $37 per month.
+- [**n8n**](https://n8n.io/) is a fair-code, self-hostable workflow platform with a visual canvas and its own code step. [n8n’s pricing page](https://n8n.io/pricing) lists cloud Starter at €20 per month billed annually for 2,500 workflow executions and one shared project, Pro at €50 per month billed annually for 10,000 executions, and Business at €667 per month billed annually. Its Business plan includes self-hosting, SSO/SAML/LDAP, and Git-based version control; Enterprise is custom. The self-hosted Community Edition is free under [n8n’s Sustainable Use License](https://docs.n8n.io/sustainable-use-license/).
+
+## How do the top agentic AI coding tools compare?
+
+| Tool | Category | Build model | License / hosting | Deployment surface | Starting price |
+| --- | --- | --- | --- | --- | --- |
+| Cursor | In-IDE coding agent | Chat + agent mode in editor | Proprietary, local app | Local IDE | Free (Hobby); [$20/mo Pro](https://cursor.com/pricing) |
+| GitHub Copilot | In-IDE coding agent | Agent mode in IDE | Proprietary, cloud | IDE plugin | Free tier; [$10/mo Pro](https://github.com/features/copilot/plans) |
+| Claude Code | In-IDE/terminal coding agent | Terminal-based agent | Proprietary, cloud | CLI / terminal | [$17–20/mo](https://claude.com/pricing) via Claude Pro |
+| Windsurf / Cognition | In-IDE coding agent | Local + cloud agents in one IDE | Proprietary, local app | Local IDE | See [Cognition’s Devin pricing](https://cognition.com/pricing) |
+| Replit Agent | App-building agent | Prompt-to-deployed-app | Proprietary, cloud | Hosted app | Free (Starter); [$20/mo Core](https://replit.com/pricing), billed annually |
+| Sim | Agent-workflow platform | Natural language, visual canvas, or API | Apache 2.0, self-host or cloud | API, hosted chat, or MCP server | Free; [$25/user/mo Pro](https://www.sim.ai/pricing) |
+| Gumloop | Agent-workflow platform | Natural language + visual canvas | Proprietary, hosted | API, Slack, hosted agent pages | Free; [$37/mo Pro](https://www.gumloop.com/blog/agentic-ai-tools) |
+| n8n | Agent-workflow platform | Visual canvas + code step | Fair-code, self-host or cloud | API, webhook, self-hosted | Self-host free; [€20/mo Starter cloud](https://n8n.io/pricing), billed annually |
+
+## Can an agent-workflow platform replace an in-IDE coding agent?
+
+No—not for writing and shipping a codebase. In-IDE agents are designed around codebase context, git workflows, and terminal access that a general workflow platform does not try to replicate.
+
+A workflow platform adds value by connecting a coding agent’s output to the rest of a business process. A Sim workflow can place a completed code change alongside test execution, a Slack notification, and run-level tracing. The actual code work can still happen in an IDE; the workflow coordinates the systems around it. Teams deciding whether they need an agent or a simpler conversational interface can also read [AI agent vs. chatbot](https://www.sim.ai/library/ai-agent-vs-chatbot).
+
+## Are there open-source agentic AI coding tools?
+
+Yes, though “open source” means different things depending on the tool. Many prominent in-IDE coding agents, including Cursor, Windsurf, and Claude Code, are proprietary applications.
+
+Among workflow platforms that can run a coding step, licensing varies more. n8n uses its [Sustainable Use License](https://docs.n8n.io/sustainable-use-license/), which is source-available but has commercial restrictions. Sim’s core is [licensed under Apache 2.0](https://github.com/simstudioai/sim), a permissive open-source license, and Sim provides [self-hosting guidance](https://docs.sim.ai/self-hosting). For a wider comparison of licensing and deployment models, see [open-source AI agent platforms](https://www.sim.ai/library/open-source-ai-agent-platforms).
+
+## Do agentic coding tools support MCP?
+
+The [Model Context Protocol](https://modelcontextprotocol.io/) gives AI clients a standard way to connect to external tools and context. [Claude Code’s documentation](https://docs.anthropic.com/en/docs/claude-code/mcp) and [Cursor’s MCP documentation](https://docs.cursor.com/context/model-context-protocol) describe connecting to external MCP servers for additional tools and context.
+
+Sim supports MCP in both directions: it can connect external MCP servers as tools in a workflow and publish deployed workflows as MCP tools that compatible clients can call. For a full explanation of the protocol, see [what an MCP server is](https://www.sim.ai/library/what-is-an-mcp-server).
diff --git a/apps/sim/public/library/agentic-ai-coding-tools-what-they-are-and-how-the-top-options-compare/cover.jpg b/apps/sim/public/library/agentic-ai-coding-tools-what-they-are-and-how-the-top-options-compare/cover.jpg
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literal 0
HcmV?d00001


From 18214158b91d1775d3d0959cc91b988c5097edcb Mon Sep 17 00:00:00 2001
From: Bill Leoutsakos <157128530+BillLeoutsakosvl346@users.noreply.github.com>
Date: Sat, 1 Aug 2026 16:37:08 -0700
Subject: [PATCH 10/30] fix(sanitization): secret exposure in function and
 agent trace spans (#6000)

* fix trace span secret sanitization

* sanitize workflow output logs

* preserve streaming usage estimates

* Fix logging session test after staging merge

* secrets sanitization correctness

* fix(execution): address review regressions

* fix(execution): harden secret trace provenance

* fix(execution): preserve functional state during trace projection

---------

Co-authored-by: Bill Leoutsakos <billleoutsakos@Mac.localdomain>
Co-authored-by: Vikhyath Mondreti <vikhyath@simstudio.ai>
---
 .../content/docs/en/agents/custom-tools.mdx   |    2 +-
 apps/docs/content/docs/en/agents/mcp.mdx      |    4 +-
 .../content/docs/en/logs-debugging/index.mdx  |    2 +-
 .../docs/en/logs-debugging/logging.mdx        |    4 +-
 .../content/docs/en/platform/credentials.mdx  |   11 +-
 .../docs/en/workflows/blocks/function.mdx     |    9 +-
 .../content/docs/en/workflows/blocks/logs.mdx |    5 +-
 .../content/docs/en/workflows/variables.mdx   |    4 +-
 .../app/api/function/execute/route.test.ts    |  109 +-
 apps/sim/app/api/function/execute/route.ts    |  160 +-
 apps/sim/app/api/logs/export/route.ts         |   16 +-
 .../app/api/mcp/tools/execute/route.test.ts   |  199 ++
 apps/sim/app/api/mcp/tools/execute/route.ts   |  472 +++--
 .../app/api/mothership/execute/route.test.ts  |  452 +++-
 apps/sim/app/api/mothership/execute/route.ts  |  221 +-
 apps/sim/app/api/v1/logs/[id]/route.ts        |    5 +-
 apps/sim/app/api/v1/logs/route.ts             |    5 +-
 .../[id]/execute/route.async.test.ts          |  288 +++
 .../app/api/workflows/[id]/execute/route.ts   |  201 +-
 .../[id]/executions/[executionId]/route.ts    |   51 +-
 .../app/api/workflows/[id]/log/route.test.ts  |  103 +
 apps/sim/app/api/workflows/[id]/log/route.ts  |   30 +
 .../app/workspace/[workspaceId]/logs/logs.tsx |   15 +-
 .../app/workspace/[workspaceId]/logs/utils.ts |   35 -
 .../hooks/use-workflow-execution.test.tsx     |  189 +-
 .../hooks/use-workflow-execution.ts           |   88 +-
 ...rkflow-execution-utils.integration.test.ts |   43 +
 .../utils/workflow-execution-utils.test.ts    |  275 ++-
 .../utils/workflow-execution-utils.ts         |  132 +-
 .../async-preprocessing-correlation.test.ts   |  107 +-
 apps/sim/background/resume-execution.test.ts  |   94 +
 .../sim/background/schedule-execution.test.ts |   76 +-
 apps/sim/background/schedule-execution.ts     |  135 +-
 apps/sim/background/webhook-execution.test.ts |  139 +-
 apps/sim/background/webhook-execution.ts      |   73 +-
 apps/sim/background/workflow-execution.ts     |    1 +
 .../executor/execution/block-executor.test.ts |  105 +
 apps/sim/executor/execution/engine.ts         |    1 +
 apps/sim/executor/execution/executor.ts       |    1 +
 .../execution/snapshot-serializer.test.ts     |   40 +
 .../executor/execution/snapshot-serializer.ts |   13 +
 apps/sim/executor/execution/types.ts          |   39 +-
 .../executor/handlers/agent/agent-handler.ts  |   91 +-
 .../mothership/mothership-handler.test.ts     |  160 +-
 .../handlers/mothership/mothership-handler.ts |   77 +-
 .../workflow/custom-block-tool-runner.test.ts |   14 +
 .../workflow/custom-block-tool-runner.ts      |   13 +-
 .../workflow/workflow-handler.test.ts         |   85 +-
 .../handlers/workflow/workflow-handler.ts     |   50 +-
 apps/sim/executor/types.ts                    |    2 +
 .../utils/reference-validation.test.ts        |   44 +
 .../executor/utils/reference-validation.ts    |   15 +-
 .../resolved-secret-trace-registry.test.ts    |  655 ++++++
 .../utils/resolved-secret-trace-registry.ts   |  784 +++++++
 apps/sim/executor/variables/resolver.test.ts  |   22 +
 .../executor/variables/resolvers/env.test.ts  |   18 +
 apps/sim/executor/variables/resolvers/env.ts  |    3 +
 apps/sim/hooks/queries/logs.ts                |   14 +-
 apps/sim/hooks/use-execution-stream.ts        |   10 +-
 apps/sim/lib/api/contracts/workflows.test.ts  |    6 +
 apps/sim/lib/api/contracts/workflows.ts       |    2 +
 apps/sim/lib/copilot/mcp-tools.test.ts        |  127 +-
 apps/sim/lib/copilot/mcp-tools.ts             |   47 +-
 .../lib/copilot/request/lifecycle/run.test.ts |   39 +
 apps/sim/lib/copilot/request/lifecycle/run.ts |   11 +
 .../copilot/tool-executor/executor.test.ts    |   30 +
 .../sim/lib/copilot/tool-executor/executor.ts |    6 +-
 apps/sim/lib/copilot/tool-executor/types.ts   |    2 +
 .../tools/handlers/function-execute.test.ts   |   26 +
 .../tools/handlers/function-execute.ts        |    6 +-
 .../tools/handlers/workflow/mutations.test.ts |  185 ++
 .../tools/handlers/workflow/mutations.ts      |   28 +-
 .../tools/server/jobs/get-job-logs.test.ts    |  131 ++
 .../copilot/tools/server/jobs/get-job-logs.ts |   64 +-
 apps/sim/lib/core/telemetry.ts                |   55 +-
 apps/sim/lib/data-drains/sources/job-logs.ts  |   12 +
 .../lib/data-drains/sources/workflow-logs.ts  |    4 +-
 apps/sim/lib/environment/utils.test.ts        |   83 +
 apps/sim/lib/environment/utils.ts             |  109 +-
 apps/sim/lib/execution/payloads/serializer.ts |   22 +-
 .../execution/private-tool-metadata.test.ts   |   62 +
 .../lib/execution/private-tool-metadata.ts    |   44 +
 apps/sim/lib/logs/execution/display-types.ts  |    6 +
 .../logs/execution/functional-outputs.test.ts |   66 +
 .../lib/logs/execution/functional-outputs.ts  |   62 +
 apps/sim/lib/logs/execution/logger.test.ts    |  121 +-
 apps/sim/lib/logs/execution/logger.ts         |  234 ++-
 .../logs/execution/logging-session.test.ts    |  588 +++++-
 .../sim/lib/logs/execution/logging-session.ts |  310 ++-
 .../execution/trace-secret-projection.test.ts | 1111 ++++++++++
 .../logs/execution/trace-secret-projection.ts | 1840 +++++++++++++++++
 .../lib/logs/execution/trace-store.test.ts    |  140 ++
 apps/sim/lib/logs/execution/trace-store.ts    |  120 +-
 apps/sim/lib/logs/fetch-log-detail.ts         |   21 +-
 apps/sim/lib/logs/types.ts                    |   16 +
 apps/sim/lib/mcp/client.ts                    |    8 +
 apps/sim/lib/mcp/resolve-config.test.ts       |  182 ++
 apps/sim/lib/mcp/resolve-config.ts            |   64 +-
 apps/sim/lib/mcp/service-pool.test.ts         |  218 +-
 apps/sim/lib/mcp/service.ts                   |  162 +-
 apps/sim/lib/mcp/types.ts                     |    3 +
 apps/sim/lib/table/backfill-runner.ts         |   42 +-
 apps/sim/lib/webhooks/env-resolver.test.ts    |   34 +
 apps/sim/lib/webhooks/env-resolver.ts         |   31 +-
 .../executor/execute-workflow.test.ts         |   19 +
 .../workflows/executor/execute-workflow.ts    |    5 +
 .../workflows/executor/execution-core.test.ts |  411 ++++
 .../lib/workflows/executor/execution-core.ts  |   94 +-
 .../workflows/executor/execution-events.ts    |   42 +-
 .../executor/execution-state.test.ts          |   60 +
 .../lib/workflows/executor/execution-state.ts |   26 +-
 .../executor/human-in-the-loop-manager.ts     |   65 +-
 .../forward-agent-stream-events.test.ts       |   69 +-
 .../streaming/forward-agent-stream-events.ts  |   43 +-
 .../lib/workflows/streaming/streaming.test.ts |   38 +
 apps/sim/lib/workflows/streaming/streaming.ts |    1 +
 apps/sim/providers/anthropic/core.ts          |    4 +-
 .../anthropic/streaming-tool-loop.ts          |    4 +-
 apps/sim/providers/azure-openai/index.ts      |    4 +-
 apps/sim/providers/baseten/index.ts           |    4 +-
 apps/sim/providers/bedrock/index.ts           |    4 +-
 .../providers/bedrock/streaming-tool-loop.ts  |    4 +-
 apps/sim/providers/cerebras/index.ts          |    4 +-
 apps/sim/providers/deepseek/index.ts          |    4 +-
 apps/sim/providers/fireworks/index.ts         |    4 +-
 apps/sim/providers/gemini/core.ts             |    4 +-
 .../providers/gemini/streaming-tool-loop.ts   |    4 +-
 apps/sim/providers/groq/index.ts              |    4 +-
 apps/sim/providers/index.ts                   |   11 +-
 apps/sim/providers/kimi/index.ts              |    4 +-
 apps/sim/providers/litellm/index.ts           |    4 +-
 apps/sim/providers/meta/index.ts              |    4 +-
 apps/sim/providers/mistral/index.ts           |    4 +-
 apps/sim/providers/nvidia/index.ts            |    4 +-
 apps/sim/providers/ollama/core.ts             |    4 +-
 .../openai-compat/streaming-tool-loop.ts      |    4 +-
 apps/sim/providers/openai/core.ts             |    4 +-
 .../providers/openai/streaming-tool-loop.ts   |    4 +-
 apps/sim/providers/openrouter/index.ts        |    4 +-
 apps/sim/providers/runtime-context.test.ts    |   76 +
 apps/sim/providers/runtime-context.ts         |   30 +
 apps/sim/providers/sakana/index.ts            |    4 +-
 apps/sim/providers/together/index.ts          |    4 +-
 apps/sim/providers/vllm/index.ts              |    4 +-
 apps/sim/providers/xai/index.ts               |    4 +-
 apps/sim/providers/zai/index.ts               |    4 +-
 .../stores/terminal/console/storage.test.ts   |   87 +
 apps/sim/stores/terminal/console/storage.ts   |   93 +-
 .../sim/stores/terminal/console/store.test.ts |   25 +
 apps/sim/stores/terminal/console/store.ts     |   11 +-
 apps/sim/stores/terminal/console/types.ts     |    1 +
 apps/sim/tools/index.test.ts                  |  447 ++++
 apps/sim/tools/index.ts                       |  327 ++-
 .../src/mocks/environment-utils.mock.test.ts  |    8 +
 .../src/mocks/environment-utils.mock.ts       |    7 +
 155 files changed, 13586 insertions(+), 1009 deletions(-)
 create mode 100644 apps/sim/app/api/mcp/tools/execute/route.test.ts
 create mode 100644 apps/sim/background/resume-execution.test.ts
 create mode 100644 apps/sim/executor/utils/reference-validation.test.ts
 create mode 100644 apps/sim/executor/utils/resolved-secret-trace-registry.test.ts
 create mode 100644 apps/sim/executor/utils/resolved-secret-trace-registry.ts
 create mode 100644 apps/sim/lib/copilot/tools/server/jobs/get-job-logs.test.ts
 create mode 100644 apps/sim/lib/environment/utils.test.ts
 create mode 100644 apps/sim/lib/execution/private-tool-metadata.test.ts
 create mode 100644 apps/sim/lib/execution/private-tool-metadata.ts
 create mode 100644 apps/sim/lib/logs/execution/display-types.ts
 create mode 100644 apps/sim/lib/logs/execution/functional-outputs.test.ts
 create mode 100644 apps/sim/lib/logs/execution/functional-outputs.ts
 create mode 100644 apps/sim/lib/logs/execution/trace-secret-projection.test.ts
 create mode 100644 apps/sim/lib/logs/execution/trace-secret-projection.ts
 create mode 100644 apps/sim/lib/logs/execution/trace-store.test.ts
 create mode 100644 apps/sim/lib/mcp/resolve-config.test.ts
 create mode 100644 apps/sim/providers/runtime-context.test.ts
 create mode 100644 apps/sim/providers/runtime-context.ts
 create mode 100644 apps/sim/stores/terminal/console/storage.test.ts

diff --git a/apps/docs/content/docs/en/agents/custom-tools.mdx b/apps/docs/content/docs/en/agents/custom-tools.mdx
index c551d942652..9648b00910e 100644
--- a/apps/docs/content/docs/en/agents/custom-tools.mdx
+++ b/apps/docs/content/docs/en/agents/custom-tools.mdx
@@ -156,7 +156,7 @@ From **Settings → Custom Tools** you can:
 
 <FAQ items={[
   { question: "Can I use custom tools in standalone blocks (not agents)?", answer: "No. Custom tools are designed for use within Agent blocks, where the AI model decides when to call them. For deterministic tool execution, use the Function block instead." },
-  { question: "How do I pass API keys to my custom tool code?", answer: "Use environment variables with double curly brace syntax: {{MY_API_KEY}}. Create the environment variable in Settings → Secrets, and it will be injected at execution time without appearing in logs." },
+  { question: "How do I pass API keys to my custom tool code?", answer: "Use double curly brace syntax such as {{MY_API_KEY}} for a value saved under Settings → Secrets. The real value is injected at execution time, while exact occurrences are masked in the trace copy. If the tool returns the secret, the raw result still reaches the Agent. See Execution log protection under Secrets for details." },
   { question: "Can I use external npm packages?", answer: "No. Custom tool code runs in a sandboxed environment with access to built-in Node.js modules and fetch(), but not external packages. For complex dependencies, consider calling an external API that wraps the functionality you need." },
   { question: "What's the difference between custom tools and the Function block?", answer: "Custom tools are called by AI agents when they decide the tool is relevant — the agent chooses when to use it. Function blocks run deterministically at a fixed point in the workflow. Use custom tools for agent-driven actions and Function blocks for predictable data transformations." },
   { question: "Are custom tools shared across the workspace?", answer: "Yes. Custom tools are workspace-scoped, so all workspace members can use them in their workflows." },
diff --git a/apps/docs/content/docs/en/agents/mcp.mdx b/apps/docs/content/docs/en/agents/mcp.mdx
index 2f1d2a5a508..90155b3ca73 100644
--- a/apps/docs/content/docs/en/agents/mcp.mdx
+++ b/apps/docs/content/docs/en/agents/mcp.mdx
@@ -72,6 +72,8 @@ Authorization: Bearer {{MCP_API_TOKEN}}
 
 When you type `{{` in the URL or header fields, a dropdown appears showing available workspace environment variables.
 
+When a saved secret is successfully substituted this way, exact occurrences of its value are masked in stored MCP tool-call traces. The real URL or header value still reaches the MCP server unchanged. See [Execution log protection](/platform/credentials#execution-log-protection) for the exact scope and limitations.
+
 ### Testing and Validation
 
 Click **Test Connection** before saving to verify the server is reachable and discover available tools. The test response shows the number of tools found and the protocol version.
@@ -169,4 +171,4 @@ import { FAQ } from '@/components/ui/faq'
   { question: "How do I update MCP tool schemas after a server changes its available tools?", answer: "Click the Refresh button on the MCP server in your workspace settings. This fetches the latest tool schemas from the server and automatically updates any agent blocks that use those tools with the new parameter definitions." },
   { question: "Can permission groups restrict access to MCP tools?", answer: "Yes. On Enterprise-entitled workspaces, any workspace admin can create a permission group that disables MCP tools for its members using the disableMcpTools option. When this is enabled, affected users will not be able to add or use MCP tools in workflows that belong to that workspace." },
   { question: "What happens if an MCP server goes offline during workflow execution?", answer: "If the MCP server is unreachable during execution, the tool call will fail and return an error. In an Agent block, the AI may attempt to handle the failure gracefully. In a standalone MCP Tool block, the workflow step will fail. Check MCP server logs and verify the server is running and accessible to troubleshoot connectivity issues." },
-]} />
\ No newline at end of file
+]} />
diff --git a/apps/docs/content/docs/en/logs-debugging/index.mdx b/apps/docs/content/docs/en/logs-debugging/index.mdx
index df544382d9a..fcf9b8c8f49 100644
--- a/apps/docs/content/docs/en/logs-debugging/index.mdx
+++ b/apps/docs/content/docs/en/logs-debugging/index.mdx
@@ -43,7 +43,7 @@ This is the level you debug at, because a run fails when one of its blocks fails
 
 ### Input and output
 
-Each block in the sidebar has two tabs. The **Input** tab shows the resolved values the block actually ran with: the literal values you typed, and the earlier outputs it read by reference (with API keys redacted). The **Output** tab shows what the block produced, formatted as an object, with markdown rendered for agent-generated text.
+Each block in the sidebar has two tabs. The **Input** tab shows the resolved values the block actually ran with: the literal values you typed, and the earlier outputs it read by reference. Exact values successfully substituted from Secrets through `{{KEY}}` are masked in this trace copy; see [Execution log protection](/platform/credentials#execution-log-protection). The **Output** tab shows what the block produced, formatted as an object, with markdown rendered for agent-generated text.
 
 The input tab is the important one. A block reads earlier outputs by name, written `<blockName.field>`, and the input tab shows what those references resolved to at run time. If a reference pointed at a value that was not there, you see it here as missing or wrong, not as the tag you wrote. See [how blocks pass data](/workflows/data-flow) for how those references resolve.
 
diff --git a/apps/docs/content/docs/en/logs-debugging/logging.mdx b/apps/docs/content/docs/en/logs-debugging/logging.mdx
index 3c1b3970501..fdbcbdbd64f 100644
--- a/apps/docs/content/docs/en/logs-debugging/logging.mdx
+++ b/apps/docs/content/docs/en/logs-debugging/logging.mdx
@@ -57,7 +57,7 @@ Click any entry to open its sidebar: the run's timeline (start/end, total durati
     The block's result — JSON-formatted structured data, markdown rendering for AI content, and a copy button.
   </Tab>
   <Tab>
-    What the block received — resolved variable values, referenced outputs, and environment variables. API keys are automatically redacted.
+    What the block received — resolved variable values, referenced outputs, and environment variables. Exact secret values activated by a successful `{{KEY}}` substitution are masked in this trace view. See [Execution log protection](/platform/credentials#execution-log-protection).
   </Tab>
 </Tabs>
 
@@ -95,7 +95,7 @@ import { FAQ } from '@/components/ui/faq'
 <FAQ items={[
   { question: "How long are run logs retained?", answer: "Free plans retain logs for 7 days — after that, logs are archived to cloud storage and deleted from the database. Pro, Team, and Enterprise plans retain logs indefinitely with no automatic cleanup." },
   { question: "What data is captured in each run log?", answer: "Each log entry includes the run ID, workflow ID, trigger type, start and end timestamps, total duration in milliseconds, cost breakdown (total cost, token counts, and per-model breakdowns), run data with trace spans, final output, and any associated files. The log details sidebar lets you inspect block-level inputs and outputs." },
-  { question: "Are API keys visible in the logs?", answer: "No. API keys and credentials are automatically redacted in the log input tab for security. You can safely inspect block inputs without exposing sensitive values." },
+  { question: "Are saved secrets visible in logs?", answer: "When a value saved under Secrets is successfully substituted through {{KEY}}, exact, case-sensitive occurrences are masked throughout the log-facing copy, including the live block-log display, Logs Overview input and output, Trace, log-read APIs, and the Logs block's Get Run Details output. This is not a general redactor: hardcoded or directly read values do not activate masking by themselves, and encoded, hashed, or transformed values are not matched. Functional execution responses, streams, and callbacks remain unchanged. See Execution log protection under Secrets for details." },
   { question: "What is a workflow snapshot?", answer: "A frozen copy of the workflow's structure (blocks, connections, and configuration) captured at run time, so you can see the exact state behind a particular run — useful for debugging workflows that have been modified since." },
   { question: "Can I access logs programmatically?", answer: "Yes. The External API provides endpoints to query logs with filtering by workflow, time range, trigger type, duration, cost, and model. You can also set up webhook, email, or Slack notifications for real-time alerts when runs complete." },
   { question: "What does Live mode do on the Logs page?", answer: "It refreshes the Logs page in real time so new entries appear as they are recorded — useful during deployments or when monitoring active workflows." },
diff --git a/apps/docs/content/docs/en/platform/credentials.mdx b/apps/docs/content/docs/en/platform/credentials.mdx
index 5ad99772a29..824fa951318 100644
--- a/apps/docs/content/docs/en/platform/credentials.mdx
+++ b/apps/docs/content/docs/en/platform/credentials.mdx
@@ -65,8 +65,14 @@ Select the secret you want to use. The reference appears highlighted in blue and
   height={200}
 />
 
+### Execution log protection
+
+When a saved secret is successfully substituted through a `{{KEY}}` reference, Sim masks exact, case-sensitive occurrences of its resolved value in log-facing content. This includes the editor's live block-log display, Logs Overview input and output, stored execution traces, log-read API responses, and the Logs block's **Get Run Details** output. Function and Agent span inputs, outputs, and errors, Agent thinking, and Agent tool-call arguments, results, and errors are protected. The replacement is normally shown as `{{KEY}}`.
+
+This is an observability projection only. Secret resolution and workflow behavior are unchanged: blocks, tools, models, and downstream steps receive the real runtime value. Stored functional execution data, workflow execution responses, streams, callbacks, block state, and snapshots are not rewritten. Log-facing views and read APIs receive a separate protected copy, so the Logs Overview **Workflow Input** and **Workflow Output** are masked without changing the underlying workflow result.
+
 <Callout type="warn">
-Secret values are never exposed in the workflow editor or execution logs — they are only resolved during execution.
+Masking is activated only when Sim successfully resolves a value from **Settings → Secrets** through `{{KEY}}`. A hardcoded literal, direct `environmentVariables['KEY']` read, or shell `$KEY` read does not activate it by itself. Once activated, every exact occurrence of that value in the run's log-facing content is masked. Encoded, hashed, or otherwise transformed versions are not matched. Do not deliberately return or print secrets.
 </Callout>
 
 ## Secret Details
@@ -115,7 +121,8 @@ When a workflow runs, secrets resolve in this order:
 - **Never hardcode secrets** in workflow input fields — always use `{{KEY}}` references
 
 <FAQ items={[
-  { question: "Are my secrets encrypted at rest?", answer: "Yes. Secret values are encrypted before being stored in the database using server-side encryption, so raw values are never persisted in plaintext. They are also never exposed in the workflow editor, logs, or API responses." },
+  { question: "Are my secrets encrypted at rest?", answer: "Yes. Values saved under Secrets are encrypted before being stored in the database." },
+  { question: "Can a saved secret still appear in a workflow result?", answer: "Yes. Functional data is not rewritten, so the raw value can still reach downstream blocks, tools, and models and can appear in workflow execution responses, streams, or callbacks if your workflow deliberately returns or prints it. Log-facing views and read APIs, including Workflow Output on the Logs Overview and the Logs block's Get Run Details output, receive a protected copy after a successful {{KEY}} substitution." },
   { question: "What happens if both a workspace secret and a personal secret have the same key name?", answer: "The workspace secret takes precedence. During execution, the resolver checks workspace secrets first and uses personal secrets only as a fallback. This ensures production workflows use the shared, team-managed value." },
   { question: "Who determines which personal secret is used for automated runs?", answer: "For manual runs, the personal secrets of the user who clicked Run are used as fallback. For automated runs triggered by API, webhook, or schedule, the personal secrets of the workflow owner are used instead." },
   { question: "Can I import secrets from a .env file?", answer: "Yes. Paste .env-style content (KEY=VALUE format) into any key or value field and the secrets will be auto-populated. The parser supports export KEY=VALUE, quoted values, and inline comments." },
diff --git a/apps/docs/content/docs/en/workflows/blocks/function.mdx b/apps/docs/content/docs/en/workflows/blocks/function.mdx
index 2e555979bd6..c9f1a3019a1 100644
--- a/apps/docs/content/docs/en/workflows/blocks/function.mdx
+++ b/apps/docs/content/docs/en/workflows/blocks/function.mdx
@@ -138,14 +138,19 @@ number reported. A sandbox may declare up to 50 packages.
 
 When a Function block is used as an Agent tool, its code can read every workspace
 secret by default — both `{{MY_SECRET}}` and `environmentVariables['MY_SECRET']`.
+Use `{{MY_SECRET}}` when the value may appear in execution logs: a successful
+double-brace substitution activates [execution-trace masking](/platform/credentials#execution-log-protection),
+while direct `environmentVariables['MY_SECRET']` access alone does not activate
+it by itself.
 
 To narrow that, set **Secret access** to *Selected secrets* in the block's
 tool configuration and pick the names the code may read. Two things change:
 
 - Only those secrets are injected. `{{OTHER_SECRET}}` no longer resolves either.
 - The selected **names** are added to the tool's description, so the model knows
-  what it can reference. Values are never sent to the model — they are injected
-  server-side at execution.
+  what it can reference. Values are injected server-side when the Function runs.
+  If the Function returns a secret, the raw result is still sent to the Agent;
+  masking affects only the trace and display copy.
 
 Leaving the default (*All secrets*) resolves the list at run time, so a secret
 added next month is included automatically.
diff --git a/apps/docs/content/docs/en/workflows/blocks/logs.mdx b/apps/docs/content/docs/en/workflows/blocks/logs.mdx
index 84ce3893bdd..54e3186748d 100644
--- a/apps/docs/content/docs/en/workflows/blocks/logs.mdx
+++ b/apps/docs/content/docs/en/workflows/blocks/logs.mdx
@@ -46,7 +46,10 @@ This pairs naturally with the [Sim trigger](/workflows/triggers/sim): the trigge
 
 <Callout type="info">
   The block always operates on the current workspace. Costs are denominated in credits, both for
-  the cost filter and the cost output.
+  the cost filter and the cost output. **Get Run Details** is a log-read path, so both `traceSpans`
+  and `finalOutput` come from the protected log-facing projection described under
+  [Execution log protection](/platform/credentials#execution-log-protection). The underlying runtime
+  result remains unchanged.
 </Callout>
 
 <FAQ items={[
diff --git a/apps/docs/content/docs/en/workflows/variables.mdx b/apps/docs/content/docs/en/workflows/variables.mdx
index 710da001205..c19430a51e0 100644
--- a/apps/docs/content/docs/en/workflows/variables.mdx
+++ b/apps/docs/content/docs/en/workflows/variables.mdx
@@ -74,9 +74,9 @@ Each run starts fresh from the values defined in the panel. A change made during
 
 ## Environment variables
 
-Environment variables store sensitive values like API keys, tokens, and configuration that should never appear in logs or on the canvas. Create them under **Settings → Secrets** by adding a key-value pair.
+Environment variables let you keep sensitive values like API keys and tokens out of your saved workflow configuration. Create them under **Settings → Secrets** by adding a key-value pair.
 
-Reference them with double curly braces in any block field, including Agent system prompts and Function block code. The value is substituted before the block runs, and API keys are redacted in logs.
+Reference them with double curly braces in any block field, including Agent system prompts and Function block code. The value is substituted before the block runs. When a saved secret is successfully substituted through `{{KEY}}`, exact occurrences of that value are masked in the live block-log display and stored execution trace without changing the runtime value. See [Execution log protection](/platform/credentials#execution-log-protection) for the exact scope and limitations.
 
 ```
 {{API_KEY}}
diff --git a/apps/sim/app/api/function/execute/route.test.ts b/apps/sim/app/api/function/execute/route.test.ts
index b240a68a099..f78dd26b928 100644
--- a/apps/sim/app/api/function/execute/route.test.ts
+++ b/apps/sim/app/api/function/execute/route.test.ts
@@ -796,16 +796,115 @@ describe('Function Execute API Route', () => {
 
   describe('Template Variable Resolution', () => {
     it.concurrent('should resolve environment variables with {{var_name}} syntax', async () => {
-      const req = createMockRequest('POST', {
-        code: 'return {{API_KEY}}',
-        envVars: {
-          API_KEY: 'secret-key-123',
+      const req = createMockRequest(
+        'POST',
+        {
+          code: 'return {{API_KEY}}',
+          envVars: {
+            API_KEY: 'secret-key-123',
+          },
         },
-      })
+        {
+          'x-sim-request-private-tool-metadata': 'resolved-secret-names-v1',
+        }
+      )
 
       const response = await POST(req)
+      const data = await response.json()
 
       expect(response.status).toBe(200)
+      expect(data.__resolvedSecretNames).toEqual(['API_KEY'])
+    })
+
+    it('reports only successful references sourced from scoped environment variables', async () => {
+      const envResponse = await POST(
+        createMockRequest(
+          'POST',
+          {
+            code: 'return {{SHARED}} + {{ENV_ONLY}} + {{MISSING}}',
+            params: { SHARED: 'param-value', MISSING: 'ordinary-param' },
+            envVars: { SHARED: 'secret-value', ENV_ONLY: 'other-secret' },
+          },
+          {
+            'x-sim-request-private-tool-metadata': 'resolved-secret-names-v1',
+          }
+        )
+      )
+      const envData = await envResponse.json()
+
+      const directResponse = await POST(
+        createMockRequest(
+          'POST',
+          {
+            code: 'return environmentVariables.API_KEY + params.API_KEY',
+            params: { API_KEY: 'ordinary-param' },
+            envVars: { API_KEY: 'secret-value' },
+          },
+          {
+            'x-sim-request-private-tool-metadata': 'resolved-secret-names-v1',
+          }
+        )
+      )
+      const directData = await directResponse.json()
+
+      expect(envData.__resolvedSecretNames).toEqual(['ENV_ONLY', 'SHARED'])
+      expect(directData.__resolvedSecretNames).toEqual([])
+    })
+
+    it('reports shell {{NAME}} substitutions but not direct shell environment access', async () => {
+      envFlagsMock.isRemoteSandboxEnabled = true
+
+      const referencedResponse = await POST(
+        createMockRequest(
+          'POST',
+          {
+            code: 'printf "%s" "{{API_KEY}}"',
+            language: 'shell',
+            envVars: { API_KEY: 'secret-value' },
+          },
+          {
+            'x-sim-request-private-tool-metadata': 'resolved-secret-names-v1',
+          }
+        )
+      )
+      const referencedData = await referencedResponse.json()
+
+      const directResponse = await POST(
+        createMockRequest(
+          'POST',
+          {
+            code: 'printf "%s" "$API_KEY"',
+            language: 'shell',
+            envVars: { API_KEY: 'secret-value' },
+          },
+          {
+            'x-sim-request-private-tool-metadata': 'resolved-secret-names-v1',
+          }
+        )
+      )
+      const directData = await directResponse.json()
+
+      expect(referencedData.__resolvedSecretNames).toEqual(['API_KEY'])
+      expect(directData.__resolvedSecretNames).toEqual([])
+    })
+
+    it('reports only substitutions allowed by the Function secret scope', async () => {
+      const response = await POST(
+        createMockRequest(
+          'POST',
+          {
+            code: 'return {{ALLOWED}} + {{BLOCKED}}',
+            envVars: { ALLOWED: 'allowed-secret', BLOCKED: 'blocked-secret' },
+            secretScope: 'selected',
+            mountedSecrets: ['ALLOWED'],
+          },
+          {
+            'x-sim-request-private-tool-metadata': 'resolved-secret-names-v1',
+          }
+        )
+      )
+
+      expect((await response.json()).__resolvedSecretNames).toEqual(['ALLOWED'])
     })
 
     it.concurrent('should resolve tag variables with <tag_name> syntax', async () => {
diff --git a/apps/sim/app/api/function/execute/route.ts b/apps/sim/app/api/function/execute/route.ts
index 59a295bc924..4f72d777a38 100644
--- a/apps/sim/app/api/function/execute/route.ts
+++ b/apps/sim/app/api/function/execute/route.ts
@@ -35,6 +35,12 @@ import {
 } from '@/lib/execution/payloads/materialization.server'
 import { compactExecutionPayload } from '@/lib/execution/payloads/serializer'
 import { materializeLargeValueRef } from '@/lib/execution/payloads/store'
+import {
+  PRIVATE_TOOL_METADATA_RESPONSE_HEADER,
+  RESOLVED_SECRET_NAMES_FIELD,
+  RESOLVED_SECRET_NAMES_METADATA_V1,
+  requestsPrivateToolMetadata,
+} from '@/lib/execution/private-tool-metadata'
 import {
   executeInSandbox,
   executeShellInSandbox,
@@ -65,6 +71,8 @@ const E2B_JS_WRAPPER_LINES = 3
 const E2B_PYTHON_WRAPPER_LINES = 1
 const MAX_SANDBOX_OUTPUT_FILES = 20
 const MAX_SANDBOX_OUTPUT_BYTES = 50 * 1024 * 1024
+const MAX_PRIVATE_RESOLVED_SECRET_NAMES = 10_000
+const MAX_PRIVATE_RESOLVED_SECRET_NAMES_BYTES = 1024 * 1024
 
 /** Matches valid JS identifier names (letters, digits, underscore; no leading digit). */
 const SAFE_IDENTIFIER = /^[a-zA-Z_][a-zA-Z0-9_]*$/
@@ -586,7 +594,8 @@ function resolveEnvironmentVariables(
   code: string,
   params: Record<string, any>,
   envVars: Record<string, string>,
-  contextVariables: Record<string, any>
+  contextVariables: Record<string, any>,
+  onResolvedSecret?: (name: string) => void
 ): string {
   let resolvedCode = code
 
@@ -627,6 +636,9 @@ function resolveEnvironmentVariables(
 
     const safeVarName = `__var_${varName.replace(/[^a-zA-Z0-9_]/g, '_')}`
     contextVariables[safeVarName] = varValue
+    if (Object.hasOwn(envVars, varName) && envVars[varName] === varValue) {
+      onResolvedSecret?.(varName)
+    }
     resolvedCode =
       resolvedCode.slice(0, index) + safeVarName + resolvedCode.slice(index + matchStr.length)
   }
@@ -704,13 +716,20 @@ function resolveCodeVariables(
   blockNameMapping: Record<string, string> = {},
   blockOutputSchemas: Record<string, OutputSchema> = {},
   workflowVariables: Record<string, unknown> = {},
-  language = 'javascript'
+  language = 'javascript',
+  onResolvedSecret?: (name: string) => void
 ): { resolvedCode: string; contextVariables: Record<string, unknown> } {
   let resolvedCode = code
   const contextVariables: Record<string, unknown> = {}
 
   resolvedCode = resolveWorkflowVariables(resolvedCode, workflowVariables, contextVariables)
-  resolvedCode = resolveEnvironmentVariables(resolvedCode, params, envVars, contextVariables)
+  resolvedCode = resolveEnvironmentVariables(
+    resolvedCode,
+    params,
+    envVars,
+    contextVariables,
+    onResolvedSecret
+  )
   resolvedCode = resolveTagVariables(
     resolvedCode,
     blockData,
@@ -796,6 +815,8 @@ interface FunctionRouteExecutionContext {
   allowLargeValueWorkflowScope?: boolean
   userId?: string
   requestId: string
+  resolvedSecretNames: Set<string>
+  includePrivateResolvedSecretNames: boolean
 }
 
 function asRecord(value: unknown): Record<string, unknown> {
@@ -931,7 +952,7 @@ async function functionJsonResponse<T>(
   context: FunctionRouteExecutionContext,
   init?: ResponseInit
 ) {
-  return NextResponse.json(
+  const response = NextResponse.json(
     await compactFunctionRouteBody(
       {
         ...body,
@@ -942,6 +963,52 @@ async function functionJsonResponse<T>(
     ),
     init
   )
+  return appendResolvedSecretNames(response, context)
+}
+
+function getPrivateResolvedSecretNames(context: FunctionRouteExecutionContext): string[] | null {
+  if (context.resolvedSecretNames.size > MAX_PRIVATE_RESOLVED_SECRET_NAMES) return null
+
+  const names = Array.from(context.resolvedSecretNames).sort()
+  let bytes = 0
+  for (const name of names) {
+    bytes += Buffer.byteLength(name, 'utf8')
+    if (bytes > MAX_PRIVATE_RESOLVED_SECRET_NAMES_BYTES) return null
+  }
+  return names
+}
+
+async function appendResolvedSecretNames(
+  response: NextResponse,
+  context: FunctionRouteExecutionContext
+): Promise<NextResponse> {
+  const names = context.includePrivateResolvedSecretNames
+    ? getPrivateResolvedSecretNames(context)
+    : null
+  return appendPrivateResolvedSecretNames(response, names)
+}
+
+async function appendPrivateResolvedSecretNames(
+  response: NextResponse,
+  names: string[] | null
+): Promise<NextResponse> {
+  if (!names) return response
+
+  try {
+    const body = (await response.clone().json()) as Record<string, unknown>
+    const headers = new Headers(response.headers)
+    headers.delete('content-length')
+    headers.set(PRIVATE_TOOL_METADATA_RESPONSE_HEADER, RESOLVED_SECRET_NAMES_METADATA_V1)
+    return NextResponse.json(
+      {
+        ...body,
+        [RESOLVED_SECRET_NAMES_FIELD]: names,
+      },
+      { status: response.status, statusText: response.statusText, headers }
+    )
+  } catch {
+    return response
+  }
 }
 
 /**
@@ -1411,6 +1478,7 @@ export const POST = withRouteHandler(async (req: NextRequest) => {
   let resolvedCode = '' // Store resolved code for error reporting
   let sourceCodeForErrors: string | undefined
   let routeContext: FunctionRouteExecutionContext | undefined
+  let includePrivateResolvedSecretNames = false
 
   try {
     const auth = await checkInternalAuth(req)
@@ -1419,8 +1487,18 @@ export const POST = withRouteHandler(async (req: NextRequest) => {
       return NextResponse.json({ error: auth.error || 'Unauthorized' }, { status: 401 })
     }
 
+    includePrivateResolvedSecretNames = requestsPrivateToolMetadata(
+      req.headers,
+      RESOLVED_SECRET_NAMES_METADATA_V1
+    )
+
     const parsed = await parseRequest(functionExecuteContract, req, {})
-    if (!parsed.success) return parsed.response
+    if (!parsed.success) {
+      return appendPrivateResolvedSecretNames(
+        parsed.response,
+        includePrivateResolvedSecretNames ? [] : null
+      )
+    }
     const { body } = parsed.data
 
     const { DEFAULT_EXECUTION_TIMEOUT_MS } = await import('@/lib/execution/constants')
@@ -1473,12 +1551,15 @@ export const POST = withRouteHandler(async (req: NextRequest) => {
       .map((file) => file.sandboxPath)
       .filter((path): path is string => Boolean(path))
     if (outputSandboxPaths.length > MAX_SANDBOX_OUTPUT_FILES) {
-      return NextResponse.json(
-        {
-          success: false,
-          error: `Too many sandbox output files requested (${outputSandboxPaths.length}). Maximum is ${MAX_SANDBOX_OUTPUT_FILES}.`,
-        },
-        { status: 400 }
+      return appendPrivateResolvedSecretNames(
+        NextResponse.json(
+          {
+            success: false,
+            error: `Too many sandbox output files requested (${outputSandboxPaths.length}). Maximum is ${MAX_SANDBOX_OUTPUT_FILES}.`,
+          },
+          { status: 400 }
+        ),
+        includePrivateResolvedSecretNames ? [] : null
       )
     }
 
@@ -1504,6 +1585,8 @@ export const POST = withRouteHandler(async (req: NextRequest) => {
       allowLargeValueWorkflowScope,
       userId: auth.userId,
       requestId,
+      resolvedSecretNames: new Set<string>(),
+      includePrivateResolvedSecretNames,
     }
 
     const lang = isValidCodeLanguage(language) ? language : DEFAULT_CODE_LANGUAGE
@@ -1512,7 +1595,12 @@ export const POST = withRouteHandler(async (req: NextRequest) => {
     if (lang === CodeLanguage.Shell) {
       // For shell, env vars are injected as OS env vars via shellEnvs.
       // Replace {{VAR}} placeholders with $VAR so the shell can access them natively.
-      resolvedCode = code.replace(/\{\{([A-Za-z_][A-Za-z0-9_]*)\}\}/g, '$$$1')
+      resolvedCode = code.replace(/\{\{([A-Za-z_][A-Za-z0-9_]*)\}\}/g, (_match, name) => {
+        if (Object.hasOwn(envVars, name)) {
+          routeContext?.resolvedSecretNames.add(name)
+        }
+        return `$${name}`
+      })
       // Carry pre-resolved block output variables (e.g. __blockRef_N) so they can be
       // injected as shell env vars below. The executor replaces block references in the
       // code with these names, so the values must be present at runtime.
@@ -1526,7 +1614,8 @@ export const POST = withRouteHandler(async (req: NextRequest) => {
         blockNameMapping,
         blockOutputSchemas,
         workflowVariables,
-        lang
+        lang,
+        (name) => routeContext?.resolvedSecretNames.add(name)
       )
       resolvedCode = codeResolution.resolvedCode
       // Merge pre-resolved block output variables from the executor. These take precedence
@@ -1625,7 +1714,9 @@ export const POST = withRouteHandler(async (req: NextRequest) => {
           stdout: shellStdout,
           executionTime,
         })
-        if (fileExportResponse) return fileExportResponse
+        if (fileExportResponse) {
+          return appendResolvedSecretNames(fileExportResponse, routeContext)
+        }
       }
 
       return functionJsonResponse(
@@ -1794,7 +1885,9 @@ export const POST = withRouteHandler(async (req: NextRequest) => {
             stdout,
             executionTime,
           })
-          if (fileExportResponse) return fileExportResponse
+          if (fileExportResponse) {
+            return appendResolvedSecretNames(fileExportResponse, routeContext)
+          }
         }
 
         return functionJsonResponse(
@@ -1884,7 +1977,9 @@ export const POST = withRouteHandler(async (req: NextRequest) => {
           stdout,
           executionTime,
         })
-        if (fileExportResponse) return fileExportResponse
+        if (fileExportResponse) {
+          return appendResolvedSecretNames(fileExportResponse, routeContext)
+        }
       }
 
       return functionJsonResponse(
@@ -2043,17 +2138,20 @@ export const POST = withRouteHandler(async (req: NextRequest) => {
           { status: error.statusCode }
         )
       }
-      return NextResponse.json(
-        {
-          success: false,
-          error: error.message,
-          output: {
-            result: null,
-            stdout: cleanStdout(stdout),
-            executionTime,
+      return appendPrivateResolvedSecretNames(
+        NextResponse.json(
+          {
+            success: false,
+            error: error.message,
+            output: {
+              result: null,
+              stdout: cleanStdout(stdout),
+              executionTime,
+            },
           },
-        },
-        { status: error.statusCode }
+          { status: error.statusCode }
+        ),
+        includePrivateResolvedSecretNames ? [] : null
       )
     }
 
@@ -2072,7 +2170,10 @@ export const POST = withRouteHandler(async (req: NextRequest) => {
       }
       return routeContext
         ? functionJsonResponse(killResponse, routeContext, { status: 500 })
-        : NextResponse.json(killResponse, { status: 500 })
+        : appendPrivateResolvedSecretNames(
+            NextResponse.json(killResponse, { status: 500 }),
+            includePrivateResolvedSecretNames ? [] : null
+          )
     }
 
     logger.error(`[${requestId}] Function execution failed`, {
@@ -2120,6 +2221,9 @@ export const POST = withRouteHandler(async (req: NextRequest) => {
       return functionJsonResponse(errorResponse, routeContext, { status: 500 })
     }
 
-    return NextResponse.json(errorResponse, { status: 500 })
+    return appendPrivateResolvedSecretNames(
+      NextResponse.json(errorResponse, { status: 500 }),
+      includePrivateResolvedSecretNames ? [] : null
+    )
   }
 })
diff --git a/apps/sim/app/api/logs/export/route.ts b/apps/sim/app/api/logs/export/route.ts
index bca5e283796..0d8ebc032a5 100644
--- a/apps/sim/app/api/logs/export/route.ts
+++ b/apps/sim/app/api/logs/export/route.ts
@@ -8,7 +8,7 @@ import { getSession } from '@/lib/auth'
 import { MATERIALIZE_CONCURRENCY, mapWithConcurrency } from '@/lib/core/utils/concurrency'
 import { neutralizeCsvFormula } from '@/lib/core/utils/csv'
 import { withRouteHandler } from '@/lib/core/utils/with-route-handler'
-import { materializeExecutionData } from '@/lib/logs/execution/trace-store'
+import { materializeExecutionDataForDisplay } from '@/lib/logs/execution/trace-store'
 import { buildFilterConditions, LogFilterParamsSchema } from '@/lib/logs/filters'
 import { expandFolderIdsWithDescendants } from '@/lib/logs/folder-expansion'
 import { checkWorkspaceAccess } from '@/lib/workspaces/permissions/utils'
@@ -112,11 +112,15 @@ export const GET = withRouteHandler(async (request: NextRequest) => {
               rows as any[],
               MATERIALIZE_CONCURRENCY,
               (r) =>
-                materializeExecutionData(r.executionData as Record<string, unknown> | null, {
-                  workspaceId: params.workspaceId,
-                  workflowId: r.workflowId,
-                  executionId: r.executionId,
-                })
+                materializeExecutionDataForDisplay(
+                  r.executionData as Record<string, unknown> | null,
+                  {
+                    workspaceId: params.workspaceId,
+                    workflowId: r.workflowId,
+                    executionId: r.executionId,
+                    userId: session.user.id,
+                  }
+                )
             )
 
             for (let j = 0; j < rows.length; j++) {
diff --git a/apps/sim/app/api/mcp/tools/execute/route.test.ts b/apps/sim/app/api/mcp/tools/execute/route.test.ts
new file mode 100644
index 00000000000..ee42b7d5da4
--- /dev/null
+++ b/apps/sim/app/api/mcp/tools/execute/route.test.ts
@@ -0,0 +1,199 @@
+/**
+ * @vitest-environment node
+ */
+import { NextRequest } from 'next/server'
+import { beforeEach, describe, expect, it, vi } from 'vitest'
+
+const { mockDiscoverServerTools, mockExecuteTool, mockReadResponseToBufferWithLimit } = vi.hoisted(
+  () => ({
+    mockDiscoverServerTools: vi.fn(),
+    mockExecuteTool: vi.fn(),
+    mockReadResponseToBufferWithLimit: vi.fn(),
+  })
+)
+
+vi.mock('@/lib/core/utils/stream-limits', () => ({
+  readResponseToBufferWithLimit: mockReadResponseToBufferWithLimit,
+}))
+
+vi.mock('@/lib/mcp/middleware', () => ({
+  withMcpAuth:
+    () =>
+    (
+      handler: (
+        request: NextRequest,
+        context: {
+          userId: string
+          workspaceId: string
+          requestId: string
+          authType: 'internal_jwt' | 'session'
+        },
+        routeContext: { params: Promise<Record<string, string>> }
+      ) => Promise<Response>
+    ) =>
+    (request: NextRequest) =>
+      handler(
+        request,
+        {
+          userId: 'user-1',
+          workspaceId: 'workspace-1',
+          requestId: 'request-1',
+          authType: request.headers.has('x-test-session') ? 'session' : 'internal_jwt',
+        },
+        { params: Promise.resolve({}) }
+      ),
+  readMcpJsonBodyWithLimit: (request: NextRequest) => request.json(),
+  mcpBodyReadErrorResponse: () => null,
+}))
+
+vi.mock('@/lib/mcp/service', () => ({
+  mcpService: {
+    discoverServerTools: mockDiscoverServerTools,
+    executeTool: mockExecuteTool,
+  },
+}))
+
+vi.mock('@/lib/billing/core/billing-attribution', () => ({
+  requireBillingAttributionHeader: () => ({ payerSubscription: { plan: 'pro' } }),
+  resolveBillingAttribution: async () => ({ payerSubscription: { plan: 'pro' } }),
+}))
+
+vi.mock('@/lib/core/execution-limits', () => ({
+  DEFAULT_EXECUTION_TIMEOUT_MS: 30_000,
+  getExecutionTimeout: () => 0,
+}))
+
+vi.mock('@/ee/access-control/utils/permission-check', () => ({
+  assertPermissionsAllowed: async () => {},
+  McpToolsNotAllowedError: class McpToolsNotAllowedError extends Error {},
+}))
+
+vi.mock('@/lib/core/telemetry', () => ({
+  PlatformEvents: { mcpToolExecuted: vi.fn() },
+}))
+
+import { POST } from '@/app/api/mcp/tools/execute/route'
+
+const URL = 'http://localhost/api/mcp/tools/execute'
+const REQUEST_BODY = {
+  workspaceId: 'workspace-1',
+  serverId: 'server-1',
+  toolName: 'example_tool',
+  arguments: {},
+}
+
+function createRequest(headers: Record<string, string> = {}): NextRequest {
+  return new NextRequest(URL, {
+    method: 'POST',
+    headers: { 'content-type': 'application/json', ...headers },
+    body: JSON.stringify(REQUEST_BODY),
+  })
+}
+
+describe('MCP tool execution private secret provenance', () => {
+  beforeEach(() => {
+    vi.clearAllMocks()
+    mockDiscoverServerTools.mockResolvedValue([{ name: 'example_tool', inputSchema: {} }])
+    mockExecuteTool.mockResolvedValue({ content: [{ type: 'text', text: 'ok' }] })
+    mockReadResponseToBufferWithLimit.mockImplementation(async (response: Response) =>
+      Buffer.from(await response.arrayBuffer())
+    )
+  })
+
+  it('returns fail-closed scoped provenance only to an authenticated internal caller', async () => {
+    mockDiscoverServerTools.mockImplementationOnce(
+      async (
+        _userId: string,
+        _serverId: string,
+        _workspaceId: string,
+        _forceRefresh: boolean,
+        report: (value: unknown) => void
+      ) => {
+        report({
+          version: 1,
+          complete: false,
+          entries: [],
+          scope: { userId: 'user-1', workspaceId: 'workspace-1' },
+        })
+        return [{ name: 'example_tool', inputSchema: {} }]
+      }
+    )
+    mockExecuteTool.mockImplementationOnce(
+      async (
+        _userId: string,
+        _serverId: string,
+        _toolCall: unknown,
+        _workspaceId: string,
+        _headers: unknown,
+        report: (value: unknown) => void
+      ) => {
+        report({
+          version: 1,
+          complete: true,
+          entries: [{ name: 'NEW_TOKEN', encryptedValue: 'encrypted-v2' }],
+          scope: { userId: 'user-1', workspaceId: 'workspace-1' },
+        })
+        return { content: [{ type: 'text', text: 'ok' }] }
+      }
+    )
+    const request = createRequest({
+      'x-sim-request-private-tool-metadata': 'resolved-secret-provenance-v1',
+    })
+
+    const response = await POST(request, {})
+    const body = (await response.json()) as Record<string, unknown>
+
+    expect(response.headers.get('x-sim-private-tool-metadata')).toBe(
+      'resolved-secret-provenance-v1'
+    )
+    expect(body.__resolvedSecretTraceProvenance).toEqual({
+      version: 1,
+      complete: false,
+      entries: [],
+      scope: { userId: 'user-1', workspaceId: 'workspace-1' },
+    })
+  })
+
+  it('does not expose private provenance metadata to a session caller', async () => {
+    const request = createRequest({
+      'x-test-session': 'true',
+      'x-sim-request-private-tool-metadata': 'resolved-secret-provenance-v1',
+    })
+
+    const response = await POST(request, {})
+    const body = (await response.json()) as Record<string, unknown>
+
+    expect(response.headers.has('x-sim-private-tool-metadata')).toBe(false)
+    expect(body).not.toHaveProperty('__resolvedSecretTraceProvenance')
+    expect(mockDiscoverServerTools.mock.calls[0]?.[4]).toBeUndefined()
+    expect(mockExecuteTool.mock.calls[0]?.[5]).toBeUndefined()
+  })
+
+  it('preserves the functional response when private provenance cannot be attached', async () => {
+    mockReadResponseToBufferWithLimit.mockRejectedValueOnce(new Error('Response exceeds limit'))
+    mockExecuteTool.mockResolvedValueOnce({
+      content: [{ type: 'text', text: 'unchanged' }],
+    })
+    const request = createRequest({
+      'x-sim-request-private-tool-metadata': 'resolved-secret-provenance-v1',
+    })
+
+    const response = await POST(request, {})
+    const body = (await response.json()) as Record<string, unknown>
+
+    expect(response.status).toBe(200)
+    expect(response.ok).toBe(true)
+    expect(response.headers.has('x-sim-private-tool-metadata')).toBe(false)
+    expect(body).not.toHaveProperty('__resolvedSecretTraceProvenance')
+    expect(body).toMatchObject({
+      success: true,
+      data: {
+        success: true,
+        output: { content: [{ type: 'text' }] },
+      },
+    })
+    expect(
+      (body.data as { output: { content: Array<{ text?: unknown }> } }).output.content[0]?.text
+    ).toBe('unchanged')
+  })
+})
diff --git a/apps/sim/app/api/mcp/tools/execute/route.ts b/apps/sim/app/api/mcp/tools/execute/route.ts
index a60c32443f6..564fb0cf0aa 100644
--- a/apps/sim/app/api/mcp/tools/execute/route.ts
+++ b/apps/sim/app/api/mcp/tools/execute/route.ts
@@ -11,8 +11,15 @@ import {
 } from '@/lib/billing/core/billing-attribution'
 import { getExecutionTimeout } from '@/lib/core/execution-limits'
 import type { SubscriptionPlan } from '@/lib/core/rate-limiter/types'
+import { readResponseToBufferWithLimit } from '@/lib/core/utils/stream-limits'
 import { withRouteHandler } from '@/lib/core/utils/with-route-handler'
 import { SIM_VIA_HEADER } from '@/lib/execution/call-chain'
+import {
+  PRIVATE_TOOL_METADATA_RESPONSE_HEADER,
+  RESOLVED_SECRET_PROVENANCE_FIELD,
+  RESOLVED_SECRET_PROVENANCE_METADATA_V1,
+  requestsPrivateToolMetadata,
+} from '@/lib/execution/private-tool-metadata'
 import {
   mcpBodyReadErrorResponse,
   readMcpJsonBodyWithLimit,
@@ -31,8 +38,13 @@ import {
   assertPermissionsAllowed,
   McpToolsNotAllowedError,
 } from '@/ee/access-control/utils/permission-check'
+import {
+  ResolvedSecretTraceProvenanceAccumulator,
+  type ResolvedSecretTraceProvenanceV1,
+} from '@/executor/utils/resolved-secret-trace-registry'
 
 const logger = createLogger('McpToolExecutionAPI')
+const MAX_PRIVATE_MCP_RESPONSE_BYTES = 10 * 1024 * 1024
 
 export const dynamic = 'force-dynamic'
 
@@ -55,6 +67,35 @@ function hasType(prop: unknown): prop is SchemaProperty {
   return typeof prop === 'object' && prop !== null && 'type' in prop
 }
 
+async function attachPrivateProvenance(
+  response: NextResponse,
+  provenance: ResolvedSecretTraceProvenanceAccumulator
+): Promise<NextResponse> {
+  let payload: Record<string, unknown>
+  try {
+    const body = await readResponseToBufferWithLimit(response.clone(), {
+      maxBytes: MAX_PRIVATE_MCP_RESPONSE_BYTES,
+      label: 'MCP private metadata response',
+      allowNoBodyFallback: true,
+    })
+    const parsed: unknown = JSON.parse(body.toString('utf8'))
+    if (!parsed || typeof parsed !== 'object' || Array.isArray(parsed)) {
+      throw new Error('MCP response is not a JSON object')
+    }
+    payload = parsed as Record<string, unknown>
+  } catch {
+    return response
+  }
+
+  const headers = new Headers(response.headers)
+  headers.delete('content-length')
+  headers.set(PRIVATE_TOOL_METADATA_RESPONSE_HEADER, RESOLVED_SECRET_PROVENANCE_METADATA_V1)
+  return NextResponse.json(
+    { ...payload, [RESOLVED_SECRET_PROVENANCE_FIELD]: provenance.exportProvenance() },
+    { status: response.status, headers }
+  )
+}
+
 /**
  * POST - Execute a tool on an MCP server
  */
@@ -62,239 +103,268 @@ export const POST = withRouteHandler(
   withMcpAuth('read')(
     async (request: NextRequest, { userId, workspaceId, requestId, authType }) => {
       let serverId: string | undefined
-      try {
-        const rawBody = await readMcpJsonBodyWithLimit(request)
-        const parsedBody = mcpToolExecutionBodySchema.safeParse(rawBody)
+      const includePrivateProvenance =
+        authType === AuthType.INTERNAL_JWT &&
+        requestsPrivateToolMetadata(request.headers, RESOLVED_SECRET_PROVENANCE_METADATA_V1)
+      const resolvedSecretTraceProvenance = includePrivateProvenance
+        ? new ResolvedSecretTraceProvenanceAccumulator({ userId, workspaceId })
+        : undefined
+      const recordProvenance = resolvedSecretTraceProvenance
+        ? (provenance: ResolvedSecretTraceProvenanceV1): void => {
+            resolvedSecretTraceProvenance.record(provenance)
+          }
+        : undefined
+      const response = await (async (): Promise<NextResponse> => {
+        try {
+          const rawBody = await readMcpJsonBodyWithLimit(request)
+          const parsedBody = mcpToolExecutionBodySchema.safeParse(rawBody)
 
-        if (!parsedBody.success) {
-          return createMcpErrorResponse(parsedBody.error, 'Invalid request format', 400)
-        }
+          if (!parsedBody.success) {
+            return createMcpErrorResponse(parsedBody.error, 'Invalid request format', 400)
+          }
 
-        const body = parsedBody.data
+          const body = parsedBody.data
 
-        logger.info(`[${requestId}] MCP tool execution request received`, {
-          hasAuthHeader: !!request.headers.get('authorization'),
-          bodyKeys: Object.keys(body),
-          serverId: body.serverId,
-          toolName: body.toolName,
-          hasWorkflowId: !!body.workflowId,
-          workflowId: body.workflowId,
-          userId: userId,
-        })
+          logger.info(`[${requestId}] MCP tool execution request received`, {
+            hasAuthHeader: !!request.headers.get('authorization'),
+            bodyKeys: Object.keys(body),
+            serverId: body.serverId,
+            toolName: body.toolName,
+            hasWorkflowId: !!body.workflowId,
+            workflowId: body.workflowId,
+            userId: userId,
+          })
 
-        const { toolName, arguments: rawArgs } = body
-        serverId = body.serverId
-        const args = rawArgs || {}
+          const { toolName, arguments: rawArgs } = body
+          serverId = body.serverId
+          const args = rawArgs || {}
 
-        try {
-          await assertPermissionsAllowed({
-            userId,
-            workspaceId,
-            toolKind: 'mcp',
-          })
-        } catch (err) {
-          if (err instanceof McpToolsNotAllowedError) {
-            return createMcpErrorResponse(err, err.message, 403)
+          try {
+            await assertPermissionsAllowed({
+              userId,
+              workspaceId,
+              toolKind: 'mcp',
+            })
+          } catch (err) {
+            if (err instanceof McpToolsNotAllowedError) {
+              return createMcpErrorResponse(err, err.message, 403)
+            }
+            throw err
           }
-          throw err
-        }
-
-        logger.info(
-          `[${requestId}] Executing tool ${toolName} on server ${serverId} for user ${userId} in workspace ${workspaceId}`
-        )
 
-        let tool: McpTool | null = null
-        try {
-          const tools = await mcpService.discoverServerTools(userId, serverId, workspaceId)
-          tool = tools.find((t) => t.name === toolName) ?? null
+          logger.info(
+            `[${requestId}] Executing tool ${toolName} on server ${serverId} for user ${userId} in workspace ${workspaceId}`
+          )
 
-          if (!tool) {
-            logger.warn(`[${requestId}] Tool ${toolName} not found on server ${serverId}`, {
-              availableTools: tools.map((t) => t.name),
-            })
-            return createMcpErrorResponse(
-              new Error('Tool not found'),
-              'Tool not found on the specified server',
-              404
+          let tool: McpTool | null = null
+          try {
+            const tools = await mcpService.discoverServerTools(
+              userId,
+              serverId,
+              workspaceId,
+              false,
+              recordProvenance
             )
-          }
+            tool = tools.find((t) => t.name === toolName) ?? null
 
-          if (tool.inputSchema?.properties) {
-            for (const [paramName, paramSchema] of Object.entries(tool.inputSchema.properties)) {
-              const schema = hasType(paramSchema) ? paramSchema : null
-              if (!schema) continue
-              const value = args[paramName]
+            if (!tool) {
+              logger.warn(`[${requestId}] Tool ${toolName} not found on server ${serverId}`, {
+                availableTools: tools.map((t) => t.name),
+              })
+              return createMcpErrorResponse(
+                new Error('Tool not found'),
+                'Tool not found on the specified server',
+                404
+              )
+            }
 
-              if (value === undefined || value === null) {
-                continue
-              }
+            if (tool.inputSchema?.properties) {
+              for (const [paramName, paramSchema] of Object.entries(tool.inputSchema.properties)) {
+                const schema = hasType(paramSchema) ? paramSchema : null
+                if (!schema) continue
+                const value = args[paramName]
 
-              if (
-                (schema.type === 'number' || schema.type === 'integer') &&
-                typeof value === 'string'
-              ) {
-                const numValue =
-                  schema.type === 'integer' ? Number.parseInt(value) : Number.parseFloat(value)
-                if (!Number.isNaN(numValue)) {
-                  args[paramName] = numValue
-                }
-              } else if (schema.type === 'boolean' && typeof value === 'string') {
-                if (value.toLowerCase() === 'true') {
-                  args[paramName] = true
-                } else if (value.toLowerCase() === 'false') {
-                  args[paramName] = false
+                if (value === undefined || value === null) {
+                  continue
                 }
-              } else if (schema.type === 'array' && typeof value === 'string') {
-                const stringValue = value.trim()
-                if (stringValue) {
-                  try {
-                    const parsed = JSON.parse(stringValue)
-                    if (Array.isArray(parsed)) {
-                      args[paramName] = parsed
-                    } else {
-                      args[paramName] = [parsed]
-                    }
-                  } catch {
-                    if (stringValue.includes(',')) {
-                      args[paramName] = stringValue
-                        .split(',')
-                        .map((item) => item.trim())
-                        .filter((item) => item)
-                    } else {
-                      args[paramName] = [stringValue]
+
+                if (
+                  (schema.type === 'number' || schema.type === 'integer') &&
+                  typeof value === 'string'
+                ) {
+                  const numValue =
+                    schema.type === 'integer' ? Number.parseInt(value) : Number.parseFloat(value)
+                  if (!Number.isNaN(numValue)) {
+                    args[paramName] = numValue
+                  }
+                } else if (schema.type === 'boolean' && typeof value === 'string') {
+                  if (value.toLowerCase() === 'true') {
+                    args[paramName] = true
+                  } else if (value.toLowerCase() === 'false') {
+                    args[paramName] = false
+                  }
+                } else if (schema.type === 'array' && typeof value === 'string') {
+                  const stringValue = value.trim()
+                  if (stringValue) {
+                    try {
+                      const parsed = JSON.parse(stringValue)
+                      if (Array.isArray(parsed)) {
+                        args[paramName] = parsed
+                      } else {
+                        args[paramName] = [parsed]
+                      }
+                    } catch {
+                      if (stringValue.includes(',')) {
+                        args[paramName] = stringValue
+                          .split(',')
+                          .map((item) => item.trim())
+                          .filter((item) => item)
+                      } else {
+                        args[paramName] = [stringValue]
+                      }
                     }
+                  } else {
+                    args[paramName] = []
                   }
-                } else {
-                  args[paramName] = []
                 }
               }
             }
-          }
-        } catch (error) {
-          logger.warn(
-            `[${requestId}] Failed to discover tools for validation, proceeding without schema`,
-            error
-          )
-        }
-
-        if (tool) {
-          const validationError = validateToolArguments(tool, args)
-          if (validationError) {
-            logger.warn(`[${requestId}] Tool validation failed: ${validationError}`)
-            return createMcpErrorResponse(
-              new Error(`Invalid arguments for tool ${toolName}: ${validationError}`),
-              'Invalid tool arguments',
-              400
+          } catch (error) {
+            logger.warn(
+              `[${requestId}] Failed to discover tools for validation, proceeding without schema`,
+              error
             )
           }
-        }
 
-        const toolCall: McpToolCall = {
-          name: toolName,
-          arguments: args,
-        }
+          if (tool) {
+            const validationError = validateToolArguments(tool, args)
+            if (validationError) {
+              logger.warn(`[${requestId}] Tool validation failed: ${validationError}`)
+              return createMcpErrorResponse(
+                new Error(`Invalid arguments for tool ${toolName}: ${validationError}`),
+                'Invalid tool arguments',
+                400
+              )
+            }
+          }
 
-        const billingAttribution =
-          authType === AuthType.INTERNAL_JWT
-            ? requireBillingAttributionHeader(request.headers, {
-                actorUserId: userId,
-                workspaceId,
-              })
-            : await resolveBillingAttribution({ actorUserId: userId, workspaceId })
-        const executionTimeout = getExecutionTimeout(
-          billingAttribution.payerSubscription?.plan as SubscriptionPlan | undefined,
-          'sync'
-        )
-
-        const simViaHeader = request.headers.get(SIM_VIA_HEADER)
-        const extraHeaders: Record<string, string> = {}
-        if (simViaHeader) {
-          extraHeaders[SIM_VIA_HEADER] = simViaHeader
-        }
+          const toolCall: McpToolCall = {
+            name: toolName,
+            arguments: args,
+          }
 
-        let timeoutHandle: ReturnType<typeof setTimeout> | undefined
-        const executePromise = mcpService.executeTool(
-          userId,
-          serverId,
-          toolCall,
-          workspaceId,
-          extraHeaders
-        )
-        // A zero timeout means "no timeout" (billing-disabled deployments).
-        const result = await (executionTimeout > 0
-          ? Promise.race([
-              executePromise,
-              new Promise<never>((_, reject) => {
-                timeoutHandle = setTimeout(
-                  () => reject(new Error('Tool execution timeout')),
-                  executionTimeout
-                )
-              }),
-            ])
-          : executePromise
-        ).finally(() => {
-          if (timeoutHandle !== undefined) clearTimeout(timeoutHandle)
-        })
-
-        const transformedResult = transformToolResult(result)
-
-        if (result.isError) {
-          logger.warn(`[${requestId}] Tool execution returned error for ${toolName} on ${serverId}`)
-          return createMcpErrorResponse(
-            transformedResult,
-            transformedResult.error || 'Tool execution failed',
-            400
+          const billingAttribution =
+            authType === AuthType.INTERNAL_JWT
+              ? requireBillingAttributionHeader(request.headers, {
+                  actorUserId: userId,
+                  workspaceId,
+                })
+              : await resolveBillingAttribution({ actorUserId: userId, workspaceId })
+          const executionTimeout = getExecutionTimeout(
+            billingAttribution.payerSubscription?.plan as SubscriptionPlan | undefined,
+            'sync'
           )
-        }
-        logger.info(`[${requestId}] Successfully executed tool ${toolName} on server ${serverId}`)
 
-        try {
-          const { PlatformEvents } = await import('@/lib/core/telemetry')
-          PlatformEvents.mcpToolExecuted({
-            serverId,
-            toolName,
-            status: 'success',
-            workspaceId,
-          })
-        } catch (error) {
-          logger.warn('Failed to record MCP tool execution telemetry', {
-            error: getErrorMessage(error),
+          const simViaHeader = request.headers.get(SIM_VIA_HEADER)
+          const extraHeaders: Record<string, string> = {}
+          if (simViaHeader) {
+            extraHeaders[SIM_VIA_HEADER] = simViaHeader
+          }
+
+          let timeoutHandle: ReturnType<typeof setTimeout> | undefined
+          const executePromise = mcpService.executeTool(
+            userId,
             serverId,
-            toolName,
+            toolCall,
             workspaceId,
+            extraHeaders,
+            recordProvenance
+          )
+          // A zero timeout means "no timeout" (billing-disabled deployments).
+          const result = await (executionTimeout > 0
+            ? Promise.race([
+                executePromise,
+                new Promise<never>((_, reject) => {
+                  timeoutHandle = setTimeout(
+                    () => reject(new Error('Tool execution timeout')),
+                    executionTimeout
+                  )
+                }),
+              ])
+            : executePromise
+          ).finally(() => {
+            if (timeoutHandle !== undefined) clearTimeout(timeoutHandle)
           })
-        }
 
-        return createMcpSuccessResponse(transformedResult)
-      } catch (error) {
-        const bodyErrorResponse = mcpBodyReadErrorResponse(error, request)
-        if (bodyErrorResponse) return bodyErrorResponse
-        if (
-          error instanceof McpOauthAuthorizationRequiredError ||
-          error instanceof McpOauthRedirectRequired ||
-          error instanceof UnauthorizedError
-        ) {
-          const errorServerId =
-            error instanceof McpOauthAuthorizationRequiredError ? error.serverId : serverId
-          logger.warn(`[${requestId}] OAuth re-authorization required for MCP tool execution`, {
-            serverId: errorServerId,
-          })
-          return NextResponse.json(
-            {
-              success: false,
-              error: 'OAuth re-authorization required',
-              code: 'reauth_required',
+          const transformedResult = transformToolResult(result)
+
+          if (result.isError) {
+            logger.warn(
+              `[${requestId}] Tool execution returned error for ${toolName} on ${serverId}`
+            )
+            return createMcpErrorResponse(
+              transformedResult,
+              transformedResult.error || 'Tool execution failed',
+              400
+            )
+          }
+          logger.info(`[${requestId}] Successfully executed tool ${toolName} on server ${serverId}`)
+
+          try {
+            const { PlatformEvents } = await import('@/lib/core/telemetry')
+            PlatformEvents.mcpToolExecuted({
+              serverId,
+              toolName,
+              status: 'success',
+              workspaceId,
+            })
+          } catch (error) {
+            logger.warn('Failed to record MCP tool execution telemetry', {
+              error: getErrorMessage(error),
+              serverId,
+              toolName,
+              workspaceId,
+            })
+          }
+
+          return createMcpSuccessResponse(transformedResult)
+        } catch (error) {
+          if (getErrorMessage(error) === 'Tool execution timeout') {
+            resolvedSecretTraceProvenance?.markIncomplete()
+          }
+          const bodyErrorResponse = mcpBodyReadErrorResponse(error, request)
+          if (bodyErrorResponse) return bodyErrorResponse
+          if (
+            error instanceof McpOauthAuthorizationRequiredError ||
+            error instanceof McpOauthRedirectRequired ||
+            error instanceof UnauthorizedError
+          ) {
+            const errorServerId =
+              error instanceof McpOauthAuthorizationRequiredError ? error.serverId : serverId
+            logger.warn(`[${requestId}] OAuth re-authorization required for MCP tool execution`, {
               serverId: errorServerId,
-            },
-            { status: 401 }
-          )
-        }
+            })
+            return NextResponse.json(
+              {
+                success: false,
+                error: 'OAuth re-authorization required',
+                code: 'reauth_required',
+                serverId: errorServerId,
+              },
+              { status: 401 }
+            )
+          }
 
-        logger.error(`[${requestId}] Error executing MCP tool:`, error)
+          logger.error(`[${requestId}] Error executing MCP tool:`, error)
 
-        const { message, status } = categorizeError(error)
-        return createMcpErrorResponse(new Error(message), message, status)
-      }
+          const { message, status } = categorizeError(error)
+          return createMcpErrorResponse(new Error(message), message, status)
+        }
+      })()
+
+      return resolvedSecretTraceProvenance
+        ? attachPrivateProvenance(response, resolvedSecretTraceProvenance)
+        : response
     }
   )
 )
diff --git a/apps/sim/app/api/mothership/execute/route.test.ts b/apps/sim/app/api/mothership/execute/route.test.ts
index 014a86134b7..350e85bd8b1 100644
--- a/apps/sim/app/api/mothership/execute/route.test.ts
+++ b/apps/sim/app/api/mothership/execute/route.test.ts
@@ -1,7 +1,98 @@
-import { describe, expect, it } from 'vitest'
+/**
+ * @vitest-environment node
+ */
+import { createMockRequest } from '@sim/testing'
+import { beforeEach, describe, expect, it, vi } from 'vitest'
+
+const {
+  mockAssertActiveWorkspaceAccess,
+  mockBuildIntegrationToolSchemas,
+  mockBuildSelectedMcpToolSchemas,
+  mockBuildTaggedMcpToolSchemas,
+  mockCheckInternalAuth,
+  mockComputeWorkspaceEntitlements,
+  mockDecryptSecret,
+  mockGenerateWorkspaceContext,
+  mockGetPersonalAndWorkspaceEnv,
+  mockProcessContextsServer,
+  mockRequestExplicitStreamAbort,
+  mockRequireBillingAttributionHeader,
+  mockRunHeadlessCopilotLifecycle,
+} = vi.hoisted(() => ({
+  mockAssertActiveWorkspaceAccess: vi.fn(),
+  mockBuildIntegrationToolSchemas: vi.fn(),
+  mockBuildSelectedMcpToolSchemas: vi.fn(),
+  mockBuildTaggedMcpToolSchemas: vi.fn(),
+  mockCheckInternalAuth: vi.fn(),
+  mockComputeWorkspaceEntitlements: vi.fn(),
+  mockDecryptSecret: vi.fn(),
+  mockGenerateWorkspaceContext: vi.fn(),
+  mockGetPersonalAndWorkspaceEnv: vi.fn(),
+  mockProcessContextsServer: vi.fn(),
+  mockRequestExplicitStreamAbort: vi.fn(),
+  mockRequireBillingAttributionHeader: vi.fn(),
+  mockRunHeadlessCopilotLifecycle: vi.fn(),
+}))
+
+vi.mock('@/lib/core/security/encryption', () => ({
+  decryptSecret: mockDecryptSecret,
+}))
+
+vi.mock('@/lib/auth/hybrid', () => ({
+  checkInternalAuth: mockCheckInternalAuth,
+}))
+
+vi.mock('@/lib/billing/core/billing-attribution', () => ({
+  requireBillingAttributionHeader: mockRequireBillingAttributionHeader,
+}))
+
+vi.mock('@/lib/copilot/chat/payload', () => ({
+  buildIntegrationToolSchemas: mockBuildIntegrationToolSchemas,
+}))
+
+vi.mock('@/lib/copilot/chat/process-contents', () => ({
+  processContextsServer: mockProcessContextsServer,
+}))
+
+vi.mock('@/lib/copilot/chat/workspace-context', () => ({
+  generateWorkspaceContext: mockGenerateWorkspaceContext,
+}))
+
+vi.mock('@/lib/copilot/entitlements', () => ({
+  computeWorkspaceEntitlements: mockComputeWorkspaceEntitlements,
+}))
+
+vi.mock('@/lib/copilot/mcp-tools', () => ({
+  buildSelectedMcpToolSchemas: mockBuildSelectedMcpToolSchemas,
+  buildTaggedMcpToolSchemas: mockBuildTaggedMcpToolSchemas,
+}))
+
+vi.mock('@/lib/copilot/request/lifecycle/headless', () => ({
+  runHeadlessCopilotLifecycle: mockRunHeadlessCopilotLifecycle,
+}))
+
+vi.mock('@/lib/copilot/request/session/explicit-abort', () => ({
+  requestExplicitStreamAbort: mockRequestExplicitStreamAbort,
+}))
+
+vi.mock('@/lib/core/config/env-flags', () => ({
+  isDocSandboxEnabled: false,
+}))
+
+vi.mock('@/lib/environment/utils', () => ({
+  getPersonalAndWorkspaceEnv: mockGetPersonalAndWorkspaceEnv,
+}))
+
+vi.mock('@/lib/workspaces/permissions/utils', () => ({
+  assertActiveWorkspaceAccess: mockAssertActiveWorkspaceAccess,
+  isWorkspaceAccessDeniedError: vi.fn(() => false),
+}))
+
+import type { CopilotLifecycleOptions } from '@/lib/copilot/request/lifecycle/run'
 import {
   buildExecuteResponsePayload,
   CALLER_VISIBLE_SERVER_TOOLS,
+  POST,
 } from '@/app/api/mothership/execute/route'
 
 type Payload = Parameters<typeof buildExecuteResponsePayload>[0]
@@ -48,3 +139,362 @@ describe('buildExecuteResponsePayload', () => {
     expect(CALLER_VISIBLE_SERVER_TOOLS.has('complete_scheduled_task')).toBe(true)
   })
 })
+
+describe('mothership private trace provenance transport', () => {
+  const requestBody = {
+    messages: [{ role: 'user', content: 'hello' }],
+    workspaceId: 'workspace-1',
+    userId: 'user-1',
+    chatId: 'chat-1',
+    messageId: 'message-1',
+    requestId: 'request-1',
+  }
+
+  beforeEach(() => {
+    vi.clearAllMocks()
+    mockCheckInternalAuth.mockResolvedValue({
+      success: true,
+      userId: 'user-1',
+      authType: 'internal_jwt',
+    })
+    mockAssertActiveWorkspaceAccess.mockResolvedValue({ permission: 'write' })
+    mockRequireBillingAttributionHeader.mockReturnValue({
+      actorUserId: 'user-1',
+      workspaceId: 'workspace-1',
+    })
+    mockGetPersonalAndWorkspaceEnv.mockResolvedValue({
+      personalEncrypted: { API_KEY: 'encrypted-secret' },
+      workspaceEncrypted: {},
+      personalDecrypted: { API_KEY: 'secret-value' },
+      workspaceDecrypted: {},
+      decryptionFailures: [],
+    })
+    mockGenerateWorkspaceContext.mockResolvedValue({})
+    mockBuildIntegrationToolSchemas.mockResolvedValue([])
+    mockBuildSelectedMcpToolSchemas.mockResolvedValue([])
+    mockBuildTaggedMcpToolSchemas.mockResolvedValue([])
+    mockComputeWorkspaceEntitlements.mockResolvedValue([])
+    mockDecryptSecret.mockResolvedValue({ decrypted: 'secret-value' })
+    mockProcessContextsServer.mockResolvedValue([])
+    mockRequestExplicitStreamAbort.mockResolvedValue(undefined)
+  })
+
+  function successResult() {
+    return {
+      success: true,
+      content: 'secret-value',
+      contentBlocks: [],
+      toolCalls: [],
+      chatId: 'chat-1',
+    }
+  }
+
+  function activateSecret(options: CopilotLifecycleOptions): void {
+    options.resolvedSecretTraceRegistry?.recordResolved('API_KEY', 'secret-value')
+  }
+
+  it('does not expose private provenance unless the internal caller requests it', async () => {
+    mockRunHeadlessCopilotLifecycle.mockImplementation(
+      async (_payload: Record<string, unknown>, options: CopilotLifecycleOptions) => {
+        activateSecret(options)
+        return successResult()
+      }
+    )
+
+    const response = await POST(
+      createMockRequest(
+        'POST',
+        requestBody,
+        { Authorization: 'Bearer internal', 'x-sim-billing-attribution': 'billing' },
+        'http://localhost:3000/api/mothership/execute'
+      )
+    )
+    const body = await response.json()
+
+    expect(response.status).toBe(200)
+    expect(response.headers.get('x-sim-private-tool-metadata')).toBeNull()
+    expect(body.content).toBe('secret-value')
+    expect(body).not.toHaveProperty('__resolvedSecretTraceProvenance')
+    expect(mockGetPersonalAndWorkspaceEnv).not.toHaveBeenCalled()
+    expect(mockRunHeadlessCopilotLifecycle).toHaveBeenCalledWith(
+      expect.any(Object),
+      expect.objectContaining({ resolvedSecretTraceRegistry: undefined })
+    )
+  })
+
+  it('keeps execution functional and fails trace provenance closed when catalog setup fails', async () => {
+    mockGetPersonalAndWorkspaceEnv.mockRejectedValueOnce(new Error('catalog unavailable'))
+    mockRunHeadlessCopilotLifecycle.mockImplementation(
+      async (_payload: Record<string, unknown>, options: CopilotLifecycleOptions) => {
+        expect(options.resolvedSecretTraceRegistry?.isComplete()).toBe(false)
+        return successResult()
+      }
+    )
+
+    const response = await POST(
+      createMockRequest(
+        'POST',
+        requestBody,
+        {
+          Authorization: 'Bearer internal',
+          'x-sim-billing-attribution': 'billing',
+          'x-sim-request-private-tool-metadata': 'resolved-secret-provenance-v1',
+        },
+        'http://localhost:3000/api/mothership/execute'
+      )
+    )
+    const body = await response.json()
+
+    expect(response.status).toBe(200)
+    expect(body.content).toBe('secret-value')
+    expect(body.__resolvedSecretTraceProvenance).toEqual({
+      version: 1,
+      complete: false,
+      entries: [],
+      scope: { userId: 'user-1', workspaceId: 'workspace-1' },
+    })
+  })
+
+  it('fails provenance closed without changing a runtime value that rotated after catalog load', async () => {
+    mockRunHeadlessCopilotLifecycle.mockImplementation(
+      async (_payload: Record<string, unknown>, options: CopilotLifecycleOptions) => {
+        expect(
+          options.resolvedSecretTraceRegistry?.recordResolved('API_KEY', 'rotated-secret-value')
+        ).toBe(false)
+        return { ...successResult(), content: 'rotated-secret-value' }
+      }
+    )
+
+    const response = await POST(
+      createMockRequest(
+        'POST',
+        requestBody,
+        {
+          Authorization: 'Bearer internal',
+          'x-sim-billing-attribution': 'billing',
+          'x-sim-request-private-tool-metadata': 'resolved-secret-provenance-v1',
+        },
+        'http://localhost:3000/api/mothership/execute'
+      )
+    )
+    const body = await response.json()
+
+    expect(response.status).toBe(200)
+    expect(body.content).toBe('rotated-secret-value')
+    expect(body.__resolvedSecretTraceProvenance).toEqual({
+      version: 1,
+      complete: false,
+      entries: [],
+      scope: { userId: 'user-1', workspaceId: 'workspace-1' },
+    })
+  })
+
+  it('returns encrypted provenance on a marker-gated successful request', async () => {
+    mockRunHeadlessCopilotLifecycle.mockImplementation(
+      async (_payload: Record<string, unknown>, options: CopilotLifecycleOptions) => {
+        activateSecret(options)
+        return successResult()
+      }
+    )
+
+    const response = await POST(
+      createMockRequest(
+        'POST',
+        requestBody,
+        {
+          Authorization: 'Bearer internal',
+          'x-sim-billing-attribution': 'billing',
+          'x-sim-request-private-tool-metadata': 'resolved-secret-provenance-v1',
+        },
+        'http://localhost:3000/api/mothership/execute'
+      )
+    )
+    const body = await response.json()
+
+    expect(response.headers.get('x-sim-private-tool-metadata')).toBe(
+      'resolved-secret-provenance-v1'
+    )
+    expect(body.content).toBe('secret-value')
+    expect(body.__resolvedSecretTraceProvenance).toEqual({
+      version: 1,
+      complete: true,
+      entries: [{ name: 'API_KEY', encryptedValue: 'encrypted-secret' }],
+      scope: { userId: 'user-1', workspaceId: 'workspace-1' },
+    })
+    expect(JSON.stringify(body.__resolvedSecretTraceProvenance)).not.toContain('secret-value')
+  })
+
+  it('imports MCP schema-discovery provenance before starting the lifecycle', async () => {
+    const provenance = {
+      version: 1,
+      complete: true,
+      entries: [{ name: 'API_KEY', encryptedValue: 'encrypted-secret' }],
+      scope: { userId: 'user-1', workspaceId: 'workspace-1' },
+    }
+    mockBuildTaggedMcpToolSchemas.mockImplementationOnce(
+      async (
+        _userId: string,
+        _workspaceId: string,
+        _serverIds: string[],
+        report: (value: unknown) => void
+      ) => {
+        report(provenance)
+        return []
+      }
+    )
+    mockRunHeadlessCopilotLifecycle.mockImplementation(
+      async (payload: Record<string, unknown>, options: CopilotLifecycleOptions) => {
+        expect(options.resolvedSecretTraceRegistry?.exportProvenance()).toEqual(provenance)
+        expect(JSON.stringify(payload)).not.toContain('encrypted-secret')
+        expect(JSON.stringify(payload)).not.toContain('__resolvedSecretTraceProvenance')
+        return successResult()
+      }
+    )
+
+    const response = await POST(
+      createMockRequest(
+        'POST',
+        {
+          ...requestBody,
+          contexts: [{ kind: 'mcp', label: 'Docs', serverId: 'server-1' }],
+        },
+        {
+          Authorization: 'Bearer internal',
+          'x-sim-billing-attribution': 'billing',
+          'x-sim-request-private-tool-metadata': 'resolved-secret-provenance-v1',
+        },
+        'http://localhost:3000/api/mothership/execute'
+      )
+    )
+    const body = await response.json()
+
+    expect({ status: response.status, provenance: body.__resolvedSecretTraceProvenance }).toEqual({
+      status: 200,
+      provenance,
+    })
+  })
+
+  it('marks the lifecycle registry incomplete for malformed MCP discovery provenance', async () => {
+    mockBuildTaggedMcpToolSchemas.mockImplementationOnce(
+      async (
+        _userId: string,
+        _workspaceId: string,
+        _serverIds: string[],
+        report: (value: unknown) => void
+      ) => {
+        report({ version: 1, complete: true, entries: 'invalid' })
+        return []
+      }
+    )
+    mockRunHeadlessCopilotLifecycle.mockImplementation(
+      async (_payload: Record<string, unknown>, options: CopilotLifecycleOptions) => {
+        expect(options.resolvedSecretTraceRegistry?.isComplete()).toBe(false)
+        return successResult()
+      }
+    )
+
+    const response = await POST(
+      createMockRequest(
+        'POST',
+        {
+          ...requestBody,
+          contexts: [{ kind: 'mcp', label: 'Docs', serverId: 'server-1' }],
+        },
+        {
+          Authorization: 'Bearer internal',
+          'x-sim-billing-attribution': 'billing',
+          'x-sim-request-private-tool-metadata': 'resolved-secret-provenance-v1',
+        },
+        'http://localhost:3000/api/mothership/execute'
+      )
+    )
+    const body = await response.json()
+
+    expect(response.status).toBe(200)
+    expect(body.__resolvedSecretTraceProvenance).toEqual({
+      version: 1,
+      complete: false,
+      entries: [],
+      scope: { userId: 'user-1', workspaceId: 'workspace-1' },
+    })
+  })
+
+  it('returns encrypted provenance with marker-gated failures', async () => {
+    mockRunHeadlessCopilotLifecycle.mockImplementation(
+      async (_payload: Record<string, unknown>, options: CopilotLifecycleOptions) => {
+        activateSecret(options)
+        return {
+          ...successResult(),
+          success: false,
+          error: 'failed with secret-value',
+          content: 'secret-value',
+        }
+      }
+    )
+
+    const response = await POST(
+      createMockRequest(
+        'POST',
+        requestBody,
+        {
+          Authorization: 'Bearer internal',
+          'x-sim-billing-attribution': 'billing',
+          'x-sim-request-private-tool-metadata': 'resolved-secret-provenance-v1',
+        },
+        'http://localhost:3000/api/mothership/execute'
+      )
+    )
+    const body = await response.json()
+
+    expect(response.status).toBe(500)
+    expect(response.headers.get('x-sim-private-tool-metadata')).toBe(
+      'resolved-secret-provenance-v1'
+    )
+    expect(body.content).toBe('secret-value')
+    expect(body.__resolvedSecretTraceProvenance.entries).toEqual([
+      { name: 'API_KEY', encryptedValue: 'encrypted-secret' },
+    ])
+  })
+
+  it('places encrypted provenance only on the terminal streamed event', async () => {
+    mockRunHeadlessCopilotLifecycle.mockImplementation(
+      async (_payload: Record<string, unknown>, options: CopilotLifecycleOptions) => {
+        activateSecret(options)
+        return successResult()
+      }
+    )
+
+    const response = await POST(
+      createMockRequest(
+        'POST',
+        requestBody,
+        {
+          Authorization: 'Bearer internal',
+          'x-sim-billing-attribution': 'billing',
+          'x-sim-request-private-tool-metadata': 'resolved-secret-provenance-v1',
+          'x-mothership-execute-stream': 'ndjson',
+        },
+        'http://localhost:3000/api/mothership/execute'
+      )
+    )
+    const events = (await response.text())
+      .trim()
+      .split('\n')
+      .map((line) => JSON.parse(line) as Record<string, unknown>)
+
+    expect(response.headers.get('x-sim-private-tool-metadata')).toBe(
+      'resolved-secret-provenance-v1'
+    )
+    expect(events[0]).toMatchObject({ type: 'heartbeat' })
+    expect(events[0]).not.toHaveProperty('__resolvedSecretTraceProvenance')
+    expect(events.at(-1)).toMatchObject({
+      type: 'final',
+      data: {
+        content: 'secret-value',
+        __resolvedSecretTraceProvenance: {
+          entries: [{ name: 'API_KEY', encryptedValue: 'encrypted-secret' }],
+        },
+      },
+    })
+  })
+})
diff --git a/apps/sim/app/api/mothership/execute/route.ts b/apps/sim/app/api/mothership/execute/route.ts
index 3e46be58217..1febf5e513e 100644
--- a/apps/sim/app/api/mothership/execute/route.ts
+++ b/apps/sim/app/api/mothership/execute/route.ts
@@ -20,10 +20,23 @@ import { requestExplicitStreamAbort } from '@/lib/copilot/request/session/explic
 import type { StreamEvent } from '@/lib/copilot/request/types'
 import { isDocSandboxEnabled } from '@/lib/core/config/env-flags'
 import { withRouteHandler } from '@/lib/core/utils/with-route-handler'
+import { getPersonalAndWorkspaceEnv } from '@/lib/environment/utils'
+import {
+  PRIVATE_TOOL_METADATA_RESPONSE_HEADER,
+  RESOLVED_SECRET_PROVENANCE_FIELD,
+  RESOLVED_SECRET_PROVENANCE_METADATA_V1,
+  requestsPrivateToolMetadata,
+} from '@/lib/execution/private-tool-metadata'
 import {
   assertActiveWorkspaceAccess,
   isWorkspaceAccessDeniedError,
 } from '@/lib/workspaces/permissions/utils'
+import {
+  createIncompleteResolvedSecretTraceRegistry,
+  createResolvedSecretTraceRegistry,
+  ResolvedSecretTraceProvenanceAccumulator,
+  type ResolvedSecretTraceRegistry,
+} from '@/executor/utils/resolved-secret-trace-registry'
 import type { ChatContext } from '@/stores/panel'
 
 export const maxDuration = 3600
@@ -35,6 +48,28 @@ const MOTHERSHIP_EXECUTE_STREAM_CONTENT_TYPE = 'application/x-ndjson'
 const MOTHERSHIP_EXECUTE_HEARTBEAT_INTERVAL_MS = 15_000
 const ndjsonEncoder = new TextEncoder()
 
+function withPrivateProvenance<T extends Record<string, unknown>>(
+  payload: T,
+  registry: ResolvedSecretTraceRegistry | undefined,
+  include: boolean
+): T & Partial<Record<typeof RESOLVED_SECRET_PROVENANCE_FIELD, unknown>> {
+  return {
+    ...payload,
+    ...(include && registry
+      ? { [RESOLVED_SECRET_PROVENANCE_FIELD]: registry.exportProvenance() }
+      : {}),
+  }
+}
+
+function privateResponseHeaders(
+  registry: ResolvedSecretTraceRegistry | undefined,
+  include: boolean
+): Record<string, string> {
+  return include && registry
+    ? { [PRIVATE_TOOL_METADATA_RESPONSE_HEADER]: RESOLVED_SECRET_PROVENANCE_METADATA_V1 }
+    : {}
+}
+
 function isAbortError(error: unknown): boolean {
   return error instanceof Error && error.name === 'AbortError'
 }
@@ -99,6 +134,11 @@ export function buildExecuteResponsePayload(
 export const POST = withRouteHandler(async (req: NextRequest) => {
   let messageId: string | undefined
   let requestId: string | undefined
+  let resolvedSecretTraceRegistry: ResolvedSecretTraceRegistry | undefined
+  const includePrivateProvenance = requestsPrivateToolMetadata(
+    req.headers,
+    RESOLVED_SECRET_PROVENANCE_METADATA_V1
+  )
 
   try {
     const auth = await checkInternalAuth(req, { requireWorkflowId: false })
@@ -146,6 +186,39 @@ export const POST = withRouteHandler(async (req: NextRequest) => {
       actorUserId: userId,
       workspaceId,
     })
+    if (includePrivateProvenance) {
+      const scope = { userId, workspaceId }
+      try {
+        const environment = await getPersonalAndWorkspaceEnv(userId, workspaceId, {
+          workspaceAccess,
+        })
+        resolvedSecretTraceRegistry = await createResolvedSecretTraceRegistry({
+          personalEncrypted: environment.personalEncrypted,
+          workspaceEncrypted: environment.workspaceEncrypted,
+          personalDecrypted: environment.personalDecrypted,
+          workspaceDecrypted: environment.workspaceDecrypted,
+          decryptionFailures: environment.decryptionFailures,
+          scope,
+        })
+      } catch (error) {
+        logger.warn('Failed to build Mothership trace secret catalog', {
+          error: getErrorMessage(error),
+          userId,
+          workspaceId,
+        })
+        resolvedSecretTraceRegistry = createIncompleteResolvedSecretTraceRegistry(scope)
+      }
+    }
+    const activeResolvedSecretTraceRegistry = resolvedSecretTraceRegistry
+    const mcpDiscoveryProvenance = new ResolvedSecretTraceProvenanceAccumulator({
+      userId,
+      workspaceId,
+    })
+    const recordMcpDiscoveryProvenance = includePrivateProvenance
+      ? (provenance: unknown): void => {
+          mcpDiscoveryProvenance.record(provenance)
+        }
+      : undefined
 
     const effectiveChatId = chatId || generateId()
     messageId = providedMessageId || generateId()
@@ -164,17 +237,38 @@ export const POST = withRouteHandler(async (req: NextRequest) => {
     )
     const nonMcpAgentMentions = agentMentions?.filter((context) => context.kind !== 'mcp')
     const userPermission = workspaceAccess.permission
+    const mothershipToolsPromise = Promise.allSettled([
+      buildSelectedMcpToolSchemas(
+        userId,
+        workspaceId,
+        mcpTools ?? [],
+        recordMcpDiscoveryProvenance
+      ),
+      buildTaggedMcpToolSchemas(
+        userId,
+        workspaceId,
+        taggedMcpServerIds,
+        recordMcpDiscoveryProvenance
+      ),
+    ]).then(async (results) => {
+      if (activeResolvedSecretTraceRegistry) {
+        await activeResolvedSecretTraceRegistry.importProvenance(
+          mcpDiscoveryProvenance.exportProvenance(),
+          { trusted: true }
+        )
+      }
+      const groups = results.map((result) => {
+        if (result.status === 'rejected') throw result.reason
+        return result.value
+      })
+      const byName = new Map(groups.flat().map((tool) => [tool.name, tool]))
+      return [...byName.values()]
+    })
     const [workspaceContext, integrationTools, mothershipTools, entitlements, agentContexts] =
       await Promise.all([
         generateWorkspaceContext(workspaceId, userId, { workspaceAccess }),
         buildIntegrationToolSchemas(userId, messageId, undefined, workspaceId),
-        Promise.all([
-          buildSelectedMcpToolSchemas(userId, workspaceId, mcpTools ?? []),
-          buildTaggedMcpToolSchemas(userId, workspaceId, taggedMcpServerIds),
-        ]).then((groups) => {
-          const byName = new Map(groups.flat().map((tool) => [tool.name, tool]))
-          return [...byName.values()]
-        }),
+        mothershipToolsPromise,
         computeWorkspaceEntitlements(workspaceId, userId),
         processContextsServer(
           nonMcpAgentMentions,
@@ -282,6 +376,7 @@ export const POST = withRouteHandler(async (req: NextRequest) => {
         interactive: false,
         abortSignal: lifecycleAbortController.signal,
         billingAttribution,
+        resolvedSecretTraceRegistry,
         onEvent,
       })
 
@@ -326,7 +421,13 @@ export const POST = withRouteHandler(async (req: NextRequest) => {
               allowExplicitAbort = false
 
               if (lifecycleAbortController.signal.aborted) {
-                send({ type: 'error', error: 'Sim execution aborted' })
+                send(
+                  withPrivateProvenance(
+                    { type: 'error', error: 'Sim execution aborted' },
+                    resolvedSecretTraceRegistry,
+                    includePrivateProvenance
+                  )
+                )
                 return
               }
 
@@ -343,17 +444,27 @@ export const POST = withRouteHandler(async (req: NextRequest) => {
                     errors: result.errors,
                   }
                 )
-                send({
-                  type: 'error',
-                  error: result.error || 'Sim execution failed',
-                  content: result.content || '',
-                })
+                send(
+                  withPrivateProvenance(
+                    {
+                      type: 'error',
+                      error: result.error || 'Sim execution failed',
+                      content: result.content || '',
+                    },
+                    resolvedSecretTraceRegistry,
+                    includePrivateProvenance
+                  )
+                )
                 return
               }
 
               send({
                 type: 'final',
-                data: buildExecuteResponsePayload(result, effectiveChatId, integrationTools),
+                data: withPrivateProvenance(
+                  buildExecuteResponsePayload(result, effectiveChatId, integrationTools),
+                  resolvedSecretTraceRegistry,
+                  includePrivateProvenance
+                ),
               })
             } catch (error) {
               if (
@@ -367,7 +478,13 @@ export const POST = withRouteHandler(async (req: NextRequest) => {
                     : 'Mothership execute aborted',
                   { requestId }
                 )
-                send({ type: 'error', error: 'Sim execution aborted' })
+                send(
+                  withPrivateProvenance(
+                    { type: 'error', error: 'Sim execution aborted' },
+                    resolvedSecretTraceRegistry,
+                    includePrivateProvenance
+                  )
+                )
                 return
               }
 
@@ -380,10 +497,16 @@ export const POST = withRouteHandler(async (req: NextRequest) => {
                   error: getErrorMessage(error, 'Unknown error'),
                 }
               )
-              send({
-                type: 'error',
-                error: getErrorMessage(error, 'Internal server error'),
-              })
+              send(
+                withPrivateProvenance(
+                  {
+                    type: 'error',
+                    error: getErrorMessage(error, 'Internal server error'),
+                  },
+                  resolvedSecretTraceRegistry,
+                  includePrivateProvenance
+                )
+              )
             } finally {
               allowExplicitAbort = false
               if (heartbeatId) {
@@ -410,6 +533,7 @@ export const POST = withRouteHandler(async (req: NextRequest) => {
         headers: {
           'Content-Type': `${MOTHERSHIP_EXECUTE_STREAM_CONTENT_TYPE}; charset=utf-8`,
           'Cache-Control': 'no-cache, no-transform',
+          ...privateResponseHeaders(resolvedSecretTraceRegistry, includePrivateProvenance),
         },
       })
     }
@@ -421,7 +545,17 @@ export const POST = withRouteHandler(async (req: NextRequest) => {
 
       if (lifecycleAbortController.signal.aborted || req.signal.aborted) {
         reqLogger.info('Mothership execute aborted after lifecycle completion')
-        return NextResponse.json({ error: 'Sim execution aborted' }, { status: 499 })
+        return NextResponse.json(
+          withPrivateProvenance(
+            { error: 'Sim execution aborted' },
+            resolvedSecretTraceRegistry,
+            includePrivateProvenance
+          ),
+          {
+            status: 499,
+            headers: privateResponseHeaders(resolvedSecretTraceRegistry, includePrivateProvenance),
+          }
+        )
       }
 
       if (!result.success) {
@@ -438,16 +572,30 @@ export const POST = withRouteHandler(async (req: NextRequest) => {
           }
         )
         return NextResponse.json(
+          withPrivateProvenance(
+            {
+              error: result.error || 'Sim execution failed',
+              content: result.content || '',
+            },
+            resolvedSecretTraceRegistry,
+            includePrivateProvenance
+          ),
           {
-            error: result.error || 'Sim execution failed',
-            content: result.content || '',
-          },
-          { status: 500 }
+            status: 500,
+            headers: privateResponseHeaders(resolvedSecretTraceRegistry, includePrivateProvenance),
+          }
         )
       }
 
       return NextResponse.json(
-        buildExecuteResponsePayload(result, effectiveChatId, integrationTools)
+        withPrivateProvenance(
+          buildExecuteResponsePayload(result, effectiveChatId, integrationTools),
+          resolvedSecretTraceRegistry,
+          includePrivateProvenance
+        ),
+        {
+          headers: privateResponseHeaders(resolvedSecretTraceRegistry, includePrivateProvenance),
+        }
       )
     } finally {
       allowExplicitAbort = false
@@ -465,7 +613,17 @@ export const POST = withRouteHandler(async (req: NextRequest) => {
         }
       )
 
-      return NextResponse.json({ error: 'Sim execution aborted' }, { status: 499 })
+      return NextResponse.json(
+        withPrivateProvenance(
+          { error: 'Sim execution aborted' },
+          resolvedSecretTraceRegistry,
+          includePrivateProvenance
+        ),
+        {
+          status: 499,
+          headers: privateResponseHeaders(resolvedSecretTraceRegistry, includePrivateProvenance),
+        }
+      )
     }
 
     if (isWorkspaceAccessDeniedError(error)) {
@@ -481,8 +639,15 @@ export const POST = withRouteHandler(async (req: NextRequest) => {
     )
 
     return NextResponse.json(
-      { error: getErrorMessage(error, 'Internal server error') },
-      { status: 500 }
+      withPrivateProvenance(
+        { error: getErrorMessage(error, 'Internal server error') },
+        resolvedSecretTraceRegistry,
+        includePrivateProvenance
+      ),
+      {
+        status: 500,
+        headers: privateResponseHeaders(resolvedSecretTraceRegistry, includePrivateProvenance),
+      }
     )
   }
 })
diff --git a/apps/sim/app/api/v1/logs/[id]/route.ts b/apps/sim/app/api/v1/logs/[id]/route.ts
index 148d3811895..108e9fc534e 100644
--- a/apps/sim/app/api/v1/logs/[id]/route.ts
+++ b/apps/sim/app/api/v1/logs/[id]/route.ts
@@ -7,7 +7,7 @@ import { type NextRequest, NextResponse } from 'next/server'
 import { v1GetLogContract } from '@/lib/api/contracts/v1/logs'
 import { parseRequest } from '@/lib/api/server'
 import { withRouteHandler } from '@/lib/core/utils/with-route-handler'
-import { materializeExecutionData } from '@/lib/logs/execution/trace-store'
+import { materializeExecutionDataForDisplay } from '@/lib/logs/execution/trace-store'
 import { createApiResponse, getUserLimits } from '@/app/api/v1/logs/meta'
 import {
   checkRateLimit,
@@ -100,12 +100,13 @@ export const GET = withRouteHandler(
         totalDurationMs: log.totalDurationMs,
         files: log.files || undefined,
         workflow: workflowSummary,
-        executionData: (await materializeExecutionData(
+        executionData: (await materializeExecutionDataForDisplay(
           log.executionData as Record<string, unknown> | null,
           {
             workspaceId: log.workspaceId,
             workflowId: log.workflowId,
             executionId: log.executionId,
+            userId,
           }
         )) as any,
         cost: log.costTotal != null ? { total: Number(log.costTotal) } : null,
diff --git a/apps/sim/app/api/v1/logs/route.ts b/apps/sim/app/api/v1/logs/route.ts
index be40f9ae2dd..1da2529a84f 100644
--- a/apps/sim/app/api/v1/logs/route.ts
+++ b/apps/sim/app/api/v1/logs/route.ts
@@ -8,7 +8,7 @@ import { v1ListLogsContract } from '@/lib/api/contracts/v1/logs'
 import { parseRequest } from '@/lib/api/server'
 import { MATERIALIZE_CONCURRENCY, mapWithConcurrency } from '@/lib/core/utils/concurrency'
 import { withRouteHandler } from '@/lib/core/utils/with-route-handler'
-import { materializeExecutionData } from '@/lib/logs/execution/trace-store'
+import { materializeExecutionDataForDisplay } from '@/lib/logs/execution/trace-store'
 import { buildLogFilters, getOrderBy } from '@/app/api/v1/logs/filters'
 import { createApiResponse, getUserLimits } from '@/app/api/v1/logs/meta'
 import {
@@ -167,12 +167,13 @@ export const GET = withRouteHandler(async (request: NextRequest) => {
       ? await mapWithConcurrency(data, MATERIALIZE_CONCURRENCY, async (log) => {
           const result = buildBase(log)
           if (log.executionData) {
-            const execData = (await materializeExecutionData(
+            const execData = (await materializeExecutionDataForDisplay(
               log.executionData as Record<string, unknown> | null,
               {
                 workspaceId: log.workspaceId,
                 workflowId: log.workflowId,
                 executionId: log.executionId,
+                userId,
               }
             )) as any
             if (params.includeFinalOutput && execData.finalOutput) {
diff --git a/apps/sim/app/api/workflows/[id]/execute/route.async.test.ts b/apps/sim/app/api/workflows/[id]/execute/route.async.test.ts
index 771e7cda706..c55a9c1030d 100644
--- a/apps/sim/app/api/workflows/[id]/execute/route.async.test.ts
+++ b/apps/sim/app/api/workflows/[id]/execute/route.async.test.ts
@@ -9,9 +9,11 @@ import {
   executionPreprocessingMockFns,
   hybridAuthMockFns,
   loggingSessionMock,
+  queueTableRows,
   requestUtilsMockFns,
   resetDbChainMock,
   resetEnvMock,
+  schemaMock,
   setEnv,
   workflowAuthzMockFns,
   workflowsPersistenceUtilsMock,
@@ -339,6 +341,125 @@ describe('workflow execute async route', () => {
     mockHandlePostExecutionPauseState.mockResolvedValue(undefined)
   })
 
+  it('reuses raw workflow input by execution ID without returning it to the client', async () => {
+    const sourceInput = { token: 'raw-secret-1234', nested: { value: 42 } }
+    queueTableRows(schemaMock.workflowExecutionLogs, [
+      {
+        executionId: 'source-execution',
+        workflowId: 'workflow-1',
+        workspaceId: 'workspace-1',
+        executionData: { workflowInput: sourceInput },
+      },
+    ])
+    const request = createMockRequest(
+      'POST',
+      { inputFromExecutionId: 'source-execution' },
+      {
+        'Content-Type': 'application/json',
+        'X-Execution-Mode': 'async',
+        Cookie: 'session=value',
+      }
+    )
+
+    const response = await POST(request, { params: Promise.resolve({ id: 'workflow-1' }) })
+    const responseBody = await response.json()
+
+    expect(response.status).toBe(202)
+    expect(responseBody).not.toHaveProperty('input')
+    expect(JSON.stringify(responseBody)).not.toContain('raw-secret-1234')
+    expect(mockEnqueue).toHaveBeenCalledWith(
+      'workflow-execution',
+      expect.objectContaining({ input: sourceInput }),
+      expect.any(Object)
+    )
+  })
+
+  it('recovers legacy starter input by execution ID without returning it to the client', async () => {
+    const sourceInput = { token: 'legacy-retry-input', nested: { value: 42 } }
+    queueTableRows(schemaMock.workflowExecutionLogs, [
+      {
+        executionId: 'source-execution',
+        workflowId: 'workflow-1',
+        workspaceId: 'workspace-1',
+        executionData: {
+          executionState: {
+            blockStates: {
+              start: {
+                output: sourceInput,
+                executed: false,
+                executionTime: 0,
+              },
+            },
+          },
+        },
+      },
+    ])
+    const request = createMockRequest(
+      'POST',
+      { inputFromExecutionId: 'source-execution' },
+      {
+        'Content-Type': 'application/json',
+        'X-Execution-Mode': 'async',
+        Cookie: 'session=value',
+      }
+    )
+
+    const response = await POST(request, { params: Promise.resolve({ id: 'workflow-1' }) })
+    const responseBody = await response.json()
+
+    expect(response.status).toBe(202)
+    expect(responseBody).not.toHaveProperty('input')
+    expect(JSON.stringify(responseBody)).not.toContain('legacy-retry-input')
+    expect(mockEnqueue).toHaveBeenCalledWith(
+      'workflow-execution',
+      expect.objectContaining({ input: sourceInput }),
+      expect.any(Object)
+    )
+  })
+
+  it('rejects client input alongside a stored execution input reference', async () => {
+    const response = await POST(
+      createMockRequest(
+        'POST',
+        {
+          input: { replacement: true },
+          inputFromExecutionId: 'source-execution',
+        },
+        { 'Content-Type': 'application/json', Cookie: 'session=value' }
+      ),
+      { params: Promise.resolve({ id: 'workflow-1' }) }
+    )
+
+    expect(response.status).toBe(400)
+    await expect(response.json()).resolves.toEqual({
+      error: 'Provide either input or inputFromExecutionId, not both',
+    })
+    expect(mockEnqueue).not.toHaveBeenCalled()
+  })
+
+  it('rejects stored execution input references from external callers', async () => {
+    mockCheckHybridAuth.mockResolvedValue({
+      success: true,
+      userId: 'personal-key-user-1',
+      authType: 'api_key',
+      apiKeyType: 'personal',
+    })
+    const response = await POST(
+      createMockRequest(
+        'POST',
+        { inputFromExecutionId: 'source-execution' },
+        { 'Content-Type': 'application/json', 'X-API-Key': 'personal-key' }
+      ),
+      { params: Promise.resolve({ id: 'workflow-1' }) }
+    )
+
+    expect(response.status).toBe(403)
+    await expect(response.json()).resolves.toEqual({
+      error: 'Stored execution input can only be reused by an authenticated session',
+    })
+    expect(mockEnqueue).not.toHaveBeenCalled()
+  })
+
   it('queues async execution with matching correlation metadata', async () => {
     const req = createMockRequest(
       'POST',
@@ -750,6 +871,173 @@ describe('workflow execute async route', () => {
     expect(mockReleaseExecutionIdClaim).not.toHaveBeenCalled()
   })
 
+  it('loads trusted run-from-block state by execution ID and preserves its source identity', async () => {
+    const sourceState = {
+      blockStates: { previous: { output: { value: 'cached' } } },
+      executedBlocks: ['previous'],
+      blockLogs: [],
+      decisions: { router: {}, condition: {} },
+      completedLoops: [],
+      activeExecutionPath: [],
+      resolvedSecretTraceProvenance: {
+        version: 1,
+        complete: true,
+        entries: [{ name: 'TOKEN', encryptedValue: 'encrypted-token' }],
+        scope: { userId: 'owner-1', workspaceId: 'workspace-1' },
+      },
+    }
+    queueTableRows(schemaMock.workflowExecutionLogs, [
+      {
+        executionId: 'source-execution',
+        workflowId: 'workflow-1',
+        workspaceId: 'workspace-1',
+        executionData: { executionState: sourceState },
+      },
+    ])
+    const request = createMockRequest(
+      'POST',
+      {
+        input: { hello: 'world' },
+        runFromBlock: {
+          startBlockId: 'start-block',
+          executionId: 'source-execution',
+        },
+      },
+      {
+        'Content-Type': 'application/json',
+        Cookie: 'session=value',
+      }
+    )
+
+    const response = await POST(request, { params: Promise.resolve({ id: 'workflow-1' }) })
+
+    expect(response.status).toBe(200)
+    expect(mockExecuteWorkflowCore).toHaveBeenCalledWith(
+      expect.objectContaining({
+        runFromBlock: {
+          startBlockId: 'start-block',
+          sourceSnapshot: sourceState,
+          sourceExecutionId: 'source-execution',
+        },
+      })
+    )
+  })
+
+  it('falls back to an untrusted client snapshot while stored run-from-block state is pending', async () => {
+    const sourceSnapshot = {
+      blockStates: { previous: { output: { value: 'cached' } } },
+      executedBlocks: ['previous'],
+      blockLogs: [],
+      decisions: { router: {}, condition: {} },
+      completedLoops: [],
+      activeExecutionPath: [],
+      resolvedSecretTraceProvenance: {
+        version: 1,
+        complete: true,
+        entries: [{ name: 'TOKEN', encryptedValue: 'untrusted-ciphertext' }],
+      },
+    }
+    queueTableRows(schemaMock.workflowExecutionLogs, [])
+    const request = createMockRequest(
+      'POST',
+      {
+        input: { hello: 'world' },
+        runFromBlock: {
+          startBlockId: 'start-block',
+          executionId: 'source-execution',
+          sourceSnapshot,
+        },
+      },
+      {
+        'Content-Type': 'application/json',
+        Cookie: 'session=value',
+      }
+    )
+
+    const response = await POST(request, { params: Promise.resolve({ id: 'workflow-1' }) })
+
+    expect(response.status).toBe(200)
+    expect(mockExecuteWorkflowCore).toHaveBeenCalledWith(
+      expect.objectContaining({
+        runFromBlock: {
+          startBlockId: 'start-block',
+          sourceSnapshot: expect.objectContaining({
+            blockStates: sourceSnapshot.blockStates,
+            executedBlocks: sourceSnapshot.executedBlocks,
+          }),
+        },
+      })
+    )
+    const runFromBlock = mockExecuteWorkflowCore.mock.calls[0]?.[0]?.runFromBlock
+    expect(runFromBlock).not.toHaveProperty('sourceExecutionId')
+    expect(runFromBlock?.sourceSnapshot).not.toHaveProperty('resolvedSecretTraceProvenance')
+  })
+
+  it('returns encrypted resolution provenance only to an authenticated internal tool caller', async () => {
+    const caller = EXECUTION_CALLERS[4]
+    configureExecutionCaller(caller)
+    const provenance = {
+      version: 1,
+      complete: true,
+      entries: [{ name: 'CHILD_SECRET', encryptedValue: 'encrypted-child-secret' }],
+    }
+    mockExecuteWorkflowCore.mockResolvedValueOnce({
+      success: true,
+      status: 'completed',
+      output: { ok: true },
+      executionState: { resolvedSecretTraceProvenance: provenance },
+      metadata: {
+        duration: 100,
+        startTime: '2026-01-01T00:00:00Z',
+        endTime: '2026-01-01T00:00:01Z',
+      },
+    })
+    const request = createCallerExecutionRequest(caller, undefined, 'sync')
+    request.headers.set('x-sim-request-private-tool-metadata', 'resolved-secret-provenance-v1')
+
+    const response = await POST(request, { params: Promise.resolve({ id: 'workflow-1' }) })
+
+    expect(response.status).toBe(200)
+    expect(response.headers.get('x-sim-private-tool-metadata')).toBe(
+      'resolved-secret-provenance-v1'
+    )
+    await expect(response.json()).resolves.toMatchObject({
+      output: { ok: true },
+      __resolvedSecretTraceProvenance: provenance,
+    })
+  })
+
+  it('does not expose private provenance metadata to non-internal callers', async () => {
+    const caller = EXECUTION_CALLERS[1]
+    configureExecutionCaller(caller)
+    mockExecuteWorkflowCore.mockResolvedValueOnce({
+      success: true,
+      status: 'completed',
+      output: { ok: true },
+      executionState: {
+        resolvedSecretTraceProvenance: {
+          version: 1,
+          complete: true,
+          entries: [{ name: 'SECRET', encryptedValue: 'encrypted-secret' }],
+        },
+      },
+      metadata: {
+        duration: 100,
+        startTime: '2026-01-01T00:00:00Z',
+        endTime: '2026-01-01T00:00:01Z',
+      },
+    })
+    const request = createCallerExecutionRequest(caller, undefined, 'sync')
+    request.headers.set('x-sim-request-private-tool-metadata', 'resolved-secret-provenance-v1')
+
+    const response = await POST(request, { params: Promise.resolve({ id: 'workflow-1' }) })
+    const body = await response.json()
+
+    expect(response.status).toBe(200)
+    expect(response.headers.get('x-sim-private-tool-metadata')).toBeNull()
+    expect(body).not.toHaveProperty('__resolvedSecretTraceProvenance')
+  })
+
   it('releases the admission reservation when enqueue proves non-acceptance', async () => {
     mockEnqueue.mockRejectedValueOnce(
       new AsyncJobEnqueueError('queue rejected the job', {
diff --git a/apps/sim/app/api/workflows/[id]/execute/route.ts b/apps/sim/app/api/workflows/[id]/execute/route.ts
index f56a89504e6..d9712918d9e 100644
--- a/apps/sim/app/api/workflows/[id]/execute/route.ts
+++ b/apps/sim/app/api/workflows/[id]/execute/route.ts
@@ -58,6 +58,12 @@ import {
 import { containsLargeValueRef } from '@/lib/execution/payloads/large-value-ref'
 import { compactBlockLogs, compactExecutionPayload } from '@/lib/execution/payloads/serializer'
 import { type PreprocessExecutionSuccess, preprocessExecution } from '@/lib/execution/preprocessing'
+import {
+  PRIVATE_TOOL_METADATA_RESPONSE_HEADER,
+  RESOLVED_SECRET_PROVENANCE_FIELD,
+  RESOLVED_SECRET_PROVENANCE_METADATA_V1,
+  requestsPrivateToolMetadata,
+} from '@/lib/execution/private-tool-metadata'
 import { LoggingSession } from '@/lib/logs/execution/logging-session'
 import {
   MAX_MCP_WORKFLOW_RESPONSE_BYTES,
@@ -114,12 +120,18 @@ import {
 import { normalizeName } from '@/executor/constants'
 import { ExecutionSnapshot } from '@/executor/execution/snapshot'
 import type {
+  BlockCompletionCallbackData,
   ChildWorkflowContext,
   ExecutionMetadata,
   IterationContext,
   SerializableExecutionState,
 } from '@/executor/execution/types'
-import type { BlockLog, NormalizedBlockOutput, StreamingExecution } from '@/executor/types'
+import type {
+  BlockLog,
+  ExecutionResult,
+  NormalizedBlockOutput,
+  StreamingExecution,
+} from '@/executor/types'
 import { getExecutionErrorStatus, hasExecutionResult } from '@/executor/utils/errors'
 import { Serializer } from '@/serializer'
 import { CORE_TRIGGER_TYPES, type CoreTriggerType } from '@/stores/logs/filters/types'
@@ -133,6 +145,31 @@ const WORKFLOW_EXECUTION_JOB_ID_PREFIX = 'workflow-execution:'
 export const runtime = 'nodejs'
 export const dynamic = 'force-dynamic'
 
+function createExecutionJsonResponse(
+  body: Record<string, unknown>,
+  init: ResponseInit | undefined,
+  includePrivateProvenance: boolean,
+  result?: ExecutionResult
+): NextResponse {
+  if (!includePrivateProvenance) {
+    return NextResponse.json(body, init)
+  }
+
+  const headers = new Headers(init?.headers)
+  headers.set(PRIVATE_TOOL_METADATA_RESPONSE_HEADER, RESOLVED_SECRET_PROVENANCE_METADATA_V1)
+  return NextResponse.json(
+    {
+      ...body,
+      [RESOLVED_SECRET_PROVENANCE_FIELD]: result?.executionState?.resolvedSecretTraceProvenance ?? {
+        version: 1,
+        complete: false,
+        entries: [],
+      },
+    },
+    { ...init, headers }
+  )
+}
+
 async function compactRoutePayload<T>(
   value: T,
   context: {
@@ -573,6 +610,10 @@ async function handleExecutePost(
 
     const isMcpBridgeRequest =
       auth.authType === AuthType.INTERNAL_JWT && req.headers.get(MCP_TOOL_BRIDGE_HEADER) === 'true'
+    const includePrivateTraceProvenance =
+      auth.success &&
+      auth.authType === AuthType.INTERNAL_JWT &&
+      requestsPrivateToolMetadata(req.headers, RESOLVED_SECRET_PROVENANCE_METADATA_V1)
     const useMcpBridgeAuthenticatedUserAsActor =
       isMcpBridgeRequest && req.headers.get(MCP_TOOL_BRIDGE_ACTOR_HEADER) === 'authenticated-user'
 
@@ -682,6 +723,7 @@ async function handleExecutePost(
       includeToolCalls: requestedIncludeToolCalls,
       useDraftState,
       input: validatedInput,
+      inputFromExecutionId,
       isClientSession = false,
       includeFileBase64,
       base64MaxBytes,
@@ -730,6 +772,20 @@ async function handleExecutePost(
       )
     }
 
+    if (inputFromExecutionId && (isPublicApiAccess || auth.authType !== AuthType.SESSION)) {
+      return NextResponse.json(
+        { error: 'Stored execution input can only be reused by an authenticated session' },
+        { status: 403 }
+      )
+    }
+
+    if (inputFromExecutionId && validatedInput !== undefined) {
+      return NextResponse.json(
+        { error: 'Provide either input or inputFromExecutionId, not both' },
+        { status: 400 }
+      )
+    }
+
     if (auth.authType === 'api_key') {
       if (isClientSession) {
         return NextResponse.json(
@@ -776,14 +832,7 @@ async function handleExecutePost(
         )
       }
 
-      if (rawRunFromBlock.sourceSnapshot && !isPublicApiAccess) {
-        // Public API callers cannot inject arbitrary block state via sourceSnapshot.
-        // They must use executionId to resume from a server-stored execution state.
-        resolvedRunFromBlock = {
-          startBlockId: rawRunFromBlock.startBlockId,
-          sourceSnapshot: rawRunFromBlock.sourceSnapshot as SerializableExecutionState,
-        }
-      } else if (rawRunFromBlock.executionId) {
+      if (rawRunFromBlock.executionId) {
         const { getExecutionStateForWorkflow, getLatestExecutionStateWithExecutionId } =
           await import('@/lib/workflows/executor/execution-state')
         const sourceExecution =
@@ -795,17 +844,32 @@ async function handleExecutePost(
               }
         const snapshot = sourceExecution?.state
         if (!snapshot) {
-          return NextResponse.json(
-            {
-              error: `No execution state found for ${rawRunFromBlock.executionId === 'latest' ? 'workflow' : `execution ${rawRunFromBlock.executionId}`}. Run the full workflow first.`,
-            },
-            { status: 400 }
-          )
+          if (rawRunFromBlock.sourceSnapshot && !isPublicApiAccess) {
+            resolvedRunFromBlock = {
+              startBlockId: rawRunFromBlock.startBlockId,
+              sourceSnapshot: rawRunFromBlock.sourceSnapshot as SerializableExecutionState,
+            }
+          } else {
+            return NextResponse.json(
+              {
+                error: `No execution state found for ${rawRunFromBlock.executionId === 'latest' ? 'workflow' : `execution ${rawRunFromBlock.executionId}`}. Run the full workflow first.`,
+              },
+              { status: 400 }
+            )
+          }
+        } else {
+          resolvedRunFromBlock = {
+            startBlockId: rawRunFromBlock.startBlockId,
+            sourceSnapshot: snapshot,
+            sourceExecutionId: sourceExecution.executionId,
+          }
         }
+      } else if (rawRunFromBlock.sourceSnapshot && !isPublicApiAccess) {
+        // Public API callers cannot inject arbitrary block state via sourceSnapshot.
+        // They must use executionId to resume from a server-stored execution state.
         resolvedRunFromBlock = {
           startBlockId: rawRunFromBlock.startBlockId,
-          sourceSnapshot: snapshot,
-          sourceExecutionId: sourceExecution.executionId,
+          sourceSnapshot: rawRunFromBlock.sourceSnapshot as SerializableExecutionState,
         }
       } else {
         return NextResponse.json(
@@ -817,7 +881,7 @@ async function handleExecutePost(
 
     // For API key and internal JWT auth, the entire body is the input (except for our control fields)
     // For session auth, the input is explicitly provided in the input field
-    const input = isMcpBridgeRequest
+    let input = isMcpBridgeRequest
       ? validatedInput
       : isPublicApiAccess ||
           auth.authType === AuthType.API_KEY ||
@@ -828,6 +892,7 @@ async function handleExecutePost(
               triggerType,
               stream,
               useDraftState,
+              inputFromExecutionId: _inputFromExecutionId,
               includeFileBase64,
               base64MaxBytes,
               workflowStateOverride,
@@ -962,6 +1027,20 @@ async function handleExecutePost(
       )
     }
 
+    if (inputFromExecutionId) {
+      const { getExecutionInputForWorkflow } = await import(
+        '@/lib/workflows/executor/execution-state'
+      )
+      const sourceExecution = await getExecutionInputForWorkflow(inputFromExecutionId, workflowId)
+      if (!sourceExecution.found) {
+        return NextResponse.json(
+          { error: 'Source workflow execution was not found' },
+          { status: 404 }
+        )
+      }
+      input = sourceExecution.input
+    }
+
     const upstreamBillingAttribution =
       auth.authType === AuthType.INTERNAL_JWT && workflowAuthorization.workflow?.workspaceId
         ? requireBillingAttributionHeader(req.headers, {
@@ -1287,7 +1366,7 @@ async function handleExecutePost(
             workflowResponseCompaction
           )
 
-          return NextResponse.json(
+          return createExecutionJsonResponse(
             {
               success: false,
               output: compactResultOutput,
@@ -1300,7 +1379,9 @@ async function handleExecutePost(
                   }
                 : undefined,
             },
-            { status: 408 }
+            { status: 408 },
+            includePrivateTraceProvenance,
+            result
           )
         }
 
@@ -1367,7 +1448,12 @@ async function handleExecutePost(
             : undefined,
         }
 
-        return NextResponse.json(filteredResult)
+        return createExecutionJsonResponse(
+          filteredResult,
+          undefined,
+          includePrivateTraceProvenance,
+          result
+        )
       } catch (error: unknown) {
         const errorMessage = getErrorMessage(error, 'Unknown error')
 
@@ -1405,7 +1491,7 @@ async function handleExecutePost(
             throw compactError
           }
         }
-        return NextResponse.json(
+        return createExecutionJsonResponse(
           {
             success: false,
             output: compactErrorOutput,
@@ -1418,7 +1504,9 @@ async function handleExecutePost(
                 }
               : undefined,
           },
-          { status }
+          { status },
+          includePrivateTraceProvenance,
+          executionResult
         )
       } finally {
         requestAbort.cleanup()
@@ -1663,7 +1751,7 @@ async function handleExecutePost(
             blockId: string,
             blockName: string,
             blockType: string,
-            callbackData: any,
+            callbackData: BlockCompletionCallbackData,
             iterationContext?: IterationContext,
             childWorkflowContext?: ChildWorkflowContext
           ) => {
@@ -1686,7 +1774,13 @@ async function handleExecutePost(
                 preserveRoot: true,
               }),
             }
-            const hasError = compactCallbackData.output?.error
+            const callbackError = compactCallbackData.output?.error
+            const hasError = typeof callbackError === 'string' && callbackError.length > 0
+            const display = await loggingSession.projectDisplayContent({
+              input: compactCallbackData.input,
+              output: compactCallbackData.output,
+              ...(hasError ? { error: callbackError } : {}),
+            })
             const childWorkflowData = childWorkflowContext
               ? {
                   childWorkflowBlockId: childWorkflowContext.parentBlockId,
@@ -1703,7 +1797,7 @@ async function handleExecutePost(
                 blockId,
                 blockName,
                 blockType,
-                error: compactCallbackData.output.error,
+                error: display.error,
               })
               await sendEvent({
                 type: 'block:error',
@@ -1715,7 +1809,12 @@ async function handleExecutePost(
                   blockName,
                   blockType,
                   input: compactCallbackData.input,
-                  error: compactCallbackData.output.error,
+                  error: callbackError,
+                  display: {
+                    ...(Object.hasOwn(display, 'input') ? { input: display.input } : {}),
+                    ...(display.error !== undefined ? { error: display.error } : {}),
+                    ...(display.clearLiveDisplay ? { clearLiveDisplay: true as const } : {}),
+                  },
                   durationMs: compactCallbackData.executionTime || 0,
                   startedAt: compactCallbackData.startedAt,
                   executionOrder: compactCallbackData.executionOrder,
@@ -1750,6 +1849,11 @@ async function handleExecutePost(
                   blockType,
                   input: compactCallbackData.input,
                   output: compactCallbackData.output,
+                  display: {
+                    ...(Object.hasOwn(display, 'input') ? { input: display.input } : {}),
+                    ...(Object.hasOwn(display, 'output') ? { output: display.output } : {}),
+                    ...(display.clearLiveDisplay ? { clearLiveDisplay: true as const } : {}),
+                  },
                   durationMs: compactCallbackData.executionTime || 0,
                   startedAt: compactCallbackData.startedAt,
                   executionOrder: compactCallbackData.executionOrder,
@@ -1786,6 +1890,7 @@ async function handleExecutePost(
               workflowId,
               sendEvent,
               forwardAnswerText: answerTextFromSink,
+              projectDisplay: (field, value) => loggingSession.projectLiveDisplayText(field, value),
             })
 
             const reader = streamingExec.stream.getReader()
@@ -1807,12 +1912,13 @@ async function handleExecutePost(
                 if (answerTextFromSink) continue
 
                 const chunk = decoder.decode(value, { stream: true })
+                const display = await loggingSession.projectLiveDisplayText('chunk', chunk)
                 await sendEvent({
                   type: 'stream:chunk',
                   timestamp: new Date().toISOString(),
                   executionId,
                   workflowId,
-                  data: { blockId, chunk },
+                  data: { blockId, chunk, display },
                 })
               }
 
@@ -1931,7 +2037,10 @@ async function handleExecutePost(
            * object storage, so doing it twice would double the latency and storage
            * load on the happy path.
            */
-          const compactedBlockLogs = await compactBlockLogs(result.logs, {
+          const displayBlockLogs = await loggingSession.projectBlockLogsForDisplay(
+            result.logs ?? []
+          )
+          const compactedBlockLogs = await compactBlockLogs(displayBlockLogs, {
             workspaceId,
             workflowId,
             executionId,
@@ -1947,6 +2056,9 @@ async function handleExecutePost(
               })
 
               await loggingSession.markAsFailed(timeoutErrorMessage)
+              const timeoutDisplay = await loggingSession.projectDisplayContent({
+                error: timeoutErrorMessage,
+              })
 
               finalMetaStatus = 'error'
               await sendEvent(
@@ -1957,6 +2069,11 @@ async function handleExecutePost(
                   workflowId,
                   data: {
                     error: timeoutErrorMessage,
+                    display: {
+                      ...(timeoutDisplay.error !== undefined
+                        ? { error: timeoutDisplay.error }
+                        : {}),
+                    },
                     duration: result.metadata?.duration || 0,
                     finalBlockLogs: compactedBlockLogs,
                   },
@@ -2061,13 +2178,16 @@ async function handleExecutePost(
           let compactErrorLogs: BlockLog[] | undefined
           try {
             compactErrorLogs = executionResult?.logs
-              ? await compactBlockLogs(executionResult.logs, {
-                  workspaceId,
-                  workflowId,
-                  executionId,
-                  userId: actorUserId,
-                  requireDurable: true,
-                })
+              ? await compactBlockLogs(
+                  await loggingSession.projectBlockLogsForDisplay(executionResult.logs),
+                  {
+                    workspaceId,
+                    workflowId,
+                    executionId,
+                    userId: actorUserId,
+                    requireDurable: true,
+                  }
+                )
               : undefined
           } catch (compactionError) {
             reqLogger.warn('Failed to compact SSE error logs, omitting oversized error details', {
@@ -2076,6 +2196,10 @@ async function handleExecutePost(
           }
 
           finalMetaStatus = 'error'
+          const terminalError = executionResult?.error || errorMessage
+          const terminalDisplay = await loggingSession.projectDisplayContent({
+            error: terminalError,
+          })
           await sendEvent(
             {
               type: 'execution:error',
@@ -2083,7 +2207,10 @@ async function handleExecutePost(
               executionId,
               workflowId,
               data: {
-                error: executionResult?.error || errorMessage,
+                error: terminalError,
+                display: {
+                  ...(terminalDisplay.error !== undefined ? { error: terminalDisplay.error } : {}),
+                },
                 duration: executionResult?.metadata?.duration || 0,
                 finalBlockLogs: compactErrorLogs,
               },
diff --git a/apps/sim/app/api/workflows/[id]/executions/[executionId]/route.ts b/apps/sim/app/api/workflows/[id]/executions/[executionId]/route.ts
index d3ff2d2a8a6..d7923d662bc 100644
--- a/apps/sim/app/api/workflows/[id]/executions/[executionId]/route.ts
+++ b/apps/sim/app/api/workflows/[id]/executions/[executionId]/route.ts
@@ -9,6 +9,12 @@ import {
 } from '@/lib/api/contracts/workflows'
 import { parseRequest } from '@/lib/api/server'
 import { withRouteHandler } from '@/lib/core/utils/with-route-handler'
+import {
+  collectFunctionalBlockOutputs,
+  FUNCTIONAL_OUTPUTS_UNAVAILABLE_MESSAGE,
+  type FunctionalExecutionDataSource,
+  FunctionalOutputsUnavailableError,
+} from '@/lib/logs/execution/functional-outputs'
 import { materializeExecutionData } from '@/lib/logs/execution/trace-store'
 import { getAutomaticResumeWaitingMetadata } from '@/lib/workflows/executor/paused-execution-metadata'
 import { validateWorkflowAccess } from '@/app/api/workflows/middleware'
@@ -18,32 +24,10 @@ const logger = createLogger('WorkflowExecutionStatusAPI')
 
 type LogStatus = 'pending' | 'running' | 'completed' | 'failed' | 'cancelled'
 
-interface TraceSpanShape {
-  blockId?: string
-  output?: Record<string, unknown>
-  children?: TraceSpanShape[]
-}
-
-interface ExecutionDataShape {
+interface ExecutionDataShape extends FunctionalExecutionDataSource {
   finalOutput?: { error?: string } & Record<string, unknown>
   error?: { message?: string } | string
   completionFailure?: string
-  traceSpans?: TraceSpanShape[]
-}
-
-function collectBlockOutputs(spans: TraceSpanShape[] | undefined): Map<string, unknown> {
-  const map = new Map<string, unknown>()
-  const visit = (list?: TraceSpanShape[]): void => {
-    if (!list) return
-    for (const span of list) {
-      if (span.blockId && span.output !== undefined && !map.has(span.blockId)) {
-        map.set(span.blockId, span.output)
-      }
-      if (span.children) visit(span.children)
-    }
-  }
-  visit(spans)
-  return map
 }
 
 function resolvePath(value: unknown, path: string[]): unknown {
@@ -204,10 +188,23 @@ export const GET = withRouteHandler(
         ? (executionData.finalOutput ?? null)
         : null
 
-    const blockOutputs =
-      selectedOutputs.length > 0
-        ? pickSelectedOutputs(selectedOutputs, collectBlockOutputs(executionData?.traceSpans))
-        : null
+    let blockOutputs: Record<string, unknown> | null = null
+    if (selectedOutputs.length > 0) {
+      try {
+        blockOutputs = pickSelectedOutputs(
+          selectedOutputs,
+          collectFunctionalBlockOutputs(executionData)
+        )
+      } catch (error) {
+        if (error instanceof FunctionalOutputsUnavailableError) {
+          return NextResponse.json(
+            { error: FUNCTIONAL_OUTPUTS_UNAVAILABLE_MESSAGE },
+            { status: 409 }
+          )
+        }
+        throw error
+      }
+    }
 
     const response: WorkflowExecutionStatusResponse = {
       executionId: logRow.executionId,
diff --git a/apps/sim/app/api/workflows/[id]/log/route.test.ts b/apps/sim/app/api/workflows/[id]/log/route.test.ts
index 9b6c35578d5..98dc6ac9631 100644
--- a/apps/sim/app/api/workflows/[id]/log/route.test.ts
+++ b/apps/sim/app/api/workflows/[id]/log/route.test.ts
@@ -13,6 +13,7 @@ const {
   mockResolveBillingAttribution,
   mockAssertBillingAttributionSnapshot,
   mockStart,
+  mockSetResolvedSecretTraceRegistry,
   mockSafeComplete,
   mockSafeCompleteWithError,
 } = vi.hoisted(() => ({
@@ -21,6 +22,7 @@ const {
   mockResolveBillingAttribution: vi.fn(),
   mockAssertBillingAttributionSnapshot: vi.fn((value) => value),
   mockStart: vi.fn().mockResolvedValue(undefined),
+  mockSetResolvedSecretTraceRegistry: vi.fn(),
   mockSafeComplete: vi.fn().mockResolvedValue(undefined),
   mockSafeCompleteWithError: vi.fn().mockResolvedValue(undefined),
 }))
@@ -42,6 +44,7 @@ vi.mock('@/lib/logs/execution/logging-session', () => ({
   LoggingSession: vi.fn(function LoggingSession() {
     return {
       start: mockStart,
+      setResolvedSecretTraceRegistry: mockSetResolvedSecretTraceRegistry,
       markAsFailed: vi.fn().mockResolvedValue(undefined),
       safeCompleteWithError: mockSafeCompleteWithError,
       safeComplete: mockSafeComplete,
@@ -307,4 +310,104 @@ describe('POST /api/workflows/[id]/log completion attribution', () => {
     )
     expect(mockSafeComplete).toHaveBeenCalledOnce()
   })
+
+  it('restores trusted Secrets provenance before projecting legacy completion traces', async () => {
+    const trustedExecutionState = {
+      blockStates: { 'function-1': { output: { result: 'raw-secret-value' } } },
+      executedBlocks: ['function-1'],
+      blockLogs: [],
+      decisions: { router: {}, condition: {} },
+      completedLoops: [],
+      activeExecutionPath: ['function-1'],
+      resolvedSecretTraceProvenance: { version: 1, complete: true, entries: [] },
+    }
+    dbChainMockFns.limit.mockResolvedValueOnce([
+      {
+        workflowId: OWNER_WORKFLOW_ID,
+        workspaceId: 'workspace-1',
+        executionData: {
+          billingAttribution: storedBillingAttribution,
+          executionState: trustedExecutionState,
+        },
+      },
+    ])
+
+    const res = await POST(
+      makeRequest(OWNER_WORKFLOW_ID, {
+        executionId: 'trusted-provenance-execution-id',
+        result: validResult,
+      }),
+      { params: Promise.resolve({ id: OWNER_WORKFLOW_ID }) }
+    )
+
+    expect(res.status).toBe(200)
+    const registry = mockSetResolvedSecretTraceRegistry.mock.calls[0]?.[0]
+    expect(registry?.isComplete()).toBe(true)
+    expect(registry?.exportProvenance()).toEqual({
+      version: 1,
+      complete: true,
+      entries: [],
+      scope: { userId: 'user-1', workspaceId: 'workspace-1' },
+    })
+    expect(mockSafeComplete).toHaveBeenCalledWith(
+      expect.objectContaining({ executionState: trustedExecutionState })
+    )
+  })
+
+  it('forwards trusted execution state through legacy error completion', async () => {
+    const trustedExecutionState = {
+      blockStates: { 'function-1': { output: { error: 'raw-secret-value' } } },
+      executedBlocks: ['function-1'],
+      blockLogs: [],
+      decisions: { router: {}, condition: {} },
+      completedLoops: [],
+      activeExecutionPath: ['function-1'],
+      resolvedSecretTraceProvenance: { version: 1, complete: true, entries: [] },
+    }
+    dbChainMockFns.limit.mockResolvedValueOnce([
+      {
+        workflowId: OWNER_WORKFLOW_ID,
+        workspaceId: 'workspace-1',
+        executionData: {
+          billingAttribution: storedBillingAttribution,
+          executionState: trustedExecutionState,
+        },
+      },
+    ])
+
+    const res = await POST(
+      makeRequest(OWNER_WORKFLOW_ID, {
+        executionId: 'trusted-error-execution-id',
+        result: { success: false, error: 'failed' },
+      }),
+      { params: Promise.resolve({ id: OWNER_WORKFLOW_ID }) }
+    )
+
+    expect(res.status).toBe(200)
+    expect(mockSafeCompleteWithError).toHaveBeenCalledWith(
+      expect.objectContaining({ executionState: trustedExecutionState })
+    )
+  })
+
+  it('forces structural-only traces when trusted stored provenance is unavailable', async () => {
+    dbChainMockFns.limit.mockResolvedValueOnce([
+      {
+        workflowId: OWNER_WORKFLOW_ID,
+        workspaceId: 'workspace-1',
+        executionData: { billingAttribution: storedBillingAttribution },
+      },
+    ])
+
+    const res = await POST(
+      makeRequest(OWNER_WORKFLOW_ID, {
+        executionId: 'legacy-no-provenance-execution-id',
+        result: validResult,
+      }),
+      { params: Promise.resolve({ id: OWNER_WORKFLOW_ID }) }
+    )
+
+    expect(res.status).toBe(200)
+    const registry = mockSetResolvedSecretTraceRegistry.mock.calls[0]?.[0]
+    expect(registry?.isComplete()).toBe(false)
+  })
 })
diff --git a/apps/sim/app/api/workflows/[id]/log/route.ts b/apps/sim/app/api/workflows/[id]/log/route.ts
index f79888ca363..8e5123504ed 100644
--- a/apps/sim/app/api/workflows/[id]/log/route.ts
+++ b/apps/sim/app/api/workflows/[id]/log/route.ts
@@ -13,9 +13,12 @@ import { generateRequestId } from '@/lib/core/utils/request'
 import { withRouteHandler } from '@/lib/core/utils/with-route-handler'
 import { LoggingSession } from '@/lib/logs/execution/logging-session'
 import { buildTraceSpans } from '@/lib/logs/execution/trace-spans/trace-spans'
+import { materializeExecutionData } from '@/lib/logs/execution/trace-store'
 import { validateWorkflowAccess } from '@/app/api/workflows/middleware'
 import { createErrorResponse, createSuccessResponse } from '@/app/api/workflows/utils'
+import type { SerializableExecutionState } from '@/executor/execution/types'
 import type { ExecutionResult } from '@/executor/types'
+import { ResolvedSecretTraceRegistry } from '@/executor/utils/resolved-secret-trace-registry'
 
 const logger = createLogger('WorkflowLogAPI')
 
@@ -119,6 +122,31 @@ export const POST = withRouteHandler(
         const isChatExecution = result.metadata?.source === 'chat'
         const triggerType = isChatExecution ? 'chat' : 'manual'
         const loggingSession = new LoggingSession(id, executionId, triggerType, requestId)
+        const resolvedSecretTraceRegistry = new ResolvedSecretTraceRegistry([], {
+          userId: actorUserId,
+          workspaceId: existingLog.workspaceId,
+        })
+        const trustedExecutionData = await materializeExecutionData(
+          existingLog.executionData as Record<string, unknown>,
+          {
+            workspaceId: existingLog.workspaceId,
+            workflowId: existingLog.workflowId,
+            executionId,
+          }
+        )
+        const trustedExecutionState =
+          trustedExecutionData.executionState &&
+          typeof trustedExecutionData.executionState === 'object' &&
+          !Array.isArray(trustedExecutionData.executionState)
+            ? (trustedExecutionData.executionState as SerializableExecutionState)
+            : undefined
+        const trustedProvenance = trustedExecutionState?.resolvedSecretTraceProvenance
+        if (trustedProvenance === undefined) {
+          resolvedSecretTraceRegistry.markIncomplete()
+        } else {
+          await resolvedSecretTraceRegistry.importProvenance(trustedProvenance, { trusted: true })
+        }
+        loggingSession.setResolvedSecretTraceRegistry(resolvedSecretTraceRegistry)
 
         await loggingSession.start({
           userId: actorUserId,
@@ -143,6 +171,7 @@ export const POST = withRouteHandler(
             totalDurationMs: totalDuration || result.metadata?.duration || 0,
             error: { message },
             traceSpans,
+            executionState: trustedExecutionState,
           })
         } else {
           await loggingSession.safeComplete({
@@ -150,6 +179,7 @@ export const POST = withRouteHandler(
             totalDurationMs: totalDuration || result.metadata?.duration || 0,
             finalOutput: result.output || {},
             traceSpans,
+            executionState: trustedExecutionState,
           })
         }
 
diff --git a/apps/sim/app/workspace/[workspaceId]/logs/logs.tsx b/apps/sim/app/workspace/[workspaceId]/logs/logs.tsx
index f161f672f78..7bf6142e139 100644
--- a/apps/sim/app/workspace/[workspaceId]/logs/logs.tsx
+++ b/apps/sim/app/workspace/[workspaceId]/logs/logs.tsx
@@ -72,8 +72,6 @@ import { useUserPermissionsContext } from '@/app/workspace/[workspaceId]/provide
 import { getBlock } from '@/blocks/registry'
 import { useFolderMap, useFolders } from '@/hooks/queries/folders'
 import {
-  fetchLogDetail,
-  logKeys,
   prefetchLogDetail,
   useCancelExecution,
   useDashboardStats,
@@ -90,7 +88,6 @@ import { CORE_TRIGGER_TYPES } from '@/stores/logs/filters/types'
 import { Dashboard, ExecutionSnapshot, LogDetails, LogRowContextMenu } from './components'
 import {
   DELETED_WORKFLOW_LABEL,
-  extractRetryInput,
   formatDate,
   getDisplayStatus,
   type LogStatus,
@@ -573,17 +570,11 @@ export default function Logs() {
   const retryLog = useCallback(
     async (log: WorkflowLogRow | null) => {
       const workflowId = log?.workflow?.id || log?.workflowId
-      const logId = log?.id
-      if (!workflowId || !logId) return
+      const executionId = log?.executionId
+      if (!workflowId || !executionId) return
 
       try {
-        const detailLog = await queryClient.fetchQuery({
-          queryKey: logKeys.detail(workspaceId, logId),
-          queryFn: ({ signal }) => fetchLogDetail(logId, workspaceId, signal),
-          staleTime: 30 * 1000,
-        })
-        const input = extractRetryInput(detailLog)
-        await retryExecution.mutateAsync({ workflowId, input })
+        await retryExecution.mutateAsync({ workflowId, executionId })
         toast.success('Retry started')
       } catch {
         toast.error('Failed to retry execution')
diff --git a/apps/sim/app/workspace/[workspaceId]/logs/utils.ts b/apps/sim/app/workspace/[workspaceId]/logs/utils.ts
index cadb003f19a..fbffba81702 100644
--- a/apps/sim/app/workspace/[workspaceId]/logs/utils.ts
+++ b/apps/sim/app/workspace/[workspaceId]/logs/utils.ts
@@ -2,7 +2,6 @@ import React from 'react'
 import { Badge } from '@sim/emcn'
 import { formatDuration, formatRelativeTime } from '@sim/utils/formatting'
 import { format } from 'date-fns'
-import type { WorkflowLogDetail } from '@/lib/api/contracts/logs'
 import { getIntegrationMetadata } from '@/lib/logs/get-trigger-options'
 import { getBlock } from '@/blocks/registry'
 import { CORE_TRIGGER_TYPES } from '@/stores/logs/filters/types'
@@ -213,37 +212,3 @@ export const formatDate = (dateString: string) => {
     relative: formatRelativeTime(dateString),
   }
 }
-
-/**
- * Extracts the original workflow input from a log entry for retry.
- * Prefers the persisted `workflowInput` field (new logs), falls back to
- * reconstructing from `executionState.blockStates` (old logs).
- */
-export function extractRetryInput(log: WorkflowLogDetail): unknown | undefined {
-  const execData = log.executionData
-  if (!execData) return undefined
-
-  if (execData.workflowInput !== undefined) {
-    return execData.workflowInput
-  }
-
-  const executionState = (execData as Record<string, unknown>).executionState as
-    | {
-        blockStates?: Record<
-          string,
-          { output?: unknown; executed?: boolean; executionTime?: number }
-        >
-      }
-    | undefined
-  if (!executionState?.blockStates) return undefined
-
-  // Starter/trigger blocks are pre-populated with executed: false and
-  // executionTime: 0, which distinguishes them from blocks that actually ran.
-  for (const state of Object.values(executionState.blockStates)) {
-    if (state.executed === false && state.executionTime === 0 && state.output != null) {
-      return state.output
-    }
-  }
-
-  return undefined
-}
diff --git a/apps/sim/app/workspace/[workspaceId]/w/[workflowId]/hooks/use-workflow-execution.test.tsx b/apps/sim/app/workspace/[workspaceId]/w/[workflowId]/hooks/use-workflow-execution.test.tsx
index f62015495af..3ed0c144334 100644
--- a/apps/sim/app/workspace/[workspaceId]/w/[workflowId]/hooks/use-workflow-execution.test.tsx
+++ b/apps/sim/app/workspace/[workspaceId]/w/[workflowId]/hooks/use-workflow-execution.test.tsx
@@ -10,8 +10,11 @@ const {
   DirectUploadErrorMock,
   executionStoreState,
   mockExecute,
+  mockExecuteFromBlock,
   mockFetch,
+  mockResolveStartCandidates,
   mockRunUploadStrategy,
+  mockSelectBestTrigger,
   terminalStoreState,
   workflowBlocks,
   workflowStoreState,
@@ -50,7 +53,7 @@ const {
   const executionStoreState = {
     workflowExecutions: new Map([['workflow-1', idleExecution]]),
     getWorkflowExecution: vi.fn(() => idleExecution),
-    getCurrentExecutionId: vi.fn(() => null),
+    getCurrentExecutionId: vi.fn<() => string | null>(() => null),
     getLastExecutionSnapshot: vi.fn(() => null),
     setCurrentExecutionId: vi.fn(),
     setIsExecuting: vi.fn(),
@@ -88,8 +91,11 @@ const {
     DirectUploadErrorMock,
     executionStoreState,
     mockExecute: vi.fn(),
+    mockExecuteFromBlock: vi.fn(),
     mockFetch: vi.fn(),
+    mockResolveStartCandidates: vi.fn(),
     mockRunUploadStrategy: vi.fn(),
+    mockSelectBestTrigger: vi.fn(),
     terminalStoreState,
     workflowBlocks,
     workflowStoreState,
@@ -133,12 +139,12 @@ vi.mock('@/lib/workflows/input-format', () => ({
 
 vi.mock('@/lib/workflows/triggers/trigger-utils', () => ({
   extractTriggerMockPayload: () => ({}),
-  selectBestTrigger: () => [],
+  selectBestTrigger: mockSelectBestTrigger,
   triggerNeedsMockPayload: () => false,
 }))
 
 vi.mock('@/lib/workflows/triggers/triggers', () => ({
-  resolveStartCandidates: () => [],
+  resolveStartCandidates: mockResolveStartCandidates,
   StartBlockPath: {
     SPLIT_API: 'split-api',
     SPLIT_INPUT: 'split-input',
@@ -206,7 +212,7 @@ vi.mock('@/hooks/use-execution-stream', () => {
     SSEStreamInterruptedError,
     useExecutionStream: () => ({
       execute: mockExecute,
-      executeFromBlock: vi.fn(),
+      executeFromBlock: mockExecuteFromBlock,
       reconnect: vi.fn(),
       cancel: vi.fn(),
       cancelExecute: vi.fn(),
@@ -344,6 +350,9 @@ async function drainStream(value: unknown): Promise<void> {
 describe('useWorkflowExecution attachment uploads', () => {
   beforeEach(() => {
     vi.clearAllMocks()
+    executionStoreState.getCurrentExecutionId.mockReturnValue(null)
+    mockResolveStartCandidates.mockReturnValue([])
+    mockSelectBestTrigger.mockReturnValue([])
     vi.stubGlobal('fetch', mockFetch)
     mockRunUploadStrategy.mockRejectedValue(
       new DirectUploadErrorMock('Server signaled fallback to API upload', 'FALLBACK_REQUIRED')
@@ -355,6 +364,8 @@ describe('useWorkflowExecution attachment uploads', () => {
       })
     )
     mockExecute.mockResolvedValue(undefined)
+    mockExecuteFromBlock.mockResolvedValue(undefined)
+    workflowStoreState.edges.length = 0
   })
 
   afterEach(() => {
@@ -470,4 +481,174 @@ describe('useWorkflowExecution attachment uploads', () => {
 
     unmount()
   })
+
+  it('uses only projected live thinking without changing normal settle behavior', async () => {
+    mockExecute.mockImplementationOnce(async (options) => {
+      options.onExecutionId?.('execution-1')
+      await options.callbacks?.onStreamThinking?.({
+        blockId: 'agent-1',
+        text: 'sk-resolved-secret',
+        display: { text: '{{OPENAI_API_KEY}}' },
+      })
+      await options.callbacks?.onStreamDone?.({ blockId: 'agent-1' })
+      await options.callbacks?.onBlockCompleted?.({
+        blockId: 'agent-1',
+        blockName: 'Agent 1',
+        blockType: 'agent',
+        executionOrder: 1,
+        output: { content: 'sk-resolved-secret' },
+        display: { output: { content: '{{OPENAI_API_KEY}}' } },
+        durationMs: 10,
+        startedAt: '2026-07-31T00:00:00.000Z',
+        endedAt: '2026-07-31T00:00:00.010Z',
+      })
+    })
+
+    const { result, unmount } = renderWorkflowExecutionHook()
+
+    await act(async () => {
+      const runResult = await result().handleRunWorkflow({ input: 'chat input' })
+      await drainStream(runResult)
+    })
+
+    expect(terminalStoreState.updateConsole).toHaveBeenCalledWith(
+      'agent-1',
+      expect.objectContaining({ agentStreamThinking: '{{OPENAI_API_KEY}}' }),
+      'execution-1'
+    )
+    expect(terminalStoreState.updateConsole).not.toHaveBeenCalledWith(
+      'agent-1',
+      expect.objectContaining({ clearAgentStreamThinking: true }),
+      'execution-1'
+    )
+    expect(JSON.stringify(terminalStoreState.updateConsole.mock.calls)).not.toContain(
+      'sk-resolved-secret'
+    )
+
+    unmount()
+  })
+
+  it('preserves legacy live thinking when no display projection field is sent', async () => {
+    mockExecute.mockImplementationOnce(async (options) => {
+      options.onExecutionId?.('execution-1')
+      await options.callbacks?.onStreamThinking?.({
+        blockId: 'agent-1',
+        text: 'sk-resolved-secret',
+      })
+      await options.callbacks?.onStreamDone?.({ blockId: 'agent-1' })
+    })
+
+    const { result, unmount } = renderWorkflowExecutionHook()
+
+    await act(async () => {
+      const runResult = await result().handleRunWorkflow({ input: 'chat input' })
+      await drainStream(runResult)
+    })
+
+    expect(terminalStoreState.updateConsole).toHaveBeenCalledWith(
+      'agent-1',
+      expect.objectContaining({ agentStreamThinking: 'sk-resolved-secret' }),
+      'execution-1'
+    )
+
+    unmount()
+  })
+
+  it('clears live thinking when the server sends an empty display projection', async () => {
+    mockExecute.mockImplementationOnce(async (options) => {
+      options.onExecutionId?.('execution-1')
+      await options.callbacks?.onStreamThinking?.({
+        blockId: 'agent-1',
+        text: 'sk-resolved-secret',
+        display: {},
+      })
+    })
+
+    const { result, unmount } = renderWorkflowExecutionHook()
+
+    await act(async () => {
+      const runResult = await result().handleRunWorkflow({ input: 'chat input' })
+      await drainStream(runResult)
+    })
+
+    expect(terminalStoreState.updateConsole).toHaveBeenCalledWith(
+      'agent-1',
+      { clearAgentStreamThinking: true },
+      'execution-1'
+    )
+    expect(JSON.stringify(terminalStoreState.updateConsole.mock.calls)).not.toContain(
+      'sk-resolved-secret'
+    )
+
+    unmount()
+  })
+
+  it('keeps the trusted execution ID when storing a run-until-block snapshot', async () => {
+    const startCandidate = {
+      blockId: 'start',
+      block: workflowBlocks.start,
+      path: 'legacy-starter',
+    }
+    mockResolveStartCandidates.mockReturnValue([startCandidate])
+    mockSelectBestTrigger.mockReturnValue([startCandidate])
+    mockExecute.mockImplementationOnce(async (options) => {
+      const executionId = options.executionId as string
+      executionStoreState.getCurrentExecutionId.mockReturnValue(executionId)
+      options.onExecutionId?.(executionId)
+      await options.callbacks?.onExecutionCompleted?.({
+        success: true,
+        output: {},
+        duration: 10,
+        startTime: '2026-07-31T00:00:00.000Z',
+        endTime: '2026-07-31T00:00:00.010Z',
+        finalBlockLogs: [],
+      })
+    })
+
+    const { result, unmount } = renderWorkflowExecutionHook()
+
+    await act(async () => {
+      await result().handleRunUntilBlock('function-1', 'workflow-1')
+    })
+
+    const executionId = mockExecute.mock.calls[0]?.[0]?.executionId
+    expect(executionId).toEqual(expect.any(String))
+    expect(executionStoreState.setLastExecutionSnapshot).toHaveBeenCalledWith(
+      'workflow-1',
+      expect.objectContaining({ sourceExecutionId: executionId })
+    )
+
+    unmount()
+  })
+
+  it('sends the snapshot as a fallback with a trusted run-from-block execution ID', async () => {
+    const sourceSnapshot = {
+      blockStates: { start: { output: { value: 'ready' } } },
+      executedBlocks: ['start'],
+      blockLogs: [],
+      decisions: { router: {}, condition: {} },
+      completedLoops: [],
+      activeExecutionPath: ['start'],
+      sourceExecutionId: 'source-execution-1',
+    }
+    executionStoreState.getLastExecutionSnapshot.mockReturnValueOnce(sourceSnapshot)
+    workflowStoreState.edges.push({ source: 'start', target: 'function-1' } as never)
+
+    const { result, unmount } = renderWorkflowExecutionHook()
+
+    await act(async () => {
+      await result().handleRunFromBlock('function-1', 'workflow-1')
+    })
+
+    expect(mockExecuteFromBlock).toHaveBeenCalledWith(
+      expect.objectContaining({
+        workflowId: 'workflow-1',
+        startBlockId: 'function-1',
+        sourceExecutionId: 'source-execution-1',
+        sourceSnapshot,
+      })
+    )
+
+    unmount()
+  })
 })
diff --git a/apps/sim/app/workspace/[workspaceId]/w/[workflowId]/hooks/use-workflow-execution.ts b/apps/sim/app/workspace/[workspaceId]/w/[workflowId]/hooks/use-workflow-execution.ts
index 7c708170f14..201e9b62207 100644
--- a/apps/sim/app/workspace/[workspaceId]/w/[workflowId]/hooks/use-workflow-execution.ts
+++ b/apps/sim/app/workspace/[workspaceId]/w/[workflowId]/hooks/use-workflow-execution.ts
@@ -16,6 +16,7 @@ import {
 } from '@/components/agent-stream/tool-call-lifecycle'
 import { requestJson } from '@/lib/api/client/request'
 import { cancelWorkflowExecutionContract, workflowLogContract } from '@/lib/api/contracts/workflows'
+import type { SecretSafeBlockLog } from '@/lib/logs/execution/display-types'
 import { buildTraceSpans } from '@/lib/logs/execution/trace-spans/trace-spans'
 import { processStreamingBlockLogs } from '@/lib/tokenization'
 import type {
@@ -103,6 +104,20 @@ interface DebugValidationResult {
 
 const WORKFLOW_EXECUTION_FAILURE_MESSAGE = 'Workflow execution failed'
 
+function getExecutionDisplayError(data: unknown): {
+  displayError?: string
+  hasDisplayProjection: boolean
+} {
+  if (!data || typeof data !== 'object' || !Object.hasOwn(data, 'display')) {
+    return { hasDisplayProjection: false }
+  }
+  const display = (data as { display?: { error?: unknown } }).display
+  return {
+    hasDisplayProjection: true,
+    ...(typeof display?.error === 'string' ? { displayError: display.error } : {}),
+  }
+}
+
 async function persistExecutionPointerProgress(
   workflowId: string,
   executionId: string,
@@ -261,6 +276,16 @@ function createAgentStreamChrome({ executionIdRef, updateConsole }: AgentStreamC
     )
   }
 
+  const clearThinking = (blockId: string) => {
+    const timer = thinkingFlushTimers.get(blockId)
+    if (timer !== undefined) {
+      clearTimeout(timer)
+      thinkingFlushTimers.delete(blockId)
+    }
+    thinkingByBlock.delete(blockId)
+    updateConsole(blockId, { clearAgentStreamThinking: true }, executionIdRef.current)
+  }
+
   const settleBlock = (blockId: string, status: 'success' | 'error' | 'cancelled') => {
     flushThinking(blockId)
     const map = toolCallsByBlock.get(blockId)
@@ -288,8 +313,21 @@ function createAgentStreamChrome({ executionIdRef, updateConsole }: AgentStreamC
   }
 
   const onStreamThinking = (data: StreamThinkingData) => {
+    const display = (
+      data as StreamThinkingData & {
+        display?: { text?: string; clearLiveDisplay?: true }
+      }
+    ).display
+    const hasDisplayProjection = Object.hasOwn(data, 'display')
+    const text = hasDisplayProjection ? display?.text : data.text
+    if (display?.clearLiveDisplay || (hasDisplayProjection && typeof text !== 'string')) {
+      clearThinking(data.blockId)
+      return
+    }
+    if (!text) return
+
     const prev = thinkingByBlock.get(data.blockId) ?? ''
-    thinkingByBlock.set(data.blockId, prev + data.text)
+    thinkingByBlock.set(data.blockId, prev + text)
     if (!thinkingFlushTimers.has(data.blockId)) {
       thinkingFlushTimers.set(
         data.blockId,
@@ -334,7 +372,14 @@ function createAgentStreamChrome({ executionIdRef, updateConsole }: AgentStreamC
     settleBlock(data.blockId, 'success')
   }
 
-  return { flushThinking, settleBlock, settleAll, onStreamThinking, onStreamTool, onStreamDone }
+  return {
+    flushThinking,
+    settleBlock,
+    settleAll,
+    onStreamThinking,
+    onStreamTool,
+    onStreamDone,
+  }
 }
 
 export function useWorkflowExecution() {
@@ -464,10 +509,12 @@ export function useWorkflowExecution() {
       workflowId?: string
       executionId?: string
       error?: string
+      displayError?: string
+      hasDisplayProjection?: boolean
       durationMs?: number
       blockLogs: BlockLog[]
       isPreExecutionError?: boolean
-      finalBlockLogs?: BlockLog[]
+      finalBlockLogs?: SecretSafeBlockLog[]
     }) => {
       if (!params.workflowId) return
       sharedHandleExecutionErrorConsole(
@@ -483,7 +530,7 @@ export function useWorkflowExecution() {
       workflowId?: string
       executionId?: string
       durationMs?: number
-      finalBlockLogs?: BlockLog[]
+      finalBlockLogs?: SecretSafeBlockLog[]
     }) => {
       if (!params.workflowId) return
       sharedHandleExecutionCancelledConsole(
@@ -862,27 +909,7 @@ export function useWorkflowExecution() {
                   streamedContent.set(id, chunks.join(''))
                 }
 
-                // Update streamed content and apply tokenization
                 if (result.logs) {
-                  result.logs.forEach((log: BlockLog) => {
-                    if (streamedContent.has(log.blockId)) {
-                      // For console display, show the actual structured block output instead of formatted streaming content
-                      // This ensures console logs match the block state structure
-                      // Use replaceOutput to completely replace the output instead of merging
-                      // Use the executionId from this execution context
-                      useTerminalConsoleStore.getState().updateConsole(
-                        log.blockId,
-                        {
-                          executionOrder: log.executionOrder,
-                          replaceOutput: log.output,
-                          success: true,
-                        },
-                        executionId
-                      )
-                    }
-                  })
-
-                  // Process all logs for streaming tokenization
                   const processedCount = processStreamingBlockLogs(result.logs, streamedContent)
                   logger.info(`Processed ${processedCount} blocks for streaming tokenization`)
                 }
@@ -1208,7 +1235,6 @@ export function useWorkflowExecution() {
       const activeBlockRefCounts = new Map<string, number>()
       const streamedChunks = new Map<string, string[]>()
       const agentStreamChrome = createAgentStreamChrome({ executionIdRef, updateConsole })
-      const settleAgentStreamChrome = agentStreamChrome.settleBlock
       const settleAllAgentStreamChrome = agentStreamChrome.settleAll
       const accumulatedBlockLogs: BlockLog[] = []
       const accumulatedBlockStates = new Map<string, BlockState>()
@@ -1282,8 +1308,7 @@ export function useWorkflowExecution() {
             onBlockStarted: blockHandlers.onBlockStarted,
             onBlockCompleted: blockHandlers.onBlockCompleted,
             onBlockError: (data) => {
-              // Failures often skip stream:done — settle thinking/tool chrome here.
-              settleAgentStreamChrome(data.blockId, 'error')
+              agentStreamChrome.settleBlock(data.blockId, 'error')
               blockHandlers.onBlockError(data)
             },
             onBlockChildWorkflowStarted: blockHandlers.onBlockChildWorkflowStarted,
@@ -1388,6 +1413,7 @@ export function useWorkflowExecution() {
                     decisions: existingSnapshot?.decisions || { router: {}, condition: {} },
                     completedLoops: existingSnapshot?.completedLoops || [],
                     activeExecutionPath: Array.from(mergedExecutedBlocks),
+                    sourceExecutionId: executionIdRef.current,
                   }
                   setLastExecutionSnapshot(activeWorkflowId, snapshot)
                   logger.info('Merged execution snapshot after run-until-block', {
@@ -1403,6 +1429,7 @@ export function useWorkflowExecution() {
                     decisions: { router: {}, condition: {} },
                     completedLoops: [],
                     activeExecutionPath: Array.from(executedBlockIds),
+                    sourceExecutionId: executionIdRef.current,
                   }
                   setLastExecutionSnapshot(activeWorkflowId, snapshot)
                   logger.info('Stored execution snapshot for run-from-block', {
@@ -1508,6 +1535,7 @@ export function useWorkflowExecution() {
                 workflowId: activeWorkflowId,
                 executionId: executionIdRef.current,
                 error: data.error,
+                ...getExecutionDisplayError(data),
                 durationMs: data.duration,
                 blockLogs: accumulatedBlockLogs,
                 isPreExecutionError,
@@ -1927,6 +1955,7 @@ export function useWorkflowExecution() {
       const effectiveSnapshot: SerializableExecutionState = isTriggerBlock
         ? emptySnapshot
         : snapshot || emptySnapshot
+      const sourceExecutionId = isTriggerBlock ? undefined : effectiveSnapshot.sourceExecutionId
 
       // Extract mock payload for trigger blocks
       let workflowInput: any
@@ -2009,6 +2038,7 @@ export function useWorkflowExecution() {
           workflowId,
           startBlockId: blockId,
           sourceSnapshot: effectiveSnapshot,
+          ...(sourceExecutionId ? { sourceExecutionId } : {}),
           input: workflowInput,
           onExecutionId: (id) => {
             if (runFromBlockOwnerRef.current !== runOwnerId) return
@@ -2031,7 +2061,6 @@ export function useWorkflowExecution() {
             onBlockStarted: blockHandlers.onBlockStarted,
             onBlockCompleted: blockHandlers.onBlockCompleted,
             onBlockError: (data) => {
-              // Failures often skip stream:done — settle thinking/tool chrome here.
               agentStreamChrome.settleBlock(data.blockId, 'error')
               blockHandlers.onBlockError(data)
             },
@@ -2065,6 +2094,7 @@ export function useWorkflowExecution() {
 
                 const updatedSnapshot: SerializableExecutionState = {
                   ...effectiveSnapshot,
+                  sourceExecutionId: executionId,
                   blockStates: mergedBlockStates,
                   executedBlocks: Array.from(mergedExecutedBlocks),
                   blockLogs: [...effectiveSnapshot.blockLogs, ...accumulatedBlockLogs],
@@ -2116,6 +2146,7 @@ export function useWorkflowExecution() {
                 workflowId,
                 executionId,
                 error: data.error,
+                ...getExecutionDisplayError(data),
                 durationMs: data.duration,
                 blockLogs: accumulatedBlockLogs,
                 finalBlockLogs: data.finalBlockLogs,
@@ -2473,6 +2504,7 @@ export function useWorkflowExecution() {
                   workflowId: reconnectWorkflowId,
                   executionId: capturedExecutionId,
                   error: data.error,
+                  ...getExecutionDisplayError(data),
                   blockLogs: accumulatedBlockLogs,
                   finalBlockLogs: data.finalBlockLogs,
                 })
diff --git a/apps/sim/app/workspace/[workspaceId]/w/[workflowId]/utils/workflow-execution-utils.integration.test.ts b/apps/sim/app/workspace/[workspaceId]/w/[workflowId]/utils/workflow-execution-utils.integration.test.ts
index f3b3d7cde6c..642b6327c58 100644
--- a/apps/sim/app/workspace/[workspaceId]/w/[workflowId]/utils/workflow-execution-utils.integration.test.ts
+++ b/apps/sim/app/workspace/[workspaceId]/w/[workflowId]/utils/workflow-execution-utils.integration.test.ts
@@ -30,6 +30,49 @@ describe('reconcileFinalBlockLogs (real store)', () => {
     } as any)
   })
 
+  it('replaces completed terminal content with the final server projection', () => {
+    const store = useTerminalConsoleStore.getState()
+    store.addConsole({
+      workflowId: 'wf-1',
+      blockId: 'function-1',
+      blockName: 'Function 1',
+      blockType: 'function',
+      executionId: 'exec-1',
+      executionOrder: 1,
+      isRunning: false,
+      success: false,
+      input: { code: 'return resolved-secret-value-123' },
+      output: { error: 'resolved-secret-value-123' },
+      error: 'SyntaxError: resolved-secret-value-123',
+      agentStreamThinking: 'resolved-secret-value-123',
+    })
+
+    const startedAt = new Date().toISOString()
+    reconcileFinalBlockLogs(store.updateConsole, 'wf-1', 'exec-1', [
+      {
+        blockId: 'function-1',
+        blockName: 'Function 1',
+        blockType: 'function',
+        executionOrder: 1,
+        success: false,
+        input: { code: 'return {{SECRET_NAME}}' },
+        output: { error: '{{SECRET_NAME}}' },
+        error: 'SyntaxError: {{SECRET_NAME}}',
+        clearLiveDisplay: true,
+        startedAt,
+        endedAt: startedAt,
+        durationMs: 1,
+      } as any,
+    ])
+
+    const entry = useTerminalConsoleStore.getState().getWorkflowEntries('wf-1')[0]
+    expect(entry.input).toEqual({ code: 'return {{SECRET_NAME}}' })
+    expect(entry.output).toEqual({ error: '{{SECRET_NAME}}' })
+    expect(entry.error).toBe('SyntaxError: {{SECRET_NAME}}')
+    expect(entry.agentStreamThinking).toBeUndefined()
+    expect(JSON.stringify(entry)).not.toContain('resolved-secret-value-123')
+  })
+
   it('actually flips a child-workflow inner block from running to success', () => {
     const store = useTerminalConsoleStore.getState()
     store.addConsole({
diff --git a/apps/sim/app/workspace/[workspaceId]/w/[workflowId]/utils/workflow-execution-utils.test.ts b/apps/sim/app/workspace/[workspaceId]/w/[workflowId]/utils/workflow-execution-utils.test.ts
index e7272f901cf..3b9739a99c3 100644
--- a/apps/sim/app/workspace/[workspaceId]/w/[workflowId]/utils/workflow-execution-utils.test.ts
+++ b/apps/sim/app/workspace/[workspaceId]/w/[workflowId]/utils/workflow-execution-utils.test.ts
@@ -5,6 +5,7 @@ import { resetTerminalConsoleMock, terminalConsoleMockFns } from '@sim/testing'
 import { beforeEach, describe, expect, it, vi } from 'vitest'
 import {
   addExecutionErrorConsoleEntry,
+  addHttpErrorConsoleEntry,
   createBlockEventHandlers,
   handleExecutionErrorConsole,
   reconcileFinalBlockLogs,
@@ -195,6 +196,171 @@ describe('workflow-execution-utils', () => {
         'exec-1',
       ])
     })
+
+    it('keeps raw completion data functional while writing only the display projection', async () => {
+      const accumulatedBlockLogs: BlockLog[] = []
+      const accumulatedBlockStates = new Map()
+      const updateConsole = vi.fn()
+      const onBlockCompleteCallback = vi.fn().mockResolvedValue(undefined)
+      const handlers = createBlockEventHandlers(
+        {
+          workflowId: 'wf-1',
+          executionIdRef: { current: 'exec-1' },
+          workflowEdges: [],
+          activeBlocksSet: new Set<string>(),
+          activeBlockRefCounts: new Map<string, number>(),
+          accumulatedBlockLogs,
+          accumulatedBlockStates,
+          executedBlockIds: new Set<string>(),
+          includeStartConsoleEntry: true,
+          onBlockCompleteCallback,
+        },
+        {
+          addConsole: vi.fn(),
+          updateConsole,
+          setActiveBlocks: vi.fn(),
+          setBlockRunStatus: vi.fn(),
+          setEdgeRunStatus: vi.fn(),
+        }
+      )
+
+      handlers.onBlockCompleted({
+        blockId: 'fn-1',
+        blockName: 'Function 1',
+        blockType: 'function',
+        executionOrder: 1,
+        input: { code: 'return sk-resolved-secret' },
+        output: { result: 'sk-resolved-secret' },
+        display: {
+          input: { code: 'return {{OPENAI_API_KEY}}' },
+          output: { result: '{{OPENAI_API_KEY}}' },
+        },
+        durationMs: 10,
+        startedAt: '2026-07-31T00:00:00.000Z',
+        endedAt: '2026-07-31T00:00:00.010Z',
+      } as any)
+
+      expect(accumulatedBlockLogs[0]).toMatchObject({
+        input: { code: 'return sk-resolved-secret' },
+        output: { result: 'sk-resolved-secret' },
+      })
+      expect(accumulatedBlockStates.get('fn-1')?.output).toEqual({
+        result: 'sk-resolved-secret',
+      })
+      expect(onBlockCompleteCallback).toHaveBeenCalledWith('fn-1', {
+        result: 'sk-resolved-secret',
+      })
+      expect(updateConsole).toHaveBeenCalledWith(
+        'fn-1',
+        expect.objectContaining({
+          input: { code: 'return {{OPENAI_API_KEY}}' },
+          replaceOutput: { result: '{{OPENAI_API_KEY}}' },
+        }),
+        'exec-1'
+      )
+      expect(updateConsole.mock.calls[0][1]).not.toHaveProperty('clearAgentStreamThinking')
+      expect(JSON.stringify(updateConsole.mock.calls)).not.toContain('sk-resolved-secret')
+    })
+
+    it('does not fall back to a raw block error when the display projection is empty', () => {
+      const accumulatedBlockLogs: BlockLog[] = []
+      const accumulatedBlockStates = new Map()
+      const updateConsole = vi.fn()
+      const handlers = createBlockEventHandlers(
+        {
+          workflowId: 'wf-1',
+          executionIdRef: { current: 'exec-1' },
+          workflowEdges: [],
+          activeBlocksSet: new Set<string>(),
+          activeBlockRefCounts: new Map<string, number>(),
+          accumulatedBlockLogs,
+          accumulatedBlockStates,
+          executedBlockIds: new Set<string>(),
+          includeStartConsoleEntry: true,
+        },
+        {
+          addConsole: vi.fn(),
+          updateConsole,
+          setActiveBlocks: vi.fn(),
+          setBlockRunStatus: vi.fn(),
+          setEdgeRunStatus: vi.fn(),
+        }
+      )
+
+      handlers.onBlockError({
+        blockId: 'fn-1',
+        blockName: 'Function 1',
+        blockType: 'function',
+        executionOrder: 1,
+        input: { code: 'return sk-resolved-secret' },
+        error: 'SyntaxError: sk-resolved-secret',
+        display: {},
+        durationMs: 10,
+        startedAt: '2026-07-31T00:00:00.000Z',
+        endedAt: '2026-07-31T00:00:00.010Z',
+      })
+
+      expect(accumulatedBlockLogs[0]?.error).toBe('SyntaxError: sk-resolved-secret')
+      expect(accumulatedBlockStates.get('fn-1')?.output).toEqual({
+        error: 'SyntaxError: sk-resolved-secret',
+      })
+      expect(updateConsole).toHaveBeenCalledWith(
+        'fn-1',
+        expect.objectContaining({
+          input: {},
+          replaceOutput: {},
+          error: 'Block failed',
+          clearAgentStreamThinking: true,
+        }),
+        'exec-1'
+      )
+      expect(JSON.stringify(updateConsole.mock.calls)).not.toContain('sk-resolved-secret')
+    })
+
+    it('preserves legacy block error display when the server sends no projection', () => {
+      const updateConsole = vi.fn()
+      const handlers = createBlockEventHandlers(
+        {
+          workflowId: 'wf-1',
+          executionIdRef: { current: 'exec-1' },
+          workflowEdges: [],
+          activeBlocksSet: new Set<string>(),
+          activeBlockRefCounts: new Map<string, number>(),
+          accumulatedBlockLogs: [],
+          accumulatedBlockStates: new Map(),
+          executedBlockIds: new Set<string>(),
+          includeStartConsoleEntry: true,
+        },
+        {
+          addConsole: vi.fn(),
+          updateConsole,
+          setActiveBlocks: vi.fn(),
+          setBlockRunStatus: vi.fn(),
+          setEdgeRunStatus: vi.fn(),
+        }
+      )
+
+      handlers.onBlockError({
+        blockId: 'fn-1',
+        blockName: 'Function 1',
+        blockType: 'function',
+        executionOrder: 1,
+        input: { code: 'return ordinary-value' },
+        error: 'SyntaxError: ordinary-value',
+        durationMs: 10,
+        startedAt: '2026-07-31T00:00:00.000Z',
+        endedAt: '2026-07-31T00:00:00.010Z',
+      })
+
+      expect(updateConsole).toHaveBeenCalledWith(
+        'fn-1',
+        expect.objectContaining({
+          input: { code: 'return ordinary-value' },
+          error: 'SyntaxError: ordinary-value',
+        }),
+        'exec-1'
+      )
+    })
   })
 
   describe('addExecutionErrorConsoleEntry', () => {
@@ -204,6 +370,7 @@ describe('workflow-execution-utils', () => {
         workflowId: 'wf-1',
         executionId: 'exec-1',
         error: 'Run failed',
+        displayError: 'Safe run failure',
         durationMs: 1234,
         blockLogs: [],
       })
@@ -212,7 +379,45 @@ describe('workflow-execution-utils', () => {
       const entry = addConsole.mock.calls[0][0]
       expect(entry.blockName).toBe('Run Error')
       expect(entry.blockType).toBe('error')
-      expect(entry.error).toBe('Run failed')
+      expect(entry.error).toBe('Safe run failure')
+    })
+
+    it('does not use the raw execution error when the server projection is empty', () => {
+      const addConsole = vi.fn()
+      addExecutionErrorConsoleEntry(addConsole, {
+        workflowId: 'wf-1',
+        executionId: 'exec-1',
+        error: 'SyntaxError: sk-resolved-secret',
+        hasDisplayProjection: true,
+        blockLogs: [],
+      })
+
+      expect(addConsole.mock.calls[0][0].error).toBe('Run failed')
+      expect(JSON.stringify(addConsole.mock.calls)).not.toContain('sk-resolved-secret')
+    })
+
+    it('preserves legacy execution errors when the server sends no projection', () => {
+      const addConsole = vi.fn()
+      addExecutionErrorConsoleEntry(addConsole, {
+        workflowId: 'wf-1',
+        executionId: 'exec-1',
+        error: 'Legacy run failure',
+        blockLogs: [],
+      })
+
+      expect(addConsole.mock.calls[0][0].error).toBe('Legacy run failure')
+    })
+
+    it('preserves HTTP error detail before SSE projection is available', () => {
+      const addConsole = vi.fn()
+      addHttpErrorConsoleEntry(addConsole, {
+        workflowId: 'wf-1',
+        executionId: 'exec-1',
+        error: 'Workflow is archived',
+        httpStatus: 409,
+      })
+
+      expect(addConsole.mock.calls[0][0].error).toBe('Workflow is archived')
     })
 
     it('skips when blockLogs already contain a block-level error', () => {
@@ -407,6 +612,74 @@ describe('workflow-execution-utils', () => {
       expect(updateConsole).not.toHaveBeenCalled()
     })
 
+    it('reprojects completed content without deep-comparing authoritative finalBlockLogs', () => {
+      terminalConsoleMockFns.mockAddConsole({
+        workflowId: 'wf-1',
+        blockId: 'fn-1',
+        blockName: 'Function',
+        blockType: 'function',
+        executionId: 'exec-1',
+        executionOrder: 1,
+        isRunning: false,
+        success: false,
+        input: { code: 'return sk-resolved-secret' },
+        output: { error: 'sk-resolved-secret' },
+        error: 'SyntaxError: sk-resolved-secret',
+        agentStreamThinking: 'sk-resolved-secret',
+      })
+
+      const updateConsole = vi.fn()
+      reconcileFinalBlockLogs(updateConsole, 'wf-1', 'exec-1', [
+        makeLog({
+          blockId: 'fn-1',
+          input: { code: 'return {{OPENAI_API_KEY}}' },
+          output: { error: '{{OPENAI_API_KEY}}' },
+          error: 'SyntaxError: {{OPENAI_API_KEY}}',
+          success: false,
+        }),
+      ])
+
+      expect(updateConsole).toHaveBeenCalledWith(
+        'fn-1',
+        expect.objectContaining({
+          input: { code: 'return {{OPENAI_API_KEY}}' },
+          replaceOutput: { error: '{{OPENAI_API_KEY}}' },
+          error: 'SyntaxError: {{OPENAI_API_KEY}}',
+        }),
+        'exec-1'
+      )
+      expect(updateConsole.mock.calls[0][1]).not.toHaveProperty('clearAgentStreamThinking')
+      expect(JSON.stringify(updateConsole.mock.calls)).not.toContain('sk-resolved-secret')
+    })
+
+    it('clears live content when the final projection is structural-only', () => {
+      terminalConsoleMockFns.mockAddConsole({
+        workflowId: 'wf-1',
+        blockId: 'fn-1',
+        blockName: 'Function',
+        blockType: 'function',
+        executionId: 'exec-1',
+        executionOrder: 1,
+        isRunning: false,
+        success: false,
+        input: { code: 'return sk-resolved-secret' },
+        output: { error: 'sk-resolved-secret' },
+        error: 'SyntaxError: sk-resolved-secret',
+      })
+
+      const updateConsole = vi.fn()
+      reconcileFinalBlockLogs(updateConsole, 'wf-1', 'exec-1', [
+        makeLog({ blockId: 'fn-1', success: false }),
+      ])
+
+      expect(updateConsole.mock.calls[0][1]).toMatchObject({
+        input: {},
+        replaceOutput: {},
+        error: null,
+        clearAgentStreamThinking: true,
+      })
+    })
+
     it('reconciles child workflow spans before running entries are swept to canceled', () => {
       terminalConsoleMockFns.mockAddConsole({
         workflowId: 'wf-1',
diff --git a/apps/sim/app/workspace/[workspaceId]/w/[workflowId]/utils/workflow-execution-utils.ts b/apps/sim/app/workspace/[workspaceId]/w/[workflowId]/utils/workflow-execution-utils.ts
index 782e00428f9..c344decafaf 100644
--- a/apps/sim/app/workspace/[workspaceId]/w/[workflowId]/utils/workflow-execution-utils.ts
+++ b/apps/sim/app/workspace/[workspaceId]/w/[workflowId]/utils/workflow-execution-utils.ts
@@ -1,6 +1,7 @@
 import { createLogger } from '@sim/logger'
 import { toError } from '@sim/utils/errors'
 import { generateId } from '@sim/utils/id'
+import type { SecretSafeBlockLog } from '@/lib/logs/execution/display-types'
 import type { TraceSpan } from '@/lib/logs/types'
 import type {
   BlockChildWorkflowStartedData,
@@ -15,9 +16,6 @@ import {
   SSEEventHandlerError,
   SSEStreamInterruptedError,
 } from '@/hooks/use-execution-stream'
-
-const logger = createLogger('workflow-execution-utils')
-
 import { useExecutionStore } from '@/stores/execution'
 import type { ConsoleEntry, ConsoleUpdate } from '@/stores/terminal'
 import {
@@ -29,6 +27,11 @@ import {
 import { useWorkflowRegistry } from '@/stores/workflows/registry/store'
 import { useWorkflowStore } from '@/stores/workflows/workflow/store'
 
+const logger = createLogger('workflow-execution-utils')
+const BLOCK_FAILURE_DISPLAY_MESSAGE = 'Block failed'
+const RUN_FAILURE_DISPLAY_MESSAGE = 'Run failed'
+const VALIDATION_FAILURE_DISPLAY_MESSAGE = 'Workflow validation failed'
+
 /**
  * Updates the active blocks set and ref counts for a single block.
  * Ref counting ensures a block stays active until all parallel branches for it complete.
@@ -132,6 +135,46 @@ interface BlockEventHandlerDeps {
 
 type BlockChildWorkflowStartedUpdate = BlockChildWorkflowStartedData
 
+interface BlockCompletedDisplayProjection {
+  input?: unknown
+  output?: unknown
+  clearLiveDisplay?: true
+}
+
+interface BlockErrorDisplayProjection {
+  input?: unknown
+  error?: string
+  clearLiveDisplay?: true
+}
+
+interface ExecutionErrorDisplayProjection {
+  present: boolean
+  error?: string
+}
+
+function getBlockCompletedDisplay(data: BlockCompletedData): BlockCompletedDisplayProjection {
+  const event = data as BlockCompletedData & { display?: BlockCompletedDisplayProjection }
+  if (!Object.hasOwn(event, 'display')) {
+    return { input: data.input, output: data.output }
+  }
+  return event.display ?? {}
+}
+
+function getBlockErrorDisplay(data: BlockErrorData): BlockErrorDisplayProjection {
+  const event = data as BlockErrorData & { display?: BlockErrorDisplayProjection }
+  if (!Object.hasOwn(event, 'display')) {
+    return { input: data.input, error: data.error }
+  }
+  return event.display ?? {}
+}
+
+function getExecutionErrorDisplay(data: { error: string }): ExecutionErrorDisplayProjection {
+  const event = data as typeof data & { display?: Omit<ExecutionErrorDisplayProjection, 'present'> }
+  if (!Object.hasOwn(event, 'display')) return { present: false }
+  const error = event.display?.error
+  return { present: true, ...(typeof error === 'string' ? { error } : {}) }
+}
+
 /**
  * Creates block event handlers for SSE execution events.
  * Shared by the workflow execution hook and standalone execution utilities.
@@ -299,19 +342,26 @@ export function createBlockEventHandlers(
   })
 
   const updateConsoleEntry = (data: BlockCompletedData) => {
+    const display = getBlockCompletedDisplay(data)
+    const projectionOmittedContent =
+      display.clearLiveDisplay === true ||
+      (Object.hasOwn(data, 'display') &&
+        ((!Object.hasOwn(display, 'input') && data.input !== undefined) ||
+          (!Object.hasOwn(display, 'output') && data.output !== undefined)))
     updateConsole(
       data.blockId,
       {
         blockName: data.blockName,
         blockType: data.blockType,
         executionOrder: data.executionOrder,
-        input: data.input || {},
-        replaceOutput: data.output,
+        input: display.input ?? {},
+        replaceOutput: (display.output ?? {}) as Record<string, unknown>,
         success: true,
         durationMs: data.durationMs,
         startedAt: data.startedAt,
         endedAt: data.endedAt,
         isRunning: false,
+        ...(projectionOmittedContent ? { clearAgentStreamThinking: true } : {}),
         ...extractIterationFields(data),
       },
       executionIdRef.current
@@ -319,20 +369,27 @@ export function createBlockEventHandlers(
   }
 
   const updateConsoleErrorEntry = (data: BlockErrorData) => {
+    const display = getBlockErrorDisplay(data)
+    const projectionOmittedContent =
+      display.clearLiveDisplay === true ||
+      (Object.hasOwn(data, 'display') &&
+        ((!Object.hasOwn(display, 'input') && data.input !== undefined) ||
+          (!Object.hasOwn(display, 'error') && data.error !== undefined)))
     updateConsole(
       data.blockId,
       {
         blockName: data.blockName,
         blockType: data.blockType,
         executionOrder: data.executionOrder,
-        input: data.input || {},
+        input: display.input ?? {},
         replaceOutput: {},
         success: false,
-        error: data.error,
+        error: display.error || BLOCK_FAILURE_DISPLAY_MESSAGE,
         durationMs: data.durationMs,
         startedAt: data.startedAt,
         endedAt: data.endedAt,
         isRunning: false,
+        ...(projectionOmittedContent ? { clearAgentStreamThinking: true } : {}),
         ...extractIterationFields(data),
       },
       executionIdRef.current
@@ -472,16 +529,16 @@ interface ExecutionConsoleDeps {
 }
 
 /**
- * Reconciles still-running console entries with the server's authoritative
- * `finalBlockLogs` so that any block whose terminal `block:completed`/`block:error`
- * SSE event was lost gets the correct success/error state instead of being
- * swept to "canceled".
+ * Reconciles console entries with the server's authoritative, secret-safe
+ * `finalBlockLogs`. Reapplying running or content-bearing rows both recovers
+ * dropped terminal events and replaces an earlier live projection after late
+ * secret activation.
  */
 export function reconcileFinalBlockLogs(
   updateConsole: UpdateConsoleFn,
   workflowId: string,
   executionId: string | undefined,
-  finalBlockLogs: BlockLog[] | undefined
+  finalBlockLogs: SecretSafeBlockLog[] | undefined
 ): void {
   if (!finalBlockLogs?.length || !executionId) return
   for (const log of finalBlockLogs) {
@@ -491,8 +548,17 @@ export function reconcileFinalBlockLogs(
       entry.executionId === executionId &&
       entry.executionOrder === log.executionOrder
     const matchingEntry = entries.find(matchesFinalLog)
-    const runningEntry = entries.find((entry) => matchesFinalLog(entry) && entry.isRunning)
-    if (runningEntry) {
+    const hasExistingContent =
+      matchingEntry?.input !== undefined ||
+      matchingEntry?.output !== undefined ||
+      matchingEntry?.error !== undefined ||
+      matchingEntry?.agentStreamThinking !== undefined
+    if (matchingEntry && (matchingEntry.isRunning || hasExistingContent)) {
+      const projectionOmittedContent =
+        log.clearLiveDisplay === true ||
+        (log.input === undefined && matchingEntry.input !== undefined) ||
+        (log.output === undefined && matchingEntry.output !== undefined) ||
+        (log.error === undefined && matchingEntry.error !== undefined)
       updateConsole(
         log.blockId,
         {
@@ -500,14 +566,15 @@ export function reconcileFinalBlockLogs(
           blockName: log.blockName,
           blockType: log.blockType,
           replaceOutput: (log.output ?? {}) as Record<string, unknown>,
-          ...(log.input ? { input: log.input } : {}),
+          input: log.input ?? {},
           success: log.success,
-          ...(log.error ? { error: log.error } : {}),
+          error: log.error ?? null,
           durationMs: log.durationMs,
           startedAt: log.startedAt,
           endedAt: log.endedAt,
           isRunning: false,
           isCanceled: false,
+          ...(projectionOmittedContent ? { clearAgentStreamThinking: true } : {}),
         },
         executionId
       )
@@ -549,19 +616,26 @@ function reconcileChildTraceSpans(
       ? findConsoleEntryForSpan(workflowId, executionId, childWorkflowInstanceId, span)
       : undefined
     if (span.blockId) {
-      const errorMessage = normalizeSpanError(span.output?.error)
+      const errorMessage = normalizeSpanError(span.errorMessage ?? span.output?.error)
+      const projectionOmittedContent = matchingEntry
+        ? (span.input === undefined && matchingEntry.input !== undefined) ||
+          (span.output === undefined && matchingEntry.output !== undefined) ||
+          (errorMessage === undefined && matchingEntry.error !== undefined)
+        : false
       updateConsole(
         span.blockId,
         {
           ...spanConsoleIdentity(span, childWorkflowInstanceId),
+          input: span.input ?? {},
           replaceOutput: (span.output ?? {}) as Record<string, unknown>,
           success: span.status !== 'error',
-          ...(errorMessage !== undefined ? { error: errorMessage } : {}),
+          error: errorMessage ?? null,
           durationMs: span.duration,
           startedAt: span.startTime,
           endedAt: span.endTime,
           isRunning: false,
           isCanceled: false,
+          ...(projectionOmittedContent ? { clearAgentStreamThinking: true } : {}),
         },
         executionId
       )
@@ -670,12 +744,17 @@ export function buildExecutionTiming(durationMs?: number): ExecutionTimingFields
 interface ExecutionErrorConsoleParams {
   workflowId: string
   executionId?: string
+  /** Raw runtime error used only for functional classification and result propagation. */
   error?: string
+  /** Server-projected error text safe for terminal display. */
+  displayError?: string
+  /** Distinguishes an intentionally empty projection from a legacy event with no projection. */
+  hasDisplayProjection?: boolean
   durationMs?: number
   blockLogs: BlockLog[]
   isPreExecutionError?: boolean
   /** Server's authoritative per-block terminal states, used to reconcile lost SSE events. */
-  finalBlockLogs?: BlockLog[]
+  finalBlockLogs?: SecretSafeBlockLog[]
 }
 
 /**
@@ -702,8 +781,14 @@ export function addExecutionErrorConsoleEntry(
   const isPreExecutionError = params.isPreExecutionError ?? false
   if (!isPreExecutionError && hasBlockError) return
 
-  const errorMessage = params.error || 'Run failed'
-  const isTimeout = errorMessage.toLowerCase().includes('timed out')
+  const hasDisplayProjection = params.hasDisplayProjection ?? params.displayError !== undefined
+  const fallbackMessage = isPreExecutionError
+    ? VALIDATION_FAILURE_DISPLAY_MESSAGE
+    : RUN_FAILURE_DISPLAY_MESSAGE
+  const errorMessage = hasDisplayProjection
+    ? params.displayError || fallbackMessage
+    : params.error || fallbackMessage
+  const isTimeout = (params.error ?? params.displayError ?? '').toLowerCase().includes('timed out')
   const timing = buildExecutionTiming(params.durationMs)
 
   addConsole({
@@ -784,7 +869,7 @@ interface CancelledConsoleParams {
   executionId?: string
   durationMs?: number
   /** Server's authoritative per-block terminal states, used to reconcile lost SSE events. */
-  finalBlockLogs?: BlockLog[]
+  finalBlockLogs?: SecretSafeBlockLog[]
 }
 
 /**
@@ -1060,6 +1145,7 @@ export async function executeWorkflowWithFullLogging(
           if (!isCurrentExecution()) return
           executionFinished = true
           const errorMessage = data.error || 'Run failed'
+          const display = getExecutionErrorDisplay(data)
           executionResult = {
             success: false,
             output: {},
@@ -1074,6 +1160,8 @@ export async function executeWorkflowWithFullLogging(
               workflowId: wfId,
               executionId: executionIdRef.current,
               error: errorMessage,
+              displayError: display.error,
+              hasDisplayProjection: display.present,
               durationMs: data.duration || 0,
               blockLogs: accumulatedBlockLogs,
               isPreExecutionError: accumulatedBlockLogs.length === 0,
diff --git a/apps/sim/background/async-preprocessing-correlation.test.ts b/apps/sim/background/async-preprocessing-correlation.test.ts
index e86d3bd66de..40832442576 100644
--- a/apps/sim/background/async-preprocessing-correlation.test.ts
+++ b/apps/sim/background/async-preprocessing-correlation.test.ts
@@ -9,6 +9,7 @@ import {
   executionPreprocessingMockFns,
   LoggingSessionMock,
   loggingSessionMock,
+  loggingSessionMockFns,
   resetDbChainMock,
   workflowsPersistenceUtilsMock,
   workflowsPersistenceUtilsMockFns,
@@ -16,13 +17,21 @@ import {
 import { beforeEach, describe, expect, it, vi } from 'vitest'
 import { ADMISSION_ERROR_CODE } from '@/lib/core/admission/transient-failure'
 
-const { mockTask, mockExecuteWorkflowCore, mockGetScheduleTimeValues, mockGetSubBlockValue } =
-  vi.hoisted(() => ({
-    mockTask: vi.fn((config) => config),
-    mockExecuteWorkflowCore: vi.fn(),
-    mockGetScheduleTimeValues: vi.fn(),
-    mockGetSubBlockValue: vi.fn(),
-  }))
+const {
+  mockTask,
+  mockExecuteWorkflowCore,
+  mockWasExecutionFinalizedByCore,
+  mockHasExecutionResult,
+  mockGetScheduleTimeValues,
+  mockGetSubBlockValue,
+} = vi.hoisted(() => ({
+  mockTask: vi.fn((config) => config),
+  mockExecuteWorkflowCore: vi.fn(),
+  mockWasExecutionFinalizedByCore: vi.fn(),
+  mockHasExecutionResult: vi.fn(),
+  mockGetScheduleTimeValues: vi.fn(),
+  mockGetSubBlockValue: vi.fn(),
+}))
 
 const mockPreprocessExecution = executionPreprocessingMockFns.mockPreprocessExecution
 const mockLoadDeployedWorkflowState = workflowsPersistenceUtilsMockFns.mockLoadDeployedWorkflowState
@@ -55,7 +64,7 @@ vi.mock('@/lib/logs/execution/trace-spans/trace-spans', () => ({
 
 vi.mock('@/lib/workflows/executor/execution-core', () => ({
   executeWorkflowCore: mockExecuteWorkflowCore,
-  wasExecutionFinalizedByCore: vi.fn().mockReturnValue(false),
+  wasExecutionFinalizedByCore: mockWasExecutionFinalizedByCore,
 }))
 
 vi.mock('@/lib/workflows/executor/human-in-the-loop-manager', () => ({
@@ -78,7 +87,7 @@ vi.mock('@/executor/execution/snapshot', () => ({
 }))
 
 vi.mock('@/executor/utils/errors', () => ({
-  hasExecutionResult: vi.fn().mockReturnValue(false),
+  hasExecutionResult: mockHasExecutionResult,
 }))
 
 import { executeScheduleJob } from './schedule-execution'
@@ -100,6 +109,8 @@ const billingAttribution = {
 describe('async preprocessing correlation threading', () => {
   beforeEach(() => {
     vi.clearAllMocks()
+    mockWasExecutionFinalizedByCore.mockReturnValue(false)
+    mockHasExecutionResult.mockReturnValue(false)
     resetDbChainMock()
     dbChainMockFns.limit.mockResolvedValue([
       {
@@ -166,6 +177,84 @@ describe('async preprocessing correlation threading', () => {
     )
   })
 
+  it('preserves a core-finalized execution error for task failure semantics', async () => {
+    const rawError = Object.assign(new Error('Function 1 failed with activated-secret-value'), {
+      executionResult: {
+        success: false,
+        output: { error: 'Function failed' },
+        logs: [],
+      },
+    })
+    mockPreprocessExecution.mockResolvedValueOnce({
+      success: true,
+      actorUserId: 'actor-1',
+      workflowRecord: {
+        id: 'workflow-1',
+        userId: 'owner-1',
+        workspaceId: 'workspace-1',
+        variables: {},
+      },
+      billingAttribution,
+      executionTimeout: {},
+    })
+    mockExecuteWorkflowCore.mockRejectedValueOnce(rawError)
+    mockHasExecutionResult.mockImplementation((error) => error === rawError)
+    mockWasExecutionFinalizedByCore.mockReturnValue(true)
+
+    await expect(
+      executeWorkflowJob({
+        workflowId: 'workflow-1',
+        userId: 'actor-1',
+        workspaceId: 'workspace-1',
+        billingAttribution,
+        triggerType: 'api',
+        executionId: 'execution-finalized',
+        requestId: 'request-finalized',
+      })
+    ).rejects.toBe(rawError)
+
+    expect(loggingSessionMockFns.mockWaitForPostExecution).not.toHaveBeenCalled()
+    expect(mockWasExecutionFinalizedByCore).toHaveBeenCalledWith(rawError, 'execution-finalized')
+    expect(loggingSessionMockFns.mockSafeCompleteWithError).not.toHaveBeenCalled()
+  })
+
+  it('persists and rethrows the original unfinalized execution error', async () => {
+    const rawError = new Error('Function 1 failed with activated-secret-value')
+    mockPreprocessExecution.mockResolvedValueOnce({
+      success: true,
+      actorUserId: 'actor-1',
+      workflowRecord: {
+        id: 'workflow-1',
+        userId: 'owner-1',
+        workspaceId: 'workspace-1',
+        variables: {},
+      },
+      billingAttribution,
+      executionTimeout: {},
+    })
+    mockExecuteWorkflowCore.mockRejectedValueOnce(rawError)
+
+    await expect(
+      executeWorkflowJob({
+        workflowId: 'workflow-1',
+        userId: 'actor-1',
+        workspaceId: 'workspace-1',
+        billingAttribution,
+        triggerType: 'api',
+        executionId: 'execution-fault',
+        requestId: 'request-fault',
+      })
+    ).rejects.toBe(rawError)
+
+    expect(loggingSessionMockFns.mockSafeCompleteWithError).toHaveBeenCalledWith(
+      expect.objectContaining({
+        error: expect.objectContaining({
+          message: 'Function 1 failed with activated-secret-value',
+        }),
+      })
+    )
+  })
+
   it('does not pre-start schedule logging before core execution', async () => {
     mockPreprocessExecution.mockResolvedValueOnce({
       success: true,
diff --git a/apps/sim/background/resume-execution.test.ts b/apps/sim/background/resume-execution.test.ts
new file mode 100644
index 00000000000..fe3dacc1439
--- /dev/null
+++ b/apps/sim/background/resume-execution.test.ts
@@ -0,0 +1,94 @@
+/**
+ * @vitest-environment node
+ */
+
+import { beforeEach, describe, expect, it, vi } from 'vitest'
+
+const {
+  mockTask,
+  mockGetPausedExecutionById,
+  mockStartResumeExecution,
+  mockFindCellContextByExecutionId,
+  mockSnapshotFromJson,
+} = vi.hoisted(() => ({
+  mockTask: vi.fn((config) => config),
+  mockGetPausedExecutionById: vi.fn(),
+  mockStartResumeExecution: vi.fn(),
+  mockFindCellContextByExecutionId: vi.fn(),
+  mockSnapshotFromJson: vi.fn(),
+}))
+
+vi.mock('@trigger.dev/sdk', () => ({ task: mockTask }))
+
+vi.mock('@/lib/billing/core/billing-attribution', () => ({
+  assertBillingAttributionSnapshot: vi.fn((value) => value),
+}))
+
+vi.mock('@/lib/table/cascade-lock', () => ({ withCascadeLock: vi.fn() }))
+vi.mock('@/lib/table/deps', () => ({ isExecCancelled: vi.fn(() => false) }))
+
+vi.mock('@/lib/table/workflow-columns', () => ({
+  findCellContextByExecutionId: mockFindCellContextByExecutionId,
+}))
+
+vi.mock('@/lib/workflows/executor/human-in-the-loop-manager', () => ({
+  PauseResumeManager: {
+    getPausedExecutionById: mockGetPausedExecutionById,
+    startResumeExecution: mockStartResumeExecution,
+  },
+}))
+
+vi.mock('@/executor/execution/snapshot', () => ({
+  ExecutionSnapshot: { fromJSON: mockSnapshotFromJson },
+}))
+
+import { executeResumeJob, type ResumeExecutionPayload } from '@/background/resume-execution'
+
+const payload: ResumeExecutionPayload = {
+  resumeEntryId: 'resume-entry-1',
+  resumeExecutionId: 'resume-execution-1',
+  pausedExecutionId: 'paused-execution-1',
+  contextId: 'context-1',
+  resumeInput: {},
+  userId: 'user-1',
+  workflowId: 'workflow-1',
+  parentExecutionId: 'parent-execution-1',
+}
+
+describe('executeResumeJob terminal errors', () => {
+  beforeEach(() => {
+    vi.clearAllMocks()
+    mockGetPausedExecutionById.mockResolvedValue({
+      executionSnapshot: { snapshot: {} },
+    })
+    mockSnapshotFromJson.mockReturnValue({
+      metadata: {
+        billingAttribution: {
+          actorUserId: 'user-1',
+          workspaceId: 'workspace-1',
+        },
+      },
+    })
+    mockFindCellContextByExecutionId.mockResolvedValue(null)
+  })
+
+  it('rethrows the original core-finalized resume error', async () => {
+    const rawError = Object.assign(new Error('Agent tool exposed activated-secret-value'), {
+      executionResult: {
+        success: false,
+        output: { error: 'Agent tool failed' },
+        logs: [],
+      },
+    })
+    mockStartResumeExecution.mockRejectedValue(rawError)
+
+    await expect(executeResumeJob(payload)).rejects.toBe(rawError)
+  })
+
+  it('rethrows the original genuine resume fault', async () => {
+    const rawError = new Error('MCP setup exposed activated-secret-value')
+    mockStartResumeExecution.mockRejectedValue(rawError)
+
+    await expect(executeResumeJob(payload)).rejects.toBe(rawError)
+  })
+})
diff --git a/apps/sim/background/schedule-execution.test.ts b/apps/sim/background/schedule-execution.test.ts
index 8ebb5cdd8c4..771da4f2f98 100644
--- a/apps/sim/background/schedule-execution.test.ts
+++ b/apps/sim/background/schedule-execution.test.ts
@@ -21,7 +21,13 @@ vi.mock('@/lib/workflows/schedules/disable-notifications', () => ({
 // does not re-export. Widen it rather than rewriting the source's imports.
 vi.mock('@sim/db', () => ({ ...databaseMock, ...schemaMock }))
 
-import { applyScheduleFailureUpdate, releaseScheduleLock } from '@/background/schedule-execution'
+import {
+  applyScheduleFailureUpdate,
+  readScheduledMothershipErrorResponse,
+  readScheduledMothershipJsonResponse,
+  releaseScheduleLock,
+} from '@/background/schedule-execution'
+import type { ResolvedSecretTraceRegistry } from '@/executor/utils/resolved-secret-trace-registry'
 
 const BASE = {
   scheduleId: 'schedule-1',
@@ -99,3 +105,71 @@ describe('releaseScheduleLock', () => {
     expect(notifyMock).not.toHaveBeenCalled()
   })
 })
+
+describe('scheduled Mothership response handling', () => {
+  it('parses JSON responses', async () => {
+    const response = new Response(JSON.stringify({ content: 'ok' }), {
+      headers: { 'content-type': 'application/json' },
+    })
+
+    await expect(readScheduledMothershipJsonResponse(response)).resolves.toEqual({ content: 'ok' })
+  })
+
+  it('preserves staging acceptance for responses above the generic tool cap', async () => {
+    const response = new Response(JSON.stringify({ content: 'unchanged' }), {
+      headers: {
+        'content-length': String(10 * 1024 * 1024 + 1),
+        'content-type': 'application/json',
+      },
+    })
+
+    await expect(readScheduledMothershipJsonResponse(response)).resolves.toEqual({
+      content: 'unchanged',
+    })
+  })
+
+  it('does not include malformed response content in parse failures', async () => {
+    const response = new Response('secret-bearing-non-json')
+    const error = await readScheduledMothershipJsonResponse(response).catch((caught) => caught)
+
+    expect(error).toBeInstanceOf(Error)
+    expect(error.message).toBe('Sim execution returned an invalid response')
+    expect(error.message).not.toContain('secret-bearing-non-json')
+  })
+
+  it('preserves the functional error body when no private metadata is present', async () => {
+    const registry = {
+      markIncomplete: vi.fn(),
+      importProvenance: vi.fn(),
+    } as unknown as ResolvedSecretTraceRegistry
+    const response = new Response('secret-bearing-error-body', { status: 500 })
+
+    const message = await readScheduledMothershipErrorResponse(response, registry)
+
+    expect(message).toBe('secret-bearing-error-body')
+    expect(registry.markIncomplete).toHaveBeenCalledTimes(1)
+  })
+
+  it('strips private provenance metadata without replacing the provider error', async () => {
+    const registry = {
+      markIncomplete: vi.fn(),
+      importProvenance: vi.fn().mockReturnValue(true),
+    } as unknown as ResolvedSecretTraceRegistry
+    const response = new Response(
+      JSON.stringify({
+        error: 'provider error detail',
+        __resolvedSecretTraceProvenance: { version: 1, complete: true, entries: [] },
+      }),
+      {
+        status: 500,
+        headers: { 'x-sim-private-tool-metadata': 'resolved-secret-provenance-v1' },
+      }
+    )
+
+    const message = await readScheduledMothershipErrorResponse(response, registry)
+
+    expect(JSON.parse(message)).toEqual({ error: 'provider error detail' })
+    expect(message).not.toContain('__resolvedSecretTraceProvenance')
+    expect(registry.importProvenance).toHaveBeenCalledOnce()
+  })
+})
diff --git a/apps/sim/background/schedule-execution.ts b/apps/sim/background/schedule-execution.ts
index b684f180dc7..bd537a81359 100644
--- a/apps/sim/background/schedule-execution.ts
+++ b/apps/sim/background/schedule-execution.ts
@@ -9,6 +9,7 @@ import {
 import { createLogger, runWithRequestContext } from '@sim/logger'
 import { describeError, toError } from '@sim/utils/errors'
 import { generateId } from '@sim/utils/id'
+import { isPlainRecord } from '@sim/utils/object'
 import { task } from '@trigger.dev/sdk'
 import { Cron } from 'croner'
 import { and, eq, isNull, ne, type SQL, sql } from 'drizzle-orm'
@@ -32,8 +33,16 @@ import {
 } from '@/lib/core/execution-limits'
 import type { DbOrTx } from '@/lib/db/types'
 import { preprocessExecution } from '@/lib/execution/preprocessing'
+import {
+  PRIVATE_TOOL_METADATA_REQUEST_HEADER,
+  RESOLVED_SECRET_PROVENANCE_FIELD,
+  RESOLVED_SECRET_PROVENANCE_METADATA_V1,
+  responseHasPrivateToolMetadata,
+} from '@/lib/execution/private-tool-metadata'
 import { LoggingSession } from '@/lib/logs/execution/logging-session'
+import { projectTraceSpansForSecrets } from '@/lib/logs/execution/trace-secret-projection'
 import { buildTraceSpans } from '@/lib/logs/execution/trace-spans/trace-spans'
+import type { TraceSpan } from '@/lib/logs/types'
 import { cleanupExecutionBase64Cache } from '@/lib/uploads/utils/user-file-base64.server'
 import {
   executeWorkflowCore,
@@ -61,6 +70,7 @@ import { ExecutionSnapshot } from '@/executor/execution/snapshot'
 import type { ExecutionMetadata } from '@/executor/execution/types'
 import { hasExecutionResult } from '@/executor/utils/errors'
 import { buildAPIUrl, buildAuthHeaders } from '@/executor/utils/http'
+import { ResolvedSecretTraceRegistry } from '@/executor/utils/resolved-secret-trace-registry'
 import { MAX_CONSECUTIVE_FAILURES } from '@/triggers/constants'
 
 const logger = createLogger('ScheduleExecution')
@@ -660,6 +670,7 @@ async function runWorkflowExecution({
         stackTrace: error instanceof Error ? error.stack : undefined,
       },
       traceSpans,
+      executionState: executionResult?.executionState,
     })
 
     throw error
@@ -1207,14 +1218,94 @@ function buildJobPrompt(jobRecord: {
   return parts.join('\n')
 }
 
+async function consumeJobTraceProvenance(
+  response: Response,
+  payload: Record<string, unknown>,
+  registry: ResolvedSecretTraceRegistry
+): Promise<boolean> {
+  const hasProvenance = Object.hasOwn(payload, RESOLVED_SECRET_PROVENANCE_FIELD)
+  const provenance = payload[RESOLVED_SECRET_PROVENANCE_FIELD]
+  delete payload[RESOLVED_SECRET_PROVENANCE_FIELD]
+
+  if (
+    !responseHasPrivateToolMetadata(response.headers, RESOLVED_SECRET_PROVENANCE_METADATA_V1) ||
+    !hasProvenance
+  ) {
+    registry.markIncomplete()
+    return false
+  }
+
+  return registry.importProvenance(provenance, { trusted: true })
+}
+
+/** Reads and validates a scheduled Mothership JSON response without changing its size contract. */
+export async function readScheduledMothershipJsonResponse(
+  response: Response
+): Promise<Record<string, unknown>> {
+  let payload: unknown
+
+  try {
+    payload = await response.json()
+  } catch {
+    throw new Error('Sim execution returned an invalid response')
+  }
+
+  if (!isPlainRecord(payload)) {
+    throw new Error('Sim execution returned an invalid response')
+  }
+  return payload
+}
+
+/** Reads the functional error body and strips private provenance metadata when present. */
+export async function readScheduledMothershipErrorResponse(
+  response: Response,
+  registry: ResolvedSecretTraceRegistry
+): Promise<string> {
+  const responseText = await response.text()
+  const hasPrivateMarker = responseHasPrivateToolMetadata(
+    response.headers,
+    RESOLVED_SECRET_PROVENANCE_METADATA_V1
+  )
+  const mayContainPrivateProvenance = responseText.includes(`"${RESOLVED_SECRET_PROVENANCE_FIELD}"`)
+
+  if (!hasPrivateMarker && !mayContainPrivateProvenance) {
+    registry.markIncomplete()
+    return responseText
+  }
+
+  let payload: unknown
+
+  try {
+    payload = JSON.parse(responseText)
+  } catch {
+    registry.markIncomplete()
+    return responseText
+  }
+
+  if (!isPlainRecord(payload)) {
+    registry.markIncomplete()
+    return responseText
+  }
+
+  const hadPrivateProvenance = Object.hasOwn(payload, RESOLVED_SECRET_PROVENANCE_FIELD)
+  try {
+    await consumeJobTraceProvenance(response, payload, registry)
+  } catch {
+    registry.markIncomplete()
+  }
+  return hadPrivateProvenance ? JSON.stringify(payload) : responseText
+}
+
 async function createJobLogEntry(params: {
   scheduleId: string
   workspaceId: string
+  userId: string
   jobTitle: string | null
   startTime: Date
   endTime: Date
   durationMs: number
   success: boolean
+  resolvedSecretTraceRegistry: ResolvedSecretTraceRegistry
   responseBody?: Record<string, any>
   errorMessage?: string
 }): Promise<void> {
@@ -1222,14 +1313,17 @@ async function createJobLogEntry(params: {
     const {
       scheduleId,
       workspaceId,
+      userId,
       jobTitle,
       startTime,
       endTime,
       durationMs,
       success,
+      resolvedSecretTraceRegistry,
       responseBody,
     } = params
     const name = jobTitle || 'Sim Job'
+    const executionId = generateId()
 
     const toolCallsList = (responseBody?.toolCalls || []).map((tc: Record<string, unknown>) => ({
       name: tc.name,
@@ -1246,7 +1340,7 @@ async function createJobLogEntry(params: {
       status: tc.error ? 'error' : 'success',
     }))
 
-    const traceSpan = {
+    const traceSpan: TraceSpan = {
       id: generateId(),
       name,
       type: 'mothership',
@@ -1263,12 +1357,20 @@ async function createJobLogEntry(params: {
       cost: responseBody?.cost || undefined,
       tokens: responseBody?.tokens || undefined,
     }
+    const [projectedTraceSpan] = await projectTraceSpansForSecrets([traceSpan], {
+      registry: resolvedSecretTraceRegistry,
+      store: {
+        workspaceId,
+        executionId,
+        userId,
+      },
+    })
 
     await db.insert(jobExecutionLogs).values({
       id: generateId(),
       scheduleId,
       workspaceId,
-      executionId: generateId(),
+      executionId,
       level: success ? 'info' : 'error',
       status: success ? 'completed' : 'failed',
       trigger: 'mothership',
@@ -1277,8 +1379,11 @@ async function createJobLogEntry(params: {
       totalDurationMs: durationMs,
       executionData: {
         enhanced: true,
-        traceSpans: [traceSpan],
+        traceSpans: [projectedTraceSpan],
         finalOutput: responseBody?.content ? { content: responseBody.content } : undefined,
+        executionState: {
+          resolvedSecretTraceProvenance: resolvedSecretTraceRegistry.exportProvenance(),
+        },
         trigger: {
           type: 'mothership',
           source: name,
@@ -1369,6 +1474,10 @@ export async function executeJobInline(payload: JobExecutionPayload) {
   }
 
   const promptText = buildJobPrompt(jobRecord)
+  const resolvedSecretTraceRegistry = new ResolvedSecretTraceRegistry([], {
+    userId: jobRecord.sourceUserId,
+    workspaceId: jobRecord.sourceWorkspaceId,
+  })
 
   try {
     const billingAttribution = await resolveBillingAttribution({
@@ -1382,6 +1491,7 @@ export async function executeJobInline(payload: JobExecutionPayload) {
     const url = buildAPIUrl('/api/mothership/execute')
     const headers = await buildAuthHeaders(jobRecord.sourceUserId)
     headers[BILLING_ATTRIBUTION_HEADER] = serializeBillingAttributionHeader(billingAttribution)
+    headers[PRIVATE_TOOL_METADATA_REQUEST_HEADER] = RESOLVED_SECRET_PROVENANCE_METADATA_V1
 
     const body = {
       messages: [{ role: 'user', content: promptText }],
@@ -1404,7 +1514,11 @@ export async function executeJobInline(payload: JobExecutionPayload) {
       })
 
       if (!response.ok) {
-        const errorText = await response.text().catch(() => {
+        const errorText = await readScheduledMothershipErrorResponse(
+          response,
+          resolvedSecretTraceRegistry
+        ).catch(() => {
+          resolvedSecretTraceRegistry.markIncomplete()
           if (timeoutController.isTimedOut()) {
             throw new Error(getTimeoutErrorMessage(null, timeoutController.timeoutMs))
           }
@@ -1416,11 +1530,13 @@ export async function executeJobInline(payload: JobExecutionPayload) {
         await createJobLogEntry({
           scheduleId: payload.scheduleId,
           workspaceId: jobRecord.sourceWorkspaceId,
+          userId: jobRecord.sourceUserId,
           jobTitle: jobRecord.jobTitle,
           startTime,
           endTime,
           durationMs,
           success: false,
+          resolvedSecretTraceRegistry,
           errorMessage: errorText,
         })
 
@@ -1430,10 +1546,17 @@ export async function executeJobInline(payload: JobExecutionPayload) {
       let responseBody: Record<string, any> = {}
       let wasCompletedByTool = false
       try {
-        responseBody = await response.json()
+        const payload = await readScheduledMothershipJsonResponse(response)
+        responseBody = payload
+        try {
+          await consumeJobTraceProvenance(response, payload, resolvedSecretTraceRegistry)
+        } catch {
+          resolvedSecretTraceRegistry.markIncomplete()
+        }
         const toolCalls = responseBody?.toolCalls as Array<{ name?: string }> | undefined
         wasCompletedByTool = toolCalls?.some((tc) => tc.name === 'complete_scheduled_task') ?? false
       } catch {
+        resolvedSecretTraceRegistry.markIncomplete()
         if (timeoutController.isTimedOut()) {
           throw new Error(getTimeoutErrorMessage(null, timeoutController.timeoutMs))
         }
@@ -1444,11 +1567,13 @@ export async function executeJobInline(payload: JobExecutionPayload) {
       await createJobLogEntry({
         scheduleId: payload.scheduleId,
         workspaceId: jobRecord.sourceWorkspaceId,
+        userId: jobRecord.sourceUserId,
         jobTitle: jobRecord.jobTitle,
         startTime,
         endTime,
         durationMs,
         success: true,
+        resolvedSecretTraceRegistry,
         responseBody,
       })
 
diff --git a/apps/sim/background/webhook-execution.test.ts b/apps/sim/background/webhook-execution.test.ts
index fa44602b09b..c765770fec2 100644
--- a/apps/sim/background/webhook-execution.test.ts
+++ b/apps/sim/background/webhook-execution.test.ts
@@ -4,30 +4,33 @@
 
 import {
   dbChainMockFns,
+  environmentUtilsMockFns,
   executionPreprocessingMock,
   executionPreprocessingMockFns,
+  LoggingSessionMock,
   loggingSessionMock,
   loggingSessionMockFns,
+  resetEnvironmentUtilsMock,
 } from '@sim/testing'
-import { beforeEach, describe, expect, it, vi } from 'vitest'
+import { afterAll, beforeEach, describe, expect, it, vi } from 'vitest'
 
 const {
   mockResolveWebhookRecordProviderConfig,
   mockExecuteWorkflowCore,
   mockWasExecutionFinalizedByCore,
-  mockRecordException,
-  mockGetActiveSpan,
   mockExecuteWithIdempotency,
   mockReleaseExecutionSlot,
   mockLoadDeploymentVersionState,
+  mockGetProviderHandler,
+  mockSetResolvedSecretTraceRegistry,
 } = vi.hoisted(() => ({
   mockResolveWebhookRecordProviderConfig: vi.fn(),
   mockExecuteWorkflowCore: vi.fn(),
   mockWasExecutionFinalizedByCore: vi.fn(),
-  mockRecordException: vi.fn(),
-  mockGetActiveSpan: vi.fn(),
   mockExecuteWithIdempotency: vi.fn(),
   mockReleaseExecutionSlot: vi.fn(),
+  mockGetProviderHandler: vi.fn(() => ({})),
+  mockSetResolvedSecretTraceRegistry: vi.fn(),
   mockLoadDeploymentVersionState: vi.fn(
     async (_workflowId: string, deploymentVersionId: string) => ({
       blocks: {},
@@ -39,9 +42,10 @@ const {
   ),
 }))
 
-vi.mock('@opentelemetry/api', () => ({
-  trace: { getActiveSpan: mockGetActiveSpan },
-}))
+const mockGetEffectiveEnvironmentSnapshot =
+  environmentUtilsMockFns.mockGetEffectiveEnvironmentSnapshot
+
+afterAll(resetEnvironmentUtilsMock)
 
 vi.mock('@/lib/execution/preprocessing', () => executionPreprocessingMock)
 vi.mock('@/lib/logs/execution/logging-session', () => loggingSessionMock)
@@ -77,9 +81,7 @@ vi.mock('@/lib/workflows/persistence/utils', () => ({
   loadWorkflowDeploymentVersionState: mockLoadDeploymentVersionState,
 }))
 
-vi.mock('@/lib/webhooks/providers', () => ({
-  getProviderHandler: vi.fn(() => ({})),
-}))
+vi.mock('@/lib/webhooks/providers', () => ({ getProviderHandler: mockGetProviderHandler }))
 
 vi.mock('@/lib/logs/execution/trace-spans/trace-spans', () => ({
   buildTraceSpans: vi.fn(() => ({ traceSpans: [] })),
@@ -208,6 +210,17 @@ describe('executeWebhookJob fault vs error handling', () => {
 
   beforeEach(() => {
     vi.clearAllMocks()
+    LoggingSessionMock.mockImplementation(function LoggingSession() {
+      return {
+        safeStart: loggingSessionMockFns.mockSafeStart,
+        safeComplete: loggingSessionMockFns.mockSafeComplete,
+        safeCompleteWithError: loggingSessionMockFns.mockSafeCompleteWithError,
+        waitForPostExecution: loggingSessionMockFns.mockWaitForPostExecution,
+        markAsFailed: loggingSessionMockFns.mockMarkAsFailed,
+        setResolvedSecretTraceRegistry: mockSetResolvedSecretTraceRegistry,
+      }
+    })
+    mockGetProviderHandler.mockReturnValue({})
     mockExecuteWithIdempotency.mockImplementation(
       (_provider: string, _key: string, operation: () => Promise<unknown>) => operation()
     )
@@ -225,8 +238,15 @@ describe('executeWebhookJob fault vs error handling', () => {
       executionTimeout: { async: 120_000 },
     })
     mockResolveWebhookRecordProviderConfig.mockImplementation(async (record) => record)
+    mockGetEffectiveEnvironmentSnapshot.mockResolvedValue({
+      personalEncrypted: {},
+      workspaceEncrypted: {},
+      personalDecrypted: {},
+      workspaceDecrypted: {},
+      conflicts: [],
+      decryptionFailures: [],
+    })
     dbChainMockFns.limit.mockResolvedValue([{ id: 'webhook-1' }])
-    mockGetActiveSpan.mockReturnValue({ recordException: mockRecordException })
   })
 
   it('completes the run (does not throw) when the failure was finalized by core', async () => {
@@ -246,17 +266,14 @@ describe('executeWebhookJob fault vs error handling', () => {
     expect(loggingSessionMockFns.mockWaitForPostExecution).toHaveBeenCalled()
     // User/workflow errors are already recorded by core — the catch must not re-log them.
     expect(loggingSessionMockFns.mockSafeCompleteWithError).not.toHaveBeenCalled()
-    // The error is still recorded on the run span so it stays visible in traces.
-    expect(mockRecordException).toHaveBeenCalledWith(
-      expect.objectContaining({ message: 'Gmail 2 is missing required fields: Label' })
-    )
   })
 
   it('faults the run (re-throws) when the failure was not finalized by core', async () => {
-    mockExecuteWorkflowCore.mockRejectedValue(new Error('Workflow state not found'))
+    const rawError = new Error('Workflow state not found')
+    mockExecuteWorkflowCore.mockRejectedValue(rawError)
     mockWasExecutionFinalizedByCore.mockReturnValue(false)
 
-    await expect(executeWebhookJob(payload)).rejects.toThrow('Workflow state not found')
+    await expect(executeWebhookJob(payload)).rejects.toBe(rawError)
     // waitForPostExecution must run on every path so the finalized-by-core signal is always reliable.
     expect(loggingSessionMockFns.mockWaitForPostExecution).toHaveBeenCalled()
     // Pipeline/infra errors are recorded here before re-throwing to fault the trigger.dev run.
@@ -291,6 +308,92 @@ describe('executeWebhookJob fault vs error handling', () => {
     )
   })
 
+  it('passes encrypted webhook resolution provenance into workflow execution', async () => {
+    mockGetEffectiveEnvironmentSnapshot.mockResolvedValue({
+      personalEncrypted: { WEBHOOK_SECRET: 'personal-ciphertext' },
+      workspaceEncrypted: { WEBHOOK_SECRET: 'workspace-ciphertext' },
+      personalDecrypted: { WEBHOOK_SECRET: 'personal-value' },
+      workspaceDecrypted: { WEBHOOK_SECRET: 'workspace-value' },
+      conflicts: ['WEBHOOK_SECRET'],
+      decryptionFailures: [],
+    })
+    mockResolveWebhookRecordProviderConfig.mockImplementation(
+      async (record, _userId, _workspaceId, options) => {
+        options.onResolved('WEBHOOK_SECRET', options.envVars.WEBHOOK_SECRET)
+        return record
+      }
+    )
+    mockExecuteWorkflowCore.mockResolvedValue({
+      success: true,
+      status: 'completed',
+      output: {},
+      logs: [],
+      executionState: {
+        blockStates: {},
+        executedBlocks: [],
+        blockLogs: [],
+        decisions: {},
+        completedLoops: [],
+        activeExecutionPath: [],
+      },
+    })
+
+    await executeWebhookJob(payload)
+
+    expect(mockResolveWebhookRecordProviderConfig).toHaveBeenCalledWith(
+      { id: 'webhook-1' },
+      'user-1',
+      'workspace-1',
+      expect.objectContaining({
+        envVars: { WEBHOOK_SECRET: 'workspace-value' },
+        onResolved: expect.any(Function),
+      })
+    )
+    expect(mockExecuteWorkflowCore).toHaveBeenCalledWith(
+      expect.objectContaining({
+        trustedInitialResolvedSecretTraceProvenance: {
+          version: 1,
+          complete: true,
+          entries: [{ name: 'WEBHOOK_SECRET', encryptedValue: 'workspace-ciphertext' }],
+          scope: { userId: 'user-1', workspaceId: 'workspace-1' },
+        },
+      })
+    )
+    expect(mockSetResolvedSecretTraceRegistry).toHaveBeenCalledOnce()
+  })
+
+  it('installs provenance before a post-resolution webhook setup failure', async () => {
+    const rawMessage = 'Webhook handler exposed activated-secret-value'
+    const rawError = new Error(rawMessage)
+    mockGetEffectiveEnvironmentSnapshot.mockResolvedValue({
+      personalEncrypted: {},
+      workspaceEncrypted: { WEBHOOK_SECRET: 'workspace-ciphertext' },
+      personalDecrypted: {},
+      workspaceDecrypted: { WEBHOOK_SECRET: 'activated-secret-value' },
+      conflicts: [],
+      decryptionFailures: [],
+    })
+    mockResolveWebhookRecordProviderConfig.mockImplementation(
+      async (record, _userId, _workspaceId, options) => {
+        options.onResolved('WEBHOOK_SECRET', options.envVars.WEBHOOK_SECRET)
+        return record
+      }
+    )
+    mockGetProviderHandler.mockReturnValue({
+      formatInput: vi.fn().mockRejectedValue(rawError),
+    })
+
+    await expect(executeWebhookJob(payload)).rejects.toBe(rawError)
+
+    expect(mockSetResolvedSecretTraceRegistry).toHaveBeenCalledOnce()
+    expect(loggingSessionMockFns.mockSafeCompleteWithError).toHaveBeenCalledWith(
+      expect.objectContaining({
+        error: expect.objectContaining({ message: rawMessage }),
+      })
+    )
+    expect(mockExecuteWorkflowCore).not.toHaveBeenCalled()
+  })
+
   it('acknowledges and skips queued webhook work after the workflow is undeployed', async () => {
     executionPreprocessingMockFns.mockPreprocessExecution.mockResolvedValueOnce({
       success: true,
diff --git a/apps/sim/background/webhook-execution.ts b/apps/sim/background/webhook-execution.ts
index 2ffb0dcaab8..5bea7691d3a 100644
--- a/apps/sim/background/webhook-execution.ts
+++ b/apps/sim/background/webhook-execution.ts
@@ -1,4 +1,3 @@
-import { trace } from '@opentelemetry/api'
 import { db } from '@sim/db'
 import { account, webhook } from '@sim/db/schema'
 import { createLogger, runWithRequestContext } from '@sim/logger'
@@ -15,6 +14,10 @@ import {
 import type { AsyncExecutionCorrelation } from '@/lib/core/async-jobs/types'
 import { createTimeoutAbortController, getTimeoutErrorMessage } from '@/lib/core/execution-limits'
 import { IdempotencyService, webhookIdempotency } from '@/lib/core/idempotency'
+import {
+  type EnvironmentResolutionSnapshot,
+  getEffectiveEnvironmentSnapshot,
+} from '@/lib/environment/utils'
 import { preprocessExecution } from '@/lib/execution/preprocessing'
 import { LoggingSession } from '@/lib/logs/execution/logging-session'
 import { buildTraceSpans } from '@/lib/logs/execution/trace-spans/trace-spans'
@@ -22,7 +25,10 @@ import {
   type WebhookAttachment,
   WebhookAttachmentProcessor,
 } from '@/lib/webhooks/attachment-processor'
-import { resolveWebhookRecordProviderConfig } from '@/lib/webhooks/env-resolver'
+import {
+  resolveWebhookRecordProviderConfig,
+  type WebhookEnvResolutionOptions,
+} from '@/lib/webhooks/env-resolver'
 import { getProviderHandler } from '@/lib/webhooks/providers'
 import {
   executeWorkflowCore,
@@ -40,6 +46,10 @@ import { ExecutionSnapshot } from '@/executor/execution/snapshot'
 import type { ExecutionMetadata } from '@/executor/execution/types'
 import type { ExecutionResult } from '@/executor/types'
 import { hasExecutionResult } from '@/executor/utils/errors'
+import {
+  createIncompleteResolvedSecretTraceRegistry,
+  createResolvedSecretTraceRegistry,
+} from '@/executor/utils/resolved-secret-trace-registry'
 import { safeAssign } from '@/tools/safe-assign'
 import { getTrigger, isTriggerValid } from '@/triggers'
 
@@ -316,10 +326,32 @@ export async function resolveWebhookExecutionProviderConfig<
   webhookRecord: T,
   provider: string,
   userId: string,
-  workspaceId?: string
+  workspaceId?: string,
+  options?: WebhookEnvResolutionOptions & {
+    onEnvironmentSnapshot?: (snapshot: EnvironmentResolutionSnapshot) => void | Promise<void>
+  }
 ): Promise<T & { providerConfig: Record<string, unknown> }> {
   try {
-    return await resolveWebhookRecordProviderConfig(webhookRecord, userId, workspaceId)
+    if (!options) {
+      return await resolveWebhookRecordProviderConfig(webhookRecord, userId, workspaceId)
+    }
+
+    const { onEnvironmentSnapshot, ...resolutionOptions } = options
+    if (onEnvironmentSnapshot && resolutionOptions.envVars === undefined) {
+      const snapshot = await getEffectiveEnvironmentSnapshot(userId, workspaceId)
+      await onEnvironmentSnapshot(snapshot)
+      resolutionOptions.envVars = {
+        ...snapshot.personalDecrypted,
+        ...snapshot.workspaceDecrypted,
+      }
+    }
+
+    return await resolveWebhookRecordProviderConfig(
+      webhookRecord,
+      userId,
+      workspaceId,
+      resolutionOptions
+    )
   } catch (error) {
     const errorMessage = toError(error).message
     throw new Error(
@@ -489,11 +521,36 @@ async function executeWebhookJobInternal(
       throw new Error(`Webhook record not found: ${payload.webhookId}`)
     }
 
+    const secretScope = { userId: workflowRecord.userId, workspaceId }
+    let resolvedSecretTraceRegistry = createIncompleteResolvedSecretTraceRegistry(secretScope)
     const resolvedWebhookRecord = await resolveWebhookExecutionProviderConfig(
       webhookRecord,
       payload.provider,
       workflowRecord.userId,
-      workspaceId
+      workspaceId,
+      {
+        onEnvironmentSnapshot: async (secretEnvironment) => {
+          try {
+            resolvedSecretTraceRegistry = await createResolvedSecretTraceRegistry({
+              personalEncrypted: secretEnvironment.personalEncrypted,
+              workspaceEncrypted: secretEnvironment.workspaceEncrypted,
+              personalDecrypted: secretEnvironment.personalDecrypted,
+              workspaceDecrypted: secretEnvironment.workspaceDecrypted,
+              decryptionFailures: secretEnvironment.decryptionFailures,
+              scope: secretScope,
+            })
+          } catch (error) {
+            logger.warn(`[${requestId}] Failed to build webhook trace secret catalog`, {
+              error: toError(error).message,
+            })
+            resolvedSecretTraceRegistry = createIncompleteResolvedSecretTraceRegistry(secretScope)
+          }
+          loggingSession.setResolvedSecretTraceRegistry(resolvedSecretTraceRegistry)
+        },
+        onResolved: (name, value) => {
+          resolvedSecretTraceRegistry.recordResolved(name, value)
+        },
+      }
     )
 
     if (handler.formatInput) {
@@ -665,6 +722,7 @@ async function executeWebhookJobInternal(
       snapshot,
       callbacks: {},
       loggingSession,
+      trustedInitialResolvedSecretTraceProvenance: resolvedSecretTraceRegistry.exportProvenance(),
       includeFileBase64: false,
       base64MaxBytes: undefined,
       abortSignal: timeoutController.signal,
@@ -712,10 +770,6 @@ async function executeWebhookJobInternal(
     // not a trigger.dev job fault — complete the run normally so we don't fire a false alert. Errors
     // that were not finalized came from the webhook pipeline itself, so we re-throw to fault below.
     if (wasExecutionFinalizedByCore(error, executionId)) {
-      // Record the exception on the run span so it stays visible in traces without
-      // marking the span as ERROR — that status is what faults the trigger.dev run.
-      trace.getActiveSpan()?.recordException(toError(error))
-
       return {
         success: false,
         workflowId: payload.workflowId,
@@ -757,6 +811,7 @@ async function executeWebhookJobInternal(
           stackTrace: errorStack,
         },
         traceSpans,
+        executionState: executionResult.executionState,
       })
     } catch (loggingError) {
       logger.error(`[${requestId}] Failed to complete logging session`, loggingError)
diff --git a/apps/sim/background/workflow-execution.ts b/apps/sim/background/workflow-execution.ts
index cce7d55dd3e..cf7a6b09994 100644
--- a/apps/sim/background/workflow-execution.ts
+++ b/apps/sim/background/workflow-execution.ts
@@ -219,6 +219,7 @@ export async function executeWorkflowJob(payload: WorkflowExecutionPayload) {
           stackTrace: error instanceof Error ? error.stack : undefined,
         },
         traceSpans,
+        executionState: executionResult?.executionState,
       })
 
       throw error
diff --git a/apps/sim/executor/execution/block-executor.test.ts b/apps/sim/executor/execution/block-executor.test.ts
index fe4bb0e624d..e267183e144 100644
--- a/apps/sim/executor/execution/block-executor.test.ts
+++ b/apps/sim/executor/execution/block-executor.test.ts
@@ -4,11 +4,14 @@
 import { beforeEach, describe, expect, it, vi } from 'vitest'
 import { clearLargeValueCacheForTests } from '@/lib/execution/payloads/cache'
 import { isLargeArrayManifest } from '@/lib/execution/payloads/large-array-manifest-metadata'
+import { projectTraceSpansForSecrets } from '@/lib/logs/execution/trace-secret-projection'
+import { buildTraceSpans } from '@/lib/logs/execution/trace-spans/trace-spans'
 import { BlockType } from '@/executor/constants'
 import type { DAGNode } from '@/executor/dag/builder'
 import { BlockExecutor } from '@/executor/execution/block-executor'
 import { ExecutionState } from '@/executor/execution/state'
 import type { BlockHandler, ExecutionContext } from '@/executor/types'
+import { ResolvedSecretTraceRegistry } from '@/executor/utils/resolved-secret-trace-registry'
 import { VariableResolver } from '@/executor/variables/resolver'
 import type { SerializedBlock, SerializedWorkflow } from '@/serializer/types'
 
@@ -436,6 +439,108 @@ describe('BlockExecutor', () => {
     expect(output?.error).toBeTruthy()
     expect(output).not.toEqual({ content: '' })
   })
+
+  it('projects a resolved secret out of Function syntax-error TraceSpans only', async () => {
+    const secret = 'function-secret-literal-7f3a91'
+    const block = createBlock()
+    block.metadata.name = 'Function 1'
+    block.config.params = {
+      code: 'return {{OPENAI_API_KEY}}',
+      language: 'javascript',
+    }
+    const workflow: SerializedWorkflow = {
+      version: '1',
+      blocks: [block],
+      connections: [],
+      loops: {},
+      parallels: {},
+    }
+    const state = new ExecutionState()
+    const registry = new ResolvedSecretTraceRegistry([
+      {
+        name: 'OPENAI_API_KEY',
+        plaintext: secret,
+        encryptedValue: 'encrypted-openai-api-key',
+      },
+    ])
+    const resolver = new VariableResolver(workflow, {}, state)
+    const syntaxError = `Syntax Error: Line 1: \`return ${secret}\` - Invalid or unexpected token`
+    const handler: BlockHandler = {
+      canHandle: () => true,
+      execute: async (_ctx, _block, inputs) => {
+        expect(inputs.code).toBe(`return ${secret}`)
+        throw new Error(syntaxError)
+      },
+    }
+    const executor = new BlockExecutor(
+      [handler],
+      resolver,
+      {
+        workspaceId: 'workspace-1',
+        executionId: 'execution-1',
+        userId: 'user-1',
+        metadata: {
+          requestId: 'request-1',
+          executionId: 'execution-1',
+          workflowId: 'workflow-1',
+          workspaceId: 'workspace-1',
+          userId: 'user-1',
+          triggerType: 'manual',
+          useDraftState: false,
+          startTime: new Date().toISOString(),
+        },
+      },
+      state
+    )
+    const ctx = createContext(state)
+    ctx.environmentVariables = { OPENAI_API_KEY: secret }
+    ctx.resolvedSecretTraceRegistry = registry
+
+    await expect(executor.execute(ctx, createNode(block), block)).rejects.toThrow(
+      `Function 1: ${syntaxError}`
+    )
+
+    expect(registry.getActiveMatches()).toEqual([
+      { plaintext: secret, replacement: '{{OPENAI_API_KEY}}' },
+    ])
+    expect(state.getBlockOutput(block.id)).toEqual({ error: syntaxError })
+    expect(ctx.blockLogs[0]).toMatchObject({
+      input: { code: `return ${secret}` },
+      output: { error: syntaxError },
+      error: syntaxError,
+    })
+
+    const rawLogs = structuredClone(ctx.blockLogs)
+    const { traceSpans: rawTraceSpans } = buildTraceSpans({
+      success: false,
+      output: { error: syntaxError },
+      error: `Function 1: ${syntaxError}`,
+      logs: ctx.blockLogs,
+    })
+    const rawTraceSnapshot = structuredClone(rawTraceSpans)
+    const projectedTraceSpans = await projectTraceSpansForSecrets(rawTraceSpans, {
+      registry,
+      store: {
+        workspaceId: 'workspace-1',
+        workflowId: 'workflow-1',
+        executionId: 'execution-1',
+        userId: 'user-1',
+      },
+    })
+
+    expect(ctx.blockLogs).toEqual(rawLogs)
+    expect(rawTraceSpans).toEqual(rawTraceSnapshot)
+    expect(projectedTraceSpans).toEqual([
+      expect.objectContaining({
+        name: 'Function 1',
+        input: expect.objectContaining({ code: 'return {{OPENAI_API_KEY}}' }),
+        output: {
+          error: 'Syntax Error: Line 1: `return {{OPENAI_API_KEY}}` - Invalid or unexpected token',
+        },
+      }),
+    ])
+    expect(JSON.stringify(projectedTraceSpans)).not.toContain(secret)
+  })
 })
 
 describe('BlockExecutor streaming pump', () => {
diff --git a/apps/sim/executor/execution/engine.ts b/apps/sim/executor/execution/engine.ts
index 9c65779a8eb..bebdd37db72 100644
--- a/apps/sim/executor/execution/engine.ts
+++ b/apps/sim/executor/execution/engine.ts
@@ -180,6 +180,7 @@ export class ExecutionEngine {
         output: this.finalOutput,
         error: errorMessage,
         logs: this.context.blockLogs,
+        executionState: this.getSerializableExecutionState(),
         metadata: this.context.metadata,
       }
 
diff --git a/apps/sim/executor/execution/executor.ts b/apps/sim/executor/execution/executor.ts
index d73481f6b95..92058b99ed7 100644
--- a/apps/sim/executor/execution/executor.ts
+++ b/apps/sim/executor/execution/executor.ts
@@ -438,6 +438,7 @@ export class DAGExecutor {
       },
       startRunMetadata: this.contextExtensions.startRunMetadata,
       environmentVariables: this.environmentVariables,
+      resolvedSecretTraceRegistry: this.contextExtensions.resolvedSecretTraceRegistry,
       workflowVariables: this.workflowVariables,
       decisions: {
         router: snapshotState?.decisions?.router
diff --git a/apps/sim/executor/execution/snapshot-serializer.test.ts b/apps/sim/executor/execution/snapshot-serializer.test.ts
index c8630a77748..2c44d6c2a0c 100644
--- a/apps/sim/executor/execution/snapshot-serializer.test.ts
+++ b/apps/sim/executor/execution/snapshot-serializer.test.ts
@@ -6,6 +6,7 @@ import type { DAG, DAGNode } from '@/executor/dag/builder'
 import { EdgeManager } from '@/executor/execution/edge-manager'
 import { serializePauseSnapshot } from '@/executor/execution/snapshot-serializer'
 import type { ExecutionContext } from '@/executor/types'
+import { ResolvedSecretTraceRegistry } from '@/executor/utils/resolved-secret-trace-registry'
 
 function createContext(overrides: Partial<ExecutionContext> = {}): ExecutionContext {
   return {
@@ -38,6 +39,45 @@ function createContext(overrides: Partial<ExecutionContext> = {}): ExecutionCont
 }
 
 describe('serializePauseSnapshot', () => {
+  it('persists encrypted resolved-secret provenance and the source execution id', () => {
+    const registry = new ResolvedSecretTraceRegistry([
+      { name: 'TOKEN', plaintext: 'raw-secret', encryptedValue: 'ciphertext' },
+    ])
+    registry.recordResolved('TOKEN', 'raw-secret')
+    const context = createContext({ resolvedSecretTraceRegistry: registry })
+
+    const snapshot = serializePauseSnapshot(context, ['next-block'])
+    const serialized = JSON.parse(snapshot.snapshot)
+
+    expect(serialized.state.sourceExecutionId).toBe('execution-1')
+    expect(serialized.state.resolvedSecretTraceProvenance).toEqual({
+      version: 1,
+      complete: true,
+      entries: [{ name: 'TOKEN', encryptedValue: 'ciphertext' }],
+    })
+    expect(snapshot.snapshot).not.toContain('raw-secret')
+  })
+
+  it('persists a complete zero-entry provenance state for a fresh execution', () => {
+    const registry = new ResolvedSecretTraceRegistry([], {
+      userId: 'user-1',
+      workspaceId: 'workspace-1',
+    })
+
+    const snapshot = serializePauseSnapshot(
+      createContext({ resolvedSecretTraceRegistry: registry }),
+      ['next-block']
+    )
+    const serialized = JSON.parse(snapshot.snapshot)
+
+    expect(serialized.state.resolvedSecretTraceProvenance).toEqual({
+      version: 1,
+      complete: true,
+      entries: [],
+      scope: { userId: 'user-1', workspaceId: 'workspace-1' },
+    })
+  })
+
   it('serializes batched parallel accumulated outputs for cross-process resume', () => {
     const context = createContext({
       parallelExecutions: new Map([
diff --git a/apps/sim/executor/execution/snapshot-serializer.ts b/apps/sim/executor/execution/snapshot-serializer.ts
index d6025fcc0fd..fe8721a4875 100644
--- a/apps/sim/executor/execution/snapshot-serializer.ts
+++ b/apps/sim/executor/execution/snapshot-serializer.ts
@@ -224,6 +224,19 @@ export function serializePauseSnapshot(
     dagIncomingEdges,
     deactivatedEdges: edgeManager?.getDeactivatedEdges(),
     nodesWithActivatedEdge: edgeManager?.getNodesWithActivatedEdge(),
+    sourceExecutionId: context.executionId,
+    trustedLargeValueAccess: {
+      executionIds: Array.from(
+        new Set(
+          [context.executionId, ...(context.largeValueExecutionIds ?? [])].filter(
+            (id): id is string => Boolean(id)
+          )
+        )
+      ),
+      largeValueKeys: Array.from(new Set(context.largeValueKeys ?? [])),
+      fileKeys: Array.from(new Set(context.fileKeys ?? [])),
+    },
+    resolvedSecretTraceProvenance: context.resolvedSecretTraceRegistry?.exportProvenance(),
   }
 
   assertSnapshotValueIsCompact(context.workflowVariables, 'workflow variables')
diff --git a/apps/sim/executor/execution/types.ts b/apps/sim/executor/execution/types.ts
index 02723e9fcdf..23a03cbd7a0 100644
--- a/apps/sim/executor/execution/types.ts
+++ b/apps/sim/executor/execution/types.ts
@@ -10,6 +10,10 @@ import type {
   StartBlockRunMetadata,
   StreamingExecution,
 } from '@/executor/types'
+import type {
+  ResolvedSecretTraceProvenanceV1,
+  ResolvedSecretTraceRegistry,
+} from '@/executor/utils/resolved-secret-trace-registry'
 import type { RunFromBlockContext } from '@/executor/utils/run-from-block'
 import type { SubflowType } from '@/stores/workflows/workflow/types'
 
@@ -88,6 +92,16 @@ export interface SerializableExecutionState {
   deactivatedEdges?: string[]
   nodesWithActivatedEdge?: string[]
   completedPauseContexts?: string[]
+  /** Server execution that produced this state; callers must still verify it against storage. */
+  sourceExecutionId?: string
+  /** Server-only closure authorizing offloaded values carried by trusted restored state. */
+  trustedLargeValueAccess?: {
+    executionIds: string[]
+    largeValueKeys: string[]
+    fileKeys: string[]
+  }
+  /** Encrypted-only provenance for Secrets-tab values resolved during this execution. */
+  resolvedSecretTraceProvenance?: ResolvedSecretTraceProvenanceV1
 }
 
 /**
@@ -144,6 +158,17 @@ export interface ChildWorkflowContext {
   depth: number
 }
 
+export interface BlockCompletionCallbackData {
+  input?: unknown
+  output: NormalizedBlockOutput
+  executionTime: number
+  startedAt: string
+  executionOrder: number
+  endedAt: string
+  /** Per-invocation unique ID linking this workflow block execution to its child block events. */
+  childWorkflowInstanceId?: string
+}
+
 export interface ExecutionCallbacks {
   onStream?: (streamingExec: StreamingExecution) => Promise<void>
   onBlockStart?: (
@@ -158,7 +183,7 @@ export interface ExecutionCallbacks {
     blockId: string,
     blockName: string,
     blockType: string,
-    output: any,
+    output: BlockCompletionCallbackData,
     iterationContext?: IterationContext,
     childWorkflowContext?: ChildWorkflowContext
   ) => Promise<void>
@@ -214,6 +239,7 @@ export interface ContextExtensions {
   }>
   dagIncomingEdges?: Record<string, string[]>
   snapshotState?: SerializableExecutionState
+  resolvedSecretTraceRegistry?: ResolvedSecretTraceRegistry
   metadata?: ExecutionMetadata
   /**
    * Trusted run metadata injected into the Start block output when its
@@ -247,16 +273,7 @@ export interface ContextExtensions {
     blockId: string,
     blockName: string,
     blockType: string,
-    output: {
-      input?: any
-      output: NormalizedBlockOutput
-      executionTime: number
-      startedAt: string
-      executionOrder: number
-      endedAt: string
-      /** Per-invocation unique ID linking this workflow block execution to its child block events. */
-      childWorkflowInstanceId?: string
-    },
+    output: BlockCompletionCallbackData,
     iterationContext?: IterationContext,
     childWorkflowContext?: ChildWorkflowContext
   ) => Promise<void>
diff --git a/apps/sim/executor/handlers/agent/agent-handler.ts b/apps/sim/executor/handlers/agent/agent-handler.ts
index 968097b2014..43ab9d7c1b0 100644
--- a/apps/sim/executor/handlers/agent/agent-handler.ts
+++ b/apps/sim/executor/handlers/agent/agent-handler.ts
@@ -1182,48 +1182,55 @@ export class AgentBlockHandler implements BlockHandler {
 
       const { blockData, blockNameMapping } = collectBlockData(ctx)
 
-      const response = await executeProviderRequest(providerId, {
-        model,
-        systemPrompt: 'systemPrompt' in providerRequest ? providerRequest.systemPrompt : undefined,
-        context: 'context' in providerRequest ? providerRequest.context : undefined,
-        tools: providerRequest.tools,
-        temperature: providerRequest.temperature,
-        maxTokens: providerRequest.maxTokens,
-        apiKey: finalApiKey,
-        azureEndpoint: providerRequest.azureEndpoint,
-        azureApiVersion: providerRequest.azureApiVersion,
-        vertexProject: providerRequest.vertexProject,
-        vertexLocation: providerRequest.vertexLocation,
-        bedrockAccessKeyId: providerRequest.bedrockAccessKeyId,
-        bedrockSecretKey: providerRequest.bedrockSecretKey,
-        bedrockRegion: providerRequest.bedrockRegion,
-        responseFormat: providerRequest.responseFormat,
-        workflowId: providerRequest.workflowId,
-        workspaceId: ctx.workspaceId,
-        userId: ctx.userId,
-        stream: providerRequest.stream,
-        messages: 'messages' in providerRequest ? providerRequest.messages : undefined,
-        environmentVariables: normalizeStringRecord(ctx.environmentVariables),
-        workflowVariables: normalizeWorkflowVariables(ctx.workflowVariables),
-        blockData,
-        blockNameMapping,
-        isDeployedContext: ctx.isDeployedContext,
-        callChain: ctx.callChain,
-        billingAttribution: ctx.metadata.billingAttribution,
-        // Reaches tool `_context` via `prepareToolExecution`, so a tool that starts
-        // its own child execution (a custom block) correlates and cancels against
-        // this real run instead of minting a phantom id.
-        executionId: ctx.executionId,
-        reasoningEffort: providerRequest.reasoningEffort,
-        verbosity: providerRequest.verbosity,
-        thinkingLevel: providerRequest.thinkingLevel,
-        promptCaching: providerRequest.promptCaching,
-        // Stable per-block identity; providers use it to route cache lookups.
-        blockId: block.id,
-        previousInteractionId: providerRequest.previousInteractionId,
-        agentEvents: providerRequest.agentEvents,
-        abortSignal: ctx.abortSignal,
-      })
+      const response = await executeProviderRequest(
+        providerId,
+        {
+          model,
+          systemPrompt:
+            'systemPrompt' in providerRequest ? providerRequest.systemPrompt : undefined,
+          context: 'context' in providerRequest ? providerRequest.context : undefined,
+          tools: providerRequest.tools,
+          temperature: providerRequest.temperature,
+          maxTokens: providerRequest.maxTokens,
+          apiKey: finalApiKey,
+          azureEndpoint: providerRequest.azureEndpoint,
+          azureApiVersion: providerRequest.azureApiVersion,
+          vertexProject: providerRequest.vertexProject,
+          vertexLocation: providerRequest.vertexLocation,
+          bedrockAccessKeyId: providerRequest.bedrockAccessKeyId,
+          bedrockSecretKey: providerRequest.bedrockSecretKey,
+          bedrockRegion: providerRequest.bedrockRegion,
+          responseFormat: providerRequest.responseFormat,
+          workflowId: providerRequest.workflowId,
+          workspaceId: ctx.workspaceId,
+          userId: ctx.userId,
+          stream: providerRequest.stream,
+          messages: 'messages' in providerRequest ? providerRequest.messages : undefined,
+          environmentVariables: normalizeStringRecord(ctx.environmentVariables),
+          workflowVariables: normalizeWorkflowVariables(ctx.workflowVariables),
+          blockData,
+          blockNameMapping,
+          isDeployedContext: ctx.isDeployedContext,
+          callChain: ctx.callChain,
+          billingAttribution: ctx.metadata.billingAttribution,
+          // Reaches tool `_context` via `prepareToolExecution`, so a tool that starts
+          // its own child execution (a custom block) correlates and cancels against
+          // this real run instead of minting a phantom id.
+          executionId: ctx.executionId,
+          reasoningEffort: providerRequest.reasoningEffort,
+          verbosity: providerRequest.verbosity,
+          thinkingLevel: providerRequest.thinkingLevel,
+          promptCaching: providerRequest.promptCaching,
+          // Stable per-block identity; providers use it to route cache lookups.
+          blockId: block.id,
+          previousInteractionId: providerRequest.previousInteractionId,
+          agentEvents: providerRequest.agentEvents,
+          abortSignal: ctx.abortSignal,
+        },
+        {
+          resolvedSecretTraceRegistry: ctx.resolvedSecretTraceRegistry,
+        }
+      )
 
       return this.processProviderResponse(response, block, responseFormat)
     } catch (error) {
diff --git a/apps/sim/executor/handlers/mothership/mothership-handler.test.ts b/apps/sim/executor/handlers/mothership/mothership-handler.test.ts
index 69098fae148..c70776aba80 100644
--- a/apps/sim/executor/handlers/mothership/mothership-handler.test.ts
+++ b/apps/sim/executor/handlers/mothership/mothership-handler.test.ts
@@ -5,6 +5,7 @@ import { afterEach, beforeEach, describe, expect, it, vi } from 'vitest'
 import { BlockType } from '@/executor/constants'
 import { MothershipBlockHandler } from '@/executor/handlers/mothership/mothership-handler'
 import type { ExecutionContext, StreamingExecution } from '@/executor/types'
+import type { ResolvedSecretTraceRegistry } from '@/executor/utils/resolved-secret-trace-registry'
 import type { SerializedBlock } from '@/serializer/types'
 
 const BILLING_ATTRIBUTION = {
@@ -20,6 +21,13 @@ const BILLING_ATTRIBUTION = {
   payerSubscription: null,
 } as const
 
+const PRIVATE_PROVENANCE_TYPE = 'resolved-secret-provenance-v1'
+const PRIVATE_PROVENANCE = {
+  version: 1,
+  complete: true,
+  entries: [{ name: 'API_KEY', encryptedValue: 'encrypted-secret' }],
+}
+
 const {
   mockBuildAuthHeaders,
   mockBuildAPIUrl,
@@ -96,6 +104,19 @@ async function readStreamText(stream: ReadableStream): Promise<string> {
   return text
 }
 
+function createTraceRegistryMock(): ResolvedSecretTraceRegistry & {
+  importProvenance: ReturnType<typeof vi.fn>
+  markIncomplete: ReturnType<typeof vi.fn>
+} {
+  return {
+    importProvenance: vi.fn().mockResolvedValue(true),
+    markIncomplete: vi.fn(),
+  } as unknown as ResolvedSecretTraceRegistry & {
+    importProvenance: ReturnType<typeof vi.fn>
+    markIncomplete: ReturnType<typeof vi.fn>
+  }
+}
+
 describe('MothershipBlockHandler', () => {
   let handler: MothershipBlockHandler
   let block: SerializedBlock
@@ -152,7 +173,7 @@ describe('MothershipBlockHandler', () => {
     resetEnvMock()
   })
 
-  function createNdjsonResponse(events: unknown[]): Response {
+  function createNdjsonResponse(events: unknown[], headers: Record<string, string> = {}): Response {
     const encoder = new TextEncoder()
     return new Response(
       new ReadableStream({
@@ -165,11 +186,146 @@ describe('MothershipBlockHandler', () => {
       }),
       {
         status: 200,
-        headers: { 'Content-Type': 'application/x-ndjson; charset=utf-8' },
+        headers: { 'Content-Type': 'application/x-ndjson; charset=utf-8', ...headers },
       }
     )
   }
 
+  it('imports marker-gated JSON provenance without exposing it in block output', async () => {
+    const registry = createTraceRegistryMock()
+    context.resolvedSecretTraceRegistry = registry
+    mockGenerateId
+      .mockReturnValueOnce('chat-uuid')
+      .mockReturnValueOnce('message-uuid')
+      .mockReturnValueOnce('request-uuid')
+    fetchMock.mockResolvedValue(
+      new Response(
+        JSON.stringify({
+          content: 'raw secret remains functional',
+          toolCalls: [],
+          __resolvedSecretTraceProvenance: PRIVATE_PROVENANCE,
+        }),
+        {
+          status: 200,
+          headers: {
+            'Content-Type': 'application/json',
+            'x-sim-private-tool-metadata': PRIVATE_PROVENANCE_TYPE,
+          },
+        }
+      )
+    )
+
+    const result = await handler.execute(context, block, { prompt: 'Hello' })
+
+    const [, options] = fetchMock.mock.calls[0] as [string, RequestInit]
+    expect(options.headers).toMatchObject({
+      'x-sim-request-private-tool-metadata': PRIVATE_PROVENANCE_TYPE,
+    })
+    expect(registry.importProvenance).toHaveBeenCalledWith(PRIVATE_PROVENANCE, {
+      trusted: true,
+    })
+    expect(registry.markIncomplete).not.toHaveBeenCalled()
+    expect(result).toMatchObject({ content: 'raw secret remains functional' })
+    expect(JSON.stringify(result)).not.toContain('__resolvedSecretTraceProvenance')
+    expect(JSON.stringify(result)).not.toContain('encrypted-secret')
+  })
+
+  it('rejects unmarked provenance while keeping private metadata out of block output', async () => {
+    const registry = createTraceRegistryMock()
+    context.resolvedSecretTraceRegistry = registry
+    mockGenerateId
+      .mockReturnValueOnce('chat-uuid')
+      .mockReturnValueOnce('message-uuid')
+      .mockReturnValueOnce('request-uuid')
+    fetchMock.mockResolvedValue(
+      new Response(
+        JSON.stringify({
+          content: 'unchanged output',
+          toolCalls: [],
+          __resolvedSecretTraceProvenance: PRIVATE_PROVENANCE,
+        }),
+        { status: 200, headers: { 'Content-Type': 'application/json' } }
+      )
+    )
+
+    const result = await handler.execute(context, block, { prompt: 'Hello' })
+
+    expect(registry.importProvenance).not.toHaveBeenCalled()
+    expect(registry.markIncomplete).toHaveBeenCalledOnce()
+    expect(result).toMatchObject({ content: 'unchanged output' })
+    expect(JSON.stringify(result)).not.toContain('__resolvedSecretTraceProvenance')
+    expect(JSON.stringify(result)).not.toContain('encrypted-secret')
+  })
+
+  it('imports provenance from a terminal NDJSON error without forcing structural fallback', async () => {
+    const registry = createTraceRegistryMock()
+    context.resolvedSecretTraceRegistry = registry
+    mockGenerateId
+      .mockReturnValueOnce('chat-uuid')
+      .mockReturnValueOnce('message-uuid')
+      .mockReturnValueOnce('request-uuid')
+    fetchMock.mockResolvedValue(
+      createNdjsonResponse(
+        [
+          {
+            type: 'error',
+            error: 'secret-backed failure',
+            __resolvedSecretTraceProvenance: PRIVATE_PROVENANCE,
+          },
+        ],
+        { 'x-sim-private-tool-metadata': PRIVATE_PROVENANCE_TYPE }
+      )
+    )
+
+    await expect(handler.execute(context, block, { prompt: 'Hello' })).rejects.toThrow(
+      'Sim execution failed: secret-backed failure'
+    )
+
+    expect(registry.importProvenance).toHaveBeenCalledWith(PRIVATE_PROVENANCE, {
+      trusted: true,
+    })
+    expect(registry.markIncomplete).not.toHaveBeenCalled()
+  })
+
+  it('imports final provenance for selected-output streaming without adding it to output', async () => {
+    const registry = createTraceRegistryMock()
+    context.resolvedSecretTraceRegistry = registry
+    context.stream = true
+    context.selectedOutputs = [`${block.id}_content`]
+    mockGenerateId
+      .mockReturnValueOnce('chat-uuid')
+      .mockReturnValueOnce('message-uuid')
+      .mockReturnValueOnce('request-uuid')
+    fetchMock.mockResolvedValue(
+      createNdjsonResponse(
+        [
+          { type: 'chunk', content: 'unchanged' },
+          {
+            type: 'final',
+            data: {
+              content: 'unchanged',
+              toolCalls: [],
+              __resolvedSecretTraceProvenance: PRIVATE_PROVENANCE,
+            },
+          },
+        ],
+        { 'x-sim-private-tool-metadata': PRIVATE_PROVENANCE_TYPE }
+      )
+    )
+
+    const result = (await handler.execute(context, block, {
+      prompt: 'Hello',
+    })) as StreamingExecution
+
+    await expect(readStreamText(result.stream)).resolves.toBe('unchanged')
+    expect(registry.importProvenance).toHaveBeenCalledWith(PRIVATE_PROVENANCE, {
+      trusted: true,
+    })
+    expect(registry.markIncomplete).not.toHaveBeenCalled()
+    expect(JSON.stringify(result.execution.output)).not.toContain('__resolvedSecretTraceProvenance')
+    expect(JSON.stringify(result.execution.output)).not.toContain('encrypted-secret')
+  })
+
   it('forwards workflow and execution metadata with generated UUID ids', async () => {
     mockGenerateId.mockReturnValueOnce('chat-uuid')
     mockGenerateId.mockReturnValueOnce('message-uuid')
diff --git a/apps/sim/executor/handlers/mothership/mothership-handler.ts b/apps/sim/executor/handlers/mothership/mothership-handler.ts
index 7a082b731e1..b12dea62f66 100644
--- a/apps/sim/executor/handlers/mothership/mothership-handler.ts
+++ b/apps/sim/executor/handlers/mothership/mothership-handler.ts
@@ -8,6 +8,12 @@ import {
 import { env } from '@/lib/core/config/env'
 import { isExecutionCancelled, isRedisCancellationEnabled } from '@/lib/execution/cancellation'
 import { readUserFileContent } from '@/lib/execution/payloads/materialization.server'
+import {
+  PRIVATE_TOOL_METADATA_REQUEST_HEADER,
+  RESOLVED_SECRET_PROVENANCE_FIELD,
+  RESOLVED_SECRET_PROVENANCE_METADATA_V1,
+  responseHasPrivateToolMetadata,
+} from '@/lib/execution/private-tool-metadata'
 import {
   createFileContentFromBase64,
   type MessageContent,
@@ -24,6 +30,7 @@ import type {
   StreamingExecution,
 } from '@/executor/types'
 import { buildAPIUrl, buildAuthHeaders, extractAPIErrorMessage } from '@/executor/utils/http'
+import type { ResolvedSecretTraceRegistry } from '@/executor/utils/resolved-secret-trace-registry'
 import type { SerializedBlock } from '@/serializer/types'
 
 const logger = createLogger('MothershipBlockHandler')
@@ -43,13 +50,31 @@ type MothershipExecuteResult = {
   tokens?: Record<string, unknown>
   toolCalls?: Array<Record<string, unknown>>
   cost?: unknown
-}
+} & Partial<Record<typeof RESOLVED_SECRET_PROVENANCE_FIELD, unknown>>
 
 type MothershipExecuteStreamEvent =
   | { type: 'heartbeat'; timestamp?: string }
   | { type: 'chunk'; content?: string }
   | { type: 'final'; data: MothershipExecuteResult }
-  | { type: 'error'; error?: string }
+  | ({ type: 'error'; error?: string } & Partial<
+      Record<typeof RESOLVED_SECRET_PROVENANCE_FIELD, unknown>
+    >)
+
+async function consumeMothershipProvenance(
+  payload: Partial<Record<typeof RESOLVED_SECRET_PROVENANCE_FIELD, unknown>>,
+  response: Response,
+  registry?: ResolvedSecretTraceRegistry
+): Promise<boolean> {
+  if (!registry) return true
+  if (
+    !responseHasPrivateToolMetadata(response.headers, RESOLVED_SECRET_PROVENANCE_METADATA_V1) ||
+    !Object.hasOwn(payload, RESOLVED_SECRET_PROVENANCE_FIELD)
+  ) {
+    registry.markIncomplete()
+    return false
+  }
+  return registry.importProvenance(payload[RESOLVED_SECRET_PROVENANCE_FIELD], { trusted: true })
+}
 
 function parseMothershipExecuteStreamLine(line: string): MothershipExecuteStreamEvent | undefined {
   const trimmed = line.trim()
@@ -100,10 +125,15 @@ function isContentSelectedForStreaming(ctx: ExecutionContext, block: SerializedB
   )
 }
 
-async function readMothershipExecuteResponse(response: Response): Promise<MothershipExecuteResult> {
+async function readMothershipExecuteResponse(
+  response: Response,
+  registry?: ResolvedSecretTraceRegistry
+): Promise<MothershipExecuteResult> {
   const contentType = response.headers.get('content-type') || ''
   if (!contentType.includes('application/x-ndjson')) {
-    return response.json()
+    const result = (await response.json()) as MothershipExecuteResult
+    await consumeMothershipProvenance(result, response, registry)
+    return result
   }
 
   if (!response.body) {
@@ -114,8 +144,9 @@ async function readMothershipExecuteResponse(response: Response): Promise<Mother
   const decoder = new TextDecoder()
   let buffer = ''
   let finalResult: MothershipExecuteResult | undefined
+  let receivedTerminalProvenance = false
 
-  const processLine = (line: string) => {
+  const processLine = async (line: string): Promise<void> => {
     const event = parseMothershipExecuteStreamLine(line)
     if (!event) return
 
@@ -124,10 +155,12 @@ async function readMothershipExecuteResponse(response: Response): Promise<Mother
     }
 
     if (event.type === 'error') {
+      receivedTerminalProvenance = await consumeMothershipProvenance(event, response, registry)
       throw new Error(`Sim execution failed: ${event.error || 'Unknown error'}`)
     }
 
     if (event.type === 'final') {
+      await consumeMothershipProvenance(event.data, response, registry)
       finalResult = event.data
       return
     }
@@ -144,12 +177,12 @@ async function readMothershipExecuteResponse(response: Response): Promise<Mother
       const lines = buffer.split('\n')
       buffer = lines.pop() ?? ''
       for (const line of lines) {
-        processLine(line)
+        await processLine(line)
       }
     }
 
     buffer += decoder.decode()
-    processLine(buffer)
+    await processLine(buffer)
 
     if (!finalResult) {
       throw new Error('Sim execution stream ended without a final result')
@@ -157,6 +190,7 @@ async function readMothershipExecuteResponse(response: Response): Promise<Mother
 
     return finalResult
   } finally {
+    if (!finalResult && !receivedTerminalProvenance) registry?.markIncomplete()
     reader.releaseLock()
   }
 }
@@ -168,6 +202,7 @@ function createMothershipStreamingExecution(
   options: {
     onCancel?: (reason?: unknown) => void
     onDone?: () => void
+    registry?: ResolvedSecretTraceRegistry
   } = {}
 ): StreamingExecution {
   if (!response.body) {
@@ -191,8 +226,9 @@ function createMothershipStreamingExecution(
       const encoder = new TextEncoder()
       let buffer = ''
       let sawFinal = false
+      let receivedTerminalProvenance = false
 
-      const processLine = (line: string) => {
+      const processLine = async (line: string): Promise<void> => {
         const event = parseMothershipExecuteStreamLine(line)
         if (!event) return
 
@@ -208,10 +244,16 @@ function createMothershipStreamingExecution(
         }
 
         if (event.type === 'error') {
+          receivedTerminalProvenance = await consumeMothershipProvenance(
+            event,
+            response,
+            options.registry
+          )
           throw new Error(`Sim execution failed: ${event.error || 'Unknown error'}`)
         }
 
         if (event.type === 'final') {
+          await consumeMothershipProvenance(event.data, response, options.registry)
           sawFinal = true
           Object.assign(output, formatMothershipBlockOutput(event.data, fallbackChatId))
           return
@@ -230,12 +272,12 @@ function createMothershipStreamingExecution(
           const lines = buffer.split('\n')
           buffer = lines.pop() ?? ''
           for (const line of lines) {
-            processLine(line)
+            await processLine(line)
           }
         }
 
         buffer += decoder.decode()
-        processLine(buffer)
+        await processLine(buffer)
 
         if (!sawFinal) {
           throw new Error('Sim execution stream ended without a final result')
@@ -249,6 +291,7 @@ function createMothershipStreamingExecution(
           controller.error(error)
         }
       } finally {
+        if (!sawFinal && !receivedTerminalProvenance) options.registry?.markIncomplete()
         cleanup()
         reader?.releaseLock()
       }
@@ -382,6 +425,9 @@ export class MothershipBlockHandler implements BlockHandler {
     const headers = await buildAuthHeaders(ctx.userId)
     headers.Accept = 'application/x-ndjson'
     headers[MOTHERSHIP_EXECUTE_STREAM_HEADER] = MOTHERSHIP_EXECUTE_STREAM_VALUE
+    if (ctx.resolvedSecretTraceRegistry) {
+      headers[PRIVATE_TOOL_METADATA_REQUEST_HEADER] = RESOLVED_SECRET_PROVENANCE_METADATA_V1
+    }
     if (!ctx.metadata.billingAttribution) {
       throw new Error('Billing attribution is required for Mothership execution')
     }
@@ -474,6 +520,14 @@ export class MothershipBlockHandler implements BlockHandler {
       })
 
       if (!response.ok) {
+        if (ctx.resolvedSecretTraceRegistry) {
+          try {
+            const payload = (await response.clone().json()) as MothershipExecuteResult
+            await consumeMothershipProvenance(payload, response, ctx.resolvedSecretTraceRegistry)
+          } catch {
+            ctx.resolvedSecretTraceRegistry.markIncomplete()
+          }
+        }
         const errorMsg = await extractAPIErrorMessage(response)
         throw new Error(`Sim execution failed: ${errorMsg}`)
       }
@@ -486,12 +540,13 @@ export class MothershipBlockHandler implements BlockHandler {
             }
           },
           onDone: cleanupAbortListeners,
+          registry: ctx.resolvedSecretTraceRegistry,
         })
         cleanupImmediately = false
         return streamingExecution
       }
 
-      const result = await readMothershipExecuteResponse(response)
+      const result = await readMothershipExecuteResponse(response, ctx.resolvedSecretTraceRegistry)
       return formatMothershipBlockOutput(result, chatId)
     } finally {
       if (cleanupImmediately) {
diff --git a/apps/sim/executor/handlers/workflow/custom-block-tool-runner.test.ts b/apps/sim/executor/handlers/workflow/custom-block-tool-runner.test.ts
index 39898e9148d..ff7a3692004 100644
--- a/apps/sim/executor/handlers/workflow/custom-block-tool-runner.test.ts
+++ b/apps/sim/executor/handlers/workflow/custom-block-tool-runner.test.ts
@@ -18,6 +18,7 @@ import {
   buildCustomBlockExecutionContext,
   runCustomBlockTool,
 } from '@/executor/handlers/workflow/custom-block-tool-runner'
+import { ResolvedSecretTraceRegistry } from '@/executor/utils/resolved-secret-trace-registry'
 
 describe('buildCustomBlockExecutionContext', () => {
   it('carries consumer identity, inherits the call chain, and is fully scaffolded', () => {
@@ -145,3 +146,16 @@ describe('buildCustomBlockExecutionContext cancellation', () => {
     expect(buildCustomBlockExecutionContext({ workspaceId: 'ws-1' }).abortSignal).toBeUndefined()
   })
 })
+
+describe('buildCustomBlockExecutionContext secret provenance', () => {
+  it('carries the server-only parent registry without putting it in model parameters', () => {
+    const registry = new ResolvedSecretTraceRegistry()
+
+    const ctx = buildCustomBlockExecutionContext(
+      { workspaceId: 'ws-1' },
+      { resolvedSecretTraceRegistry: registry }
+    )
+
+    expect(ctx.resolvedSecretTraceRegistry).toBe(registry)
+  })
+})
diff --git a/apps/sim/executor/handlers/workflow/custom-block-tool-runner.ts b/apps/sim/executor/handlers/workflow/custom-block-tool-runner.ts
index ce8ca3b67c8..79539ced526 100644
--- a/apps/sim/executor/handlers/workflow/custom-block-tool-runner.ts
+++ b/apps/sim/executor/handlers/workflow/custom-block-tool-runner.ts
@@ -4,6 +4,7 @@ import { generateId } from '@sim/utils/id'
 import type { BillingAttributionSnapshot } from '@/lib/billing/core/billing-attribution'
 import { WorkflowBlockHandler } from '@/executor/handlers/workflow/workflow-handler'
 import type { ExecutionContext } from '@/executor/types'
+import type { ResolvedSecretTraceRegistry } from '@/executor/utils/resolved-secret-trace-registry'
 import type { SerializedBlock } from '@/serializer/types'
 import type { ToolResponse } from '@/tools/types'
 
@@ -49,7 +50,10 @@ interface CustomBlockToolParams {
  */
 export function buildCustomBlockExecutionContext(
   context: CustomBlockExecutorContext,
-  options: { abortSignal?: AbortSignal } = {}
+  options: {
+    abortSignal?: AbortSignal
+    resolvedSecretTraceRegistry?: ResolvedSecretTraceRegistry
+  } = {}
 ): ExecutionContext {
   // Prefer the invoking agent run's ids so correlation and cancellation both
   // point at a real execution; fall back only when a caller could not supply them.
@@ -66,6 +70,7 @@ export function buildCustomBlockExecutionContext(
     // Without this the child's cancellation bridge has nothing to abort on:
     // the agent tool loop owns the only signal reaching this path.
     abortSignal: options.abortSignal,
+    resolvedSecretTraceRegistry: options.resolvedSecretTraceRegistry,
     environmentVariables: {},
     blockStates: new Map(),
     executedBlocks: new Set(),
@@ -102,7 +107,10 @@ export function buildCustomBlockExecutionContext(
  */
 export async function runCustomBlockTool(
   params: CustomBlockToolParams,
-  options: { abortSignal?: AbortSignal } = {}
+  options: {
+    abortSignal?: AbortSignal
+    resolvedSecretTraceRegistry?: ResolvedSecretTraceRegistry
+  } = {}
 ): Promise<ToolResponse> {
   if (!params.blockType) {
     return { success: false, output: {}, error: 'Missing custom block type' }
@@ -110,6 +118,7 @@ export async function runCustomBlockTool(
 
   const ctx = buildCustomBlockExecutionContext(params._context ?? {}, {
     abortSignal: options.abortSignal,
+    resolvedSecretTraceRegistry: options.resolvedSecretTraceRegistry,
   })
   const block: SerializedBlock = {
     id: generateId(),
diff --git a/apps/sim/executor/handlers/workflow/workflow-handler.test.ts b/apps/sim/executor/handlers/workflow/workflow-handler.test.ts
index 9acbc2a1905..ac8e0c3458e 100644
--- a/apps/sim/executor/handlers/workflow/workflow-handler.test.ts
+++ b/apps/sim/executor/handlers/workflow/workflow-handler.test.ts
@@ -1,4 +1,4 @@
-import { environmentUtilsMockFns, resetEnvironmentUtilsMock } from '@sim/testing'
+import { encryptionMockFns, environmentUtilsMockFns, resetEnvironmentUtilsMock } from '@sim/testing'
 import { afterAll, beforeAll, beforeEach, describe, expect, it, type Mock, vi } from 'vitest'
 import { getBlock } from '@/blocks/registry'
 import { BlockType } from '@/executor/constants'
@@ -9,6 +9,10 @@ import {
   WorkflowBlockHandler,
 } from '@/executor/handlers/workflow/workflow-handler'
 import type { ExecutionContext } from '@/executor/types'
+import {
+  ANONYMOUS_SECRET_TRACE_REPLACEMENT,
+  ResolvedSecretTraceRegistry,
+} from '@/executor/utils/resolved-secret-trace-registry'
 import type { SerializedBlock } from '@/serializer/types'
 
 const {
@@ -24,6 +28,8 @@ const {
   mockSafeComplete,
   mockSafeCompleteWithError,
   mockSafeCompleteWithCancellation,
+  mockSetResolvedSecretTraceRegistry,
+  mockSetTraceLargeValueAccess,
   mockDispose,
   executorOptions,
   loggingSessionArgs,
@@ -40,6 +46,8 @@ const {
   mockSafeComplete: vi.fn(),
   mockSafeCompleteWithError: vi.fn(),
   mockSafeCompleteWithCancellation: vi.fn(),
+  mockSetResolvedSecretTraceRegistry: vi.fn(),
+  mockSetTraceLargeValueAccess: vi.fn(),
   mockDispose: vi.fn(),
   executorOptions: [] as Array<Record<string, any>>,
   loggingSessionArgs: [] as Array<any[]>,
@@ -54,6 +62,8 @@ vi.mock('@/lib/logs/execution/logging-session', () => ({
     safeComplete = mockSafeComplete
     safeCompleteWithError = mockSafeCompleteWithError
     safeCompleteWithCancellation = mockSafeCompleteWithCancellation
+    setResolvedSecretTraceRegistry = mockSetResolvedSecretTraceRegistry
+    setTraceLargeValueAccess = mockSetTraceLargeValueAccess
     onBlockStart = vi.fn()
     onBlockComplete = vi.fn()
   },
@@ -63,6 +73,11 @@ vi.mock('@/lib/logs/execution/trace-spans/trace-spans', () => ({
   buildTraceSpans: mockBuildTraceSpans,
 }))
 
+vi.mock('@/lib/core/security/encryption', () => ({
+  decryptSecret: encryptionMockFns.mockDecryptSecret,
+  encryptSecret: encryptionMockFns.mockEncryptSecret,
+}))
+
 vi.mock('@/lib/workflows/custom-blocks/child-execution', () => ({
   admitCustomBlockChildExecution: mockAdmitCustomBlockChildExecution,
   trackChildRun: mockTrackChildRun,
@@ -1147,6 +1162,54 @@ describe('WorkflowBlockHandler', () => {
       expect(ctx.largeValueExecutionIds).toContain('grandchild-execution-id')
     })
 
+    it('imports only publisher secret provenance that crosses the curated output boundary', async () => {
+      encryptionMockFns.mockDecryptSecret.mockResolvedValueOnce({
+        decrypted: 'publisher-secret',
+      })
+      mockGetPersonalAndWorkspaceEnv.mockResolvedValueOnce({
+        personalDecrypted: { SECRET: 'publisher-secret', UNUSED: 'unused-secret' },
+        workspaceDecrypted: {},
+        personalEncrypted: {
+          SECRET: 'publisher-ciphertext',
+          UNUSED: 'unused-ciphertext',
+        },
+        workspaceEncrypted: {},
+        decryptionFailures: [],
+      })
+      mockExecutorExecute.mockImplementationOnce(async () => {
+        const childRegistry = executorOptions.at(-1)?.contextExtensions
+          .resolvedSecretTraceRegistry as ResolvedSecretTraceRegistry
+        childRegistry.recordResolved('SECRET', 'publisher-secret')
+        childRegistry.recordResolved('UNUSED', 'unused-secret')
+        return {
+          success: true,
+          output: {},
+          logs: [
+            {
+              blockId: 'b1',
+              success: true,
+              output: { content: 'value=publisher-secret' },
+            },
+          ],
+        }
+      })
+      const parentRegistry = new ResolvedSecretTraceRegistry()
+      const result = await handler.execute(
+        customBlockContext({ resolvedSecretTraceRegistry: parentRegistry }),
+        customBlock(),
+        {}
+      )
+
+      expect(result).toMatchObject({ answer: 'value=publisher-secret', success: true })
+      expect(parentRegistry.getActiveMatches()).toEqual([
+        {
+          plaintext: 'publisher-secret',
+          replacement: ANONYMOUS_SECRET_TRACE_REPLACEMENT,
+        },
+      ])
+      expect(mockSetResolvedSecretTraceRegistry).toHaveBeenCalledTimes(1)
+    })
+
     it('does not duplicate ids across repeated invocations', async () => {
       const ctx = customBlockContext()
       await handler.execute(ctx, customBlock(), {})
@@ -1179,9 +1242,19 @@ describe('WorkflowBlockHandler', () => {
     })
 
     it('completes the child session and disposes the cancellation bridge', async () => {
+      const executionState = {
+        blockStates: { 'function-1': { output: { result: 'raw-secret-value' } } },
+      }
+      mockExecutorExecute.mockResolvedValue({
+        success: true,
+        output: { data: 'ok' },
+        executionState,
+      })
+
       await handler.execute(customBlockContext(), customBlock(), {})
 
       expect(mockSafeComplete).toHaveBeenCalledTimes(1)
+      expect(mockSafeComplete).toHaveBeenCalledWith(expect.objectContaining({ executionState }))
       expect(mockSafeCompleteWithError).not.toHaveBeenCalled()
       expect(mockDispose).toHaveBeenCalledTimes(1)
     })
@@ -1189,15 +1262,22 @@ describe('WorkflowBlockHandler', () => {
     it('records a cancelled child through the cancellation path', async () => {
       // Production shape: the engine reports cancellation as `success: false`
       // plus `status: 'cancelled'` on the ExecutionResult (never on metadata).
+      const executionState = {
+        blockStates: { 'function-1': { output: { result: 'raw-secret-value' } } },
+      }
       mockExecutorExecute.mockResolvedValue({
         success: false,
         output: {},
         status: 'cancelled',
+        executionState,
       })
 
       await handler.execute(customBlockContext(), customBlock(), {}).catch(() => {})
 
       expect(mockSafeCompleteWithCancellation).toHaveBeenCalledTimes(1)
+      expect(mockSafeCompleteWithCancellation).toHaveBeenCalledWith(
+        expect.objectContaining({ executionState })
+      )
       expect(mockSafeComplete).not.toHaveBeenCalled()
       // Already finalized as cancelled — must not be re-completed as an error.
       expect(mockSafeCompleteWithError).not.toHaveBeenCalled()
@@ -1407,12 +1487,14 @@ describe('WorkflowBlockHandler', () => {
     })
 
     it('leaves regular workflow blocks entirely alone', async () => {
+      const registry = new ResolvedSecretTraceRegistry()
       const ctx = {
         ...mockContext,
         workspaceId: 'workspace-1',
         executionId: 'parent-execution-id',
         onBlockStart: vi.fn(),
         onStream: vi.fn(),
+        resolvedSecretTraceRegistry: registry,
       } as unknown as ExecutionContext
       mockFetch.mockResolvedValue({
         ok: true,
@@ -1431,6 +1513,7 @@ describe('WorkflowBlockHandler', () => {
       expect(loggingSessionArgs).toHaveLength(0)
       const extensions = executorOptions[0].contextExtensions
       expect(extensions.executionId).toBe('parent-execution-id')
+      expect(extensions.resolvedSecretTraceRegistry).toBe(registry)
       expect(extensions.onStream).toBe(ctx.onStream)
       expect(extensions.childWorkflowContext).toBeDefined()
     })
diff --git a/apps/sim/executor/handlers/workflow/workflow-handler.ts b/apps/sim/executor/handlers/workflow/workflow-handler.ts
index 07648a6c368..97ded3b267e 100644
--- a/apps/sim/executor/handlers/workflow/workflow-handler.ts
+++ b/apps/sim/executor/handlers/workflow/workflow-handler.ts
@@ -45,6 +45,7 @@ import { buildAPIUrl, buildAuthHeaders } from '@/executor/utils/http'
 import { getIterationContext } from '@/executor/utils/iteration-context'
 import { parseJSON } from '@/executor/utils/json'
 import { lazyCleanupInputMapping } from '@/executor/utils/lazy-cleanup'
+import { createResolvedSecretTraceRegistry } from '@/executor/utils/resolved-secret-trace-registry'
 import { isRunMetadataEnabled, resolveExecutorStartBlock } from '@/executor/utils/start-block'
 import { Serializer } from '@/serializer'
 import type { SerializedBlock } from '@/serializer/types'
@@ -269,6 +270,7 @@ export class WorkflowBlockHandler implements BlockHandler {
     /** Set for custom blocks only: the child's own execution id / log row. */
     let childExecutionId: string | undefined
     let childSession: LoggingSession | undefined
+    let childResolvedSecretTraceRegistry = ctx.resolvedSecretTraceRegistry
     let childSessionStarted = false
     /** Set once the child's session reached a terminal state, so the catch doesn't re-complete it. */
     let childSessionFinalized = false
@@ -431,6 +433,24 @@ export class WorkflowBlockHandler implements BlockHandler {
           ...ownerEnv.personalEncrypted,
           ...ownerEnv.workspaceEncrypted,
         }
+        childResolvedSecretTraceRegistry = await createResolvedSecretTraceRegistry({
+          personalEncrypted: ownerEnv.personalEncrypted,
+          workspaceEncrypted: ownerEnv.workspaceEncrypted,
+          personalDecrypted: ownerEnv.personalDecrypted,
+          workspaceDecrypted: ownerEnv.workspaceDecrypted,
+          decryptionFailures: ownerEnv.decryptionFailures,
+          scope: { userId: loadUserId, workspaceId: sourceWorkspaceId },
+        })
+        if (ctx.resolvedSecretTraceRegistry) {
+          const crossingProvenance = ctx.resolvedSecretTraceRegistry.exportProvenanceForValue(
+            childWorkflowInput,
+            { anonymous: true }
+          )
+          await childResolvedSecretTraceRegistry.importProvenance(crossingProvenance, {
+            trusted: true,
+            anonymous: true,
+          })
+        }
         // Custom-block children authenticate internal tool calls as the source
         // owner in the source workspace, so the consumer's snapshot would fail
         // the internal routes' actor/workspace scope match. Resolve the
@@ -459,6 +479,7 @@ export class WorkflowBlockHandler implements BlockHandler {
           // child is part of that same logical run and must not add a second.
           { baseExecutionCharge: 0 }
         )
+        childSession.setResolvedSecretTraceRegistry(childResolvedSecretTraceRegistry)
         const correlation = buildCustomBlockCorrelation({
           invokerExecutionId: ctx.executionId,
           invokerRequestId: ctx.metadata.requestId,
@@ -509,6 +530,12 @@ export class WorkflowBlockHandler implements BlockHandler {
         for (const id of [ctx.executionId, childExecutionId]) {
           if (id && !sharedLargeValueIds.includes(id)) sharedLargeValueIds.push(id)
         }
+        childSession.setTraceLargeValueAccess({
+          largeValueExecutionIds: sharedLargeValueIds,
+          largeValueKeys: ctx.largeValueKeys,
+          fileKeys: ctx.fileKeys,
+          allowLargeValueWorkflowScope: ctx.allowLargeValueWorkflowScope,
+        })
       }
 
       // Trusted run metadata for the child's Start block. Every field describes
@@ -570,6 +597,7 @@ export class WorkflowBlockHandler implements BlockHandler {
           // internal tool calls (knowledge, guardrails, MCP, Mothership) can
           // attach the required billing attribution header.
           billingAttribution: childBillingAttribution,
+          resolvedSecretTraceRegistry: childResolvedSecretTraceRegistry,
           // Fall back to the inherited metadata so a toggle-off intermediate
           // child still carries the trusted identity chain to deeper children.
           startRunMetadata: childStartRunMetadata ?? inherited,
@@ -672,7 +700,18 @@ export class WorkflowBlockHandler implements BlockHandler {
       // failures surface identically; we just reshape the successful output. The
       // child's spend is billed by its own session, not rolled onto this block.
       if (isCustomBlock) {
-        return this.projectCustomBlockOutput(executionResult, exposedOutputs)
+        const exposedOutput = this.projectCustomBlockOutput(executionResult, exposedOutputs)
+        if (ctx.resolvedSecretTraceRegistry && childResolvedSecretTraceRegistry) {
+          const crossingProvenance = childResolvedSecretTraceRegistry.exportProvenanceForValue(
+            exposedOutput,
+            { anonymous: true }
+          )
+          await ctx.resolvedSecretTraceRegistry.importProvenance(crossingProvenance, {
+            trusted: true,
+            anonymous: true,
+          })
+        }
+        return exposedOutput
       }
 
       return mappedResult
@@ -766,7 +805,12 @@ export class WorkflowBlockHandler implements BlockHandler {
     // Cancellation lives on `ExecutionResult.status` — `ExecutionMetadata.status`
     // has no 'cancelled' member, so reading it there never matches.
     if (executionResult.status === 'cancelled') {
-      await session.safeCompleteWithCancellation({ endedAt, totalDurationMs, traceSpans })
+      await session.safeCompleteWithCancellation({
+        endedAt,
+        totalDurationMs,
+        traceSpans,
+        executionState: executionResult.executionState,
+      })
       return
     }
 
@@ -776,6 +820,7 @@ export class WorkflowBlockHandler implements BlockHandler {
       finalOutput: executionResult.output ?? {},
       traceSpans,
       workflowInput,
+      executionState: executionResult.executionState,
     })
   }
 
@@ -792,6 +837,7 @@ export class WorkflowBlockHandler implements BlockHandler {
       totalDurationMs: totalDuration ?? 0,
       error: { message: normalized.message, stackTrace: normalized.stack },
       traceSpans,
+      executionState: executionResult?.executionState,
     })
   }
 
diff --git a/apps/sim/executor/types.ts b/apps/sim/executor/types.ts
index 653d1c51d8e..ef5afe1ab6b 100644
--- a/apps/sim/executor/types.ts
+++ b/apps/sim/executor/types.ts
@@ -9,6 +9,7 @@ import type {
   PiiBlockOutputRedaction,
   SerializableExecutionState,
 } from '@/executor/execution/types'
+import type { ResolvedSecretTraceRegistry } from '@/executor/utils/resolved-secret-trace-registry'
 import type { RunFromBlockContext } from '@/executor/utils/run-from-block'
 import type { AgentStreamSink, UnsubscribeAgentStreamSink } from '@/providers/stream-events'
 import type { SerializedBlock, SerializedWorkflow } from '@/serializer/types'
@@ -354,6 +355,7 @@ export interface ExecutionContext {
   /** Trusted run metadata for the Start block's "Add run metadata" toggle. */
   startRunMetadata?: StartBlockRunMetadata
   environmentVariables: Record<string, string>
+  resolvedSecretTraceRegistry?: ResolvedSecretTraceRegistry
   workflowVariables?: Record<string, any>
 
   decisions: {
diff --git a/apps/sim/executor/utils/reference-validation.test.ts b/apps/sim/executor/utils/reference-validation.test.ts
new file mode 100644
index 00000000000..5dcf8e24059
--- /dev/null
+++ b/apps/sim/executor/utils/reference-validation.test.ts
@@ -0,0 +1,44 @@
+import { describe, expect, it, vi } from 'vitest'
+import { resolveEnvVarReferences } from '@/executor/utils/reference-validation'
+
+describe('resolveEnvVarReferences provenance', () => {
+  it('reports each successful exact, embedded, and deep substitution', () => {
+    const onResolved = vi.fn()
+
+    const result = resolveEnvVarReferences(
+      {
+        exact: '{{TOKEN}}',
+        embedded: 'Bearer {{TOKEN}} and {{OTHER}}',
+        missing: '{{MISSING}}',
+      },
+      { TOKEN: 'secret', OTHER: 'other-secret' },
+      { deep: true, onResolved }
+    )
+
+    expect(result).toEqual({
+      exact: 'secret',
+      embedded: 'Bearer secret and other-secret',
+      missing: '{{MISSING}}',
+    })
+    expect(onResolved.mock.calls).toEqual([
+      ['TOKEN', 'secret'],
+      ['TOKEN', 'secret'],
+      ['OTHER', 'other-secret'],
+    ])
+  })
+
+  it('does not report disabled embedded or missing references', () => {
+    const onResolved = vi.fn()
+    expect(
+      resolveEnvVarReferences(
+        'prefix {{TOKEN}} {{MISSING}}',
+        { TOKEN: 'secret' },
+        {
+          allowEmbedded: false,
+          onResolved,
+        }
+      )
+    ).toBe('prefix {{TOKEN}} {{MISSING}}')
+    expect(onResolved).not.toHaveBeenCalled()
+  })
+})
diff --git a/apps/sim/executor/utils/reference-validation.ts b/apps/sim/executor/utils/reference-validation.ts
index 18b2b76d89f..91130a19683 100644
--- a/apps/sim/executor/utils/reference-validation.ts
+++ b/apps/sim/executor/utils/reference-validation.ts
@@ -26,6 +26,7 @@ export interface EnvVarResolveOptions {
   onMissing?: 'keep' | 'throw' | 'empty'
   deep?: boolean
   missingKeys?: string[]
+  onResolved?: (name: string, value: string) => void
 }
 
 /**
@@ -37,7 +38,9 @@ export interface EnvVarResolveOptions {
  * - `onMissing: 'keep'` - Unknown patterns pass through (e.g., Grafana's `{{instance}}`)
  * - `deep: false` - Only processes strings by default; set `true` for nested objects
  */
-export const ENV_VAR_RESOLVE_DEFAULTS: Required<Omit<EnvVarResolveOptions, 'missingKeys'>> = {
+export const ENV_VAR_RESOLVE_DEFAULTS: Required<
+  Omit<EnvVarResolveOptions, 'missingKeys' | 'onResolved'>
+> = {
   resolveExactMatch: true,
   allowEmbedded: true,
   trimKeys: true,
@@ -70,7 +73,10 @@ export function resolveEnvVarReferences(
       if (exactMatch) {
         const envKey = trimKeys ? exactMatch[1].trim() : exactMatch[1]
         const envValue = envVars[envKey]
-        if (envValue !== undefined) return envValue
+        if (envValue !== undefined) {
+          if (Object.hasOwn(envVars, envKey)) options.onResolved?.(envKey, envValue)
+          return envValue
+        }
         if (options.missingKeys) options.missingKeys.push(envKey)
         if (onMissing === 'throw') {
           throw new Error(`Environment variable "${envKey}" was not found`)
@@ -88,7 +94,10 @@ export function resolveEnvVarReferences(
     return value.replace(envVarPattern, (match, varName) => {
       const envKey = trimKeys ? String(varName).trim() : String(varName)
       const envValue = envVars[envKey]
-      if (envValue !== undefined) return envValue
+      if (envValue !== undefined) {
+        if (Object.hasOwn(envVars, envKey)) options.onResolved?.(envKey, envValue)
+        return envValue
+      }
       if (options.missingKeys) options.missingKeys.push(envKey)
       if (onMissing === 'throw') {
         throw new Error(`Environment variable "${envKey}" was not found`)
diff --git a/apps/sim/executor/utils/resolved-secret-trace-registry.test.ts b/apps/sim/executor/utils/resolved-secret-trace-registry.test.ts
new file mode 100644
index 00000000000..6b435afff6d
--- /dev/null
+++ b/apps/sim/executor/utils/resolved-secret-trace-registry.test.ts
@@ -0,0 +1,655 @@
+import { beforeEach, describe, expect, it, vi } from 'vitest'
+
+const { mockDecryptSecret } = vi.hoisted(() => ({
+  mockDecryptSecret: vi.fn(),
+}))
+
+vi.mock('@/lib/core/security/encryption', () => ({
+  decryptSecret: mockDecryptSecret,
+}))
+
+import {
+  ANONYMOUS_SECRET_TRACE_REPLACEMENT,
+  createResolvedSecretTraceRegistry,
+  isResolvedSecretTraceProvenanceV1,
+  ResolvedSecretTraceProvenanceAccumulator,
+  type ResolvedSecretTraceProvenanceV1,
+  ResolvedSecretTraceRegistry,
+} from '@/executor/utils/resolved-secret-trace-registry'
+
+describe('ResolvedSecretTraceProvenanceAccumulator', () => {
+  const scope = { userId: 'user-1', workspaceId: 'workspace-1' }
+
+  it('unions cold, warm, and retry reports while complete', () => {
+    const accumulator = new ResolvedSecretTraceProvenanceAccumulator(scope)
+
+    expect(
+      accumulator.record({
+        version: 1,
+        complete: true,
+        entries: [{ name: 'OLD_TOKEN', encryptedValue: 'encrypted-v1' }],
+        scope,
+      })
+    ).toBe(true)
+    expect(
+      accumulator.record({
+        version: 1,
+        complete: true,
+        entries: [{ name: 'NEW_TOKEN', encryptedValue: 'encrypted-v2' }],
+        scope,
+      })
+    ).toBe(true)
+    accumulator.record({
+      version: 1,
+      complete: true,
+      entries: [{ name: 'OLD_TOKEN', encryptedValue: 'encrypted-v1' }],
+      scope,
+    })
+
+    expect(accumulator.exportProvenance()).toEqual({
+      version: 1,
+      complete: true,
+      entries: [
+        { name: 'OLD_TOKEN', encryptedValue: 'encrypted-v1' },
+        { name: 'NEW_TOKEN', encryptedValue: 'encrypted-v2' },
+      ],
+      scope,
+    })
+  })
+
+  it('discards accumulated and future entries once completeness is lost', () => {
+    const accumulator = new ResolvedSecretTraceProvenanceAccumulator(scope)
+
+    accumulator.record({
+      version: 1,
+      complete: true,
+      entries: [{ name: 'OLD_TOKEN', encryptedValue: 'encrypted-v1' }],
+      scope,
+    })
+    expect(
+      accumulator.record({
+        version: 1,
+        complete: false,
+        entries: [],
+        scope,
+      })
+    ).toBe(true)
+    expect(
+      accumulator.record({
+        version: 1,
+        complete: true,
+        entries: [{ name: 'NEW_TOKEN', encryptedValue: 'encrypted-v2' }],
+        scope,
+      })
+    ).toBe(true)
+
+    expect(accumulator.exportProvenance()).toEqual({
+      version: 1,
+      complete: false,
+      entries: [],
+      scope,
+    })
+  })
+
+  it('discards mismatched-scope reports and marks them incomplete', () => {
+    const accumulator = new ResolvedSecretTraceProvenanceAccumulator(scope)
+
+    expect(
+      accumulator.record({
+        version: 1,
+        complete: true,
+        entries: [{ name: 'TOKEN', encryptedValue: 'encrypted-value' }],
+        scope: { userId: 'user-1', workspaceId: 'workspace-2' },
+      })
+    ).toBe(true)
+
+    expect(accumulator.exportProvenance()).toEqual({
+      version: 1,
+      complete: false,
+      entries: [],
+      scope,
+    })
+  })
+
+  it('fails closed for malformed reports and terminal incompleteness', () => {
+    const accumulator = new ResolvedSecretTraceProvenanceAccumulator(scope)
+    accumulator.record({
+      version: 1,
+      complete: true,
+      entries: [{ name: 'TOKEN', encryptedValue: 'encrypted-value' }],
+      scope,
+    })
+
+    expect(accumulator.record({ version: 1 })).toBe(false)
+    expect(accumulator.exportProvenance()).toEqual({
+      version: 1,
+      complete: false,
+      entries: [],
+      scope,
+    })
+
+    accumulator.record({
+      version: 1,
+      complete: true,
+      entries: [{ name: 'TOKEN', encryptedValue: 'encrypted-value' }],
+      scope,
+    })
+    accumulator.markIncomplete()
+    expect(accumulator.exportProvenance().entries).toEqual([])
+  })
+})
+
+describe('ResolvedSecretTraceRegistry', () => {
+  beforeEach(() => {
+    vi.clearAllMocks()
+    mockDecryptSecret.mockImplementation(async (encryptedValue: string) => ({
+      decrypted: `decrypted:${encryptedValue}`,
+    }))
+  })
+
+  it('starts with an inert catalog and activates only an exact successful resolution', () => {
+    const registry = new ResolvedSecretTraceRegistry([
+      { name: 'API_KEY', plaintext: 'secret-value', encryptedValue: 'encrypted-value' },
+    ])
+
+    expect(registry.getActiveMatches()).toEqual([])
+    expect(registry.recordResolved('API_KEY', 'wrong-value')).toBe(false)
+    expect(registry.recordResolved('MISSING', 'secret-value')).toBe(false)
+    expect(registry.getActiveMatches()).toEqual([])
+    expect(registry.isComplete()).toBe(false)
+
+    expect(registry.recordResolved('API_KEY', 'secret-value')).toBe(true)
+    expect(registry.getActiveMatches()).toEqual([
+      { plaintext: 'secret-value', replacement: '{{API_KEY}}' },
+    ])
+  })
+
+  it('uses the workspace catalog entry when personal and workspace names conflict', async () => {
+    const registry = await createResolvedSecretTraceRegistry({
+      personalEncrypted: { SHARED: 'personal-encrypted' },
+      workspaceEncrypted: { SHARED: 'workspace-encrypted' },
+      personalDecrypted: { SHARED: 'personal-secret' },
+      workspaceDecrypted: { SHARED: 'workspace-secret' },
+    })
+
+    expect(registry.recordResolved('SHARED', 'workspace-secret')).toBe(true)
+    expect(registry.exportProvenance()).toEqual({
+      version: 1,
+      complete: true,
+      entries: [{ name: 'SHARED', encryptedValue: 'workspace-encrypted' }],
+    })
+  })
+
+  it('ignores empty decryption failures but fails closed for a resolved value outside the catalog', async () => {
+    const registry = await createResolvedSecretTraceRegistry({
+      personalEncrypted: { FAILED: 'failed-ciphertext' },
+      workspaceEncrypted: {},
+      personalDecrypted: { FAILED: '', DECRYPTED_ONLY: 'not-catalogued' },
+      workspaceDecrypted: {},
+      decryptionFailures: ['FAILED'],
+    })
+
+    expect(registry.isComplete()).toBe(true)
+    expect(registry.recordResolved('FAILED', '')).toBe(false)
+    expect(registry.isComplete()).toBe(true)
+    expect(registry.recordResolved('DECRYPTED_ONLY', 'not-catalogued')).toBe(false)
+    expect(registry.isComplete()).toBe(false)
+  })
+
+  it('keeps a successful workspace override when the shadowed personal value failed', async () => {
+    const registry = await createResolvedSecretTraceRegistry({
+      personalEncrypted: { SHARED: 'broken-personal-ciphertext' },
+      workspaceEncrypted: { SHARED: 'workspace-ciphertext' },
+      personalDecrypted: { SHARED: '' },
+      workspaceDecrypted: { SHARED: 'workspace-secret' },
+      decryptionFailures: ['SHARED'],
+    })
+
+    expect(registry.recordResolved('SHARED', 'workspace-secret')).toBe(true)
+    expect(registry.exportProvenance().entries).toEqual([
+      { name: 'SHARED', encryptedValue: 'workspace-ciphertext' },
+    ])
+  })
+
+  it('exports encrypted active provenance without plaintext', () => {
+    const registry = new ResolvedSecretTraceRegistry([
+      { name: 'TOKEN', plaintext: 'raw-secret', encryptedValue: 'ciphertext' },
+    ])
+    registry.recordResolved('TOKEN', 'raw-secret')
+
+    const serialized = JSON.stringify(registry.exportProvenance())
+    expect(serialized).toContain('ciphertext')
+    expect(serialized).not.toContain('raw-secret')
+  })
+
+  it('restores old encrypted values alongside the current catalog after rotation', async () => {
+    mockDecryptSecret.mockResolvedValueOnce({ decrypted: 'old-secret' })
+    const oldProvenance: ResolvedSecretTraceProvenanceV1 = {
+      version: 1,
+      complete: true,
+      entries: [{ name: 'TOKEN', encryptedValue: 'old-ciphertext' }],
+    }
+    const registry = await createResolvedSecretTraceRegistry({
+      personalEncrypted: { TOKEN: 'new-ciphertext' },
+      workspaceEncrypted: {},
+      personalDecrypted: { TOKEN: 'new-secret' },
+      workspaceDecrypted: {},
+      restoredProvenance: oldProvenance,
+      restoreTrusted: true,
+      requireRestoredProvenance: true,
+    })
+
+    registry.recordResolved('TOKEN', 'new-secret')
+
+    expect(registry.getActiveMatches()).toEqual([
+      { plaintext: 'new-secret', replacement: '{{TOKEN}}' },
+      { plaintext: 'old-secret', replacement: '{{TOKEN}}' },
+    ])
+    expect(registry.exportProvenance().entries).toEqual([
+      { name: 'TOKEN', encryptedValue: 'new-ciphertext' },
+      { name: 'TOKEN', encryptedValue: 'old-ciphertext' },
+    ])
+  })
+
+  it('marks untrusted, missing, malformed, and undecryptable restoration incomplete', async () => {
+    const provenance: ResolvedSecretTraceProvenanceV1 = {
+      version: 1,
+      complete: true,
+      entries: [{ name: 'TOKEN', encryptedValue: 'ciphertext' }],
+    }
+    const untrusted = new ResolvedSecretTraceRegistry()
+    expect(await untrusted.importProvenance(provenance, { trusted: false })).toBe(false)
+    expect(untrusted.isComplete()).toBe(false)
+    expect(mockDecryptSecret).not.toHaveBeenCalled()
+
+    const missing = await createResolvedSecretTraceRegistry({
+      personalEncrypted: {},
+      workspaceEncrypted: {},
+      personalDecrypted: {},
+      workspaceDecrypted: {},
+      requireRestoredProvenance: true,
+      restoreTrusted: true,
+    })
+    expect(missing.isComplete()).toBe(false)
+
+    const malformed = new ResolvedSecretTraceRegistry()
+    expect(await malformed.importProvenance({ version: 1 }, { trusted: true })).toBe(false)
+    expect(malformed.isComplete()).toBe(false)
+
+    mockDecryptSecret.mockRejectedValueOnce(new Error('cannot decrypt'))
+    const undecryptable = new ResolvedSecretTraceRegistry()
+    expect(await undecryptable.importProvenance(provenance, { trusted: true })).toBe(false)
+    expect(undecryptable.isComplete()).toBe(false)
+  })
+
+  it('uses anonymous replacements for cross-scope provenance', async () => {
+    mockDecryptSecret.mockResolvedValueOnce({ decrypted: 'publisher-secret' })
+    const registry = new ResolvedSecretTraceRegistry()
+    await registry.importProvenance(
+      {
+        version: 1,
+        complete: true,
+        entries: [{ name: 'PUBLISHER_TOKEN', encryptedValue: 'publisher-ciphertext' }],
+      },
+      { trusted: true, anonymous: true }
+    )
+
+    expect(registry.getActiveMatches()).toEqual([
+      { plaintext: 'publisher-secret', replacement: ANONYMOUS_SECRET_TRACE_REPLACEMENT },
+    ])
+    expect(registry.exportProvenance().entries).toEqual([
+      { encryptedValue: 'publisher-ciphertext' },
+    ])
+  })
+
+  it('preserves labels only when imported provenance has the same complete scope', async () => {
+    const provenance: ResolvedSecretTraceProvenanceV1 = {
+      version: 1,
+      complete: true,
+      entries: [{ name: 'TOKEN', encryptedValue: 'ciphertext' }],
+      scope: { userId: 'user-1', workspaceId: 'workspace-1' },
+    }
+    const sameScope = new ResolvedSecretTraceRegistry([], {
+      userId: 'user-1',
+      workspaceId: 'workspace-1',
+    })
+    const mismatchedScope = new ResolvedSecretTraceRegistry([], {
+      userId: 'user-1',
+      workspaceId: 'workspace-2',
+    })
+    const missingReceiverScope = new ResolvedSecretTraceRegistry()
+    const missingSourceScope = new ResolvedSecretTraceRegistry([], {
+      userId: 'user-1',
+      workspaceId: 'workspace-1',
+    })
+
+    expect(await sameScope.importProvenance(provenance, { trusted: true })).toBe(true)
+    expect(await mismatchedScope.importProvenance(provenance, { trusted: true })).toBe(true)
+    expect(await missingReceiverScope.importProvenance(provenance, { trusted: true })).toBe(true)
+    expect(
+      await missingSourceScope.importProvenance(
+        { version: 1, complete: true, entries: provenance.entries },
+        { trusted: true }
+      )
+    ).toBe(true)
+
+    expect(sameScope.getActiveMatches()).toEqual([
+      { plaintext: 'decrypted:ciphertext', replacement: '{{TOKEN}}' },
+    ])
+    for (const registry of [mismatchedScope, missingReceiverScope, missingSourceScope]) {
+      expect(registry.getActiveMatches()).toEqual([
+        {
+          plaintext: 'decrypted:ciphertext',
+          replacement: ANONYMOUS_SECRET_TRACE_REPLACEMENT,
+        },
+      ])
+    }
+  })
+
+  it('imports all same-scope provenance across an in-process boundary', async () => {
+    const registry = new ResolvedSecretTraceRegistry([], {
+      userId: 'user-1',
+      workspaceId: 'workspace-1',
+    })
+    const provenance: ResolvedSecretTraceProvenanceV1 = {
+      version: 1,
+      complete: true,
+      entries: [
+        { name: 'PRESENT', encryptedValue: 'present-ciphertext' },
+        { name: 'DORMANT_IN_OUTPUT', encryptedValue: 'other-ciphertext' },
+      ],
+      scope: { userId: 'user-1', workspaceId: 'workspace-1' },
+    }
+
+    expect(
+      await registry.importCrossingProvenance(
+        provenance,
+        { output: 'decrypted:present-ciphertext' },
+        { trusted: true }
+      )
+    ).toBe(true)
+
+    expect(registry.getActiveMatches()).toEqual([
+      { plaintext: 'decrypted:present-ciphertext', replacement: '{{PRESENT}}' },
+      { plaintext: 'decrypted:other-ciphertext', replacement: '{{DORMANT_IN_OUTPUT}}' },
+    ])
+  })
+
+  it('filters and anonymizes provenance crossing from another scope', async () => {
+    const registry = new ResolvedSecretTraceRegistry([], {
+      userId: 'user-1',
+      workspaceId: 'workspace-1',
+    })
+    const provenance: ResolvedSecretTraceProvenanceV1 = {
+      version: 1,
+      complete: true,
+      entries: [
+        { name: 'PRESENT', encryptedValue: 'present-ciphertext' },
+        { name: 'ABSENT', encryptedValue: 'absent-ciphertext' },
+      ],
+      scope: { userId: 'user-1', workspaceId: 'workspace-2' },
+    }
+
+    expect(
+      await registry.importCrossingProvenance(
+        provenance,
+        { output: 'decrypted:present-ciphertext' },
+        { trusted: true }
+      )
+    ).toBe(true)
+
+    expect(registry.getActiveMatches()).toEqual([
+      {
+        plaintext: 'decrypted:present-ciphertext',
+        replacement: ANONYMOUS_SECRET_TRACE_REPLACEMENT,
+      },
+    ])
+  })
+
+  it('exports only active secrets whose exact literals cross a value boundary', () => {
+    const registry = new ResolvedSecretTraceRegistry([
+      { name: 'PRESENT', plaintext: 'present-secret', encryptedValue: 'present-ciphertext' },
+      { name: 'ABSENT', plaintext: 'absent-secret', encryptedValue: 'absent-ciphertext' },
+      { name: 'UNUSED', plaintext: 'unused-secret', encryptedValue: 'unused-ciphertext' },
+    ])
+    registry.recordResolved('PRESENT', 'present-secret')
+    registry.recordResolved('ABSENT', 'absent-secret')
+
+    const provenance = registry.exportProvenanceForValue(
+      { nested: [{ 'key-present-secret': new Error('failed with present-secret') }] },
+      { anonymous: true }
+    )
+
+    expect(provenance).toEqual({
+      version: 1,
+      complete: true,
+      entries: [{ encryptedValue: 'present-ciphertext' }],
+    })
+  })
+
+  it('exports active numeric, boolean, and null literals crossing a value boundary', () => {
+    const registry = new ResolvedSecretTraceRegistry([
+      { name: 'NUMBER', plaintext: '1234', encryptedValue: 'number-ciphertext' },
+      { name: 'BOOLEAN', plaintext: 'false', encryptedValue: 'boolean-ciphertext' },
+      { name: 'NULL', plaintext: 'null', encryptedValue: 'null-ciphertext' },
+      { name: 'ABSENT', plaintext: '5678', encryptedValue: 'absent-ciphertext' },
+    ])
+    registry.recordResolved('NUMBER', '1234')
+    registry.recordResolved('BOOLEAN', 'false')
+    registry.recordResolved('NULL', 'null')
+    registry.recordResolved('ABSENT', '5678')
+
+    expect(
+      registry.exportProvenanceForValue(
+        { number: 1234, boolean: false, nullable: null },
+        { anonymous: true }
+      )
+    ).toEqual({
+      version: 1,
+      complete: true,
+      entries: [
+        { encryptedValue: 'boolean-ciphertext' },
+        { encryptedValue: 'null-ciphertext' },
+        { encryptedValue: 'number-ciphertext' },
+      ],
+    })
+  })
+
+  it('marks a bounded cross-boundary scan incomplete when an enumerable accessor is opaque', () => {
+    const registry = new ResolvedSecretTraceRegistry([
+      { name: 'TOKEN', plaintext: 'secret', encryptedValue: 'ciphertext' },
+    ])
+    registry.recordResolved('TOKEN', 'secret')
+    const value = {}
+    Object.defineProperty(value, 'opaque', {
+      enumerable: true,
+      get: () => 'secret',
+    })
+
+    expect(registry.exportProvenanceForValue(value, { anonymous: true })).toEqual({
+      version: 1,
+      complete: false,
+      entries: [],
+    })
+  })
+
+  it('does not claim a complete cross-boundary scan for opaque large-value refs', () => {
+    const registry = new ResolvedSecretTraceRegistry([
+      { name: 'TOKEN', plaintext: 'secret', encryptedValue: 'ciphertext' },
+    ])
+    registry.recordResolved('TOKEN', 'secret')
+
+    expect(
+      registry.exportProvenanceForValue(
+        {
+          __simLargeValueRef: true,
+          version: 1,
+          id: 'lv_ABCDEFGHIJKL',
+          kind: 'object',
+          size: 1024,
+        },
+        { anonymous: true }
+      )
+    ).toEqual({ version: 1, complete: false, entries: [] })
+  })
+
+  it('does not snapshot or enqueue an entire wide crossing object', () => {
+    const registry = new ResolvedSecretTraceRegistry([
+      { name: 'TOKEN', plaintext: 'needle-value', encryptedValue: 'ciphertext' },
+    ])
+    registry.recordResolved('TOKEN', 'needle-value')
+    const wideValue: Record<string, string> = {}
+    for (let index = 0; index < 30_000; index++) {
+      wideValue[`field_${index}`] = 'safe-value'
+    }
+    const descriptorSnapshotSpy = vi.spyOn(Object, 'getOwnPropertyDescriptors')
+    const provenance = registry.exportProvenanceForValue(wideValue, { anonymous: true })
+    const descriptorSnapshotCalls = descriptorSnapshotSpy.mock.calls.length
+    descriptorSnapshotSpy.mockRestore()
+
+    expect(provenance).toEqual({
+      version: 1,
+      complete: false,
+      entries: [],
+    })
+    expect(descriptorSnapshotCalls).toBe(0)
+  })
+
+  it('handles duplicate and empty values deterministically', () => {
+    const registry = new ResolvedSecretTraceRegistry([
+      { name: 'Z_TOKEN', plaintext: 'same', encryptedValue: 'z-ciphertext' },
+      { name: 'A_TOKEN', plaintext: 'same', encryptedValue: 'a-ciphertext' },
+      { name: 'EMPTY', plaintext: '', encryptedValue: 'empty-ciphertext' },
+      { name: 'A', plaintext: 'A', encryptedValue: 'short-ciphertext' },
+    ])
+    registry.recordResolved('Z_TOKEN', 'same')
+    registry.recordResolved('A_TOKEN', 'same')
+    registry.recordResolved('EMPTY', '')
+
+    expect(registry.getActiveMatches()).toEqual([{ plaintext: 'same', replacement: '{{A_TOKEN}}' }])
+
+    registry.recordResolved('A', 'A')
+    expect(registry.getActiveMatches()).toEqual([
+      { plaintext: 'same', replacement: '{{A_TOKEN}}' },
+      { plaintext: 'A', replacement: '{{A}}' },
+    ])
+  })
+
+  it('marks the registry incomplete when active provenance exceeds its hard cap', () => {
+    const entries = Array.from({ length: 10_001 }, (_, index) => ({
+      name: `SECRET_${index}`,
+      plaintext: `value-${index}`,
+      encryptedValue: `ciphertext-${index}`,
+    }))
+    const registry = new ResolvedSecretTraceRegistry(entries)
+
+    for (const entry of entries) {
+      registry.recordResolved(entry.name, entry.plaintext)
+    }
+
+    expect(registry.isComplete()).toBe(false)
+    expect(registry.exportProvenance().entries).toEqual([])
+  })
+
+  it('bounds provenance by serialized JSON bytes including control-character escapes', () => {
+    const encryptedValue = '\u0000'.repeat(1_400_000)
+    const provenance: ResolvedSecretTraceProvenanceV1 = {
+      version: 1,
+      complete: true,
+      entries: [{ name: 'TOKEN', encryptedValue }],
+    }
+
+    expect(Buffer.byteLength(encryptedValue, 'utf8')).toBeLessThan(8 * 1024 * 1024)
+    expect(Buffer.byteLength(JSON.stringify(provenance), 'utf8')).toBeGreaterThan(8 * 1024 * 1024)
+    expect(isResolvedSecretTraceProvenanceV1(provenance)).toBe(false)
+
+    const registry = new ResolvedSecretTraceRegistry([
+      { name: 'TOKEN', plaintext: 'secret', encryptedValue },
+    ])
+    expect(registry.recordResolved('TOKEN', 'secret')).toBe(true)
+    expect(registry.isComplete()).toBe(false)
+    expect(registry.exportProvenance().entries).toEqual([])
+  })
+
+  it('rejects incomplete provenance that still carries entries', () => {
+    expect(
+      isResolvedSecretTraceProvenanceV1({
+        version: 1,
+        complete: false,
+        entries: [{ name: 'TOKEN', encryptedValue: 'ciphertext' }],
+      })
+    ).toBe(false)
+  })
+
+  it('rejects non-canonical provenance fields before applying the serialized-size bound', () => {
+    const entry = { name: 'TOKEN', encryptedValue: 'ciphertext' }
+    const scope = { userId: 'user-1', workspaceId: 'workspace-1' }
+
+    expect(
+      isResolvedSecretTraceProvenanceV1({
+        version: 1,
+        complete: true,
+        entries: [entry],
+        scope,
+        extra: 'not-transported',
+      })
+    ).toBe(false)
+    expect(
+      isResolvedSecretTraceProvenanceV1({
+        version: 1,
+        complete: true,
+        entries: [{ ...entry, extra: 'not-transported' }],
+        scope,
+      })
+    ).toBe(false)
+    expect(
+      isResolvedSecretTraceProvenanceV1({
+        version: 1,
+        complete: true,
+        entries: [entry],
+        scope: { ...scope, extra: 'not-transported' },
+      })
+    ).toBe(false)
+
+    const entries = [entry]
+    Object.assign(entries, { extra: 'not-transported' })
+    expect(isResolvedSecretTraceProvenanceV1({ version: 1, complete: true, entries, scope })).toBe(
+      false
+    )
+  })
+
+  it('stops consuming a dormant catalog when its entry cap is exceeded', () => {
+    let yieldedEntries = 0
+    function* catalogEntries() {
+      for (let index = 0; index < 20_000; index++) {
+        yieldedEntries++
+        yield {
+          name: `SECRET_${index}`,
+          plaintext: `value-${index}`,
+          encryptedValue: `ciphertext-${index}`,
+        }
+      }
+    }
+
+    const registry = new ResolvedSecretTraceRegistry(catalogEntries())
+
+    expect(yieldedEntries).toBe(10_001)
+    expect(registry.isComplete()).toBe(false)
+    expect(registry.exportProvenance().entries).toEqual([])
+  })
+
+  it('marks an oversized dormant catalog value incomplete without retaining it', () => {
+    const oversizedPlaintext = 'x'.repeat(8 * 1024 * 1024)
+    const registry = new ResolvedSecretTraceRegistry([
+      {
+        name: 'OVERSIZED',
+        plaintext: oversizedPlaintext,
+        encryptedValue: 'ciphertext',
+      },
+    ])
+
+    expect(registry.isComplete()).toBe(false)
+    expect(registry.recordResolved('OVERSIZED', oversizedPlaintext)).toBe(false)
+    expect(registry.getActiveMatches()).toEqual([])
+  })
+})
diff --git a/apps/sim/executor/utils/resolved-secret-trace-registry.ts b/apps/sim/executor/utils/resolved-secret-trace-registry.ts
new file mode 100644
index 00000000000..632a1a56872
--- /dev/null
+++ b/apps/sim/executor/utils/resolved-secret-trace-registry.ts
@@ -0,0 +1,784 @@
+import { decryptSecret } from '@/lib/core/security/encryption'
+import { isLargeArrayManifest } from '@/lib/execution/payloads/large-array-manifest-metadata'
+import { isLargeValueRef } from '@/lib/execution/payloads/large-value-ref'
+
+export const ANONYMOUS_SECRET_TRACE_REPLACEMENT = '[REDACTED_SECRET]'
+
+const MAX_PROVENANCE_ENTRIES = 10_000
+const MAX_SERIALIZED_PROVENANCE_BYTES = 8 * 1024 * 1024
+const MAX_TRACE_CATALOG_ENTRIES = MAX_PROVENANCE_ENTRIES
+const MAX_TRACE_CATALOG_BYTES = 8 * 1024 * 1024
+const MAX_PROVENANCE_FILTER_NODES = 50_000
+const MAX_PROVENANCE_FILTER_CHARACTERS = 16 * 1024 * 1024
+const MAX_PROVENANCE_FILTER_COMPARISONS = 1_000_000
+const ERROR_CONTENT_PROPERTY_NAMES = ['name', 'message', 'stack', 'cause', 'errors'] as const
+const PROVENANCE_PROPERTY_NAMES = new Set(['version', 'complete', 'entries', 'scope'])
+const PROVENANCE_ENTRY_PROPERTY_NAMES = new Set(['encryptedValue', 'name'])
+const PROVENANCE_SCOPE_PROPERTY_NAMES = new Set(['userId', 'workspaceId'])
+
+export interface ResolvedSecretTraceCatalogEntry {
+  name: string
+  plaintext: string
+  encryptedValue: string
+}
+
+export interface ResolvedSecretTraceMatch {
+  plaintext: string
+  replacement: string
+}
+
+export interface ResolvedSecretTraceProvenanceEntryV1 {
+  encryptedValue: string
+  name?: string
+}
+
+export interface ResolvedSecretTraceScopeV1 {
+  userId: string
+  workspaceId?: string
+}
+
+export interface ResolvedSecretTraceProvenanceV1 {
+  version: 1
+  complete: boolean
+  entries: ResolvedSecretTraceProvenanceEntryV1[]
+  scope?: ResolvedSecretTraceScopeV1
+}
+
+interface ActiveSecretEntry extends ResolvedSecretTraceCatalogEntry {
+  anonymous: boolean
+}
+
+export interface ImportResolvedSecretTraceProvenanceOptions {
+  trusted: boolean
+  anonymous?: boolean
+}
+
+export interface ExportResolvedSecretTraceProvenanceForValueOptions {
+  anonymous?: boolean
+}
+
+export interface CreateResolvedSecretTraceRegistryOptions {
+  personalEncrypted: Record<string, string>
+  workspaceEncrypted: Record<string, string>
+  personalDecrypted: Record<string, string>
+  workspaceDecrypted: Record<string, string>
+  decryptionFailures?: readonly string[]
+  restoredProvenance?: unknown
+  restoreTrusted?: boolean
+  requireRestoredProvenance?: boolean
+  scope?: ResolvedSecretTraceScopeV1
+}
+
+function compareStrings(left: string, right: string): number {
+  if (left < right) return -1
+  if (left > right) return 1
+  return 0
+}
+
+function cloneProvenanceScope(scope: ResolvedSecretTraceScopeV1): ResolvedSecretTraceScopeV1 {
+  return {
+    userId: scope.userId,
+    ...(scope.workspaceId ? { workspaceId: scope.workspaceId } : {}),
+  }
+}
+
+function serializedJsonStringByteSize(value: string): number {
+  let byteSize = 2
+  for (let index = 0; index < value.length; index++) {
+    const codeUnit = value.charCodeAt(index)
+    if (codeUnit === 0x22 || codeUnit === 0x5c) {
+      byteSize += 2
+    } else if (
+      codeUnit === 0x08 ||
+      codeUnit === 0x09 ||
+      codeUnit === 0x0a ||
+      codeUnit === 0x0c ||
+      codeUnit === 0x0d
+    ) {
+      byteSize += 2
+    } else if (codeUnit <= 0x1f) {
+      byteSize += 6
+    } else if (codeUnit >= 0xd800 && codeUnit <= 0xdbff) {
+      const nextCodeUnit = value.charCodeAt(index + 1)
+      if (nextCodeUnit >= 0xdc00 && nextCodeUnit <= 0xdfff) {
+        byteSize += 4
+        index++
+      } else {
+        byteSize += 6
+      }
+    } else if (codeUnit >= 0xdc00 && codeUnit <= 0xdfff) {
+      byteSize += 6
+    } else if (codeUnit <= 0x7f) {
+      byteSize++
+    } else if (codeUnit <= 0x7ff) {
+      byteSize += 2
+    } else {
+      byteSize += 3
+    }
+  }
+  return byteSize
+}
+
+function serializedProvenanceEntryByteSize(entry: ResolvedSecretTraceProvenanceEntryV1): number {
+  let byteSize =
+    Buffer.byteLength('{"encryptedValue":', 'utf8') +
+    serializedJsonStringByteSize(entry.encryptedValue)
+  if (entry.name !== undefined) {
+    byteSize += Buffer.byteLength(',"name":', 'utf8') + serializedJsonStringByteSize(entry.name)
+  }
+  return byteSize + 1
+}
+
+function serializedProvenanceEnvelopeByteSize(
+  complete: boolean,
+  scope: ResolvedSecretTraceScopeV1 | undefined
+): number {
+  let byteSize = Buffer.byteLength(
+    `{"version":1,"complete":${complete ? 'true' : 'false'},"entries":[]`,
+    'utf8'
+  )
+  if (scope) {
+    byteSize +=
+      Buffer.byteLength(',"scope":{"userId":', 'utf8') + serializedJsonStringByteSize(scope.userId)
+    if (scope.workspaceId !== undefined) {
+      byteSize +=
+        Buffer.byteLength(',"workspaceId":', 'utf8') +
+        serializedJsonStringByteSize(scope.workspaceId)
+    }
+    byteSize++
+  }
+  return byteSize + 1
+}
+
+function isSerializedProvenanceWithinLimit(
+  complete: boolean,
+  entries: readonly ResolvedSecretTraceProvenanceEntryV1[],
+  scope: ResolvedSecretTraceScopeV1 | undefined
+): boolean {
+  let byteSize = serializedProvenanceEnvelopeByteSize(complete, scope)
+  for (let index = 0; index < entries.length; index++) {
+    byteSize += serializedProvenanceEntryByteSize(entries[index]) + (index === 0 ? 0 : 1)
+    if (byteSize > MAX_SERIALIZED_PROVENANCE_BYTES) return false
+  }
+  return byteSize <= MAX_SERIALIZED_PROVENANCE_BYTES
+}
+
+function toProvenanceEntry(entry: ActiveSecretEntry): ResolvedSecretTraceProvenanceEntryV1 {
+  return {
+    encryptedValue: entry.encryptedValue,
+    ...(!entry.anonymous && entry.name ? { name: entry.name } : {}),
+  }
+}
+
+function hasOwn(record: Record<string, string>, name: string): boolean {
+  return Object.hasOwn(record, name)
+}
+
+function isExactPlainDataRecord(
+  value: unknown,
+  allowedProperties: ReadonlySet<string>,
+  requiredProperties: readonly string[]
+): value is Record<string, unknown> {
+  if (value === null || typeof value !== 'object' || Array.isArray(value)) return false
+
+  try {
+    const prototype = Object.getPrototypeOf(value)
+    if (prototype !== Object.prototype && prototype !== null) return false
+
+    const properties = Reflect.ownKeys(value)
+    for (const property of properties) {
+      if (typeof property !== 'string' || !allowedProperties.has(property)) return false
+      const descriptor = Object.getOwnPropertyDescriptor(value, property)
+      if (!descriptor?.enumerable || !('value' in descriptor)) return false
+    }
+    return requiredProperties.every((property) => Object.hasOwn(value, property))
+  } catch {
+    return false
+  }
+}
+
+function isExactProvenanceEntriesArray(value: unknown): value is unknown[] {
+  if (!Array.isArray(value)) return false
+
+  try {
+    if (Object.getPrototypeOf(value) !== Array.prototype) return false
+    const properties = Reflect.ownKeys(value)
+    if (properties.length !== value.length + 1 || !properties.includes('length')) return false
+
+    for (let index = 0; index < value.length; index++) {
+      const descriptor = Object.getOwnPropertyDescriptor(value, String(index))
+      if (!descriptor?.enumerable || !('value' in descriptor)) return false
+    }
+    return true
+  } catch {
+    return false
+  }
+}
+
+function catalogEntryByteSize(entry: ResolvedSecretTraceCatalogEntry): number {
+  return (
+    Buffer.byteLength(entry.name, 'utf8') +
+    Buffer.byteLength(entry.plaintext, 'utf8') +
+    Buffer.byteLength(entry.encryptedValue, 'utf8')
+  )
+}
+
+function buildEffectiveCatalogEntry(
+  options: CreateResolvedSecretTraceRegistryOptions,
+  failedNames: ReadonlySet<string>,
+  name: string,
+  encryptedValue: string
+): ResolvedSecretTraceCatalogEntry | undefined {
+  const plaintext = hasOwn(options.workspaceDecrypted, name)
+    ? options.workspaceDecrypted[name]
+    : options.personalDecrypted[name]
+  if (plaintext === undefined || (plaintext.length === 0 && failedNames.has(name))) {
+    return undefined
+  }
+  return { name, plaintext, encryptedValue }
+}
+
+function* iterateEffectiveCatalogEntries(
+  options: CreateResolvedSecretTraceRegistryOptions,
+  failedNames: ReadonlySet<string>
+): Generator<ResolvedSecretTraceCatalogEntry> {
+  for (const name in options.personalEncrypted) {
+    if (!hasOwn(options.personalEncrypted, name)) continue
+    const encryptedValue = hasOwn(options.workspaceEncrypted, name)
+      ? options.workspaceEncrypted[name]
+      : options.personalEncrypted[name]
+    const entry = buildEffectiveCatalogEntry(options, failedNames, name, encryptedValue)
+    if (entry) yield entry
+  }
+
+  for (const name in options.workspaceEncrypted) {
+    if (!hasOwn(options.workspaceEncrypted, name) || hasOwn(options.personalEncrypted, name)) {
+      continue
+    }
+    const entry = buildEffectiveCatalogEntry(
+      options,
+      failedNames,
+      name,
+      options.workspaceEncrypted[name]
+    )
+    if (entry) yield entry
+  }
+}
+
+function isProvenanceEntry(value: unknown): value is ResolvedSecretTraceProvenanceEntryV1 {
+  if (!isExactPlainDataRecord(value, PROVENANCE_ENTRY_PROPERTY_NAMES, ['encryptedValue'])) {
+    return false
+  }
+  const entry = value
+  return (
+    typeof entry.encryptedValue === 'string' &&
+    entry.encryptedValue.length > 0 &&
+    (entry.name === undefined || (typeof entry.name === 'string' && entry.name.length > 0))
+  )
+}
+
+function isProvenanceScope(value: unknown): value is ResolvedSecretTraceScopeV1 {
+  if (!isExactPlainDataRecord(value, PROVENANCE_SCOPE_PROPERTY_NAMES, ['userId'])) return false
+  const scope = value
+  return (
+    typeof scope.userId === 'string' &&
+    scope.userId.length > 0 &&
+    (scope.workspaceId === undefined ||
+      (typeof scope.workspaceId === 'string' && scope.workspaceId.length > 0))
+  )
+}
+
+function scopesMatch(
+  left: ResolvedSecretTraceScopeV1 | undefined,
+  right: ResolvedSecretTraceScopeV1 | undefined
+): boolean {
+  return (
+    (left === undefined && right === undefined) ||
+    (left !== undefined &&
+      right !== undefined &&
+      left.userId === right.userId &&
+      left.workspaceId === right.workspaceId)
+  )
+}
+
+export function isResolvedSecretTraceProvenanceV1(
+  value: unknown
+): value is ResolvedSecretTraceProvenanceV1 {
+  if (
+    !isExactPlainDataRecord(value, PROVENANCE_PROPERTY_NAMES, ['version', 'complete', 'entries'])
+  ) {
+    return false
+  }
+  const provenance = value
+  if (
+    provenance.version !== 1 ||
+    typeof provenance.complete !== 'boolean' ||
+    !isExactProvenanceEntriesArray(provenance.entries) ||
+    provenance.entries.length > MAX_PROVENANCE_ENTRIES ||
+    !provenance.entries.every(isProvenanceEntry) ||
+    (!provenance.complete && provenance.entries.length > 0) ||
+    (provenance.scope !== undefined && !isProvenanceScope(provenance.scope))
+  ) {
+    return false
+  }
+
+  return isSerializedProvenanceWithinLimit(
+    provenance.complete,
+    provenance.entries,
+    provenance.scope
+  )
+}
+
+/**
+ * Unions encrypted provenance reports emitted during one internal transport invocation.
+ * It never decrypts values or projects trace content; the execution registry remains the
+ * only owner of plaintext matches and replacement policy.
+ */
+export class ResolvedSecretTraceProvenanceAccumulator {
+  private readonly scope?: ResolvedSecretTraceScopeV1
+  private provenance: ResolvedSecretTraceProvenanceV1
+
+  constructor(scope?: ResolvedSecretTraceScopeV1) {
+    this.scope = scope ? cloneProvenanceScope(scope) : undefined
+    this.provenance = this.emptyProvenance(true)
+  }
+
+  /** Adds one cold, warm-pool, or retry report without decrypting its entries. */
+  record(provenance: unknown): boolean {
+    if (!isResolvedSecretTraceProvenanceV1(provenance)) {
+      this.provenance = this.emptyProvenance(false)
+      return false
+    }
+
+    const sameScope = scopesMatch(provenance.scope, this.scope)
+    const complete = this.provenance.complete && provenance.complete && sameScope
+    if (!complete) {
+      this.provenance = this.emptyProvenance(false)
+      return true
+    }
+
+    const entries = new Map(
+      this.provenance.entries.map((entry) => [
+        `${entry.name ?? ''}\u0000${entry.encryptedValue}`,
+        entry,
+      ])
+    )
+    for (const entry of provenance.entries) {
+      const scopedEntry: ResolvedSecretTraceProvenanceEntryV1 = {
+        encryptedValue: entry.encryptedValue,
+        ...(entry.name ? { name: entry.name } : {}),
+      }
+      entries.set(`${scopedEntry.name ?? ''}\u0000${scopedEntry.encryptedValue}`, scopedEntry)
+    }
+
+    const merged: ResolvedSecretTraceProvenanceV1 = {
+      version: 1,
+      complete: true,
+      entries: [...entries.values()],
+      ...(this.scope ? { scope: cloneProvenanceScope(this.scope) } : {}),
+    }
+    if (!isResolvedSecretTraceProvenanceV1(merged)) {
+      this.provenance = this.emptyProvenance(false)
+      return false
+    }
+
+    this.provenance = merged
+    return true
+  }
+
+  /** Marks the invocation incomplete and discards entries that can no longer be trusted. */
+  markIncomplete(): void {
+    this.provenance = this.emptyProvenance(false)
+  }
+
+  exportProvenance(): ResolvedSecretTraceProvenanceV1 {
+    return structuredClone(this.provenance)
+  }
+
+  private emptyProvenance(complete: boolean): ResolvedSecretTraceProvenanceV1 {
+    return {
+      version: 1,
+      complete,
+      entries: [],
+      ...(this.scope ? { scope: cloneProvenanceScope(this.scope) } : {}),
+    }
+  }
+}
+
+/**
+ * Tracks Secrets-tab values that were actually substituted through `{{NAME}}` during one run.
+ * The current catalog is inert until a successful resolution activates an entry.
+ */
+export class ResolvedSecretTraceRegistry {
+  private readonly catalog = new Map<string, ResolvedSecretTraceCatalogEntry>()
+  private catalogBytes = 0
+  private readonly activeEntries = new Map<string, ActiveSecretEntry>()
+  private activeProvenanceEntryBytes = 0
+  private complete = true
+  private readonly scope?: ResolvedSecretTraceScopeV1
+  private readonly completeProvenanceEnvelopeBytes: number
+
+  constructor(
+    catalogEntries: Iterable<ResolvedSecretTraceCatalogEntry> = [],
+    scope?: ResolvedSecretTraceScopeV1
+  ) {
+    this.scope = scope ? cloneProvenanceScope(scope) : undefined
+    this.completeProvenanceEnvelopeBytes = serializedProvenanceEnvelopeByteSize(true, this.scope)
+    if (this.completeProvenanceEnvelopeBytes > MAX_SERIALIZED_PROVENANCE_BYTES) {
+      this.markIncomplete()
+    }
+    let catalogEntriesSeen = 0
+    for (const entry of catalogEntries) {
+      catalogEntriesSeen++
+      if (catalogEntriesSeen > MAX_TRACE_CATALOG_ENTRIES) {
+        this.markIncomplete()
+        break
+      }
+      if (!this.addCatalogEntry(entry)) break
+    }
+  }
+
+  /** Activates a configured secret only when the resolved runtime value matches its catalog value. */
+  recordResolved(name: string, resolvedValue: string): boolean {
+    if (resolvedValue.length === 0) return false
+    const catalogEntry = this.catalog.get(name)
+    if (!catalogEntry || catalogEntry.plaintext !== resolvedValue) {
+      this.markIncomplete()
+      return false
+    }
+
+    this.addActiveEntry({ ...catalogEntry, anonymous: false })
+    return true
+  }
+
+  /** Imports encrypted provenance only from a boundary that has already established trust. */
+  async importProvenance(
+    provenance: unknown,
+    options: ImportResolvedSecretTraceProvenanceOptions
+  ): Promise<boolean> {
+    if (!options.trusted || !isResolvedSecretTraceProvenanceV1(provenance)) {
+      this.markIncomplete()
+      return false
+    }
+
+    if (!provenance.complete) {
+      this.markIncomplete()
+    }
+
+    const sameScope = scopesMatch(provenance.scope, this.scope)
+    let importedAll = true
+    for (const entry of provenance.entries) {
+      try {
+        const { decrypted } = await decryptSecret(entry.encryptedValue)
+        this.addActiveEntry({
+          name: entry.name ?? '',
+          plaintext: decrypted,
+          encryptedValue: entry.encryptedValue,
+          anonymous: options.anonymous === true || !sameScope || entry.name === undefined,
+        })
+      } catch {
+        importedAll = false
+        this.markIncomplete()
+      }
+    }
+
+    return importedAll
+  }
+
+  /** Imports all same-scope provenance, or only anonymous literals crossing a trust boundary. */
+  async importCrossingProvenance(
+    provenance: unknown,
+    crossingValue: unknown,
+    options: { trusted: boolean }
+  ): Promise<boolean> {
+    if (!options.trusted || !isResolvedSecretTraceProvenanceV1(provenance)) {
+      return this.importProvenance(provenance, { trusted: options.trusted })
+    }
+
+    if (scopesMatch(provenance.scope, this.scope)) {
+      return this.importProvenance(provenance, { trusted: true })
+    }
+
+    const sourceRegistry = new ResolvedSecretTraceRegistry([], provenance.scope)
+    const sourceImported = await sourceRegistry.importProvenance(provenance, { trusted: true })
+    const crossingProvenance = sourceRegistry.exportProvenanceForValue(crossingValue, {
+      anonymous: true,
+    })
+    const crossingImported = await this.importProvenance(crossingProvenance, { trusted: true })
+    return sourceImported && crossingImported
+  }
+
+  /** Returns deterministic literal replacements for the terminal TraceSpan projection. */
+  getActiveMatches(): readonly ResolvedSecretTraceMatch[] {
+    const candidatesByPlaintext = new Map<string, ActiveSecretEntry[]>()
+    for (const entry of this.activeEntries.values()) {
+      if (entry.plaintext.length === 0) continue
+      const candidates = candidatesByPlaintext.get(entry.plaintext) ?? []
+      candidates.push(entry)
+      candidatesByPlaintext.set(entry.plaintext, candidates)
+    }
+
+    const matches = [...candidatesByPlaintext.keys()].map((plaintext) => {
+      const candidates = candidatesByPlaintext.get(plaintext) ?? []
+      const anonymous = candidates.some((candidate) => candidate.anonymous)
+      const firstNamed = candidates
+        .filter((candidate) => !candidate.anonymous)
+        .sort((left, right) => compareStrings(left.name, right.name))[0]
+      const replacement = anonymous
+        ? ANONYMOUS_SECRET_TRACE_REPLACEMENT
+        : `{{${firstNamed?.name ?? ''}}}`
+
+      return { plaintext, replacement }
+    })
+
+    return matches.sort(
+      (left, right) =>
+        right.plaintext.length - left.plaintext.length ||
+        compareStrings(left.plaintext, right.plaintext) ||
+        compareStrings(left.replacement, right.replacement)
+    )
+  }
+
+  isComplete(): boolean {
+    return this.complete
+  }
+
+  markIncomplete(): void {
+    this.complete = false
+  }
+
+  /** Serializes only encrypted active values; plaintext never enters execution state. */
+  exportProvenance(): ResolvedSecretTraceProvenanceV1 {
+    const entries = this.complete
+      ? this.buildProvenanceEntries([...this.activeEntries.values()])
+      : []
+
+    return {
+      version: 1,
+      complete: this.complete,
+      entries,
+      ...(this.scope ? { scope: cloneProvenanceScope(this.scope) } : {}),
+    }
+  }
+
+  /**
+   * Exports only active provenance whose exact plaintext occurs in a cross-boundary value.
+   * Bounded traversal returns incomplete provenance instead of broadening to unrelated secrets.
+   */
+  exportProvenanceForValue(
+    value: unknown,
+    options: ExportResolvedSecretTraceProvenanceForValueOptions = {}
+  ): ResolvedSecretTraceProvenanceV1 {
+    if (!this.complete) return { version: 1, complete: false, entries: [] }
+
+    const candidatesByPlaintext = new Map<string, ActiveSecretEntry>()
+    const sortedActiveEntries = [...this.activeEntries.values()].sort(
+      (left, right) =>
+        compareStrings(left.name, right.name) ||
+        compareStrings(left.encryptedValue, right.encryptedValue)
+    )
+    for (const entry of sortedActiveEntries) {
+      if (entry.plaintext.length > 0 && !candidatesByPlaintext.has(entry.plaintext)) {
+        candidatesByPlaintext.set(entry.plaintext, entry)
+      }
+    }
+
+    const matchedEntries = new Map<string, ActiveSecretEntry>()
+    const pendingValues: unknown[] = [value]
+    const visited = new WeakSet<object>()
+    let scannedNodes = 0
+    let scannedCharacters = 0
+    let comparisons = 0
+    let enumeratedProperties = 0
+    let scanComplete = true
+
+    const scanString = (candidate: string): boolean => {
+      scannedCharacters += candidate.length
+      if (scannedCharacters > MAX_PROVENANCE_FILTER_CHARACTERS) return false
+
+      for (const [plaintext, entry] of candidatesByPlaintext) {
+        if (matchedEntries.has(plaintext)) continue
+        comparisons++
+        if (comparisons > MAX_PROVENANCE_FILTER_COMPARISONS) return false
+        if (candidate.includes(plaintext)) {
+          matchedEntries.set(plaintext, entry)
+        }
+      }
+      return true
+    }
+
+    const scanProperty = (key: string, descriptor: PropertyDescriptor): boolean => {
+      if (scannedNodes + pendingValues.length >= MAX_PROVENANCE_FILTER_NODES) return false
+      scannedNodes++
+      if (!scanString(key)) return false
+      if (matchedEntries.size >= candidatesByPlaintext.size) return true
+
+      if ('value' in descriptor) {
+        if (scannedNodes + pendingValues.length >= MAX_PROVENANCE_FILTER_NODES) return false
+        pendingValues.push(descriptor.value)
+      } else if (descriptor.enumerable) {
+        return false
+      }
+      return true
+    }
+
+    while (pendingValues.length > 0 && matchedEntries.size < candidatesByPlaintext.size) {
+      const current = pendingValues.pop()
+      scannedNodes++
+      if (scannedNodes > MAX_PROVENANCE_FILTER_NODES) {
+        scanComplete = false
+        break
+      }
+
+      if (
+        typeof current === 'string' ||
+        typeof current === 'number' ||
+        typeof current === 'boolean' ||
+        current === null
+      ) {
+        if (!scanString(String(current))) scanComplete = false
+        if (!scanComplete) break
+        continue
+      }
+
+      if (typeof current !== 'object' || visited.has(current)) {
+        continue
+      }
+      visited.add(current)
+
+      if (isLargeValueRef(current) || isLargeArrayManifest(current)) {
+        scanComplete = false
+        break
+      }
+
+      try {
+        for (const key of ERROR_CONTENT_PROPERTY_NAMES) {
+          const descriptor = Object.getOwnPropertyDescriptor(current, key)
+          if (descriptor && !descriptor.enumerable && !scanProperty(key, descriptor)) {
+            scanComplete = false
+            break
+          }
+          if (matchedEntries.size >= candidatesByPlaintext.size) break
+        }
+        if (!scanComplete || matchedEntries.size >= candidatesByPlaintext.size) break
+
+        for (const key in current as Record<string, unknown>) {
+          enumeratedProperties++
+          if (enumeratedProperties > MAX_PROVENANCE_FILTER_NODES) {
+            scanComplete = false
+            break
+          }
+
+          const descriptor = Object.getOwnPropertyDescriptor(current, key)
+          if (!descriptor) continue
+          if (!scanProperty(key, descriptor)) {
+            scanComplete = false
+            break
+          }
+          if (matchedEntries.size >= candidatesByPlaintext.size) break
+        }
+        if (!scanComplete) break
+      } catch {
+        scanComplete = false
+        break
+      }
+    }
+
+    const complete = this.complete && scanComplete
+    const entries = complete
+      ? this.buildProvenanceEntries([...matchedEntries.values()], options.anonymous)
+      : []
+    return {
+      version: 1,
+      complete,
+      entries,
+      ...(this.scope ? { scope: cloneProvenanceScope(this.scope) } : {}),
+    }
+  }
+
+  private addActiveEntry(entry: ActiveSecretEntry): void {
+    const key = `${entry.anonymous ? 'anonymous' : entry.name}\u0000${entry.encryptedValue}`
+    if (this.activeEntries.has(key)) {
+      this.activeEntries.set(key, entry)
+      return
+    }
+
+    const entryBytes = serializedProvenanceEntryByteSize(toProvenanceEntry(entry))
+    const separatorBytes = this.activeEntries.size === 0 ? 0 : 1
+    if (
+      this.activeEntries.size >= MAX_PROVENANCE_ENTRIES ||
+      this.completeProvenanceEnvelopeBytes +
+        this.activeProvenanceEntryBytes +
+        separatorBytes +
+        entryBytes >
+        MAX_SERIALIZED_PROVENANCE_BYTES
+    ) {
+      this.markIncomplete()
+      return
+    }
+    this.activeEntries.set(key, entry)
+    this.activeProvenanceEntryBytes += separatorBytes + entryBytes
+  }
+
+  private addCatalogEntry(entry: ResolvedSecretTraceCatalogEntry): boolean {
+    const existing = this.catalog.get(entry.name)
+    const nextCatalogBytes =
+      this.catalogBytes -
+      (existing ? catalogEntryByteSize(existing) : 0) +
+      catalogEntryByteSize(entry)
+    const nextCatalogSize = this.catalog.size + (existing ? 0 : 1)
+    if (nextCatalogSize > MAX_TRACE_CATALOG_ENTRIES || nextCatalogBytes > MAX_TRACE_CATALOG_BYTES) {
+      this.markIncomplete()
+      return false
+    }
+
+    this.catalog.set(entry.name, { ...entry })
+    this.catalogBytes = nextCatalogBytes
+    return true
+  }
+
+  private buildProvenanceEntries(
+    activeEntries: ActiveSecretEntry[],
+    forceAnonymous = false
+  ): ResolvedSecretTraceProvenanceEntryV1[] {
+    return activeEntries
+      .sort(
+        (left, right) =>
+          compareStrings(left.name, right.name) ||
+          compareStrings(left.encryptedValue, right.encryptedValue)
+      )
+      .map((entry) => ({
+        ...toProvenanceEntry({ ...entry, anonymous: forceAnonymous || entry.anonymous }),
+      }))
+  }
+}
+
+/** Builds the effective workspace-over-personal catalog and restores trusted active provenance. */
+export async function createResolvedSecretTraceRegistry(
+  options: CreateResolvedSecretTraceRegistryOptions
+): Promise<ResolvedSecretTraceRegistry> {
+  const failedNames = new Set(options.decryptionFailures ?? [])
+  const registry = new ResolvedSecretTraceRegistry(
+    iterateEffectiveCatalogEntries(options, failedNames),
+    options.scope
+  )
+
+  if (options.restoredProvenance !== undefined) {
+    await registry.importProvenance(options.restoredProvenance, {
+      trusted: options.restoreTrusted === true,
+    })
+  } else if (options.requireRestoredProvenance) {
+    registry.markIncomplete()
+  }
+
+  return registry
+}
+
+/** Creates a scoped fail-closed registry when trusted catalog provenance is unavailable. */
+export function createIncompleteResolvedSecretTraceRegistry(
+  scope?: ResolvedSecretTraceScopeV1
+): ResolvedSecretTraceRegistry {
+  const registry = new ResolvedSecretTraceRegistry([], scope)
+  registry.markIncomplete()
+  return registry
+}
diff --git a/apps/sim/executor/variables/resolver.test.ts b/apps/sim/executor/variables/resolver.test.ts
index e7672297f4f..bd512bfa464 100644
--- a/apps/sim/executor/variables/resolver.test.ts
+++ b/apps/sim/executor/variables/resolver.test.ts
@@ -9,6 +9,7 @@ import {
 import { BlockType } from '@/executor/constants'
 import { ExecutionState } from '@/executor/execution/state'
 import type { ExecutionContext } from '@/executor/types'
+import { ResolvedSecretTraceRegistry } from '@/executor/utils/resolved-secret-trace-registry'
 import { VariableResolver } from '@/executor/variables/resolver'
 import { navigatePathAsync } from '@/executor/variables/resolvers/reference-async.server'
 import type { SerializedBlock, SerializedWorkflow } from '@/serializer/types'
@@ -114,6 +115,27 @@ function createResolver(
 }
 
 describe('VariableResolver function block inputs', () => {
+  it('records a secret reached through workflow-variable indirection', async () => {
+    const { ctx, resolver } = createResolver()
+    const registry = new ResolvedSecretTraceRegistry([
+      { name: 'TOKEN', plaintext: 'resolved-secret', encryptedValue: 'ciphertext' },
+    ])
+    ctx.workflowVariables = {
+      'var-1': { id: 'var-1', name: 'indirect', type: 'string', value: '{{TOKEN}}' },
+    }
+    ctx.environmentVariables = { TOKEN: 'resolved-secret' }
+    ctx.resolvedSecretTraceRegistry = registry
+
+    const result = await resolver.resolveInputs(ctx, 'function', {
+      value: '<variable.indirect>',
+    })
+
+    expect(result.value).toBe('resolved-secret')
+    expect(registry.getActiveMatches()).toEqual([
+      { plaintext: 'resolved-secret', replacement: '{{TOKEN}}' },
+    ])
+  })
+
   it('returns empty inputs when params are missing', async () => {
     const { block, ctx, resolver } = createResolver()
 
diff --git a/apps/sim/executor/variables/resolvers/env.test.ts b/apps/sim/executor/variables/resolvers/env.test.ts
index b9fa9658343..72f72e65b30 100644
--- a/apps/sim/executor/variables/resolvers/env.test.ts
+++ b/apps/sim/executor/variables/resolvers/env.test.ts
@@ -1,4 +1,5 @@
 import { describe, expect, it } from 'vitest'
+import { ResolvedSecretTraceRegistry } from '@/executor/utils/resolved-secret-trace-registry'
 import { EnvResolver } from './env'
 import type { ResolutionContext } from './reference'
 
@@ -48,6 +49,23 @@ describe('EnvResolver', () => {
   })
 
   describe('resolve', () => {
+    it('records only successful Secrets-tab substitutions', () => {
+      const resolver = new EnvResolver()
+      const registry = new ResolvedSecretTraceRegistry([
+        { name: 'API_KEY', plaintext: 'secret-api-key', encryptedValue: 'ciphertext' },
+      ])
+      const ctx = createTestContext({ API_KEY: 'secret-api-key' })
+      ctx.executionContext.resolvedSecretTraceRegistry = registry
+
+      expect(resolver.resolve('{{MISSING}}', ctx)).toBe('{{MISSING}}')
+      expect(registry.getActiveMatches()).toEqual([])
+
+      expect(resolver.resolve('{{API_KEY}}', ctx)).toBe('secret-api-key')
+      expect(registry.getActiveMatches()).toEqual([
+        { plaintext: 'secret-api-key', replacement: '{{API_KEY}}' },
+      ])
+    })
+
     it.concurrent('should resolve existing environment variable', () => {
       const resolver = new EnvResolver()
       const ctx = createTestContext({ API_KEY: 'secret-api-key' })
diff --git a/apps/sim/executor/variables/resolvers/env.ts b/apps/sim/executor/variables/resolvers/env.ts
index fb5ee3ac6e5..c0ddfeef259 100644
--- a/apps/sim/executor/variables/resolvers/env.ts
+++ b/apps/sim/executor/variables/resolvers/env.ts
@@ -16,6 +16,9 @@ export class EnvResolver implements Resolver {
     if (value === undefined) {
       return reference
     }
+    if (Object.hasOwn(context.executionContext.environmentVariables, varName)) {
+      context.executionContext.resolvedSecretTraceRegistry?.recordResolved(varName, value)
+    }
     return value
   }
 }
diff --git a/apps/sim/hooks/queries/logs.ts b/apps/sim/hooks/queries/logs.ts
index 772fb28de48..76bb3fbd255 100644
--- a/apps/sim/hooks/queries/logs.ts
+++ b/apps/sim/hooks/queries/logs.ts
@@ -375,12 +375,22 @@ export function useCancelExecution(workspaceId: string) {
 export function useRetryExecution() {
   const queryClient = useQueryClient()
   return useMutation({
-    mutationFn: async ({ workflowId, input }: { workflowId: string; input?: unknown }) => {
+    mutationFn: async ({
+      workflowId,
+      executionId,
+    }: {
+      workflowId: string
+      executionId: string
+    }) => {
       // boundary-raw-fetch: stream response, body is a ReadableStream consumed one chunk at a time
       const res = await fetch(`/api/workflows/${workflowId}/execute`, {
         method: 'POST',
         headers: { 'Content-Type': 'application/json' },
-        body: JSON.stringify({ input, triggerType: 'manual', stream: true }),
+        body: JSON.stringify({
+          inputFromExecutionId: executionId,
+          triggerType: 'manual',
+          stream: true,
+        }),
       })
       if (!res.ok) {
         const data = await res.json().catch(() => ({}))
diff --git a/apps/sim/hooks/use-execution-stream.ts b/apps/sim/hooks/use-execution-stream.ts
index a27c1ab4ce4..100b6c0e649 100644
--- a/apps/sim/hooks/use-execution-stream.ts
+++ b/apps/sim/hooks/use-execution-stream.ts
@@ -210,7 +210,8 @@ export interface ExecuteStreamOptions {
 export interface ExecuteFromBlockOptions {
   workflowId: string
   startBlockId: string
-  sourceSnapshot: SerializableExecutionState
+  sourceSnapshot?: SerializableExecutionState
+  sourceExecutionId?: string
   input?: any
   onExecutionId?: (executionId: string) => void
   callbacks?: ExecutionStreamCallbacks
@@ -348,6 +349,7 @@ export function useExecutionStream() {
       workflowId,
       startBlockId,
       sourceSnapshot,
+      sourceExecutionId,
       input,
       onExecutionId,
       callbacks = {},
@@ -370,7 +372,11 @@ export function useExecutionStream() {
         body: JSON.stringify({
           stream: true,
           input,
-          runFromBlock: { startBlockId, sourceSnapshot },
+          runFromBlock: {
+            startBlockId,
+            ...(sourceExecutionId ? { executionId: sourceExecutionId } : {}),
+            ...(sourceSnapshot ? { sourceSnapshot } : {}),
+          },
         }),
         signal: abortController.signal,
       })
diff --git a/apps/sim/lib/api/contracts/workflows.test.ts b/apps/sim/lib/api/contracts/workflows.test.ts
index 7b488d9d631..5880d7730df 100644
--- a/apps/sim/lib/api/contracts/workflows.test.ts
+++ b/apps/sim/lib/api/contracts/workflows.test.ts
@@ -28,6 +28,12 @@ describe('workflow contracts', () => {
     })
   })
 
+  it('accepts a trusted prior-execution input reference', () => {
+    expect(
+      executeWorkflowBodySchema.parse({ inputFromExecutionId: 'execution-123' })
+    ).toMatchObject({ inputFromExecutionId: 'execution-123' })
+  })
+
   it('normalizes null React Flow edge handles in execution overrides', () => {
     const parsed = executeWorkflowBodySchema.parse({
       workflowStateOverride: {
diff --git a/apps/sim/lib/api/contracts/workflows.ts b/apps/sim/lib/api/contracts/workflows.ts
index 60db7b61c7c..c254daf74ff 100644
--- a/apps/sim/lib/api/contracts/workflows.ts
+++ b/apps/sim/lib/api/contracts/workflows.ts
@@ -360,6 +360,8 @@ export const executeWorkflowBodySchema = z.object({
   includeToolCalls: z.boolean().optional().default(false),
   useDraftState: z.boolean().optional(),
   input: z.any().optional(),
+  /** Trusted server-side reuse of a prior execution's raw workflow input. */
+  inputFromExecutionId: executionIdSchema.optional(),
   isClientSession: z.boolean().optional(),
   includeFileBase64: z.boolean().optional().default(true),
   base64MaxBytes: z.number().int().positive().optional(),
diff --git a/apps/sim/lib/copilot/mcp-tools.test.ts b/apps/sim/lib/copilot/mcp-tools.test.ts
index 60c7de69f11..19583f5e92c 100644
--- a/apps/sim/lib/copilot/mcp-tools.test.ts
+++ b/apps/sim/lib/copilot/mcp-tools.test.ts
@@ -11,7 +11,7 @@ const { discoverServerTools, validateMcpToolsAllowed } = vi.hoisted(() => ({
 vi.mock('@/lib/mcp/service', () => ({ mcpService: { discoverServerTools } }))
 vi.mock('@/ee/access-control/utils/permission-check', () => ({ validateMcpToolsAllowed }))
 
-import { buildSelectedMcpToolSchemas, buildTaggedMcpToolSchemas } from './mcp-tools'
+import { buildSelectedMcpToolSchemas, buildTaggedMcpToolSchemas } from '@/lib/copilot/mcp-tools'
 
 describe('mothership MCP tool schemas', () => {
   beforeEach(() => {
@@ -50,19 +50,130 @@ describe('mothership MCP tool schemas', () => {
     ])
   })
 
+  it('reports tagged-server discovery provenance without placing it in tool schemas', async () => {
+    const provenance = {
+      version: 1,
+      complete: true,
+      entries: [{ name: 'MCP_TOKEN', encryptedValue: 'encrypted-token' }],
+      scope: { userId: 'user-1', workspaceId: 'ws-1' },
+    }
+    discoverServerTools.mockImplementationOnce(
+      async (
+        _userId: string,
+        _serverId: string,
+        _workspaceId: string,
+        _forceRefresh: boolean,
+        report: (value: unknown) => void
+      ) => {
+        report(provenance)
+        return [
+          {
+            serverId: 'mcp-server-1',
+            name: 'search',
+            description: 'Search docs',
+            inputSchema: { type: 'object' },
+          },
+        ]
+      }
+    )
+    const recordProvenance = vi.fn()
+
+    const tools = await buildTaggedMcpToolSchemas(
+      'user-1',
+      'ws-1',
+      ['mcp-server-1'],
+      recordProvenance
+    )
+
+    expect(discoverServerTools).toHaveBeenCalledWith(
+      'user-1',
+      'mcp-server-1',
+      'ws-1',
+      false,
+      expect.any(Function)
+    )
+    expect(recordProvenance).toHaveBeenCalledWith(provenance)
+    expect(JSON.stringify(tools)).not.toContain('encrypted-token')
+    expect(JSON.stringify(tools)).not.toContain('resolvedSecretTraceProvenance')
+  })
+
+  it('reports incomplete provenance when tagged-server discovery returns no report', async () => {
+    discoverServerTools.mockResolvedValue([])
+    const recordProvenance = vi.fn()
+
+    await buildTaggedMcpToolSchemas('user-1', 'ws-1', ['mcp-server-1'], recordProvenance)
+
+    expect(recordProvenance).toHaveBeenCalledWith({
+      version: 1,
+      complete: false,
+      entries: [],
+      scope: { userId: 'user-1', workspaceId: 'ws-1' },
+    })
+  })
+
   it('uses a selected block tool cached schema without discovering the server', async () => {
-    const tools = await buildSelectedMcpToolSchemas('user-1', 'ws-1', [
-      {
-        type: 'mcp',
-        params: { serverId: 'mcp-server-1', toolName: 'search', serverName: 'Docs' },
-        schema: { type: 'object', properties: { query: { type: 'string' } } },
-      },
-    ])
+    const recordProvenance = vi.fn()
+    const tools = await buildSelectedMcpToolSchemas(
+      'user-1',
+      'ws-1',
+      [
+        {
+          type: 'mcp',
+          params: { serverId: 'mcp-server-1', toolName: 'search', serverName: 'Docs' },
+          schema: { type: 'object', properties: { query: { type: 'string' } } },
+        },
+      ],
+      recordProvenance
+    )
 
     expect(discoverServerTools).not.toHaveBeenCalled()
+    expect(recordProvenance).not.toHaveBeenCalled()
     expect(tools[0]).toMatchObject({
       name: 'mcp-server-1-search',
       input_schema: { type: 'object', properties: { query: { type: 'string' } } },
     })
   })
+
+  it('reports provenance from selected tools that require server discovery', async () => {
+    const provenance = {
+      version: 1,
+      complete: true,
+      entries: [{ name: 'MCP_TOKEN', encryptedValue: 'encrypted-token' }],
+      scope: { userId: 'user-1', workspaceId: 'ws-1' },
+    }
+    discoverServerTools.mockImplementationOnce(
+      async (
+        _userId: string,
+        _serverId: string,
+        _workspaceId: string,
+        _forceRefresh: boolean,
+        report: (value: unknown) => void
+      ) => {
+        report(provenance)
+        return [
+          {
+            serverId: 'mcp-server-1',
+            name: 'search',
+            inputSchema: { type: 'object' },
+          },
+        ]
+      }
+    )
+    const recordProvenance = vi.fn()
+
+    const tools = await buildSelectedMcpToolSchemas(
+      'user-1',
+      'ws-1',
+      [
+        {
+          type: 'mcp',
+          params: { serverId: 'mcp-server-1', toolName: 'search' },
+        },
+      ],
+      recordProvenance
+    )
+
+    expect(recordProvenance).toHaveBeenCalledWith(provenance)
+    expect(tools[0]).toMatchObject({ name: 'mcp-server-1-search' })
+  })
 })
diff --git a/apps/sim/lib/copilot/mcp-tools.ts b/apps/sim/lib/copilot/mcp-tools.ts
index 24856365e08..7d915035ca7 100644
--- a/apps/sim/lib/copilot/mcp-tools.ts
+++ b/apps/sim/lib/copilot/mcp-tools.ts
@@ -8,6 +8,8 @@ import type { ToolInput } from '@/executor/handlers/agent/types'
 
 const logger = createLogger('CopilotMcpTools')
 
+type ResolvedSecretTraceProvenanceCallback = (provenance: unknown) => void
+
 function toMothershipMcpTool(tool: {
   serverId: string
   serverName?: string
@@ -51,11 +53,26 @@ function dedupeMcpTools(tools: ToolSchema[]): ToolSchema[] {
 async function discoverServerTools(
   userId: string,
   workspaceId: string,
-  serverId: string
+  serverId: string,
+  onResolvedSecretTraceProvenance?: ResolvedSecretTraceProvenanceCallback
 ): Promise<McpTool[]> {
+  let provenanceReported = false
   try {
     const { mcpService } = await import('@/lib/mcp/service')
-    return await mcpService.discoverServerTools(userId, serverId, workspaceId)
+    if (!onResolvedSecretTraceProvenance) {
+      return await mcpService.discoverServerTools(userId, serverId, workspaceId)
+    }
+
+    return await mcpService.discoverServerTools(
+      userId,
+      serverId,
+      workspaceId,
+      false,
+      (provenance) => {
+        provenanceReported = true
+        onResolvedSecretTraceProvenance(provenance)
+      }
+    )
   } catch (error) {
     logger.warn('Failed to resolve tagged MCP server tools', {
       serverId,
@@ -63,6 +80,15 @@ async function discoverServerTools(
       error: toError(error).message,
     })
     return []
+  } finally {
+    if (onResolvedSecretTraceProvenance && !provenanceReported) {
+      onResolvedSecretTraceProvenance({
+        version: 1,
+        complete: false,
+        entries: [],
+        scope: { userId, workspaceId },
+      })
+    }
   }
 }
 
@@ -73,14 +99,17 @@ async function discoverServerTools(
 export async function buildTaggedMcpToolSchemas(
   userId: string,
   workspaceId: string,
-  serverIds: string[]
+  serverIds: string[],
+  onResolvedSecretTraceProvenance?: ResolvedSecretTraceProvenanceCallback
 ): Promise<ToolSchema[]> {
   const uniqueServerIds = [...new Set(serverIds.filter(Boolean))]
   if (uniqueServerIds.length === 0) return []
 
   await validateMcpToolsAllowed(userId, workspaceId)
   const discovered = await Promise.all(
-    uniqueServerIds.map((serverId) => discoverServerTools(userId, workspaceId, serverId))
+    uniqueServerIds.map((serverId) =>
+      discoverServerTools(userId, workspaceId, serverId, onResolvedSecretTraceProvenance)
+    )
   )
   return dedupeMcpTools(discovered.flat().map(toMothershipMcpTool))
 }
@@ -93,7 +122,8 @@ export async function buildTaggedMcpToolSchemas(
 export async function buildSelectedMcpToolSchemas(
   userId: string,
   workspaceId: string,
-  selections: ToolInput[]
+  selections: ToolInput[],
+  onResolvedSecretTraceProvenance?: ResolvedSecretTraceProvenanceCallback
 ): Promise<ToolSchema[]> {
   const selected = selections.filter(
     (tool) =>
@@ -130,7 +160,12 @@ export async function buildSelectedMcpToolSchemas(
 
       let discovery = discoveredByServer.get(serverId)
       if (!discovery) {
-        discovery = discoverServerTools(userId, workspaceId, serverId)
+        discovery = discoverServerTools(
+          userId,
+          workspaceId,
+          serverId,
+          onResolvedSecretTraceProvenance
+        )
         discoveredByServer.set(serverId, discovery)
       }
       const match = (await discovery).find((tool) => tool.name === toolName)
diff --git a/apps/sim/lib/copilot/request/lifecycle/run.test.ts b/apps/sim/lib/copilot/request/lifecycle/run.test.ts
index 859ae7a7d44..46cfd2f19c2 100644
--- a/apps/sim/lib/copilot/request/lifecycle/run.test.ts
+++ b/apps/sim/lib/copilot/request/lifecycle/run.test.ts
@@ -10,6 +10,7 @@ import {
 } from '@sim/testing'
 import { afterAll, beforeEach, describe, expect, it, vi } from 'vitest'
 import type { ExecutionContext, StreamingContext } from '@/lib/copilot/request/types'
+import type { ResolvedSecretTraceRegistry } from '@/executor/utils/resolved-secret-trace-registry'
 
 const mockGetEffectiveDecryptedEnv = environmentUtilsMockFns.mockGetEffectiveDecryptedEnv
 
@@ -148,6 +149,44 @@ describe('runCopilotLifecycle', () => {
     mockGetMothershipSourceEnvHeaders.mockReturnValue({})
   })
 
+  it('threads trace provenance through server execution context only', async () => {
+    const registry = {} as ResolvedSecretTraceRegistry
+    const executionContext: ExecutionContext = {
+      userId: 'user-1',
+      workflowId: '',
+      workspaceId: 'ws-1',
+      decryptedEnvVars: {},
+    }
+    let capturedExecutionContext: ExecutionContext | undefined
+    let capturedRequestBody = ''
+    mockRunStreamLoop.mockImplementationOnce(
+      async (
+        _url: string,
+        request: RequestInit,
+        _streamingContext: StreamingContext,
+        context: ExecutionContext
+      ) => {
+        capturedExecutionContext = context
+        capturedRequestBody = String(request.body)
+      }
+    )
+
+    await runCopilotLifecycle(
+      { message: 'hello', messageId: 'stream-private-context' },
+      {
+        userId: 'user-1',
+        workspaceId: 'ws-1',
+        executionContext,
+        resolvedSecretTraceRegistry: registry,
+      }
+    )
+
+    expect(capturedExecutionContext?.resolvedSecretTraceRegistry).toBe(registry)
+    expect(capturedRequestBody).not.toContain('resolvedSecretTraceRegistry')
+    expect(capturedRequestBody).not.toContain('resolved-secret-provenance')
+    expect(executionContext).not.toHaveProperty('resolvedSecretTraceRegistry')
+  })
+
   describe('tool permission feature flag', () => {
     const runMothershipTurn = () =>
       runCopilotLifecycle(
diff --git a/apps/sim/lib/copilot/request/lifecycle/run.ts b/apps/sim/lib/copilot/request/lifecycle/run.ts
index 40d100148a9..6eb5888b630 100644
--- a/apps/sim/lib/copilot/request/lifecycle/run.ts
+++ b/apps/sim/lib/copilot/request/lifecycle/run.ts
@@ -62,6 +62,7 @@ import {
   isHosted,
 } from '@/lib/core/config/env-flags'
 import { getEffectiveDecryptedEnv } from '@/lib/environment/utils'
+import type { ResolvedSecretTraceRegistry } from '@/executor/utils/resolved-secret-trace-registry'
 
 const logger = createLogger('CopilotLifecycle')
 
@@ -95,6 +96,7 @@ export interface CopilotLifecycleOptions extends OrchestratorOptions {
   onGoTraceId?: (goTraceId: string) => void
   executionContext?: ExecutionContext
   billingAttribution?: BillingAttributionSnapshot
+  resolvedSecretTraceRegistry?: ResolvedSecretTraceRegistry
 }
 
 /**
@@ -161,6 +163,9 @@ export async function runCopilotLifecycle(
             abortSignal: options.abortSignal,
             billingAttribution:
               options.billingAttribution ?? options.executionContext.billingAttribution,
+            ...(options.resolvedSecretTraceRegistry
+              ? { resolvedSecretTraceRegistry: options.resolvedSecretTraceRegistry }
+              : {}),
           },
         }
       : {}),
@@ -177,6 +182,7 @@ export async function runCopilotLifecycle(
       runId: resolvedRunId,
       abortSignal: lifecycleOptions.abortSignal,
       billingAttribution: lifecycleOptions.billingAttribution,
+      resolvedSecretTraceRegistry: lifecycleOptions.resolvedSecretTraceRegistry,
     }))
   const shouldUseHostedBillingProtocol = isHosted && isCopilotBillingAttributionV1Enabled
   if (
@@ -993,6 +999,7 @@ async function buildExecutionContext(
     runId?: string
     abortSignal?: AbortSignal
     billingAttribution?: BillingAttributionSnapshot
+    resolvedSecretTraceRegistry?: ResolvedSecretTraceRegistry
   }
 ): Promise<ExecutionContext> {
   const {
@@ -1004,6 +1011,7 @@ async function buildExecutionContext(
     runId,
     abortSignal,
     billingAttribution,
+    resolvedSecretTraceRegistry,
   } = params
   const userTimezone =
     typeof requestPayload?.userTimezone === 'string' ? requestPayload.userTimezone : undefined
@@ -1039,6 +1047,9 @@ async function buildExecutionContext(
   execContext.runId = runId
   execContext.abortSignal = abortSignal
   if (billingAttribution) execContext.billingAttribution = billingAttribution
+  if (resolvedSecretTraceRegistry) {
+    execContext.resolvedSecretTraceRegistry = resolvedSecretTraceRegistry
+  }
   return execContext
 }
 
diff --git a/apps/sim/lib/copilot/tool-executor/executor.test.ts b/apps/sim/lib/copilot/tool-executor/executor.test.ts
index b3cb29d508c..2342f31efbe 100644
--- a/apps/sim/lib/copilot/tool-executor/executor.test.ts
+++ b/apps/sim/lib/copilot/tool-executor/executor.test.ts
@@ -4,6 +4,7 @@
 
 import { beforeEach, describe, expect, it, vi } from 'vitest'
 import { DEFAULT_EXECUTION_TIMEOUT_MS } from '@/lib/execution/constants'
+import type { ResolvedSecretTraceRegistry } from '@/executor/utils/resolved-secret-trace-registry'
 
 const { isKnownTool, isSimExecuted, isClientExecuted } = vi.hoisted(() => ({
   isKnownTool: vi.fn(),
@@ -111,6 +112,35 @@ describe('copilot tool executor fallback', () => {
     expect(appParams._context).not.toHaveProperty('billingAttribution')
   })
 
+  it('passes trace provenance out-of-band without exposing it in app tool parameters', async () => {
+    isKnownTool.mockReturnValue(false)
+    isSimExecuted.mockReturnValue(false)
+    executeAppTool.mockResolvedValue({ success: true, output: { result: 'unchanged' } })
+    const registry = {} as ResolvedSecretTraceRegistry
+
+    const result = await executeTool(
+      'gmail_read',
+      { query: 'hello' },
+      {
+        userId: 'user-1',
+        workflowId: 'workflow-1',
+        resolvedSecretTraceRegistry: registry,
+      }
+    )
+
+    expect(executeAppTool).toHaveBeenCalledWith(
+      'gmail_read',
+      expect.objectContaining({
+        query: 'hello',
+        _context: expect.not.objectContaining({ resolvedSecretTraceRegistry: expect.anything() }),
+      }),
+      { resolvedSecretTraceRegistry: registry }
+    )
+    const appParams = executeAppTool.mock.calls[0]?.[1]
+    expect(JSON.stringify(appParams)).not.toContain('resolvedSecretTraceRegistry')
+    expect(result).toEqual({ success: true, output: { result: 'unchanged' } })
+  })
+
   it('uses the registered handler for client-routed tools when running headless (Mothership block)', async () => {
     isKnownTool.mockReturnValue(true)
     isSimExecuted.mockReturnValue(false)
diff --git a/apps/sim/lib/copilot/tool-executor/executor.ts b/apps/sim/lib/copilot/tool-executor/executor.ts
index 0a5323f5e16..3b9efa8438b 100644
--- a/apps/sim/lib/copilot/tool-executor/executor.ts
+++ b/apps/sim/lib/copilot/tool-executor/executor.ts
@@ -55,7 +55,11 @@ export async function executeTool(
     (isSimExecuted(toolId) || (isClientExecuted(toolId) && hasHandler(toolId)))
   if (!canUseRegisteredHandler) {
     const appParams = buildAppToolParams(normalizedParams, context)
-    return executeAppTool(toolId, appParams)
+    return context.resolvedSecretTraceRegistry
+      ? executeAppTool(toolId, appParams, {
+          resolvedSecretTraceRegistry: context.resolvedSecretTraceRegistry,
+        })
+      : executeAppTool(toolId, appParams)
   }
 
   if (context.abortSignal?.aborted) {
diff --git a/apps/sim/lib/copilot/tool-executor/types.ts b/apps/sim/lib/copilot/tool-executor/types.ts
index 4bc8c9835ec..a08fda51758 100644
--- a/apps/sim/lib/copilot/tool-executor/types.ts
+++ b/apps/sim/lib/copilot/tool-executor/types.ts
@@ -1,5 +1,6 @@
 import type { BillingAttributionSnapshot } from '@/lib/billing/core/billing-attribution'
 import type { MothershipResource } from '@/lib/copilot/resources/types'
+import type { ResolvedSecretTraceRegistry } from '@/executor/utils/resolved-secret-trace-registry'
 
 export interface ToolExecutionContext {
   userId: string
@@ -24,6 +25,7 @@ export interface ToolExecutionContext {
   userTimezone?: string
   userPermission?: string
   decryptedEnvVars?: Record<string, string>
+  resolvedSecretTraceRegistry?: ResolvedSecretTraceRegistry
 }
 
 export interface ToolExecutionResult {
diff --git a/apps/sim/lib/copilot/tools/handlers/function-execute.test.ts b/apps/sim/lib/copilot/tools/handlers/function-execute.test.ts
index 3fc90655188..0320fb41f35 100644
--- a/apps/sim/lib/copilot/tools/handlers/function-execute.test.ts
+++ b/apps/sim/lib/copilot/tools/handlers/function-execute.test.ts
@@ -89,6 +89,32 @@ function mountedFiles() {
 
 const snapshotCacheOn = (flag: string) => Promise.resolve(flag === 'table-snapshot-cache')
 
+describe('executeFunctionExecute trace-secret provenance', () => {
+  beforeEach(() => {
+    vi.clearAllMocks()
+    mockExecuteTool.mockResolvedValue({ success: true })
+  })
+
+  it('forwards the registry only through server execution options', async () => {
+    const resolvedSecretTraceRegistry = { recordResolved: vi.fn() }
+
+    await executeFunctionExecute({ code: 'return {{API_KEY}}' }, {
+      userId: 'u1',
+      workspaceId: 'ws_1',
+      resolvedSecretTraceRegistry,
+    } as never)
+
+    expect(mockExecuteTool).toHaveBeenCalledWith(
+      'function_execute',
+      expect.not.objectContaining({ resolvedSecretTraceRegistry: expect.anything() }),
+      { resolvedSecretTraceRegistry }
+    )
+    const appParams = mockExecuteTool.mock.calls[0]?.[1] as Record<string, unknown>
+    expect(appParams._context).not.toHaveProperty('resolvedSecretTraceRegistry')
+    expect(JSON.stringify(appParams)).not.toContain('resolvedSecretTraceRegistry')
+  })
+})
+
 describe('executeFunctionExecute table mounts', () => {
   beforeEach(() => {
     vi.clearAllMocks()
diff --git a/apps/sim/lib/copilot/tools/handlers/function-execute.ts b/apps/sim/lib/copilot/tools/handlers/function-execute.ts
index ecb3c630ff0..e064b40d579 100644
--- a/apps/sim/lib/copilot/tools/handlers/function-execute.ts
+++ b/apps/sim/lib/copilot/tools/handlers/function-execute.ts
@@ -509,5 +509,9 @@ export async function executeFunctionExecute(
     enforceCredentialAccess: true,
   }
 
-  return executeAppTool('function_execute', enrichedParams)
+  return context.resolvedSecretTraceRegistry
+    ? executeAppTool('function_execute', enrichedParams, {
+        resolvedSecretTraceRegistry: context.resolvedSecretTraceRegistry,
+      })
+    : executeAppTool('function_execute', enrichedParams)
 }
diff --git a/apps/sim/lib/copilot/tools/handlers/workflow/mutations.test.ts b/apps/sim/lib/copilot/tools/handlers/workflow/mutations.test.ts
index 37d2ee42a92..097794dac06 100644
--- a/apps/sim/lib/copilot/tools/handlers/workflow/mutations.test.ts
+++ b/apps/sim/lib/copilot/tools/handlers/workflow/mutations.test.ts
@@ -23,6 +23,10 @@ afterAll(() => {
 
 import type { BillingAttributionSnapshot } from '@/lib/billing/core/billing-attribution'
 import type { ExecutionContext } from '@/lib/copilot/request/types'
+import {
+  ANONYMOUS_SECRET_TRACE_REPLACEMENT,
+  ResolvedSecretTraceRegistry,
+} from '@/executor/utils/resolved-secret-trace-registry'
 
 const {
   ensureWorkflowAccessMock,
@@ -39,6 +43,7 @@ const {
   checkAttributedUsageLimitsMock,
   reserveExecutionSlotMock,
   releaseExecutionSlotMock,
+  decryptSecretMock,
 } = vi.hoisted(() => ({
   ensureWorkflowAccessMock: vi.fn(),
   ensureWorkspaceAccessMock: vi.fn(),
@@ -54,6 +59,7 @@ const {
   checkAttributedUsageLimitsMock: vi.fn(),
   reserveExecutionSlotMock: vi.fn(),
   releaseExecutionSlotMock: vi.fn(),
+  decryptSecretMock: vi.fn(),
 }))
 
 vi.mock('@sim/audit', () => ({
@@ -79,6 +85,11 @@ vi.mock('@/lib/billing/calculations/usage-reservation', () => ({
   UsageReservationUnavailableError: class UsageReservationUnavailableError extends Error {},
 }))
 
+vi.mock('@/lib/core/security/encryption', () => ({
+  decryptSecret: decryptSecretMock,
+  encryptSecret: vi.fn(),
+}))
+
 vi.mock('@/lib/workflows/executor/execute-workflow', () => ({
   executeWorkflow: executeWorkflowMock,
 }))
@@ -297,6 +308,7 @@ describe('executeCreateWorkflow billing attribution', () => {
       payerUsage: { currentUsage: 1, limit: 10 },
     })
     reserveExecutionSlotMock.mockResolvedValue({ reserved: true, created: true })
+    decryptSecretMock.mockResolvedValue({ decrypted: 'secret-value' })
     listFoldersMock.mockResolvedValue([])
   })
 
@@ -580,6 +592,7 @@ describe('Copilot workflow execution billing attribution', () => {
       payerUsage: { currentUsage: 1, limit: 10 },
     })
     reserveExecutionSlotMock.mockResolvedValue({ reserved: true, created: true })
+    decryptSecretMock.mockResolvedValue({ decrypted: 'secret-value' })
   })
 
   async function expectBillingAttributionForwarded(
@@ -602,6 +615,178 @@ describe('Copilot workflow execution billing attribution', () => {
     )
   })
 
+  it('passes only input-crossing parent provenance to the child execution', async () => {
+    const registry = new ResolvedSecretTraceRegistry(
+      [
+        {
+          name: 'INPUT_SECRET',
+          plaintext: 'input-secret',
+          encryptedValue: 'input-ciphertext',
+        },
+        {
+          name: 'UNRELATED_SECRET',
+          plaintext: 'unrelated-secret',
+          encryptedValue: 'unrelated-ciphertext',
+        },
+      ],
+      { userId: 'user-1', workspaceId: 'workspace-1' }
+    )
+    registry.recordResolved('INPUT_SECRET', 'input-secret')
+    registry.recordResolved('UNRELATED_SECRET', 'unrelated-secret')
+    resolveTriggerRunOptionsMock.mockReturnValueOnce([
+      {
+        triggerBlockId: 'trigger-1',
+        blockName: 'Start',
+        mockPayload: { value: 'input-secret' },
+      },
+    ])
+    executeWorkflowMock.mockResolvedValueOnce({
+      success: true,
+      output: { ok: true },
+      logs: [],
+      metadata: { executionId: 'new-execution-1' },
+      executionState: {
+        resolvedSecretTraceProvenance: {
+          version: 1,
+          complete: true,
+          entries: [],
+          scope: { userId: 'user-1', workspaceId: 'workspace-1' },
+        },
+      },
+    })
+
+    const result = await executeRunWorkflow(
+      { workflowId: 'workflow-1', useMockPayload: true },
+      { ...executionContext, resolvedSecretTraceRegistry: registry }
+    )
+
+    expect(result.success).toBe(true)
+    expect(executeWorkflowMock.mock.calls[0]?.[2]).toEqual({ value: 'input-secret' })
+    expect(executeWorkflowMock.mock.calls[0]?.[4]).toEqual(
+      expect.objectContaining({
+        trustedInitialResolvedSecretTraceProvenance: {
+          version: 1,
+          complete: true,
+          entries: [{ name: 'INPUT_SECRET', encryptedValue: 'input-ciphertext' }],
+          scope: { userId: 'user-1', workspaceId: 'workspace-1' },
+        },
+      })
+    )
+    expect(JSON.stringify(result)).not.toContain('input-ciphertext')
+    expect(JSON.stringify(result)).not.toContain('unrelated-ciphertext')
+  })
+
+  it('imports child provenance without returning private metadata to the model', async () => {
+    const registry = new ResolvedSecretTraceRegistry([], {
+      userId: 'user-1',
+      workspaceId: 'workspace-1',
+    })
+    const context: ExecutionContext = {
+      ...executionContext,
+      resolvedSecretTraceRegistry: registry,
+    }
+    executeWorkflowMock.mockResolvedValueOnce({
+      success: true,
+      output: { value: 'secret-value' },
+      logs: [],
+      metadata: { executionId: 'new-execution-1' },
+      executionState: {
+        resolvedSecretTraceProvenance: {
+          version: 1,
+          complete: true,
+          entries: [{ name: 'API_KEY', encryptedValue: 'encrypted-secret' }],
+          scope: { userId: 'user-1', workspaceId: 'workspace-1' },
+        },
+      },
+    })
+
+    const result = await executeRunWorkflow(
+      { workflowId: 'workflow-1', useMockPayload: true },
+      context
+    )
+
+    expect(result).toMatchObject({
+      success: true,
+      output: { output: { value: 'secret-value' } },
+    })
+    expect(registry.getActiveMatches()).toEqual([
+      { plaintext: 'secret-value', replacement: '{{API_KEY}}' },
+    ])
+    expect(JSON.stringify(result)).not.toContain('__resolvedSecretTraceProvenance')
+    expect(JSON.stringify(result)).not.toContain('encrypted-secret')
+  })
+
+  it('marks provenance incomplete when child execution returns no trusted state', async () => {
+    const registry = new ResolvedSecretTraceRegistry()
+    const context: ExecutionContext = {
+      ...executionContext,
+      resolvedSecretTraceRegistry: registry,
+    }
+
+    const result = await executeRunWorkflow(
+      { workflowId: 'workflow-1', useMockPayload: true },
+      context
+    )
+
+    expect(result.success).toBe(true)
+    expect(registry.isComplete()).toBe(false)
+  })
+
+  it('filters and anonymizes cross-workspace child provenance to values that cross back', async () => {
+    const registry = new ResolvedSecretTraceRegistry([], {
+      userId: 'user-1',
+      workspaceId: 'workspace-1',
+    })
+    const context: ExecutionContext = {
+      ...executionContext,
+      resolvedSecretTraceRegistry: registry,
+    }
+    ensureWorkflowAccessMock.mockResolvedValueOnce({
+      workflow: {
+        id: 'workflow-2',
+        userId: 'owner-2',
+        workspaceId: 'workspace-2',
+        variables: {},
+      },
+    })
+    resolveBillingAttributionMock.mockResolvedValueOnce(childBillingAttribution)
+    decryptSecretMock.mockImplementation(async (encryptedValue: string) => ({
+      decrypted: encryptedValue === 'used-ciphertext' ? 'used-secret' : 'workspace-only-secret',
+    }))
+    executeWorkflowMock.mockResolvedValueOnce({
+      success: true,
+      output: { value: 'used-secret' },
+      logs: [],
+      metadata: { executionId: 'child-execution' },
+      executionState: {
+        resolvedSecretTraceProvenance: {
+          version: 1,
+          complete: true,
+          entries: [
+            { name: 'USED', encryptedValue: 'used-ciphertext' },
+            { name: 'WORKSPACE_ONLY', encryptedValue: 'workspace-only-ciphertext' },
+          ],
+          scope: { userId: 'user-1', workspaceId: 'workspace-2' },
+        },
+      },
+    })
+
+    const result = await executeRunWorkflow(
+      { workflowId: 'workflow-2', useMockPayload: true },
+      context
+    )
+
+    expect(result).toMatchObject({
+      success: true,
+      output: { output: { value: 'used-secret' } },
+    })
+    expect(registry.getActiveMatches()).toEqual([
+      { plaintext: 'used-secret', replacement: ANONYMOUS_SECRET_TRACE_REPLACEMENT },
+    ])
+    expect(JSON.stringify(result)).not.toContain('workspace-only-ciphertext')
+    expect(JSON.stringify(result)).not.toContain('__resolvedSecretTraceProvenance')
+  })
+
   it('passes immutable attribution when running until a block', async () => {
     await expectBillingAttributionForwarded(() =>
       executeRunWorkflowUntilBlock(
diff --git a/apps/sim/lib/copilot/tools/handlers/workflow/mutations.ts b/apps/sim/lib/copilot/tools/handlers/workflow/mutations.ts
index 8aea602d323..4a8823cd717 100644
--- a/apps/sim/lib/copilot/tools/handlers/workflow/mutations.ts
+++ b/apps/sim/lib/copilot/tools/handlers/workflow/mutations.ts
@@ -97,7 +97,9 @@ async function executeCopilotWorkflowTarget(params: {
   )
 
   try {
-    return await executeWorkflow(
+    const trustedInitialResolvedSecretTraceProvenance =
+      params.context.resolvedSecretTraceRegistry?.exportProvenanceForValue(params.input)
+    const result = await executeWorkflow(
       params.workflow,
       generateRequestId(),
       params.input,
@@ -105,10 +107,34 @@ async function executeCopilotWorkflowTarget(params: {
       {
         ...params.options,
         billingAttribution: admission.billingAttribution,
+        ...(trustedInitialResolvedSecretTraceProvenance
+          ? { trustedInitialResolvedSecretTraceProvenance }
+          : {}),
       },
       childExecutionId
     )
+    if (params.context.resolvedSecretTraceRegistry) {
+      await params.context.resolvedSecretTraceRegistry.importCrossingProvenance(
+        result.executionState?.resolvedSecretTraceProvenance,
+        { output: result.output, logs: result.logs, error: result.error },
+        { trusted: true }
+      )
+    }
+    return result
   } catch (error) {
+    if (params.context.resolvedSecretTraceRegistry) {
+      const executionResult = hasExecutionResult(error) ? error.executionResult : undefined
+      await params.context.resolvedSecretTraceRegistry.importCrossingProvenance(
+        executionResult?.executionState?.resolvedSecretTraceProvenance,
+        {
+          output: executionResult?.output,
+          logs: executionResult?.logs,
+          error: executionResult?.error,
+          thrownMessage: toError(error).message,
+        },
+        { trusted: true }
+      )
+    }
     if (admission.targetReservation) {
       await releaseExecutionSlot(childExecutionId)
     }
diff --git a/apps/sim/lib/copilot/tools/server/jobs/get-job-logs.test.ts b/apps/sim/lib/copilot/tools/server/jobs/get-job-logs.test.ts
new file mode 100644
index 00000000000..a77b0a606cb
--- /dev/null
+++ b/apps/sim/lib/copilot/tools/server/jobs/get-job-logs.test.ts
@@ -0,0 +1,131 @@
+/**
+ * @vitest-environment node
+ */
+import { dbChainMockFns, resetDbChainMock } from '@sim/testing'
+import { afterAll, beforeEach, describe, expect, it, vi } from 'vitest'
+
+const { checkWorkspaceAccessMock, materializeExecutionDataForDisplayMock } = vi.hoisted(() => ({
+  checkWorkspaceAccessMock: vi.fn(),
+  materializeExecutionDataForDisplayMock: vi.fn(),
+}))
+
+vi.mock('@/lib/workspaces/permissions/utils', () => ({
+  checkWorkspaceAccess: checkWorkspaceAccessMock,
+}))
+
+vi.mock('@/lib/logs/execution/trace-store', () => ({
+  materializeExecutionDataForDisplay: materializeExecutionDataForDisplayMock,
+}))
+
+import { getJobLogsServerTool } from './get-job-logs'
+
+const RAW_SECRET = 'sk-job-log-secret'
+const MASKED_SECRET = '{{OPENAI_API_KEY}}'
+const CONTEXT = { userId: 'user-1', workspaceId: 'workspace-1' }
+
+function jobLogRow(overrides: Record<string, unknown> = {}) {
+  return {
+    id: 'log-1',
+    executionId: 'execution-1',
+    status: 'success',
+    level: 'info',
+    trigger: 'schedule',
+    startedAt: new Date('2026-07-31T00:00:00.000Z'),
+    endedAt: new Date('2026-07-31T00:00:01.000Z'),
+    totalDurationMs: 1000,
+    executionData: {
+      finalOutput: { result: RAW_SECRET },
+      traceSpans: [{ id: 'span-1', output: { result: RAW_SECRET } }],
+    },
+    cost: null,
+    ...overrides,
+  }
+}
+
+describe('getJobLogsServerTool', () => {
+  afterAll(resetDbChainMock)
+
+  beforeEach(() => {
+    vi.clearAllMocks()
+    resetDbChainMock()
+    checkWorkspaceAccessMock.mockResolvedValue({ hasAccess: true })
+  })
+
+  it('returns the secret-safe log projection instead of raw successful output', async () => {
+    const row = jobLogRow()
+    dbChainMockFns.limit.mockResolvedValueOnce([row])
+    materializeExecutionDataForDisplayMock.mockResolvedValueOnce({
+      finalOutput: { result: MASKED_SECRET },
+      traceSpans: [
+        {
+          id: 'span-1',
+          name: 'Function 1',
+          type: 'function',
+          status: 'success',
+          duration: 1000,
+          startTime: '2026-07-31T00:00:00.000Z',
+          endTime: '2026-07-31T00:00:01.000Z',
+          output: { result: MASKED_SECRET },
+        },
+      ],
+    })
+
+    const result = await getJobLogsServerTool.execute(
+      { jobId: 'schedule-1', includeDetails: true },
+      CONTEXT
+    )
+
+    expect(result).toEqual([
+      expect.objectContaining({
+        executionId: 'execution-1',
+        output: { result: MASKED_SECRET },
+      }),
+    ])
+    expect(JSON.stringify(result)).not.toContain(RAW_SECRET)
+    expect(materializeExecutionDataForDisplayMock).toHaveBeenCalledWith(row.executionData, {
+      workspaceId: 'workspace-1',
+      workflowId: null,
+      executionId: 'execution-1',
+      userId: 'user-1',
+    })
+  })
+
+  it('does not fall back to raw output or errors when provenance is incomplete', async () => {
+    dbChainMockFns.limit.mockResolvedValueOnce([
+      jobLogRow({
+        status: 'error',
+        executionData: {
+          finalOutput: { error: RAW_SECRET },
+          error: RAW_SECRET,
+          traceSpans: [{ id: 'span-1', output: { error: RAW_SECRET } }],
+        },
+      }),
+    ])
+    materializeExecutionDataForDisplayMock.mockResolvedValueOnce({
+      traceSpans: [
+        {
+          id: 'span-1',
+          name: 'Function 1',
+          type: 'function',
+          status: 'error',
+          duration: 1000,
+          startTime: '2026-07-31T00:00:00.000Z',
+          endTime: '2026-07-31T00:00:01.000Z',
+        },
+      ],
+    })
+
+    const result = await getJobLogsServerTool.execute(
+      { jobId: 'schedule-1', includeDetails: true },
+      CONTEXT
+    )
+
+    expect(result).toEqual([
+      expect.not.objectContaining({
+        output: expect.anything(),
+        error: expect.anything(),
+      }),
+    ])
+    expect(JSON.stringify(result)).not.toContain(RAW_SECRET)
+  })
+})
diff --git a/apps/sim/lib/copilot/tools/server/jobs/get-job-logs.ts b/apps/sim/lib/copilot/tools/server/jobs/get-job-logs.ts
index bdead9b45bc..f8c9c60c9bb 100644
--- a/apps/sim/lib/copilot/tools/server/jobs/get-job-logs.ts
+++ b/apps/sim/lib/copilot/tools/server/jobs/get-job-logs.ts
@@ -4,6 +4,7 @@ import { createLogger } from '@sim/logger'
 import { and, desc, eq } from 'drizzle-orm'
 import { GetScheduledTaskLogs } from '@/lib/copilot/generated/tool-catalog-v1'
 import type { BaseServerTool, ServerToolContext } from '@/lib/copilot/tools/server/base-tool'
+import { materializeExecutionDataForDisplay } from '@/lib/logs/execution/trace-store'
 import type { TraceSpan } from '@/lib/logs/types'
 import { checkWorkspaceAccess } from '@/lib/workspaces/permissions/utils'
 
@@ -188,34 +189,47 @@ export const getJobLogsServerTool: BaseServerTool<GetJobLogsArgs, JobLogEntry[]>
       .orderBy(desc(jobExecutionLogs.startedAt))
       .limit(executionId ? 1 : clampedLimit)
 
-    const entries: JobLogEntry[] = rows.map((row) => {
-      const executionData = row.executionData as any
-      const details = includeDetails ? extractOutputAndError(executionData) : null
-
-      const entry: JobLogEntry = {
-        executionId: row.executionId,
-        status: row.status,
-        trigger: row.trigger,
-        startedAt: row.startedAt.toISOString(),
-        endedAt: row.endedAt ? row.endedAt.toISOString() : null,
-        durationMs: row.totalDurationMs ?? null,
-      }
+    const entries: JobLogEntry[] = await Promise.all(
+      rows.map(async (row) => {
+        const executionData = await materializeExecutionDataForDisplay(
+          row.executionData as Record<string, unknown> | null,
+          {
+            workspaceId: wsId,
+            workflowId: null,
+            executionId: row.executionId,
+            userId: context.userId,
+          }
+        )
+        const details = includeDetails ? extractOutputAndError(executionData) : null
+
+        const entry: JobLogEntry = {
+          executionId: row.executionId,
+          status: row.status,
+          trigger: row.trigger,
+          startedAt: row.startedAt.toISOString(),
+          endedAt: row.endedAt ? row.endedAt.toISOString() : null,
+          durationMs: row.totalDurationMs ?? null,
+        }
 
-      if (details) {
-        if (details.error) entry.error = details.error
-        if (details.toolCalls.length > 0) entry.toolCalls = details.toolCalls
-        if (details.output) entry.output = details.output
-        if (details.cost) entry.cost = details.cost
-        if (details.tokens) entry.tokens = details.tokens
-      } else {
-        const errorMsg = executionData?.error || executionData?.traceSpans?.[0]?.output?.error
-        if (row.status === 'error' && errorMsg) {
-          entry.error = typeof errorMsg === 'string' ? errorMsg : JSON.stringify(errorMsg)
+        if (details) {
+          if (details.error) entry.error = details.error
+          if (details.toolCalls.length > 0) entry.toolCalls = details.toolCalls
+          if (details.output) entry.output = details.output
+          if (details.cost) entry.cost = details.cost
+          if (details.tokens) entry.tokens = details.tokens
+        } else {
+          const traceSpans = Array.isArray(executionData.traceSpans)
+            ? (executionData.traceSpans as TraceSpan[])
+            : []
+          const errorMsg = executionData.error || traceSpans[0]?.output?.error
+          if (row.status === 'error' && errorMsg) {
+            entry.error = typeof errorMsg === 'string' ? errorMsg : JSON.stringify(errorMsg)
+          }
         }
-      }
 
-      return entry
-    })
+        return entry
+      })
+    )
 
     logger.info('Job logs prepared', {
       jobId,
diff --git a/apps/sim/lib/core/telemetry.ts b/apps/sim/lib/core/telemetry.ts
index 125592d0ad7..a36c7ff28b2 100644
--- a/apps/sim/lib/core/telemetry.ts
+++ b/apps/sim/lib/core/telemetry.ts
@@ -18,7 +18,6 @@
 
 import { context, type Span, SpanStatusCode, trace } from '@opentelemetry/api'
 import { createLogger } from '@sim/logger'
-import { getErrorMessage, toError } from '@sim/utils/errors'
 import { TraceAttr } from '@/lib/copilot/generated/trace-attributes-v1'
 import type { TraceSpan } from '@/lib/logs/types'
 import { hostedKeyMetrics } from '@/lib/monitoring/metrics'
@@ -335,7 +334,6 @@ export function createOTelSpansForWorkflowExecution(params: {
   endTime: string
   totalDurationMs: number
   status: 'success' | 'error'
-  error?: string
 }): void {
   try {
     const tracer = getTracer()
@@ -358,11 +356,8 @@ export function createOTelSpansForWorkflowExecution(params: {
     if (params.status === 'error') {
       rootSpan.setStatus({
         code: SpanStatusCode.ERROR,
-        message: params.error || 'Workflow execution failed',
+        message: 'Workflow execution failed',
       })
-      if (params.error) {
-        rootSpan.recordException(new Error(params.error))
-      }
     } else {
       rootSpan.setStatus({ code: SpanStatusCode.OK })
     }
@@ -387,52 +382,6 @@ export function createOTelSpansForWorkflowExecution(params: {
   }
 }
 
-/**
- * Create a real-time OpenTelemetry span for a block execution
- * Can be called from block handlers during execution for real-time tracing
- */
-export async function traceBlockExecution<T>(
-  blockType: string,
-  blockId: string,
-  blockName: string,
-  fn: (span: Span) => Promise<T>
-): Promise<T> {
-  const tracer = getTracer()
-
-  const blockMapping = BLOCK_TYPE_MAPPING[blockType] || {
-    spanName: `block.${blockType}`,
-    spanKind: 'internal',
-    getAttributes: () => ({}),
-  }
-
-  return tracer.startActiveSpan(
-    blockMapping.spanName,
-    {
-      attributes: {
-        [TraceAttr.BlockType]: blockType,
-        [TraceAttr.BlockId]: blockId,
-        [TraceAttr.BlockName]: blockName,
-      },
-    },
-    async (span) => {
-      try {
-        const result = await fn(span)
-        span.setStatus({ code: SpanStatusCode.OK })
-        return result
-      } catch (error) {
-        span.setStatus({
-          code: SpanStatusCode.ERROR,
-          message: getErrorMessage(error, 'Block execution failed'),
-        })
-        span.recordException(toError(error))
-        throw error
-      } finally {
-        span.end()
-      }
-    }
-  )
-}
-
 /**
  * Track platform events (workflow creation, knowledge base operations, etc.)
  */
@@ -672,7 +621,6 @@ export const PlatformEvents = {
     blocksExecuted: number
     hasErrors: boolean
     totalCost?: number
-    errorMessage?: string
   }) => {
     trackPlatformEvent('platform.workflow.executed', {
       'workflow.id': attrs.workflowId,
@@ -682,7 +630,6 @@ export const PlatformEvents = {
       'execution.blocks_executed': attrs.blocksExecuted,
       'execution.has_errors': attrs.hasErrors,
       ...(attrs.totalCost !== undefined && { 'execution.total_cost': attrs.totalCost }),
-      ...(attrs.errorMessage && { 'execution.error_message': attrs.errorMessage }),
     })
   },
 
diff --git a/apps/sim/lib/data-drains/sources/job-logs.ts b/apps/sim/lib/data-drains/sources/job-logs.ts
index dcb2d9c98c5..d842fefbfa8 100644
--- a/apps/sim/lib/data-drains/sources/job-logs.ts
+++ b/apps/sim/lib/data-drains/sources/job-logs.ts
@@ -1,6 +1,7 @@
 import { dbReplica } from '@sim/db'
 import { jobExecutionLogs } from '@sim/db/schema'
 import { and, inArray, isNotNull } from 'drizzle-orm'
+import { MATERIALIZE_CONCURRENCY, mapWithConcurrency } from '@/lib/core/utils/concurrency'
 import {
   decodeTimeCursor,
   encodeTimeCursor,
@@ -10,6 +11,7 @@ import {
 } from '@/lib/data-drains/sources/cursor'
 import { getOrganizationWorkspaceIds } from '@/lib/data-drains/sources/helpers'
 import type { Cursor, DrainSource, SourcePageInput } from '@/lib/data-drains/types'
+import { materializeExecutionDataForDisplay } from '@/lib/logs/execution/trace-store'
 
 type JobLogRow = typeof jobExecutionLogs.$inferSelect
 
@@ -40,6 +42,16 @@ async function* pages(input: SourcePageInput): AsyncIterable<JobLogRow[]> {
       .limit(input.chunkSize)
 
     if (rows.length === 0) return
+    const displayExecutionData = await mapWithConcurrency(rows, MATERIALIZE_CONCURRENCY, (row) =>
+      materializeExecutionDataForDisplay(row.executionData as Record<string, unknown> | null, {
+        workspaceId: row.workspaceId,
+        workflowId: null,
+        executionId: row.executionId,
+      })
+    )
+    for (let index = 0; index < rows.length; index += 1) {
+      rows[index].executionData = displayExecutionData[index] as JobLogRow['executionData']
+    }
     yield rows
     const last = rows[rows.length - 1]
     cursor = { ts: last.endedAt!.toISOString(), id: last.id }
diff --git a/apps/sim/lib/data-drains/sources/workflow-logs.ts b/apps/sim/lib/data-drains/sources/workflow-logs.ts
index 4466c5a4c60..a85cd21349a 100644
--- a/apps/sim/lib/data-drains/sources/workflow-logs.ts
+++ b/apps/sim/lib/data-drains/sources/workflow-logs.ts
@@ -11,7 +11,7 @@ import {
 } from '@/lib/data-drains/sources/cursor'
 import { getOrganizationWorkspaceIds } from '@/lib/data-drains/sources/helpers'
 import type { Cursor, DrainSource, SourcePageInput } from '@/lib/data-drains/types'
-import { materializeExecutionData } from '@/lib/logs/execution/trace-store'
+import { materializeExecutionDataForDisplay } from '@/lib/logs/execution/trace-store'
 
 type WorkflowLogRow = typeof workflowExecutionLogs.$inferSelect
 
@@ -55,7 +55,7 @@ async function* pages(input: SourcePageInput): AsyncIterable<WorkflowLogRow[]> {
     // Use the order-preserving returned array (the util's documented contract)
     // and write back, rather than mutating rows inside the mapper.
     const materialized = await mapWithConcurrency(rows, MATERIALIZE_CONCURRENCY, (row) =>
-      materializeExecutionData(row.executionData as Record<string, unknown> | null, {
+      materializeExecutionDataForDisplay(row.executionData as Record<string, unknown> | null, {
         workspaceId: row.workspaceId,
         workflowId: row.workflowId,
         executionId: row.executionId,
diff --git a/apps/sim/lib/environment/utils.test.ts b/apps/sim/lib/environment/utils.test.ts
new file mode 100644
index 00000000000..b8c0905bff7
--- /dev/null
+++ b/apps/sim/lib/environment/utils.test.ts
@@ -0,0 +1,83 @@
+/**
+ * @vitest-environment node
+ */
+import { dbChainMockFns, encryptionMock, encryptionMockFns, resetDbChainMock } from '@sim/testing'
+import { beforeEach, describe, expect, it, vi } from 'vitest'
+
+vi.unmock('@/lib/environment/utils')
+vi.mock('@/lib/core/security/encryption', () => encryptionMock)
+
+import {
+  getEffectiveDecryptedEnv,
+  getEffectiveEnvironmentSnapshot,
+  invalidateEffectiveDecryptedEnvCache,
+} from '@/lib/environment/utils'
+
+describe('effective environment resolution cache', () => {
+  beforeEach(() => {
+    vi.clearAllMocks()
+    resetDbChainMock()
+    encryptionMockFns.mockDecryptSecret.mockReset()
+    encryptionMockFns.mockEncryptSecret.mockReset()
+    invalidateEffectiveDecryptedEnvCache({ userId: 'user-1' })
+    dbChainMockFns.limit.mockResolvedValue([{ variables: { API_KEY: 'encrypted-value' } }])
+    encryptionMockFns.mockDecryptSecret.mockResolvedValue({ decrypted: 'runtime-value' })
+  })
+
+  it('shares one atomic snapshot and returns defensive clones', async () => {
+    const [decrypted, snapshot] = await Promise.all([
+      getEffectiveDecryptedEnv('user-1'),
+      getEffectiveEnvironmentSnapshot('user-1'),
+    ])
+
+    expect(decrypted).toEqual({ API_KEY: 'runtime-value' })
+    expect(snapshot).toMatchObject({
+      personalEncrypted: { API_KEY: 'encrypted-value' },
+      personalDecrypted: { API_KEY: 'runtime-value' },
+    })
+    expect(encryptionMockFns.mockDecryptSecret).toHaveBeenCalledOnce()
+
+    decrypted.API_KEY = 'mutated-runtime'
+    snapshot.personalEncrypted.API_KEY = 'mutated-ciphertext'
+    snapshot.personalDecrypted.API_KEY = 'mutated-snapshot'
+    snapshot.conflicts.push('MUTATED')
+
+    await expect(getEffectiveDecryptedEnv('user-1')).resolves.toEqual({
+      API_KEY: 'runtime-value',
+    })
+    await expect(getEffectiveEnvironmentSnapshot('user-1')).resolves.toMatchObject({
+      personalEncrypted: { API_KEY: 'encrypted-value' },
+      personalDecrypted: { API_KEY: 'runtime-value' },
+      conflicts: [],
+    })
+    expect(encryptionMockFns.mockDecryptSecret).toHaveBeenCalledOnce()
+  })
+
+  it('evicts rejected loads and retries the canonical lookup', async () => {
+    dbChainMockFns.limit.mockRejectedValueOnce(new Error('database unavailable'))
+
+    await expect(getEffectiveEnvironmentSnapshot('user-1')).rejects.toThrow('database unavailable')
+
+    dbChainMockFns.limit.mockResolvedValue([{ variables: { API_KEY: 'encrypted-value' } }])
+    await expect(getEffectiveDecryptedEnv('user-1')).resolves.toEqual({
+      API_KEY: 'runtime-value',
+    })
+    expect(encryptionMockFns.mockDecryptSecret).toHaveBeenCalledOnce()
+  })
+
+  it('reloads the full snapshot after invalidation', async () => {
+    await expect(getEffectiveDecryptedEnv('user-1')).resolves.toEqual({
+      API_KEY: 'runtime-value',
+    })
+
+    invalidateEffectiveDecryptedEnvCache({ userId: 'user-1' })
+    dbChainMockFns.limit.mockResolvedValue([{ variables: { API_KEY: 'rotated-ciphertext' } }])
+    encryptionMockFns.mockDecryptSecret.mockResolvedValue({ decrypted: 'rotated-runtime' })
+
+    await expect(getEffectiveEnvironmentSnapshot('user-1')).resolves.toMatchObject({
+      personalEncrypted: { API_KEY: 'rotated-ciphertext' },
+      personalDecrypted: { API_KEY: 'rotated-runtime' },
+    })
+    expect(encryptionMockFns.mockDecryptSecret).toHaveBeenCalledTimes(2)
+  })
+})
diff --git a/apps/sim/lib/environment/utils.ts b/apps/sim/lib/environment/utils.ts
index f85989cecb0..f6527b1764a 100644
--- a/apps/sim/lib/environment/utils.ts
+++ b/apps/sim/lib/environment/utils.ts
@@ -14,26 +14,44 @@ import {
 import { checkWorkspaceAccess, type WorkspaceAccess } from '@/lib/workspaces/permissions/utils'
 
 const logger = createLogger('EnvironmentUtils')
-const EFFECTIVE_DECRYPTED_ENV_CACHE_TTL_MS = 2_000
-const EFFECTIVE_DECRYPTED_ENV_CACHE_MAX_ENTRIES = 1_000
+const EFFECTIVE_ENVIRONMENT_CACHE_TTL_MS = 2_000
+const EFFECTIVE_ENVIRONMENT_CACHE_MAX_ENTRIES = 1_000
 
-interface EffectiveDecryptedEnvCacheEntry {
+export interface EnvironmentResolutionSnapshot {
+  personalEncrypted: Record<string, string>
+  workspaceEncrypted: Record<string, string>
+  personalDecrypted: Record<string, string>
+  workspaceDecrypted: Record<string, string>
+  conflicts: string[]
+  decryptionFailures: string[]
+}
+
+interface EffectiveEnvironmentCacheEntry {
   userId: string
   workspaceId?: string
-  promise: Promise<Record<string, string>>
+  promise: Promise<EnvironmentResolutionSnapshot>
 }
 
-const effectiveDecryptedEnvCache = new LRUCache<string, EffectiveDecryptedEnvCacheEntry>({
-  max: EFFECTIVE_DECRYPTED_ENV_CACHE_MAX_ENTRIES,
-  ttl: EFFECTIVE_DECRYPTED_ENV_CACHE_TTL_MS,
+const effectiveEnvironmentCache = new LRUCache<string, EffectiveEnvironmentCacheEntry>({
+  max: EFFECTIVE_ENVIRONMENT_CACHE_MAX_ENTRIES,
+  ttl: EFFECTIVE_ENVIRONMENT_CACHE_TTL_MS,
 })
 
-function getEffectiveDecryptedEnvCacheKey(userId: string, workspaceId?: string): string {
+function getEffectiveEnvironmentCacheKey(userId: string, workspaceId?: string): string {
   return JSON.stringify([userId, workspaceId ?? null])
 }
 
-function cloneEnvVars(envVars: Record<string, string>): Record<string, string> {
-  return { ...envVars }
+function cloneEnvironmentResolutionSnapshot(
+  snapshot: EnvironmentResolutionSnapshot
+): EnvironmentResolutionSnapshot {
+  return {
+    personalEncrypted: { ...snapshot.personalEncrypted },
+    workspaceEncrypted: { ...snapshot.workspaceEncrypted },
+    personalDecrypted: { ...snapshot.personalDecrypted },
+    workspaceDecrypted: { ...snapshot.workspaceDecrypted },
+    conflicts: [...snapshot.conflicts],
+    decryptionFailures: [...snapshot.decryptionFailures],
+  }
 }
 
 export function invalidateEffectiveDecryptedEnvCache(input: {
@@ -43,13 +61,13 @@ export function invalidateEffectiveDecryptedEnvCache(input: {
   const { userId, workspaceId } = input
   if (!userId && !workspaceId) return
 
-  effectiveDecryptedEnvCache.forEach((entry, cacheKey) => {
+  effectiveEnvironmentCache.forEach((entry, cacheKey) => {
     if (userId && entry.userId === userId) {
-      effectiveDecryptedEnvCache.delete(cacheKey)
+      effectiveEnvironmentCache.delete(cacheKey)
       return
     }
     if (workspaceId && entry.workspaceId === workspaceId) {
-      effectiveDecryptedEnvCache.delete(cacheKey)
+      effectiveEnvironmentCache.delete(cacheKey)
     }
   })
 }
@@ -94,14 +112,7 @@ export async function getPersonalAndWorkspaceEnv(
   userId: string,
   workspaceId?: string,
   options?: { workspaceAccess?: WorkspaceAccess }
-): Promise<{
-  personalEncrypted: Record<string, string>
-  workspaceEncrypted: Record<string, string>
-  personalDecrypted: Record<string, string>
-  workspaceDecrypted: Record<string, string>
-  conflicts: string[]
-  decryptionFailures: string[]
-}> {
+): Promise<EnvironmentResolutionSnapshot> {
   let workspaceCanAdmin = false
   if (workspaceId) {
     const access = options?.workspaceAccess ?? (await checkWorkspaceAccess(workspaceId, userId))
@@ -357,34 +368,52 @@ export async function upsertWorkspaceEnvVars(
   return updatedKeys
 }
 
-/**
- * Returns a merged decrypted env map for webhook/copilot/MCP config resolution.
- */
-export async function getEffectiveDecryptedEnv(
+async function getCachedEnvironmentResolutionSnapshot(
   userId: string,
   workspaceId?: string
-): Promise<Record<string, string>> {
-  const cacheKey = getEffectiveDecryptedEnvCacheKey(userId, workspaceId)
-  const cached = effectiveDecryptedEnvCache.get(cacheKey)
+): Promise<EnvironmentResolutionSnapshot> {
+  const cacheKey = getEffectiveEnvironmentCacheKey(userId, workspaceId)
+  const cached = effectiveEnvironmentCache.get(cacheKey)
   if (cached) {
-    return cloneEnvVars(await cached.promise)
+    return cached.promise
   }
 
-  const promise = getPersonalAndWorkspaceEnv(userId, workspaceId)
-    .then(({ personalDecrypted, workspaceDecrypted }) => ({
-      ...personalDecrypted,
-      ...workspaceDecrypted,
-    }))
-    .catch((error) => {
-      effectiveDecryptedEnvCache.delete(cacheKey)
-      throw error
-    })
+  const promise = getPersonalAndWorkspaceEnv(userId, workspaceId).catch((error) => {
+    effectiveEnvironmentCache.delete(cacheKey)
+    throw error
+  })
 
-  effectiveDecryptedEnvCache.set(cacheKey, {
+  effectiveEnvironmentCache.set(cacheKey, {
     userId,
     workspaceId,
     promise,
   })
 
-  return cloneEnvVars(await promise)
+  return promise
+}
+
+/**
+ * Returns a defensive clone of the cached environment snapshot used for runtime resolution.
+ */
+export async function getEffectiveEnvironmentSnapshot(
+  userId: string,
+  workspaceId?: string
+): Promise<EnvironmentResolutionSnapshot> {
+  return cloneEnvironmentResolutionSnapshot(
+    await getCachedEnvironmentResolutionSnapshot(userId, workspaceId)
+  )
+}
+
+/**
+ * Returns a merged decrypted env map for webhook/copilot/MCP config resolution.
+ */
+export async function getEffectiveDecryptedEnv(
+  userId: string,
+  workspaceId?: string
+): Promise<Record<string, string>> {
+  const { personalDecrypted, workspaceDecrypted } = await getCachedEnvironmentResolutionSnapshot(
+    userId,
+    workspaceId
+  )
+  return { ...personalDecrypted, ...workspaceDecrypted }
 }
diff --git a/apps/sim/lib/execution/payloads/serializer.ts b/apps/sim/lib/execution/payloads/serializer.ts
index c3d0079defb..e8239f9b141 100644
--- a/apps/sim/lib/execution/payloads/serializer.ts
+++ b/apps/sim/lib/execution/payloads/serializer.ts
@@ -23,6 +23,8 @@ interface CompactState {
   seen: WeakSet<object>
 }
 
+const BLOCK_LOG_COMPACTION_CONCURRENCY = 4
+
 function getJsonAndSize(value: unknown): { json: string; size: number } | null {
   try {
     const json = JSON.stringify(value)
@@ -260,8 +262,15 @@ export async function compactBlockLogs(
     return logs
   }
 
-  return Promise.all(
-    logs.map(async (log) => {
+  const compactedLogs = new Array<BlockLog>(logs.length)
+  let cursor = 0
+  const worker = async (): Promise<void> => {
+    while (true) {
+      const index = cursor
+      cursor += 1
+      if (index >= logs.length) return
+
+      const log = logs[index]
       const compactedLog = { ...log }
       if ('input' in compactedLog) {
         compactedLog.input = await compactExecutionPayload(compactedLog.input, options)
@@ -275,7 +284,12 @@ export async function compactBlockLogs(
           options
         )
       }
-      return compactedLog
-    })
+      compactedLogs[index] = compactedLog
+    }
+  }
+
+  await Promise.all(
+    Array.from({ length: Math.min(BLOCK_LOG_COMPACTION_CONCURRENCY, logs.length) }, worker)
   )
+  return compactedLogs
 }
diff --git a/apps/sim/lib/execution/private-tool-metadata.test.ts b/apps/sim/lib/execution/private-tool-metadata.test.ts
new file mode 100644
index 00000000000..5590763f14d
--- /dev/null
+++ b/apps/sim/lib/execution/private-tool-metadata.test.ts
@@ -0,0 +1,62 @@
+/**
+ * @vitest-environment node
+ */
+import { describe, expect, it } from 'vitest'
+import {
+  getPrivateToolMetadataField,
+  isPrivateToolMetadataType,
+  PRIVATE_TOOL_METADATA_REQUEST_HEADER,
+  PRIVATE_TOOL_METADATA_RESPONSE_HEADER,
+  RESOLVED_SECRET_NAMES_FIELD,
+  RESOLVED_SECRET_NAMES_METADATA_V1,
+  RESOLVED_SECRET_PROVENANCE_FIELD,
+  RESOLVED_SECRET_PROVENANCE_METADATA_V1,
+  requestsPrivateToolMetadata,
+  responseHasPrivateToolMetadata,
+} from '@/lib/execution/private-tool-metadata'
+
+describe('private tool metadata protocol', () => {
+  it('keeps the versioned wire markers stable', () => {
+    expect(PRIVATE_TOOL_METADATA_REQUEST_HEADER).toBe('x-sim-request-private-tool-metadata')
+    expect(PRIVATE_TOOL_METADATA_RESPONSE_HEADER).toBe('x-sim-private-tool-metadata')
+    expect(RESOLVED_SECRET_NAMES_METADATA_V1).toBe('resolved-secret-names-v1')
+    expect(RESOLVED_SECRET_PROVENANCE_METADATA_V1).toBe('resolved-secret-provenance-v1')
+    expect(RESOLVED_SECRET_NAMES_FIELD).toBe('__resolvedSecretNames')
+    expect(RESOLVED_SECRET_PROVENANCE_FIELD).toBe('__resolvedSecretTraceProvenance')
+  })
+
+  it('accepts only exact request and response markers', () => {
+    const requestHeaders = new Headers({
+      [PRIVATE_TOOL_METADATA_REQUEST_HEADER]: RESOLVED_SECRET_PROVENANCE_METADATA_V1,
+    })
+    const responseHeaders = new Headers({
+      [PRIVATE_TOOL_METADATA_RESPONSE_HEADER]: RESOLVED_SECRET_NAMES_METADATA_V1,
+    })
+
+    expect(
+      requestsPrivateToolMetadata(requestHeaders, RESOLVED_SECRET_PROVENANCE_METADATA_V1)
+    ).toBe(true)
+    expect(requestsPrivateToolMetadata(requestHeaders, RESOLVED_SECRET_NAMES_METADATA_V1)).toBe(
+      false
+    )
+    expect(responseHasPrivateToolMetadata(responseHeaders, RESOLVED_SECRET_NAMES_METADATA_V1)).toBe(
+      true
+    )
+    expect(
+      responseHasPrivateToolMetadata(responseHeaders, RESOLVED_SECRET_PROVENANCE_METADATA_V1)
+    ).toBe(false)
+  })
+
+  it('maps each marker to its private payload field', () => {
+    expect(isPrivateToolMetadataType(RESOLVED_SECRET_NAMES_METADATA_V1)).toBe(true)
+    expect(isPrivateToolMetadataType(RESOLVED_SECRET_PROVENANCE_METADATA_V1)).toBe(true)
+    expect(isPrivateToolMetadataType('resolved-secret-provenance-v2')).toBe(false)
+    expect(isPrivateToolMetadataType(null)).toBe(false)
+    expect(getPrivateToolMetadataField(RESOLVED_SECRET_NAMES_METADATA_V1)).toBe(
+      RESOLVED_SECRET_NAMES_FIELD
+    )
+    expect(getPrivateToolMetadataField(RESOLVED_SECRET_PROVENANCE_METADATA_V1)).toBe(
+      RESOLVED_SECRET_PROVENANCE_FIELD
+    )
+  })
+})
diff --git a/apps/sim/lib/execution/private-tool-metadata.ts b/apps/sim/lib/execution/private-tool-metadata.ts
new file mode 100644
index 00000000000..9f61b9098de
--- /dev/null
+++ b/apps/sim/lib/execution/private-tool-metadata.ts
@@ -0,0 +1,44 @@
+export const PRIVATE_TOOL_METADATA_REQUEST_HEADER = 'x-sim-request-private-tool-metadata'
+export const PRIVATE_TOOL_METADATA_RESPONSE_HEADER = 'x-sim-private-tool-metadata'
+
+export const RESOLVED_SECRET_NAMES_METADATA_V1 = 'resolved-secret-names-v1'
+export const RESOLVED_SECRET_PROVENANCE_METADATA_V1 = 'resolved-secret-provenance-v1'
+
+export const RESOLVED_SECRET_NAMES_FIELD = '__resolvedSecretNames'
+export const RESOLVED_SECRET_PROVENANCE_FIELD = '__resolvedSecretTraceProvenance'
+
+export type PrivateToolMetadataType =
+  | typeof RESOLVED_SECRET_NAMES_METADATA_V1
+  | typeof RESOLVED_SECRET_PROVENANCE_METADATA_V1
+
+interface HeaderReader {
+  get(name: string): string | null
+}
+
+export function isPrivateToolMetadataType(value: string | null): value is PrivateToolMetadataType {
+  return (
+    value === RESOLVED_SECRET_NAMES_METADATA_V1 || value === RESOLVED_SECRET_PROVENANCE_METADATA_V1
+  )
+}
+
+export function requestsPrivateToolMetadata(
+  headers: HeaderReader,
+  expectedType: PrivateToolMetadataType
+): boolean {
+  return headers.get(PRIVATE_TOOL_METADATA_REQUEST_HEADER) === expectedType
+}
+
+export function responseHasPrivateToolMetadata(
+  headers: HeaderReader,
+  expectedType: PrivateToolMetadataType
+): boolean {
+  return headers.get(PRIVATE_TOOL_METADATA_RESPONSE_HEADER) === expectedType
+}
+
+export function getPrivateToolMetadataField(
+  type: PrivateToolMetadataType
+): typeof RESOLVED_SECRET_NAMES_FIELD | typeof RESOLVED_SECRET_PROVENANCE_FIELD {
+  return type === RESOLVED_SECRET_NAMES_METADATA_V1
+    ? RESOLVED_SECRET_NAMES_FIELD
+    : RESOLVED_SECRET_PROVENANCE_FIELD
+}
diff --git a/apps/sim/lib/logs/execution/display-types.ts b/apps/sim/lib/logs/execution/display-types.ts
new file mode 100644
index 00000000000..77211011a0a
--- /dev/null
+++ b/apps/sim/lib/logs/execution/display-types.ts
@@ -0,0 +1,6 @@
+import type { BlockLog } from '@/executor/types'
+
+/** A server-projected BlockLog copy carrying presentation-only reconciliation hints. */
+export interface SecretSafeBlockLog extends BlockLog {
+  clearLiveDisplay?: true
+}
diff --git a/apps/sim/lib/logs/execution/functional-outputs.test.ts b/apps/sim/lib/logs/execution/functional-outputs.test.ts
new file mode 100644
index 00000000000..d52719d383f
--- /dev/null
+++ b/apps/sim/lib/logs/execution/functional-outputs.test.ts
@@ -0,0 +1,66 @@
+/**
+ * @vitest-environment node
+ */
+import { describe, expect, it } from 'vitest'
+import {
+  collectFunctionalBlockOutputs,
+  FUNCTIONAL_OUTPUTS_UNAVAILABLE_MESSAGE,
+  FunctionalOutputsUnavailableError,
+  getFunctionalBlockOutput,
+} from '@/lib/logs/execution/functional-outputs'
+
+describe('functional execution outputs', () => {
+  it('prefers raw execution state over projected TraceSpan output', () => {
+    const data = {
+      executionState: {
+        blockStates: {
+          'function-1': { output: { result: 1234 } },
+        },
+      },
+      traceSpans: [
+        {
+          blockId: 'function-1',
+          output: { result: '{{OPENAI_API_KEY}}' },
+        },
+      ],
+    }
+
+    expect(getFunctionalBlockOutput(data, 'function-1')).toEqual({ result: 1234 })
+  })
+
+  it('uses nested TraceSpan output for legacy rows without execution state', () => {
+    const outputs = collectFunctionalBlockOutputs({
+      traceSpans: [
+        {
+          children: [{ blockId: 'function-1', output: { result: 'legacy' } }],
+        },
+      ],
+    })
+
+    expect(outputs.get('function-1')).toEqual({ result: 'legacy' })
+  })
+
+  it('does not mix projected TraceSpan output into an available raw state', () => {
+    const outputs = collectFunctionalBlockOutputs({
+      executionState: {
+        blockStates: {
+          'function-1': { output: { result: 1234 } },
+        },
+      },
+      traceSpans: [{ blockId: 'function-2', output: { result: '{{OPENAI_API_KEY}}' } }],
+    })
+
+    expect(outputs.get('function-1')).toEqual({ result: 1234 })
+    expect(outputs.has('function-2')).toBe(false)
+  })
+
+  it('fails instead of returning projected traces when raw state was truncated', () => {
+    expect(() =>
+      collectFunctionalBlockOutputs({
+        executionDataTruncated: true,
+        traceSpans: [{ blockId: 'function-1', output: { result: '{{OPENAI_API_KEY}}' } }],
+      })
+    ).toThrowError(new FunctionalOutputsUnavailableError())
+    expect(FUNCTIONAL_OUTPUTS_UNAVAILABLE_MESSAGE).toContain('could not be retained in full')
+  })
+})
diff --git a/apps/sim/lib/logs/execution/functional-outputs.ts b/apps/sim/lib/logs/execution/functional-outputs.ts
new file mode 100644
index 00000000000..3c50ea138e5
--- /dev/null
+++ b/apps/sim/lib/logs/execution/functional-outputs.ts
@@ -0,0 +1,62 @@
+export interface FunctionalTraceSpanSource {
+  blockId?: string
+  output?: unknown
+  children?: FunctionalTraceSpanSource[]
+}
+
+export interface FunctionalExecutionDataSource {
+  traceSpans?: FunctionalTraceSpanSource[]
+  executionState?: {
+    blockStates?: Record<string, { output?: unknown }>
+  }
+  executionDataTruncated?: boolean
+}
+
+export const FUNCTIONAL_OUTPUTS_UNAVAILABLE_MESSAGE =
+  'Raw block outputs are unavailable because the execution data could not be retained in full.'
+
+export class FunctionalOutputsUnavailableError extends Error {
+  constructor() {
+    super(FUNCTIONAL_OUTPUTS_UNAVAILABLE_MESSAGE)
+    this.name = 'FunctionalOutputsUnavailableError'
+  }
+}
+
+function collectTraceBlockOutputs(
+  spans: FunctionalTraceSpanSource[] | undefined,
+  outputs: Map<string, unknown>
+): void {
+  if (!spans) return
+  for (const span of spans) {
+    if (span.blockId && span.output !== undefined && !outputs.has(span.blockId)) {
+      outputs.set(span.blockId, span.output)
+    }
+    collectTraceBlockOutputs(span.children, outputs)
+  }
+}
+
+/** Returns functional block outputs, preferring raw execution state over display TraceSpans. */
+export function collectFunctionalBlockOutputs(
+  data: FunctionalExecutionDataSource | undefined
+): Map<string, unknown> {
+  const outputs = new Map<string, unknown>()
+  const blockStates = data?.executionState?.blockStates
+  if (blockStates) {
+    for (const [blockId, blockState] of Object.entries(blockStates)) {
+      if (blockState?.output !== undefined) outputs.set(blockId, blockState.output)
+    }
+    return outputs
+  }
+
+  if (data?.executionDataTruncated) throw new FunctionalOutputsUnavailableError()
+
+  collectTraceBlockOutputs(data?.traceSpans, outputs)
+  return outputs
+}
+
+export function getFunctionalBlockOutput(
+  data: FunctionalExecutionDataSource | undefined,
+  blockId: string
+): unknown {
+  return collectFunctionalBlockOutputs(data).get(blockId)
+}
diff --git a/apps/sim/lib/logs/execution/logger.test.ts b/apps/sim/lib/logs/execution/logger.test.ts
index 5ae0036ed00..f79f83d915d 100644
--- a/apps/sim/lib/logs/execution/logger.test.ts
+++ b/apps/sim/lib/logs/execution/logger.test.ts
@@ -3,6 +3,8 @@ import { dbChainMockFns, queueTableRows, resetDbChainMock } from '@sim/testing'
 import { afterAll, beforeEach, describe, expect, test, vi } from 'vitest'
 import { recordUsage } from '@/lib/billing/core/usage-log'
 import { ExecutionLogger } from '@/lib/logs/execution/logger'
+import type { WorkflowExecutionLog } from '@/lib/logs/types'
+import type { SerializableExecutionState } from '@/executor/execution/types'
 
 afterAll(resetDbChainMock)
 
@@ -242,6 +244,56 @@ describe('ExecutionLogger', () => {
       expect(completedData.billingAttribution).toEqual(billingAttribution)
     })
 
+    test('preserves server-only lifecycle metadata after execution-state PII masking', () => {
+      const loggerInstance = new ExecutionLogger() as unknown as {
+        preservePrivateExecutionStateMetadata(
+          redactedState: SerializableExecutionState | undefined,
+          originalState: SerializableExecutionState | undefined
+        ): SerializableExecutionState | undefined
+      }
+      const provenance = {
+        version: 1 as const,
+        complete: true,
+        entries: [{ name: 'API_SECRET', encryptedValue: 'enc:original-ciphertext' }],
+      }
+      const trustedLargeValueAccess = {
+        executionIds: ['execution-1'],
+        largeValueKeys: ['execution/workspace-1/workflow-1/execution-1/value.json'],
+        fileKeys: ['workspace-1/file-1'],
+      }
+      const originalState: SerializableExecutionState = {
+        blockStates: {},
+        executedBlocks: [],
+        blockLogs: [],
+        decisions: { router: {}, condition: {} },
+        completedLoops: [],
+        activeExecutionPath: [],
+        resolvedSecretTraceProvenance: provenance,
+        trustedLargeValueAccess,
+      }
+      const redactedState: SerializableExecutionState = {
+        ...originalState,
+        resolvedSecretTraceProvenance: {
+          ...provenance,
+          entries: [{ name: 'API_SECRET', encryptedValue: '[MASKED]' }],
+        },
+        trustedLargeValueAccess: {
+          executionIds: [],
+          largeValueKeys: [],
+          fileKeys: [],
+        },
+      }
+
+      const preserved = loggerInstance.preservePrivateExecutionStateMetadata(
+        redactedState,
+        originalState
+      )
+
+      expect(preserved?.resolvedSecretTraceProvenance).toBe(provenance)
+      expect(preserved?.trustedLargeValueAccess).toBe(trustedLargeValueAccess)
+      expect(preserved?.blockStates).toBe(redactedState.blockStates)
+    })
+
     test('summarizes oversized execution data before storage', () => {
       const loggerInstance = new ExecutionLogger() as any
       const largePayload = 'x'.repeat(1_100_000)
@@ -325,12 +377,71 @@ describe('ExecutionLogger', () => {
         activeExecutionPathLength: 0,
         pendingQueueLength: 0,
       })
-      expect(compacted.traceSpans?.[0]?.children?.[0]?.input).toEqual({
-        _truncated: true,
-        reason: 'execution_data_size_limit',
-        originalBytes: expect.any(Number),
-        summary: 'object with 2 keys',
+      expect(compacted.traceSpans?.[0]?.children?.[0]).not.toHaveProperty('input')
+    })
+
+    test('retains tool-call structure when aggregate trace content exceeds the compaction cap', () => {
+      const loggerInstance = new ExecutionLogger() as unknown as {
+        compactExecutionDataForStorage(
+          executionData: WorkflowExecutionLog['executionData'],
+          executionId: string
+        ): WorkflowExecutionLog['executionData']
+      }
+      const oversizedContent = 'x'.repeat(9_000)
+      const modelToolCalls = Array.from({ length: 200 }, (_, index) => ({
+        id: `model-call-${index}-${'m'.repeat(40)}`,
+        name: 'lookup',
+        arguments: oversizedContent,
+      }))
+      const toolCalls = Array.from({ length: 200 }, (_, index) => ({
+        id: `legacy-call-${index}-${'l'.repeat(40)}`,
+        name: 'legacy_lookup',
+        duration: 1,
+        startTime: '2025-01-01T00:00:00.000Z',
+        endTime: '2025-01-01T00:00:00.001Z',
+        status: 'success' as const,
+        input: oversizedContent,
+        output: oversizedContent,
+        error: oversizedContent,
+      }))
+
+      const compacted = loggerInstance.compactExecutionDataForStorage(
+        {
+          traceSpans: [
+            {
+              id: 'span-1',
+              name: 'Agent',
+              type: 'agent',
+              duration: 1,
+              startTime: '2025-01-01T00:00:00.000Z',
+              endTime: '2025-01-01T00:00:00.001Z',
+              status: 'success',
+              modelToolCalls,
+              toolCalls,
+            },
+          ],
+          finalOutput: { data: 'y'.repeat(1_100_000) },
+        },
+        'execution-tool-structure'
+      )
+
+      expect(compacted.executionDataTruncated).toBe(true)
+      expect(compacted.traceSpans?.[0]?.modelToolCalls).toHaveLength(modelToolCalls.length)
+      expect(compacted.traceSpans?.[0]?.modelToolCalls?.[0]).toEqual({
+        id: modelToolCalls[0].id,
+        name: 'lookup',
       })
+      expect(compacted.traceSpans?.[0]?.toolCalls).toHaveLength(toolCalls.length)
+      expect(compacted.traceSpans?.[0]?.toolCalls?.[0]).toEqual(
+        expect.objectContaining({
+          id: toolCalls[0].id,
+          name: 'legacy_lookup',
+          status: 'success',
+        })
+      )
+      expect(compacted.traceSpans?.[0]?.toolCalls?.[0]).not.toHaveProperty('input')
+      expect(compacted.traceSpans?.[0]?.toolCalls?.[0]).not.toHaveProperty('output')
+      expect(compacted.traceSpans?.[0]?.toolCalls?.[0]).not.toHaveProperty('error')
     })
   })
 
diff --git a/apps/sim/lib/logs/execution/logger.ts b/apps/sim/lib/logs/execution/logger.ts
index 78729e44783..897275d78f8 100644
--- a/apps/sim/lib/logs/execution/logger.ts
+++ b/apps/sim/lib/logs/execution/logger.ts
@@ -51,8 +51,9 @@ import {
 import { snapshotService } from '@/lib/logs/execution/snapshot/service'
 import { traceSpansIndicateFailure } from '@/lib/logs/execution/trace-spans/trace-spans'
 import {
+  copyTraceSpansWithoutCosts,
   externalizeExecutionData,
-  stripSpanCosts,
+  materializeExecutionData,
   TRACE_STORE_REF_KEY,
 } from '@/lib/logs/execution/trace-store'
 import type {
@@ -186,13 +187,87 @@ function summarizeValueForExecutionData(value: unknown, maxBytes: number): unkno
   }
 }
 
-function summarizeTextForExecutionData(value: string | undefined): string | undefined {
-  if (!value) return value
-  const size = getJsonByteSize(value, MAX_TRACE_IO_BYTES)
-  if (size === undefined || size <= MAX_TRACE_IO_BYTES) {
-    return value
+function retainBoundedTraceContent<T>(value: T, maxBytes = MAX_TRACE_IO_BYTES): T | undefined {
+  const size = getJsonByteSize(value, maxBytes)
+  return size !== undefined && size <= maxBytes ? value : undefined
+}
+
+function stripModelToolCallArguments(
+  calls: NonNullable<TraceSpan['modelToolCalls']>
+): NonNullable<TraceSpan['modelToolCalls']> {
+  return calls.map(({ arguments: _arguments, ...call }) => call as (typeof calls)[number])
+}
+
+function compactModelToolCalls(
+  calls: NonNullable<TraceSpan['modelToolCalls']>
+): NonNullable<TraceSpan['modelToolCalls']> | undefined {
+  const compacted = calls.map(({ arguments: callArguments, ...call }) => {
+    const retainedArguments = retainBoundedTraceContent(callArguments)
+    return {
+      ...call,
+      ...(retainedArguments !== undefined ? { arguments: retainedArguments } : {}),
+    } as (typeof calls)[number]
+  })
+  return retainBoundedTraceContent(compacted)
+}
+
+function compactLegacyToolCalls(
+  calls: NonNullable<TraceSpan['toolCalls']>
+): NonNullable<TraceSpan['toolCalls']> | undefined {
+  const compacted = calls.map(({ input, output, error, ...call }) => ({
+    ...call,
+    ...(retainBoundedTraceContent(input) !== undefined ? { input } : {}),
+    ...(retainBoundedTraceContent(output) !== undefined ? { output } : {}),
+    ...(retainBoundedTraceContent(error) !== undefined ? { error } : {}),
+  }))
+  return retainBoundedTraceContent(compacted)
+}
+
+function stripLegacyToolCallContent(
+  calls: NonNullable<TraceSpan['toolCalls']>
+): NonNullable<TraceSpan['toolCalls']> {
+  return calls.map(({ input: _input, output: _output, error: _error, ...call }) => call)
+}
+
+function compactProviderTiming(
+  providerTiming: NonNullable<TraceSpan['providerTiming']>
+): NonNullable<TraceSpan['providerTiming']> {
+  return {
+    ...providerTiming,
+    segments: providerTiming.segments.map(
+      ({ assistantContent, thinkingContent, errorMessage, toolCalls, ...segment }) => ({
+        ...segment,
+        ...(retainBoundedTraceContent(assistantContent) !== undefined ? { assistantContent } : {}),
+        ...(retainBoundedTraceContent(thinkingContent) !== undefined ? { thinkingContent } : {}),
+        ...(retainBoundedTraceContent(errorMessage) !== undefined ? { errorMessage } : {}),
+        ...(toolCalls
+          ? {
+              toolCalls: compactModelToolCalls(toolCalls) ?? stripModelToolCallArguments(toolCalls),
+            }
+          : {}),
+      })
+    ),
+  }
+}
+
+function stripProviderTimingContent(
+  providerTiming: NonNullable<TraceSpan['providerTiming']>
+): NonNullable<TraceSpan['providerTiming']> {
+  return {
+    ...providerTiming,
+    segments: providerTiming.segments.map(
+      ({
+        assistantContent: _assistantContent,
+        thinkingContent: _thinkingContent,
+        errorMessage: _errorMessage,
+        toolCalls,
+        ...segment
+      }) => ({
+        ...segment,
+        ...(toolCalls ? { toolCalls: stripModelToolCallArguments(toolCalls) } : {}),
+      })
+    ),
   }
-  return `[Truncated ${size} byte text value due to execution log size limit]`
 }
 
 function summarizeTraceSpansForExecutionData(traceSpans?: TraceSpan[]): TraceSpan[] | undefined {
@@ -201,33 +276,39 @@ function summarizeTraceSpansForExecutionData(traceSpans?: TraceSpan[]): TraceSpa
   }
 
   return traceSpans.map((span) => {
-    const { input, output, children, thinking, modelToolCalls, ...rest } = span
+    const {
+      input,
+      output,
+      children,
+      thinking,
+      errorMessage,
+      modelToolCalls,
+      toolCalls,
+      providerTiming,
+      ...rest
+    } = span
     const summarized: TraceSpan = { ...rest }
 
-    if (input !== undefined) {
-      summarized.input = summarizeValueForExecutionData(input, MAX_TRACE_IO_BYTES) as Record<
-        string,
-        unknown
-      >
-    }
-    if (output !== undefined) {
-      summarized.output = summarizeValueForExecutionData(output, MAX_TRACE_IO_BYTES) as Record<
-        string,
-        unknown
-      >
-    }
+    const retainedInput = retainBoundedTraceContent(input)
+    if (retainedInput !== undefined) summarized.input = retainedInput
+    const retainedOutput = retainBoundedTraceContent(output)
+    if (retainedOutput !== undefined) summarized.output = retainedOutput
     if (children?.length) {
       summarized.children = summarizeTraceSpansForExecutionData(children)
     }
-    if (thinking !== undefined) {
-      summarized.thinking = summarizeTextForExecutionData(thinking)
+    const retainedThinking = retainBoundedTraceContent(thinking)
+    if (retainedThinking !== undefined) summarized.thinking = retainedThinking
+    const retainedError = retainBoundedTraceContent(errorMessage)
+    if (retainedError !== undefined) summarized.errorMessage = retainedError
+    if (modelToolCalls) {
+      summarized.modelToolCalls =
+        compactModelToolCalls(modelToolCalls) ?? stripModelToolCallArguments(modelToolCalls)
     }
-    if (
-      modelToolCalls !== undefined &&
-      (getJsonByteSize(modelToolCalls, MAX_TRACE_IO_BYTES) ?? 0) <= MAX_TRACE_IO_BYTES
-    ) {
-      summarized.modelToolCalls = modelToolCalls
+    if (toolCalls) {
+      summarized.toolCalls =
+        compactLegacyToolCalls(toolCalls) ?? stripLegacyToolCallContent(toolCalls)
     }
+    if (providerTiming) summarized.providerTiming = compactProviderTiming(providerTiming)
 
     return summarized
   })
@@ -244,11 +325,17 @@ function summarizeTraceSpansWithoutIo(traceSpans?: TraceSpan[]): TraceSpan[] | u
       output: _output,
       children,
       thinking: _thinking,
-      modelToolCalls: _modelToolCalls,
+      errorMessage: _errorMessage,
+      modelToolCalls,
+      toolCalls,
+      providerTiming,
       ...rest
     } = span
     return {
       ...rest,
+      ...(modelToolCalls ? { modelToolCalls: stripModelToolCallArguments(modelToolCalls) } : {}),
+      ...(toolCalls ? { toolCalls: stripLegacyToolCallContent(toolCalls) } : {}),
+      ...(providerTiming ? { providerTiming: stripProviderTimingContent(providerTiming) } : {}),
       ...(children?.length ? { children: summarizeTraceSpansWithoutIo(children) } : {}),
     }
   })
@@ -698,6 +785,73 @@ export class ExecutionLogger implements IExecutionLoggerService {
     })
   }
 
+  /** Restores server-only lifecycle metadata after broad execution-state PII masking. */
+  private preservePrivateExecutionStateMetadata(
+    redactedState: SerializableExecutionState | undefined,
+    originalState: SerializableExecutionState | undefined
+  ): SerializableExecutionState | undefined {
+    const provenance = originalState?.resolvedSecretTraceProvenance
+    const trustedLargeValueAccess = originalState?.trustedLargeValueAccess
+    return redactedState
+      ? {
+          ...redactedState,
+          ...(provenance !== undefined ? { resolvedSecretTraceProvenance: provenance } : {}),
+          ...(trustedLargeValueAccess !== undefined ? { trustedLargeValueAccess } : {}),
+        }
+      : redactedState
+  }
+
+  async loadTraceSpansForProjection(params: {
+    executionId: string
+    workflowId: string
+    workspaceId: string | null
+    traceSpans: TraceSpan[]
+    isResume?: boolean
+  }): Promise<TraceSpan[]> {
+    let sourceSpans = params.traceSpans
+    if (params.isResume && sourceSpans.length === 0) {
+      const [existingLog] = await execDb
+        .select({ executionData: workflowExecutionLogs.executionData })
+        .from(workflowExecutionLogs)
+        .where(eq(workflowExecutionLogs.executionId, params.executionId))
+        .limit(1)
+      const executionData = await materializeExecutionData(
+        existingLog?.executionData as Record<string, unknown> | null,
+        {
+          workspaceId: params.workspaceId,
+          workflowId: params.workflowId,
+          executionId: params.executionId,
+        }
+      )
+      if (Array.isArray(executionData.traceSpans)) {
+        sourceSpans = executionData.traceSpans as TraceSpan[]
+      }
+    }
+
+    return sourceSpans
+  }
+
+  async prepareTraceSpansForProjection(params: {
+    workflowId: string
+    executionId: string
+    workspaceId: string | null
+    userId?: string | null
+    traceSpans: TraceSpan[]
+  }): Promise<TraceSpan[]> {
+    const filtered = filterForDisplay(params.traceSpans)
+    const redacted = redactApiKeys(filtered)
+    const pii = await this.applyPiiRedaction(
+      params.workspaceId,
+      { traceSpans: redacted },
+      {
+        workflowId: params.workflowId,
+        executionId: params.executionId,
+        userId: params.userId ?? undefined,
+      }
+    )
+    return pii.traceSpans as TraceSpan[]
+  }
+
   async completeWorkflowExecution(params: {
     executionId: string
     endedAt: string
@@ -785,11 +939,7 @@ export class ExecutionLogger implements IExecutionLoggerService {
     const status = statusOverride ?? (hasErrors ? 'failed' : 'completed')
 
     // For resume executions, rebuild trace spans from the aggregated logs
-    const mergedTraceSpans = isResume
-      ? traceSpans && traceSpans.length > 0
-        ? traceSpans
-        : existingExecutionData?.traceSpans || []
-      : traceSpans
+    const mergedTraceSpans = traceSpans
 
     const executionCost = {
       total: costSummary.totalCost,
@@ -826,13 +976,12 @@ export class ExecutionLogger implements IExecutionLoggerService {
       builtExecutionData.workflowInput
     )
 
-    const filteredTraceSpans = filterForDisplay(builtExecutionData.traceSpans)
+    const preparedTraceSpans = builtExecutionData.traceSpans
     const filteredFinalOutput = filterForDisplay(builtExecutionData.finalOutput)
     const filteredWorkflowInput =
       builtExecutionData.workflowInput !== undefined
         ? filterForDisplay(builtExecutionData.workflowInput)
         : undefined
-    const redactedTraceSpans = redactApiKeys(filteredTraceSpans)
     const redactedFinalOutput = redactApiKeys(filteredFinalOutput)
     const redactedWorkflowInput =
       filteredWorkflowInput !== undefined ? redactApiKeys(filteredWorkflowInput) : undefined
@@ -840,7 +989,7 @@ export class ExecutionLogger implements IExecutionLoggerService {
     const pii = await this.applyPiiRedaction(
       existingLog?.workspaceId ?? null,
       {
-        traceSpans: redactedTraceSpans,
+        traceSpans: [],
         finalOutput: redactedFinalOutput,
         ...(redactedWorkflowInput !== undefined ? { workflowInput: redactedWorkflowInput } : {}),
         ...(builtExecutionData.error !== undefined ? { error: builtExecutionData.error } : {}),
@@ -899,9 +1048,14 @@ export class ExecutionLogger implements IExecutionLoggerService {
         ? Math.max(0, Math.round(rawDurationMs))
         : 0
 
+    const safeExecutionState = this.preservePrivateExecutionStateMetadata(
+      pii.executionState as SerializableExecutionState | undefined,
+      builtExecutionData.executionState
+    )
+
     const cleanExecutionData: ExecutionData = {
       ...builtExecutionData,
-      traceSpans: pii.traceSpans as TraceSpan[],
+      traceSpans: copyTraceSpansWithoutCosts(preparedTraceSpans),
       finalOutput: pii.finalOutput as BlockOutputData,
       ...(pii.workflowInput !== undefined ? { workflowInput: pii.workflowInput } : {}),
       ...(pii.error !== undefined ? { error: pii.error as string } : {}),
@@ -909,9 +1063,7 @@ export class ExecutionLogger implements IExecutionLoggerService {
         ? { completionFailure: pii.completionFailure as string }
         : {}),
       ...(pii.trigger !== undefined ? { trigger: pii.trigger as ExecutionTrigger } : {}),
-      ...(pii.executionState !== undefined
-        ? { executionState: pii.executionState as SerializableExecutionState }
-        : {}),
+      ...(safeExecutionState !== undefined ? { executionState: safeExecutionState } : {}),
       ...(pii.environment !== undefined
         ? { environment: pii.environment as ExecutionEnvironment }
         : {}),
@@ -920,8 +1072,6 @@ export class ExecutionLogger implements IExecutionLoggerService {
         : {}),
     }
 
-    stripSpanCosts((cleanExecutionData as Record<string, unknown>).traceSpans)
-
     // Bounded in-memory form. Returned to callers (notification delivery/events)
     // and reused as the inline-storage fallback below. This is a no-op for
     // payloads already within MAX_EXECUTION_DATA_BYTES.
diff --git a/apps/sim/lib/logs/execution/logging-session.test.ts b/apps/sim/lib/logs/execution/logging-session.test.ts
index fbb7d3f533f..b4e79338534 100644
--- a/apps/sim/lib/logs/execution/logging-session.test.ts
+++ b/apps/sim/lib/logs/execution/logging-session.test.ts
@@ -9,14 +9,27 @@ const dbMocks = vi.hoisted(() => ({
 
 const {
   completeWorkflowExecutionMock,
+  loadTraceSpansForProjectionMock,
+  prepareTraceSpansForProjectionMock,
   startWorkflowExecutionMock,
   loadWorkflowStateForExecutionMock,
   releaseExecutionSlotMock,
+  createOTelSpansMock,
+  workflowExecutedMock,
 } = vi.hoisted(() => ({
   completeWorkflowExecutionMock: vi.fn(),
+  loadTraceSpansForProjectionMock: vi.fn(),
+  prepareTraceSpansForProjectionMock: vi.fn(),
   startWorkflowExecutionMock: vi.fn(),
   loadWorkflowStateForExecutionMock: vi.fn(),
   releaseExecutionSlotMock: vi.fn(),
+  createOTelSpansMock: vi.fn(),
+  workflowExecutedMock: vi.fn(),
+}))
+
+const { materializeLargeValueRefMock, storeLargeValueMock } = vi.hoisted(() => ({
+  materializeLargeValueRefMock: vi.fn(),
+  storeLargeValueMock: vi.fn(),
 }))
 
 vi.mock('drizzle-orm', () => ({
@@ -29,6 +42,8 @@ vi.mock('@/lib/logs/execution/logger', () => ({
   executionLogger: {
     startWorkflowExecution: startWorkflowExecutionMock,
     completeWorkflowExecution: completeWorkflowExecutionMock,
+    loadTraceSpansForProjection: loadTraceSpansForProjectionMock,
+    prepareTraceSpansForProjection: prepareTraceSpansForProjectionMock,
   },
 }))
 
@@ -36,6 +51,16 @@ vi.mock('@/lib/billing/calculations/usage-reservation', () => ({
   releaseExecutionSlot: releaseExecutionSlotMock,
 }))
 
+vi.mock('@/lib/core/telemetry', () => ({
+  createOTelSpansForWorkflowExecution: createOTelSpansMock,
+  PlatformEvents: { workflowExecuted: workflowExecutedMock },
+}))
+
+vi.mock('@/lib/execution/payloads/store', () => ({
+  materializeLargeValueRef: materializeLargeValueRefMock,
+  storeLargeValue: storeLargeValueMock,
+}))
+
 const {
   setLastStartedBlockMock,
   setLastCompletedBlockMock,
@@ -73,10 +98,105 @@ vi.mock('@/lib/logs/execution/logging-factory', () => ({
 }))
 
 import { calculateCostSummary } from '@/lib/logs/execution/logging-factory'
+import type {
+  ResolvedSecretTraceMatch,
+  ResolvedSecretTraceRegistry,
+} from '@/executor/utils/resolved-secret-trace-registry'
 import { LoggingSession } from './logging-session'
 
 afterAll(resetDbChainMock)
 
+function createSecretRegistry(
+  matches: ResolvedSecretTraceMatch[],
+  complete = true
+): ResolvedSecretTraceRegistry {
+  return {
+    isComplete: () => complete,
+    getActiveMatches: () => matches,
+    exportProvenance: () => ({ version: 1, complete, entries: [] }),
+  } as unknown as ResolvedSecretTraceRegistry
+}
+
+describe('LoggingSession terminal provenance', () => {
+  beforeEach(() => {
+    vi.clearAllMocks()
+    resetDbChainMock()
+    dbChainMockFns.limit.mockResolvedValue([])
+    completeWorkflowExecutionMock.mockResolvedValue({})
+    releaseExecutionSlotMock.mockResolvedValue(undefined)
+  })
+
+  it.each([
+    [
+      'error',
+      (session: LoggingSession) => session.completeWithError({ error: { message: 'failed' } }),
+    ],
+    ['cancellation', (session: LoggingSession) => session.completeWithCancellation()],
+    ['pause', (session: LoggingSession) => session.completeWithPause()],
+  ])('persists complete zero-entry provenance on %s finalization', async (_name, finalize) => {
+    const session = new LoggingSession('workflow-1', `execution-${_name}`, 'manual')
+    session.setResolvedSecretTraceRegistry(createSecretRegistry([]))
+
+    await finalize(session)
+
+    expect(completeWorkflowExecutionMock).toHaveBeenCalledWith(
+      expect.objectContaining({
+        executionState: expect.objectContaining({
+          resolvedSecretTraceProvenance: {
+            version: 1,
+            complete: true,
+            entries: [],
+          },
+        }),
+      })
+    )
+  })
+
+  it.each(['cancellation', 'pause'] as const)(
+    'preserves raw execution state on %s finalization',
+    async (finalization) => {
+      const session = new LoggingSession('workflow-1', `execution-state-${finalization}`, 'manual')
+      session.setResolvedSecretTraceRegistry(createSecretRegistry([]))
+      const executionState = {
+        blockStates: { 'function-1': { output: { result: 'raw-secret-value' } } },
+        executedBlocks: ['function-1'],
+        blockLogs: [],
+        decisions: { router: {}, condition: {} },
+        completedLoops: [],
+        activeExecutionPath: ['function-1'],
+      }
+
+      if (finalization === 'cancellation') {
+        await session.completeWithCancellation({ executionState })
+      } else {
+        await session.completeWithPause({ executionState })
+      }
+
+      expect(completeWorkflowExecutionMock).toHaveBeenCalledWith(
+        expect.objectContaining({
+          executionState: expect.objectContaining({
+            blockStates: executionState.blockStates,
+            resolvedSecretTraceProvenance: {
+              version: 1,
+              complete: true,
+              entries: [],
+            },
+          }),
+        })
+      )
+    }
+  )
+})
+
+beforeEach(() => {
+  loadTraceSpansForProjectionMock.mockImplementation(
+    async ({ traceSpans }: { traceSpans: unknown[] }) => traceSpans
+  )
+  prepareTraceSpansForProjectionMock.mockImplementation(
+    async ({ traceSpans }: { traceSpans: unknown[] }) => traceSpans
+  )
+})
+
 describe('LoggingSession start snapshots', () => {
   beforeEach(() => {
     vi.clearAllMocks()
@@ -224,6 +344,7 @@ describe('LoggingSession completion retries', () => {
 
   it('starts a new error completion attempt after a non-error completion and fallback both fail', async () => {
     const session = new LoggingSession('workflow-1', 'execution-3', 'api', 'req-1')
+    session.setResolvedSecretTraceRegistry(createSecretRegistry([]))
 
     completeWorkflowExecutionMock
       .mockRejectedValueOnce(new Error('success finalize failed'))
@@ -250,6 +371,7 @@ describe('LoggingSession completion retries', () => {
 
   it('preserves successful final output during fallback completion', async () => {
     const session = new LoggingSession('workflow-1', 'execution-5', 'api', 'req-1')
+    session.setResolvedSecretTraceRegistry(createSecretRegistry([]))
 
     completeWorkflowExecutionMock
       .mockRejectedValueOnce(new Error('success finalize failed'))
@@ -268,6 +390,441 @@ describe('LoggingSession completion retries', () => {
     )
   })
 
+  it('projects only TraceSpans while preserving functional completion values', async () => {
+    const session = new LoggingSession('workflow-1', 'execution-safe', 'api', 'req-1')
+    const secret = 'sk-demo / trace?token=7f3a91'
+    const rawFinalOutput = {
+      result: {
+        resolvedAtRuntime: true,
+        echoed: `prefix:${secret}:suffix`,
+        encoded: encodeURIComponent(secret),
+        ordinary: 'us-east-1',
+      },
+    }
+    const rawTraceSpans = [
+      {
+        id: 'span-safe',
+        name: 'Function',
+        type: 'function',
+        duration: 1,
+        startTime: '2026-07-01T00:00:00.000Z',
+        endTime: '2026-07-01T00:00:00.001Z',
+        status: 'success',
+        output: { echoed: secret, encoded: encodeURIComponent(secret) },
+      },
+    ]
+    const rawWorkflowInput = { prompt: `use ${secret}` }
+
+    session.setResolvedSecretTraceRegistry(
+      createSecretRegistry([{ plaintext: secret, replacement: '{{OPENAI_API_KEY}}' }])
+    )
+    completeWorkflowExecutionMock.mockResolvedValue({})
+
+    await session.safeComplete({
+      finalOutput: rawFinalOutput,
+      traceSpans: rawTraceSpans as any,
+      workflowInput: rawWorkflowInput,
+    })
+
+    expect(completeWorkflowExecutionMock).toHaveBeenCalledWith(
+      expect.objectContaining({
+        finalOutput: rawFinalOutput,
+        workflowInput: rawWorkflowInput,
+        traceSpans: [
+          expect.objectContaining({
+            output: {
+              echoed: '{{OPENAI_API_KEY}}',
+              encoded: encodeURIComponent(secret),
+            },
+          }),
+        ],
+      })
+    )
+    expect(rawFinalOutput.result.echoed).toBe(`prefix:${secret}:suffix`)
+    expect(rawTraceSpans[0].output.echoed).toBe(secret)
+    expect(calculateCostSummary).toHaveBeenCalledWith(rawTraceSpans, undefined)
+
+    const persistedSpans = completeWorkflowExecutionMock.mock.calls[0]?.[0].traceSpans
+    expect(createOTelSpansMock).toHaveBeenCalledWith(
+      expect.objectContaining({ traceSpans: persistedSpans })
+    )
+    expect(createOTelSpansMock.mock.calls[0]?.[0].traceSpans).toBe(persistedSpans)
+  })
+
+  it('projects secrets before display filters can truncate a long active literal', async () => {
+    const session = new LoggingSession('workflow-1', 'execution-long-secret', 'api', 'req-1')
+    const secret = `secret-${'x'.repeat(16_000)}`
+    const sourceTraceSpans = [
+      {
+        id: 'span-long-secret',
+        name: 'Function',
+        type: 'function',
+        duration: 1,
+        startTime: '2026-07-01T00:00:00.000Z',
+        endTime: '2026-07-01T00:00:00.001Z',
+        output: { result: secret },
+      },
+    ]
+    session.setResolvedSecretTraceRegistry(
+      createSecretRegistry([{ plaintext: secret, replacement: '{{LONG_SECRET}}' }])
+    )
+    prepareTraceSpansForProjectionMock.mockImplementationOnce(
+      async ({ traceSpans }: { traceSpans: Array<{ output?: { result?: string } }> }) => {
+        expect(traceSpans[0]?.output?.result).toBe('{{LONG_SECRET}}')
+        return traceSpans
+      }
+    )
+
+    await session.safeComplete({ traceSpans: sourceTraceSpans as any })
+
+    expect(completeWorkflowExecutionMock).toHaveBeenCalledWith(
+      expect.objectContaining({
+        traceSpans: [expect.objectContaining({ output: { result: '{{LONG_SECRET}}' } })],
+      })
+    )
+    expect(sourceTraceSpans[0].output.result).toBe(secret)
+  })
+
+  it('fails closed when generic log transforms reintroduce a secret literal for persistence and OTel', async () => {
+    const session = new LoggingSession('workflow-1', 'execution-invariant', 'api', 'req-1')
+    const sourceTraceSpans = [
+      {
+        id: 'span-invariant',
+        name: 'Function',
+        type: 'function',
+        duration: 1,
+        startTime: '2026-07-01T00:00:00.000Z',
+        endTime: '2026-07-01T00:00:00.001Z',
+        status: 'success',
+        output: { apiKey: 'ordinary-value' },
+      },
+    ]
+    session.setResolvedSecretTraceRegistry(
+      createSecretRegistry([{ plaintext: 'E', replacement: '{{X}}' }])
+    )
+    prepareTraceSpansForProjectionMock.mockImplementationOnce(
+      async ({ traceSpans }: { traceSpans: Array<Record<string, unknown>> }) =>
+        traceSpans.map((span) => ({ ...span, output: { apiKey: '[REDACTED]' } }))
+    )
+
+    await session.safeComplete({ traceSpans: sourceTraceSpans as any })
+
+    const persistedSpans = completeWorkflowExecutionMock.mock.calls[0]?.[0].traceSpans
+    expect(persistedSpans).toEqual([
+      expect.objectContaining({
+        id: 'span-invariant',
+        status: 'success',
+      }),
+    ])
+    expect(persistedSpans[0]).not.toHaveProperty('output')
+    expect(createOTelSpansMock).toHaveBeenCalledWith(
+      expect.objectContaining({ traceSpans: persistedSpans })
+    )
+    expect(createOTelSpansMock.mock.calls[0]?.[0].traceSpans).toBe(persistedSpans)
+    expect(sourceTraceSpans[0].output).toEqual({ apiKey: 'ordinary-value' })
+  })
+
+  it('hydrates post-transform refs before sharing structural-only spans with persistence and OTel', async () => {
+    const session = new LoggingSession('workflow-1', 'execution-ref-invariant', 'api', 'req-1')
+    const sourceTraceSpans = [
+      {
+        id: 'span-ref-invariant',
+        name: 'Function',
+        type: 'function',
+        duration: 1,
+        startTime: '2026-07-01T00:00:00.000Z',
+        endTime: '2026-07-01T00:00:00.001Z',
+        status: 'success',
+        output: { apiKey: 'ordinary-value' },
+      },
+    ]
+    const ref = {
+      __simLargeValueRef: true,
+      version: 1,
+      id: 'lv_bbbbbbbbbbbb',
+      kind: 'string',
+      size: 32,
+      preview: '{{X}}',
+    } as const
+    session.setResolvedSecretTraceRegistry(
+      createSecretRegistry([{ plaintext: 'E', replacement: '{{X}}' }])
+    )
+    prepareTraceSpansForProjectionMock.mockImplementationOnce(
+      async ({ traceSpans }: { traceSpans: Array<Record<string, unknown>> }) =>
+        traceSpans.map((span) => ({ ...span, output: { payload: ref } }))
+    )
+    materializeLargeValueRefMock.mockResolvedValue({ value: 'hidden-E' })
+
+    await session.safeComplete({ traceSpans: sourceTraceSpans as any })
+
+    const persistedSpans = completeWorkflowExecutionMock.mock.calls[0]?.[0].traceSpans
+    expect(materializeLargeValueRefMock).toHaveBeenCalledWith(
+      ref,
+      expect.objectContaining({
+        executionId: 'execution-ref-invariant',
+        trackReference: false,
+      })
+    )
+    expect(storeLargeValueMock).not.toHaveBeenCalled()
+    expect(persistedSpans).toEqual([
+      expect.objectContaining({
+        id: 'span-ref-invariant',
+        status: 'success',
+      }),
+    ])
+    expect(persistedSpans[0]).not.toHaveProperty('output')
+    expect(createOTelSpansMock.mock.calls[0]?.[0].traceSpans).toBe(persistedSpans)
+    expect(sourceTraceSpans[0].output).toEqual({ apiKey: 'ordinary-value' })
+  })
+
+  it('projects synthetic error spans without copying the raw error into OTel metadata', async () => {
+    const session = new LoggingSession('workflow-1', 'execution-error-safe', 'api', 'req-1')
+    const secret = 'sk-demo-error-7f3a91'
+
+    session.setResolvedSecretTraceRegistry(
+      createSecretRegistry([{ plaintext: secret, replacement: '{{OPENAI_API_KEY}}' }])
+    )
+    completeWorkflowExecutionMock.mockResolvedValue({})
+    const rawExecutionState = {
+      blockStates: { 'function-1': { output: { result: secret } } },
+      executedBlocks: ['function-1'],
+      blockLogs: [],
+      decisions: { router: {}, condition: {} },
+      completedLoops: [],
+      activeExecutionPath: ['function-1'],
+    }
+
+    await session.safeCompleteWithError({
+      error: { message: `Function failed with ${secret}` },
+      executionState: rawExecutionState,
+    })
+
+    expect(completeWorkflowExecutionMock).toHaveBeenCalledWith(
+      expect.objectContaining({
+        finalOutput: { error: `Function failed with ${secret}` },
+        traceSpans: [
+          expect.objectContaining({
+            output: { error: 'Function failed with {{OPENAI_API_KEY}}' },
+          }),
+        ],
+        completionFailure: `Function failed with ${secret}`,
+        executionState: expect.objectContaining({
+          blockStates: { 'function-1': { output: { result: secret } } },
+        }),
+      })
+    )
+    expect(createOTelSpansMock).toHaveBeenCalledWith(
+      expect.not.objectContaining({ error: expect.anything() })
+    )
+    expect(workflowExecutedMock).toHaveBeenCalledWith(
+      expect.not.objectContaining({ errorMessage: expect.anything() })
+    )
+  })
+
+  it('keeps fallback functional output unchanged', async () => {
+    const session = new LoggingSession('workflow-1', 'execution-fallback-safe', 'api', 'req-1')
+    const secret = 'sk-demo-fallback-7f3a91'
+
+    session.setResolvedSecretTraceRegistry(
+      createSecretRegistry([{ plaintext: secret, replacement: '{{OPENAI_API_KEY}}' }])
+    )
+    completeWorkflowExecutionMock
+      .mockRejectedValueOnce(new Error('primary persistence failed'))
+      .mockResolvedValueOnce({})
+    const executionState = {
+      blockStates: { 'function-1': { output: { result: secret } } },
+      executedBlocks: ['function-1'],
+      blockLogs: [],
+      decisions: { router: {}, condition: {} },
+      completedLoops: [],
+      activeExecutionPath: ['function-1'],
+    }
+
+    await session.safeComplete({
+      finalOutput: { echoed: secret },
+      executionState,
+    })
+
+    expect(completeWorkflowExecutionMock).toHaveBeenLastCalledWith(
+      expect.objectContaining({
+        finalOutput: { echoed: secret },
+        finalizationPath: 'fallback_completed',
+        executionState: expect.objectContaining({ blockStates: executionState.blockStates }),
+      })
+    )
+  })
+
+  it('persists structural-only spans when installed provenance is incomplete', async () => {
+    const session = new LoggingSession('workflow-1', 'execution-incomplete', 'api', 'req-1')
+    session.setResolvedSecretTraceRegistry(createSecretRegistry([], false))
+    completeWorkflowExecutionMock.mockResolvedValue({})
+
+    await session.safeComplete({
+      finalOutput: { raw: 'functional-data' },
+      traceSpans: [
+        {
+          id: 'span-1',
+          name: 'Agent',
+          type: 'agent',
+          duration: 1,
+          startTime: '2026-07-01T00:00:00.000Z',
+          endTime: '2026-07-01T00:00:00.001Z',
+          status: 'success',
+          output: { raw: 'unknown-provenance' },
+        },
+      ],
+    })
+
+    expect(completeWorkflowExecutionMock).toHaveBeenCalledWith(
+      expect.objectContaining({
+        finalOutput: { raw: 'functional-data' },
+        traceSpans: [
+          expect.not.objectContaining({
+            output: expect.anything(),
+          }),
+        ],
+      })
+    )
+  })
+
+  it('fails closed to structural-only spans when provenance was not installed', async () => {
+    const session = new LoggingSession('workflow-1', 'execution-no-registry', 'api', 'req-1')
+    completeWorkflowExecutionMock.mockResolvedValue({})
+
+    await session.safeComplete({
+      traceSpans: [
+        {
+          id: 'span-1',
+          name: 'Function',
+          type: 'function',
+          duration: 1,
+          startTime: '2026-07-01T00:00:00.000Z',
+          endTime: '2026-07-01T00:00:00.001Z',
+          output: { unknown: 'provenance' },
+        },
+      ],
+    })
+
+    expect(completeWorkflowExecutionMock).toHaveBeenCalledWith(
+      expect.objectContaining({
+        finalOutput: {},
+        traceSpans: [expect.not.objectContaining({ output: expect.anything() })],
+      })
+    )
+  })
+
+  it('projects live block errors and terminal block logs without mutating raw callback data', async () => {
+    const session = new LoggingSession('workflow-1', 'execution-display-safe', 'manual', 'req-1')
+    const secret = '1234'
+    const rawError = `Reference Error: Line 1: return blah +${secret} - blah is not defined`
+    const rawLog = {
+      blockId: 'function-1',
+      blockName: 'Function 1',
+      blockType: 'function',
+      startedAt: '2026-07-01T00:00:00.000Z',
+      endedAt: '2026-07-01T00:00:00.001Z',
+      durationMs: 1,
+      success: false,
+      executionOrder: 1,
+      input: { code: `return blah +${secret}` },
+      output: { error: rawError },
+      error: rawError,
+    }
+    session.setResolvedSecretTraceRegistry(
+      createSecretRegistry([{ plaintext: secret, replacement: '{{NUMBER_SECRET}}' }])
+    )
+
+    const display = await session.projectDisplayContent({
+      input: rawLog.input,
+      output: rawLog.output,
+      error: rawError,
+    })
+    const [displayLog] = await session.projectBlockLogsForDisplay([rawLog])
+
+    expect(display).toEqual({
+      input: { code: 'return blah +{{NUMBER_SECRET}}' },
+      output: {
+        error: 'Reference Error: Line 1: return blah +{{NUMBER_SECRET}} - blah is not defined',
+      },
+      error: 'Reference Error: Line 1: return blah +{{NUMBER_SECRET}} - blah is not defined',
+      clearLiveDisplay: true,
+    })
+    expect(displayLog.input).toEqual(display.input)
+    expect(displayLog.output).toEqual(display.output)
+    expect(displayLog.error).toBe(display.error)
+    expect(displayLog.clearLiveDisplay).toBe(true)
+    expect(rawLog.input.code).toBe(`return blah +${secret}`)
+    expect(rawLog.output.error).toBe(rawError)
+    expect(rawLog.error).toBe(rawError)
+  })
+
+  it('projects large terminal log sets in bounded batches without dropping rows', async () => {
+    const session = new LoggingSession('workflow-1', 'execution-display-batches', 'manual', 'req-1')
+    session.setResolvedSecretTraceRegistry(
+      createSecretRegistry([{ plaintext: 'raw-secret', replacement: '{{TOKEN}}' }])
+    )
+    const rawLogs = Array.from({ length: 129 }, (_, index) => ({
+      blockId: `function-${index}`,
+      blockName: `Function ${index}`,
+      blockType: 'function',
+      startedAt: '2026-07-01T00:00:00.000Z',
+      endedAt: '2026-07-01T00:00:00.001Z',
+      durationMs: 1,
+      success: true,
+      executionOrder: index,
+      output: { value: `row-${index}:raw-secret` },
+    }))
+
+    const displayLogs = await session.projectBlockLogsForDisplay(rawLogs)
+
+    expect(displayLogs).toHaveLength(rawLogs.length)
+    expect(displayLogs[0].output).toEqual({ value: 'row-0:{{TOKEN}}' })
+    expect(displayLogs[128].output).toEqual({ value: 'row-128:{{TOKEN}}' })
+    expect(rawLogs[128].output.value).toBe('row-128:raw-secret')
+  })
+
+  it('projects a numeric Function result produced by a resolved numeric secret', async () => {
+    const session = new LoggingSession('workflow-1', 'execution-numeric-secret', 'manual', 'req-1')
+    session.setResolvedSecretTraceRegistry(
+      createSecretRegistry([{ plaintext: '1234', replacement: '{{OPENAI_API_KEY}}' }])
+    )
+    const rawLog = {
+      blockId: 'function-1',
+      blockName: 'Function 1',
+      blockType: 'function',
+      startedAt: '2026-07-01T00:00:00.000Z',
+      endedAt: '2026-07-01T00:00:00.001Z',
+      durationMs: 1,
+      success: true,
+      executionOrder: 1,
+      input: { code: 'return 1234' },
+      output: { result: 1234, stdout: '' },
+    }
+
+    const [displayLog] = await session.projectBlockLogsForDisplay([rawLog])
+
+    expect(displayLog.input).toEqual({ code: 'return {{OPENAI_API_KEY}}' })
+    expect(displayLog.output).toEqual({ result: '{{OPENAI_API_KEY}}', stdout: '' })
+    expect(rawLog.output.result).toBe(1234)
+  })
+
+  it('suppresses live deltas once a resolved secret is active', async () => {
+    const active = new LoggingSession('workflow-1', 'execution-live-active', 'manual', 'req-1')
+    active.setResolvedSecretTraceRegistry(
+      createSecretRegistry([{ plaintext: 'split-secret', replacement: '{{SECRET}}' }])
+    )
+
+    const inactive = new LoggingSession('workflow-1', 'execution-live-inactive', 'manual', 'req-1')
+    inactive.setResolvedSecretTraceRegistry(createSecretRegistry([]))
+
+    await expect(active.projectLiveDisplayText('chunk', 'split-')).resolves.toEqual({
+      clearLiveDisplay: true,
+    })
+    await expect(inactive.projectLiveDisplayText('chunk', 'ordinary text')).resolves.toEqual({
+      chunk: 'ordinary text',
+    })
+  })
+
   it('derives fallback cost from trace spans when the primary completion fails', async () => {
     const session = new LoggingSession('workflow-1', 'execution-6', 'api', 'req-1') as any
 
@@ -328,6 +885,7 @@ describe('LoggingSession completion retries', () => {
 
   it('persists failed error semantics when completeWithError receives non-error trace spans', async () => {
     const session = new LoggingSession('workflow-1', 'execution-4', 'api', 'req-1')
+    session.setResolvedSecretTraceRegistry(createSecretRegistry([]))
     const traceSpans = [
       {
         id: 'span-1',
@@ -431,6 +989,14 @@ describe('LoggingSession completion retries', () => {
     completeWorkflowExecutionMock
       .mockRejectedValueOnce(new Error('pause finalize failed'))
       .mockResolvedValueOnce({})
+    const executionState = {
+      blockStates: { 'function-1': { output: { result: 'raw-secret-value' } } },
+      executedBlocks: ['function-1'],
+      blockLogs: [],
+      decisions: { router: {}, condition: {} },
+      completedLoops: [],
+      activeExecutionPath: ['function-1'],
+    }
 
     await expect(
       session.safeCompleteWithPause({
@@ -438,11 +1004,18 @@ describe('LoggingSession completion retries', () => {
         totalDurationMs: 10,
         traceSpans: [],
         workflowInput: { hello: 'world' },
+        executionState,
       })
     ).resolves.toBeUndefined()
 
     expect(session.hasCompleted()).toBe(true)
     expect(completeWorkflowExecutionMock).toHaveBeenCalledTimes(2)
+    expect(completeWorkflowExecutionMock).toHaveBeenLastCalledWith(
+      expect.objectContaining({
+        finalizationPath: 'paused',
+        executionState: expect.objectContaining({ blockStates: executionState.blockStates }),
+      })
+    )
   })
 
   it('persists last started block independently from cost accumulation', async () => {
@@ -667,11 +1240,22 @@ describe('completeWithError cancelled-status guard', () => {
     dbChainMockFns.limit.mockRejectedValueOnce(new Error('DB connection lost'))
     completeWorkflowExecutionMock.mockResolvedValue({})
     const session = new LoggingSession('workflow-1', 'execution-1', 'api', 'req-1')
+    const executionState = {
+      blockStates: { 'function-1': { output: { result: 'raw-secret-value' } } },
+      executedBlocks: ['function-1'],
+      blockLogs: [],
+      decisions: { router: {}, condition: {} },
+      completedLoops: [],
+      activeExecutionPath: ['function-1'],
+    }
 
-    await session.safeCompleteWithError({ error: { message: 'block failed' } })
+    await session.safeCompleteWithError({
+      error: { message: 'block failed' },
+      executionState,
+    })
 
     expect(completeWorkflowExecutionMock).toHaveBeenCalledWith(
-      expect.objectContaining({ finalizationPath: 'force_failed' })
+      expect.objectContaining({ finalizationPath: 'force_failed', executionState })
     )
     expect(session.hasCompleted()).toBe(true)
   })
diff --git a/apps/sim/lib/logs/execution/logging-session.ts b/apps/sim/lib/logs/execution/logging-session.ts
index dcd2a0054cd..9703d5b57bd 100644
--- a/apps/sim/lib/logs/execution/logging-session.ts
+++ b/apps/sim/lib/logs/execution/logging-session.ts
@@ -6,6 +6,8 @@ import { and, eq, sql } from 'drizzle-orm'
 import { releaseExecutionSlot } from '@/lib/billing/calculations/usage-reservation'
 import type { BillingAttributionSnapshot } from '@/lib/billing/core/billing-attribution'
 import { isRetryableInfrastructureError } from '@/lib/core/errors/retryable-infrastructure'
+import type { LargeValueStoreContext } from '@/lib/execution/payloads/store'
+import type { SecretSafeBlockLog } from '@/lib/logs/execution/display-types'
 import { executionLogger } from '@/lib/logs/execution/logger'
 import {
   type CostSummaryOptions,
@@ -21,6 +23,10 @@ import {
   setLastCompletedBlock,
   setLastStartedBlock,
 } from '@/lib/logs/execution/progress-markers'
+import {
+  enforceTraceSpanSecretInvariant,
+  projectTraceSpansForSecrets,
+} from '@/lib/logs/execution/trace-secret-projection'
 import { traceSpansIndicateFailure } from '@/lib/logs/execution/trace-spans/trace-spans'
 import type {
   ExecutionEnvironment,
@@ -32,6 +38,8 @@ import type {
   WorkflowState,
 } from '@/lib/logs/types'
 import type { SerializableExecutionState } from '@/executor/execution/types'
+import type { BlockLog } from '@/executor/types'
+import { ResolvedSecretTraceRegistry } from '@/executor/utils/resolved-secret-trace-registry'
 
 type TriggerData = Record<string, unknown> & {
   correlation?: NonNullable<ExecutionTrigger['data']>['correlation']
@@ -83,11 +91,32 @@ function buildCompletedMarkerPersistenceQuery(params: {
 
 /** Progress-marker and status writes on `workflow_execution_logs` use the exec pool. */
 const execDb = dbFor('exec')
+const BLOCK_LOG_PROJECTION_BATCH_SIZE = 64
+
+function structuralBlockLog(log: BlockLog): BlockLog {
+  const {
+    input: _input,
+    output: _output,
+    error: _error,
+    childTraceSpans: _childTraceSpans,
+    ...structural
+  } = log
+  return structural
+}
 
 const logger = createLogger('LoggingSession')
 
 type CompletionAttempt = 'complete' | 'error' | 'cancelled' | 'paused'
 
+export interface SecretSafeDisplayContent {
+  input?: unknown
+  output?: unknown
+  error?: string
+  text?: string
+  chunk?: string
+  clearLiveDisplay?: true
+}
+
 export interface SessionStartParams {
   userId?: string
   /** Explicit initiating actor for callers that do not populate `userId`. */
@@ -120,12 +149,14 @@ export interface SessionErrorCompleteParams {
   }
   traceSpans?: TraceSpan[]
   skipCost?: boolean
+  executionState?: SerializableExecutionState
 }
 
 export interface SessionCancelledParams {
   endedAt?: string
   totalDurationMs?: number
   traceSpans?: TraceSpan[]
+  executionState?: SerializableExecutionState
 }
 
 export interface SessionPausedParams {
@@ -133,6 +164,7 @@ export interface SessionPausedParams {
   totalDurationMs?: number
   traceSpans?: TraceSpan[]
   workflowInput?: any
+  executionState?: SerializableExecutionState
 }
 
 export interface LoggingSessionOptions {
@@ -166,6 +198,8 @@ export class LoggingSession {
   private costOptions?: CostSummaryOptions
   private pendingProgressWrites = new Set<Promise<void>>()
   private postExecutionPromise: Promise<void> | null = null
+  private resolvedSecretTraceRegistry?: ResolvedSecretTraceRegistry
+  private traceLargeValueAccess: LargeValueStoreContext = {}
 
   constructor(
     workflowId: string,
@@ -186,6 +220,187 @@ export class LoggingSession {
         : undefined
   }
 
+  /** Installs the run-scoped provenance used only at the terminal TraceSpan boundary. */
+  setResolvedSecretTraceRegistry(registry: ResolvedSecretTraceRegistry): void {
+    this.resolvedSecretTraceRegistry = registry
+  }
+
+  /** Adds the trusted execution-ref scope needed to rewrite offloaded trace content. */
+  setTraceLargeValueAccess(context: LargeValueStoreContext): void {
+    this.traceLargeValueAccess = context
+  }
+
+  private getSecretProjectionStore(): LargeValueStoreContext {
+    return {
+      ...this.traceLargeValueAccess,
+      workspaceId: this.environment?.workspaceId,
+      workflowId: this.workflowId,
+      executionId: this.executionId,
+      userId: this.actorUserId ?? this.environment?.userId,
+    }
+  }
+
+  private async projectRawTraceSpans(traceSpans: TraceSpan[]): Promise<TraceSpan[]> {
+    return projectTraceSpansForSecrets(traceSpans, {
+      registry: this.resolvedSecretTraceRegistry,
+      store: this.getSecretProjectionStore(),
+    })
+  }
+
+  /**
+   * Produces a display-only copy of known observability content through the same
+   * projector used for persisted TraceSpans. Runtime values and callback payloads
+   * remain untouched, and an unavailable projection yields no content fields.
+   */
+  async projectDisplayContent(
+    content: SecretSafeDisplayContent
+  ): Promise<SecretSafeDisplayContent> {
+    try {
+      const envelope: Record<string, unknown> = {}
+      for (const key of ['input', 'output', 'error', 'text', 'chunk'] as const) {
+        if (Object.hasOwn(content, key)) envelope[key] = content[key]
+      }
+
+      const now = new Date().toISOString()
+      const [projectedSpan] = await this.projectRawTraceSpans([
+        {
+          id: 'secret-safe-display-projection',
+          name: 'Display Projection',
+          type: 'display',
+          duration: 0,
+          startTime: now,
+          endTime: now,
+          output: envelope,
+        },
+      ])
+      const projected = this.readProjectedDisplayContent(projectedSpan?.output)
+      return this.shouldClearLiveDisplay() ? { ...projected, clearLiveDisplay: true } : projected
+    } catch {
+      logger.warn('Display secret projection failed; omitting display content')
+      return {}
+    }
+  }
+
+  private readProjectedDisplayContent(
+    projectedEnvelope: TraceSpan['output'] | undefined
+  ): SecretSafeDisplayContent {
+    if (!projectedEnvelope) return {}
+
+    const projected: SecretSafeDisplayContent = {}
+    if (Object.hasOwn(projectedEnvelope, 'input')) projected.input = projectedEnvelope.input
+    if (Object.hasOwn(projectedEnvelope, 'output')) projected.output = projectedEnvelope.output
+    if (typeof projectedEnvelope.error === 'string') projected.error = projectedEnvelope.error
+    if (typeof projectedEnvelope.text === 'string') projected.text = projectedEnvelope.text
+    if (typeof projectedEnvelope.chunk === 'string') projected.chunk = projectedEnvelope.chunk
+    return projected
+  }
+
+  /**
+   * Projects terminal reconciliation logs without changing the executor-owned
+   * BlockLogs. Child traces use the identical TraceSpan projection boundary.
+   */
+  async projectBlockLogsForDisplay(blockLogs: BlockLog[]): Promise<SecretSafeBlockLog[]> {
+    const now = new Date().toISOString()
+    const displayLogs: SecretSafeBlockLog[] = []
+    const clearLiveDisplay = this.shouldClearLiveDisplay()
+
+    for (let offset = 0; offset < blockLogs.length; offset += BLOCK_LOG_PROJECTION_BATCH_SIZE) {
+      const batch = blockLogs.slice(offset, offset + BLOCK_LOG_PROJECTION_BATCH_SIZE)
+      let projectedLogs: TraceSpan[]
+      try {
+        projectedLogs = await this.projectRawTraceSpans(
+          batch.map((log, index) => ({
+            id: `secret-safe-block-log-${offset + index}`,
+            name: 'Block Log Display Projection',
+            type: 'display',
+            duration: 0,
+            startTime: now,
+            endTime: now,
+            output: {
+              ...(log.input !== undefined ? { input: log.input } : {}),
+              ...(log.output !== undefined ? { output: log.output } : {}),
+              ...(log.error !== undefined ? { error: log.error } : {}),
+            },
+            ...(log.childTraceSpans ? { children: log.childTraceSpans } : {}),
+          }))
+        )
+      } catch {
+        logger.warn('Block-log secret projection failed; retaining structural logs only')
+        displayLogs.push(...batch.map(structuralBlockLog))
+        continue
+      }
+
+      for (let index = 0; index < batch.length; index += 1) {
+        const log = batch[index]
+        const display = this.readProjectedDisplayContent(projectedLogs[index]?.output)
+        displayLogs.push({
+          ...structuralBlockLog(log),
+          ...(clearLiveDisplay ? { clearLiveDisplay: true as const } : {}),
+          ...(Object.hasOwn(display, 'input')
+            ? { input: display.input as Record<string, unknown> }
+            : {}),
+          ...(Object.hasOwn(display, 'output')
+            ? { output: display.output as BlockLog['output'] }
+            : {}),
+          ...(display.error !== undefined ? { error: display.error } : {}),
+          ...(projectedLogs[index]?.children
+            ? { childTraceSpans: projectedLogs[index].children }
+            : {}),
+        })
+      }
+    }
+
+    return displayLogs
+  }
+
+  /**
+   * Live deltas may split one literal across multiple events. Once provenance is
+   * active (or incomplete), suppress their display copy instead of attempting a
+   * per-chunk replacement that could miss the split value.
+   */
+  async projectLiveDisplayText(
+    field: 'text' | 'chunk',
+    value: string
+  ): Promise<SecretSafeDisplayContent> {
+    if (
+      !this.resolvedSecretTraceRegistry?.isComplete() ||
+      this.resolvedSecretTraceRegistry.getActiveMatches().length > 0
+    ) {
+      return { clearLiveDisplay: true }
+    }
+    return this.projectDisplayContent({ [field]: value })
+  }
+
+  private shouldClearLiveDisplay(): boolean {
+    return (
+      !this.resolvedSecretTraceRegistry?.isComplete() ||
+      this.resolvedSecretTraceRegistry.getActiveMatches().length > 0
+    )
+  }
+
+  private async projectTraceSpans(traceSpans: TraceSpan[]): Promise<TraceSpan[]> {
+    const sourceTraceSpans = await executionLogger.loadTraceSpansForProjection({
+      executionId: this.executionId,
+      workflowId: this.workflowId,
+      workspaceId: this.environment?.workspaceId ?? null,
+      traceSpans,
+      isResume: this.isResume,
+    })
+    const secretSafeTraceSpans = await this.projectRawTraceSpans(sourceTraceSpans)
+    const preparedTraceSpans = await executionLogger.prepareTraceSpansForProjection({
+      executionId: this.executionId,
+      workflowId: this.workflowId,
+      workspaceId: this.environment?.workspaceId ?? null,
+      userId: this.actorUserId ?? this.environment?.userId,
+      traceSpans: secretSafeTraceSpans,
+    })
+    const invariantSafeTraceSpans = await enforceTraceSpanSecretInvariant(preparedTraceSpans, {
+      registry: this.resolvedSecretTraceRegistry,
+      store: this.getSecretProjectionStore(),
+    })
+    return invariantSafeTraceSpans
+  }
+
   async onBlockStart(
     blockId: string,
     blockName: string,
@@ -303,6 +518,7 @@ export class LoggingSession {
     level?: 'info' | 'error'
     status?: 'completed' | 'failed' | 'cancelled' | 'pending'
   }): Promise<void> {
+    const executionState = this.withResolvedSecretTraceProvenance(params.executionState)
     await executionLogger.completeWorkflowExecution({
       executionId: this.executionId,
       endedAt: params.endedAt,
@@ -311,7 +527,7 @@ export class LoggingSession {
       finalOutput: params.finalOutput,
       traceSpans: params.traceSpans,
       workflowInput: params.workflowInput,
-      executionState: params.executionState,
+      executionState,
       finalizationPath: params.finalizationPath,
       completionFailure: params.completionFailure,
       isResume: this.isResume,
@@ -337,6 +553,27 @@ export class LoggingSession {
     }
   }
 
+  private withResolvedSecretTraceProvenance(
+    executionState?: SerializableExecutionState
+  ): SerializableExecutionState | undefined {
+    if (!this.resolvedSecretTraceRegistry) return executionState
+
+    const resolvedSecretTraceProvenance = this.resolvedSecretTraceRegistry.exportProvenance()
+    if (executionState) {
+      return { ...executionState, resolvedSecretTraceProvenance }
+    }
+
+    return {
+      blockStates: {},
+      executedBlocks: [],
+      blockLogs: [],
+      decisions: { router: {}, condition: {} },
+      completedLoops: [],
+      activeExecutionPath: [],
+      resolvedSecretTraceProvenance,
+    }
+  }
+
   async onBlockComplete(
     blockId: string,
     blockName: string,
@@ -371,6 +608,14 @@ export class LoggingSession {
     } = params
     this.actorUserId = billingAttribution?.actorUserId ?? actorUserId ?? userId ?? null
     this.billingAttribution = billingAttribution
+    if (!this.resolvedSecretTraceRegistry) {
+      const scopeUserId = userId ?? this.actorUserId
+      this.resolvedSecretTraceRegistry = new ResolvedSecretTraceRegistry(
+        [],
+        scopeUserId ? { userId: scopeUserId, workspaceId } : undefined
+      )
+      if (skipLogCreation) this.resolvedSecretTraceRegistry.markIncomplete()
+    }
 
     try {
       this.trigger = createTriggerObject(this.triggerType, triggerData)
@@ -419,35 +664,38 @@ export class LoggingSession {
     }
     this.completing = true
 
-    const { endedAt, totalDurationMs, finalOutput, traceSpans, workflowInput, executionState } =
-      params
+    const { endedAt, totalDurationMs, workflowInput, executionState } = params
+    const finalOutput = params.finalOutput || {}
+    const rawTraceSpans = params.traceSpans || []
 
     try {
-      const costSummary = calculateCostSummary(traceSpans || [], this.costOptions)
+      const costSummary = calculateCostSummary(rawTraceSpans, this.costOptions)
       const endTime = endedAt || new Date().toISOString()
       const duration = totalDurationMs || 0
+      const hasErrors = traceSpansIndicateFailure(rawTraceSpans)
+      const traceSpans = await this.projectTraceSpans(rawTraceSpans)
 
       await this.completeExecutionWithFinalization({
         endedAt: endTime,
         totalDurationMs: duration,
         costSummary,
-        finalOutput: finalOutput || {},
-        traceSpans: traceSpans || [],
+        finalOutput,
+        traceSpans,
         workflowInput,
         executionState,
         finalizationPath: 'completed',
+        level: hasErrors ? 'error' : 'info',
+        status: hasErrors ? 'failed' : 'completed',
       })
 
       this.completed = true
 
-      if (traceSpans && traceSpans.length > 0) {
+      if (traceSpans.length > 0) {
         try {
           const { PlatformEvents, createOTelSpansForWorkflowExecution } = await import(
             '@/lib/core/telemetry'
           )
 
-          const hasErrors = traceSpansIndicateFailure(traceSpans)
-
           PlatformEvents.workflowExecuted({
             workflowId: this.workflowId,
             durationMs: duration,
@@ -513,13 +761,14 @@ export class LoggingSession {
         return
       }
 
-      const { endedAt, totalDurationMs, error, traceSpans, skipCost } = params
+      const { endedAt, totalDurationMs, error, skipCost } = params
+      const rawTraceSpans = params.traceSpans || []
 
       const endTime = endedAt ? new Date(endedAt) : new Date()
       const durationMs = typeof totalDurationMs === 'number' ? totalDurationMs : 0
       const startTime = new Date(endTime.getTime() - Math.max(1, durationMs))
 
-      const hasProvidedSpans = Array.isArray(traceSpans) && traceSpans.length > 0
+      const hasProvidedSpans = rawTraceSpans.length > 0
 
       // calculateCostSummary([]) / (undefined) already returns the base-charge
       // summary, so the no-spans branch needs no separate literal.
@@ -535,7 +784,7 @@ export class LoggingSession {
             models: {},
             charges: {},
           }
-        : calculateCostSummary(traceSpans, this.costOptions)
+        : calculateCostSummary(rawTraceSpans, this.costOptions)
 
       const message = error?.message || 'Run failed before starting blocks'
 
@@ -551,7 +800,7 @@ export class LoggingSession {
         output: { error: message },
       }
 
-      const spans = hasProvidedSpans ? traceSpans : [errorSpan]
+      const spans = await this.projectTraceSpans(hasProvidedSpans ? rawTraceSpans : [errorSpan])
 
       await this.completeExecutionWithFinalization({
         endedAt: endTime.toISOString(),
@@ -559,6 +808,7 @@ export class LoggingSession {
         costSummary,
         finalOutput: { error: message },
         traceSpans: spans,
+        executionState: params.executionState,
         level: 'error',
         status: 'failed',
         finalizationPath: 'force_failed',
@@ -578,7 +828,6 @@ export class LoggingSession {
           trigger: this.triggerType,
           blocksExecuted: spans.length,
           hasErrors: true,
-          errorMessage: message,
         })
 
         createOTelSpansForWorkflowExecution({
@@ -591,7 +840,6 @@ export class LoggingSession {
           endTime: endTime.toISOString(),
           totalDurationMs: Math.max(1, durationMs),
           status: 'error',
-          error: message,
         })
       } catch (_e) {
         // Silently fail
@@ -622,7 +870,8 @@ export class LoggingSession {
     this.completing = true
 
     try {
-      const { endedAt, totalDurationMs, traceSpans } = params
+      const { endedAt, totalDurationMs } = params
+      const rawTraceSpans = params.traceSpans || []
 
       const endTime = endedAt ? new Date(endedAt) : new Date()
       const durationMs = typeof totalDurationMs === 'number' ? totalDurationMs : 0
@@ -646,14 +895,16 @@ export class LoggingSession {
 
       // calculateCostSummary handles empty/undefined spans by returning the
       // base-charge summary, so no separate no-spans literal is needed.
-      const costSummary = calculateCostSummary(traceSpans, this.costOptions)
+      const costSummary = calculateCostSummary(rawTraceSpans, this.costOptions)
+      const traceSpans = await this.projectTraceSpans(rawTraceSpans)
 
       await this.completeExecutionWithFinalization({
         endedAt: endTime.toISOString(),
         totalDurationMs: Math.max(1, durationMs),
         costSummary,
         finalOutput: { cancelled: true },
-        traceSpans: traceSpans || [],
+        traceSpans,
+        executionState: params.executionState,
         finalizationPath: 'cancelled',
         status: 'cancelled',
       })
@@ -669,11 +920,11 @@ export class LoggingSession {
           durationMs: Math.max(1, durationMs),
           status: 'cancelled',
           trigger: this.triggerType,
-          blocksExecuted: traceSpans?.length || 0,
+          blocksExecuted: traceSpans.length,
           hasErrors: false,
         })
 
-        if (traceSpans && traceSpans.length > 0) {
+        if (traceSpans.length > 0) {
           const startTime = new Date(endTime.getTime() - Math.max(1, durationMs))
           createOTelSpansForWorkflowExecution({
             workflowId: this.workflowId,
@@ -716,7 +967,8 @@ export class LoggingSession {
     this.completing = true
 
     try {
-      const { endedAt, totalDurationMs, traceSpans, workflowInput } = params
+      const { endedAt, totalDurationMs, workflowInput } = params
+      const rawTraceSpans = params.traceSpans || []
 
       const endTime = endedAt ? new Date(endedAt) : new Date()
       const durationMs = typeof totalDurationMs === 'number' ? totalDurationMs : 0
@@ -740,15 +992,17 @@ export class LoggingSession {
 
       // calculateCostSummary handles empty/undefined spans by returning the
       // base-charge summary, so no separate no-spans literal is needed.
-      const costSummary = calculateCostSummary(traceSpans, this.costOptions)
+      const costSummary = calculateCostSummary(rawTraceSpans, this.costOptions)
+      const traceSpans = await this.projectTraceSpans(rawTraceSpans)
 
       await this.completeExecutionWithFinalization({
         endedAt: endTime.toISOString(),
         totalDurationMs: Math.max(1, durationMs),
         costSummary,
         finalOutput: { paused: true },
-        traceSpans: traceSpans || [],
+        traceSpans,
         workflowInput,
+        executionState: params.executionState,
         finalizationPath: 'paused',
         status: 'pending',
       })
@@ -764,12 +1018,12 @@ export class LoggingSession {
           durationMs: Math.max(1, durationMs),
           status: 'paused',
           trigger: this.triggerType,
-          blocksExecuted: traceSpans?.length || 0,
+          blocksExecuted: traceSpans.length,
           hasErrors: false,
           totalCost: costSummary.totalCost || 0,
         })
 
-        if (traceSpans && traceSpans.length > 0) {
+        if (traceSpans.length > 0) {
           const startTime = new Date(endTime.getTime() - Math.max(1, durationMs))
           createOTelSpansForWorkflowExecution({
             workflowId: this.workflowId,
@@ -947,6 +1201,7 @@ export class LoggingSession {
         isError: false,
         finalizationPath: 'fallback_completed',
         finalOutput: params.finalOutput || {},
+        executionState: params.executionState,
       })
     }
   }
@@ -976,6 +1231,7 @@ export class LoggingSession {
         finalOutput: {
           error: params?.error?.message || `Execution failed to store trace spans: ${errorMsg}`,
         },
+        executionState: params?.executionState,
         status: 'failed',
       })
     }
@@ -1005,6 +1261,7 @@ export class LoggingSession {
         isError: false,
         finalizationPath: 'cancelled',
         finalOutput: { cancelled: true },
+        executionState: params?.executionState,
         status: 'cancelled',
       })
     }
@@ -1032,6 +1289,7 @@ export class LoggingSession {
         isError: false,
         finalizationPath: 'paused',
         finalOutput: { paused: true },
+        executionState: params?.executionState,
         status: 'pending',
       })
     }
@@ -1128,6 +1386,7 @@ export class LoggingSession {
     isError: boolean
     finalizationPath: ExecutionFinalizationPath
     finalOutput?: Record<string, unknown>
+    executionState?: SerializableExecutionState
     status?: 'completed' | 'failed' | 'cancelled' | 'pending'
   }): Promise<void> {
     if (this.completed || this.completing) {
@@ -1155,6 +1414,7 @@ export class LoggingSession {
         costSummary,
         finalOutput,
         traceSpans: [],
+        executionState: params.executionState,
         finalizationPath: params.finalizationPath,
         completionFailure: params.errorMessage,
         level: params.isError ? 'error' : 'info',
diff --git a/apps/sim/lib/logs/execution/trace-secret-projection.test.ts b/apps/sim/lib/logs/execution/trace-secret-projection.test.ts
new file mode 100644
index 00000000000..835896e36d0
--- /dev/null
+++ b/apps/sim/lib/logs/execution/trace-secret-projection.test.ts
@@ -0,0 +1,1111 @@
+/**
+ * @vitest-environment node
+ */
+import { createHash } from 'node:crypto'
+import { beforeEach, describe, expect, it, vi } from 'vitest'
+
+const { materializeLargeValueRefMock, storeLargeValueMock } = vi.hoisted(() => ({
+  materializeLargeValueRefMock: vi.fn(),
+  storeLargeValueMock: vi.fn(),
+}))
+
+vi.mock('@/lib/execution/payloads/store', () => ({
+  materializeLargeValueRef: materializeLargeValueRefMock,
+  storeLargeValue: storeLargeValueMock,
+}))
+
+import {
+  enforceTraceSpanSecretInvariant,
+  projectTraceSpansForSecrets,
+} from '@/lib/logs/execution/trace-secret-projection'
+import type { TraceSpan } from '@/lib/logs/types'
+import {
+  type ResolvedSecretTraceMatch,
+  ResolvedSecretTraceRegistry,
+} from '@/executor/utils/resolved-secret-trace-registry'
+
+const STORE = {
+  workspaceId: 'workspace-1',
+  workflowId: 'workflow-1',
+  executionId: 'execution-1',
+  userId: 'user-1',
+}
+
+function createRegistry(
+  matches: ResolvedSecretTraceMatch[],
+  complete = true
+): ResolvedSecretTraceRegistry {
+  return {
+    isComplete: () => complete,
+    getActiveMatches: () => matches,
+  } as unknown as ResolvedSecretTraceRegistry
+}
+
+function createSpan(overrides: Partial<TraceSpan> = {}): TraceSpan {
+  return {
+    id: 'span-1',
+    name: 'Function',
+    type: 'function',
+    duration: 20,
+    startTime: '2026-07-01T00:00:00.000Z',
+    endTime: '2026-07-01T00:00:00.020Z',
+    status: 'success',
+    ...overrides,
+  }
+}
+
+beforeEach(() => {
+  vi.clearAllMocks()
+})
+
+describe('projectTraceSpansForSecrets', () => {
+  it('protects only literals activated by a successful Secrets-tab substitution', async () => {
+    const plaintext = 'trace/secret+value'
+    const registry = new ResolvedSecretTraceRegistry([
+      {
+        name: 'API_SECRET',
+        plaintext,
+        encryptedValue: 'encrypted-api-secret',
+      },
+    ])
+    const transformations = {
+      urlEncoded: encodeURIComponent(plaintext),
+      base64: Buffer.from(plaintext).toString('base64'),
+      sha256: createHash('sha256').update(plaintext).digest('hex'),
+    }
+    const source = createSpan({
+      output: {
+        direct: `prefix:${plaintext}:suffix`,
+        ...transformations,
+      },
+    })
+
+    const beforeResolution = await projectTraceSpansForSecrets([source], {
+      registry,
+      store: STORE,
+    })
+
+    expect(beforeResolution[0].output).toEqual(source.output)
+    expect(registry.recordResolved('API_SECRET', plaintext)).toBe(true)
+
+    const afterResolution = await projectTraceSpansForSecrets([source], {
+      registry,
+      store: STORE,
+    })
+
+    expect(afterResolution[0].output).toEqual({
+      direct: 'prefix:{{API_SECRET}}:suffix',
+      ...transformations,
+    })
+    expect(source.output).toEqual({
+      direct: `prefix:${plaintext}:suffix`,
+      ...transformations,
+    })
+  })
+
+  it('projects exact secret literals only inside schema-defined content', async () => {
+    const secret = 'secret/value with spaces'
+    const encoded = encodeURIComponent(secret)
+    const source = createSpan({
+      id: `structural-${secret}`,
+      name: `Structural ${secret}`,
+      blockId: secret,
+      input: { prompt: `prefix:${secret}:suffix`, encoded },
+      output: { [secret]: secret },
+      thinking: `thinking ${secret}`,
+      errorMessage: `error ${secret}`,
+      modelToolCalls: [{ id: 'call-1', name: 'lookup', arguments: { token: secret } }],
+      toolCalls: [
+        {
+          name: 'legacy',
+          duration: 1,
+          startTime: '2026-07-01T00:00:00.000Z',
+          endTime: '2026-07-01T00:00:00.001Z',
+          status: 'error',
+          input: { token: secret },
+          output: { echoed: secret },
+          error: `failed ${secret}`,
+        },
+      ],
+      providerTiming: {
+        duration: 10,
+        startTime: '2026-07-01T00:00:00.000Z',
+        endTime: '2026-07-01T00:00:00.010Z',
+        segments: [
+          {
+            type: 'model',
+            name: 'model-1',
+            startTime: 0,
+            endTime: 10,
+            duration: 10,
+            assistantContent: secret,
+            thinkingContent: `why ${secret}`,
+            errorMessage: `bad ${secret}`,
+            toolCalls: [{ id: 'call-2', name: 'lookup', arguments: secret }],
+          },
+        ],
+      },
+      children: [createSpan({ id: 'child-1', output: { child: secret } })],
+    })
+
+    const result = await projectTraceSpansForSecrets([source], {
+      registry: createRegistry([{ plaintext: secret, replacement: '{{API_SECRET}}' }]),
+      store: STORE,
+    })
+
+    const span = result[0]
+    expect(span.id).toBe(`structural-${secret}`)
+    expect(span.name).toBe(`Structural ${secret}`)
+    expect(span.blockId).toBe(secret)
+    expect(span.input).toEqual({
+      prompt: 'prefix:{{API_SECRET}}:suffix',
+      encoded,
+    })
+    expect(span.output).toEqual({ '{{API_SECRET}}': '{{API_SECRET}}' })
+    expect(span.thinking).toBe('thinking {{API_SECRET}}')
+    expect(span.errorMessage).toBe('error {{API_SECRET}}')
+    expect(span.modelToolCalls?.[0].arguments).toEqual({ token: '{{API_SECRET}}' })
+    expect(span.toolCalls?.[0]).toEqual(
+      expect.objectContaining({
+        input: { token: '{{API_SECRET}}' },
+        output: { echoed: '{{API_SECRET}}' },
+        error: 'failed {{API_SECRET}}',
+      })
+    )
+    expect(span.providerTiming?.segments[0]).toEqual(
+      expect.objectContaining({
+        assistantContent: '{{API_SECRET}}',
+        thinkingContent: 'why {{API_SECRET}}',
+        errorMessage: 'bad {{API_SECRET}}',
+        toolCalls: [
+          expect.objectContaining({
+            arguments: '{{API_SECRET}}',
+          }),
+        ],
+      })
+    )
+    expect(span.children?.[0].output).toEqual({ child: '{{API_SECRET}}' })
+    expect(source.output).toEqual({ [secret]: secret })
+    expect(result[0]).not.toBe(source)
+  })
+
+  it('uses deterministic longest matches and does not rescan replacements', async () => {
+    const result = await projectTraceSpansForSecrets(
+      [createSpan({ output: { value: 'secret-suffix secret A_SECRET' } })],
+      {
+        registry: createRegistry([
+          { plaintext: 'secret', replacement: '{{SHORT}}' },
+          { plaintext: 'secret-suffix', replacement: '{{LONG}}' },
+          { plaintext: 'A_SECRET', replacement: '{{A_SECRET}}' },
+        ]),
+        store: STORE,
+      }
+    )
+
+    expect(result[0].output).toEqual({
+      value: '{{LONG}} {{SHORT}} ',
+    })
+  })
+
+  it('keeps matching bounded with a full 10,000-entry provenance set', async () => {
+    const dormant = Array.from({ length: 9_998 }, (_, index) => ({
+      plaintext: `unused-secret-${index}`,
+      replacement: `{{UNUSED_${index}}}`,
+    }))
+    const result = await projectTraceSpansForSecrets(
+      [createSpan({ output: { value: 'prefix secret-suffix suffix' } })],
+      {
+        registry: createRegistry([
+          ...dormant,
+          { plaintext: 'secret', replacement: '{{SHORT}}' },
+          { plaintext: 'secret-suffix', replacement: '{{LONG}}' },
+        ]),
+        store: STORE,
+      }
+    )
+
+    expect(result[0].output).toEqual({ value: 'prefix {{LONG}} suffix' })
+  })
+
+  it('chooses the lexicographically first replacement for duplicate plaintext', async () => {
+    const result = await projectTraceSpansForSecrets(
+      [createSpan({ output: { value: 'same-value' } })],
+      {
+        registry: createRegistry([
+          { plaintext: 'same-value', replacement: '{{Z_SECRET}}' },
+          { plaintext: 'same-value', replacement: '{{A_SECRET}}' },
+          { plaintext: '', replacement: '{{EMPTY}}' },
+        ]),
+        store: STORE,
+      }
+    )
+
+    expect(result[0].output).toEqual({ value: '{{A_SECRET}}' })
+  })
+
+  it('supports one-character case-sensitive secrets without altering structural fields', async () => {
+    const result = await projectTraceSpansForSecrets(
+      [createSpan({ id: 'A-structural', output: { value: 'A a' } })],
+      {
+        registry: createRegistry([{ plaintext: 'A', replacement: '{{LETTER}}' }]),
+        store: STORE,
+      }
+    )
+
+    expect(result[0].id).toBe('A-structural')
+    expect(result[0].output).toEqual({ value: '{{LETTER}} a' })
+  })
+
+  it('projects a successfully resolved numeric Function result without mutating runtime output', async () => {
+    const runtimeOutput = { result: 1234, unchanged: 5678 }
+    const source = createSpan({ output: runtimeOutput })
+
+    const [result] = await projectTraceSpansForSecrets([source], {
+      registry: createRegistry([{ plaintext: '1234', replacement: '{{NUMERIC_SECRET}}' }]),
+      store: STORE,
+    })
+
+    expect(result.output).toEqual({ result: '{{NUMERIC_SECRET}}', unchanged: 5678 })
+    expect(source.output).toBe(runtimeOutput)
+    expect(runtimeOutput).toEqual({ result: 1234, unchanged: 5678 })
+  })
+
+  it('does not infer or redact values derived from a resolved secret', async () => {
+    const source = createSpan({
+      input: { code: 'return 1234 + 5' },
+      output: { result: 1239 },
+    })
+
+    const [result] = await projectTraceSpansForSecrets([source], {
+      registry: createRegistry([{ plaintext: '1234', replacement: '{{NUMERIC_SECRET}}' }]),
+      store: STORE,
+    })
+
+    expect(result.input).toEqual({ code: 'return {{NUMERIC_SECRET}} + 5' })
+    expect(result.output).toEqual({ result: 1239 })
+  })
+
+  it('omits a content field when secret replacement collides object keys', async () => {
+    const result = await projectTraceSpansForSecrets(
+      [createSpan({ input: { safe: 'keep' }, output: { secret: 1, '{{TOKEN}}': 2 } })],
+      {
+        registry: createRegistry([{ plaintext: 'secret', replacement: '{{TOKEN}}' }]),
+        store: STORE,
+      }
+    )
+
+    expect(result[0].input).toEqual({ safe: 'keep' })
+    expect(result[0]).not.toHaveProperty('output')
+  })
+
+  it('returns structural-only spans when provenance is incomplete', async () => {
+    const result = await projectTraceSpansForSecrets(
+      [
+        createSpan({
+          input: { secret: 'raw' },
+          output: { secret: 'raw' },
+          thinking: 'raw',
+          errorMessage: 'raw',
+          modelToolCalls: [{ id: 'call-1', name: 'lookup', arguments: 'raw' }],
+          toolCalls: [
+            {
+              name: 'legacy',
+              duration: 1,
+              startTime: '2026-07-01T00:00:00.000Z',
+              endTime: '2026-07-01T00:00:00.001Z',
+              status: 'error',
+              error: 'raw',
+            },
+          ],
+          providerTiming: {
+            duration: 1,
+            startTime: '2026-07-01T00:00:00.000Z',
+            endTime: '2026-07-01T00:00:00.001Z',
+            segments: [
+              {
+                type: 'model',
+                startTime: 0,
+                endTime: 1,
+                duration: 1,
+                assistantContent: 'raw',
+                tokens: { input: 1, output: 2, total: 3 },
+              },
+            ],
+          },
+          children: [createSpan({ id: 'child-1', output: { secret: 'raw' } })],
+        }),
+      ],
+      { registry: createRegistry([], false), store: STORE }
+    )
+
+    const span = result[0]
+    expect(span).toMatchObject({
+      id: 'span-1',
+      name: 'Function',
+      status: 'success',
+      providerTiming: {
+        duration: 1,
+        segments: [expect.objectContaining({ tokens: { input: 1, output: 2, total: 3 } })],
+      },
+      children: [expect.objectContaining({ id: 'child-1' })],
+    })
+    expect(span).not.toHaveProperty('input')
+    expect(span).not.toHaveProperty('output')
+    expect(span).not.toHaveProperty('thinking')
+    expect(span).not.toHaveProperty('errorMessage')
+    expect(span.modelToolCalls).toEqual([{ id: 'call-1', name: 'lookup' }])
+    expect(span.toolCalls).toEqual([expect.objectContaining({ name: 'legacy', status: 'error' })])
+    expect(span.toolCalls?.[0]).not.toHaveProperty('error')
+    expect(span.providerTiming?.segments[0]).not.toHaveProperty('assistantContent')
+    expect(span.providerTiming?.segments[0].toolCalls).toBeUndefined()
+    expect(span.children?.[0]).not.toHaveProperty('output')
+  })
+
+  it('fails closed when a later log transform reintroduces an active literal', async () => {
+    const source = [createSpan({ output: { apiKey: '[REDACTED]' } })]
+
+    const result = await enforceTraceSpanSecretInvariant(source, {
+      registry: createRegistry([{ plaintext: 'E', replacement: '{{X}}' }]),
+      store: STORE,
+    })
+
+    expect(result[0]).not.toHaveProperty('output')
+    expect(source[0].output).toEqual({ apiKey: '[REDACTED]' })
+  })
+
+  it('fails the final invariant closed when provenance is incomplete', async () => {
+    const source = [createSpan({ output: { value: 'ordinary' } })]
+
+    const result = await enforceTraceSpanSecretInvariant(source, {
+      registry: createRegistry([], false),
+      store: STORE,
+    })
+
+    expect(result[0]).not.toHaveProperty('output')
+  })
+
+  it('preserves the exact span array after hydrated trace-owned refs pass the invariant', async () => {
+    const safeRef = {
+      __simLargeValueRef: true,
+      version: 1,
+      id: 'lv_bbbbbbbbbbbb',
+      kind: 'string',
+      size: 7,
+      preview: '{{X}}',
+    } as const
+    const source = [createSpan({ output: { payload: safeRef } })]
+    materializeLargeValueRefMock.mockResolvedValue({ value: '{{X}}' })
+
+    const result = await enforceTraceSpanSecretInvariant(source, {
+      registry: createRegistry([{ plaintext: 'E', replacement: '{{X}}' }]),
+      store: STORE,
+    })
+
+    expect(result).toBe(source)
+    expect(result[0].output).toEqual({ payload: safeRef })
+    expect(materializeLargeValueRefMock).toHaveBeenCalledTimes(1)
+    expect(storeLargeValueMock).not.toHaveBeenCalled()
+  })
+
+  it('checks every ref preview before deduplicating shared underlying values', async () => {
+    const safeRef = {
+      __simLargeValueRef: true,
+      version: 1,
+      id: 'lv_bbbbbbbbbbbb',
+      kind: 'string',
+      size: 32,
+      preview: '{{X}}',
+    } as const
+    const unsafePreviewRef = {
+      ...safeRef,
+      preview: '[REDACTED]',
+    } as const
+    const source = [createSpan({ output: { first: safeRef, second: unsafePreviewRef } })]
+    materializeLargeValueRefMock.mockResolvedValue({ value: '{{X}}' })
+
+    const result = await enforceTraceSpanSecretInvariant(source, {
+      registry: createRegistry([{ plaintext: 'E', replacement: '{{X}}' }]),
+      store: STORE,
+    })
+
+    expect(result[0]).not.toHaveProperty('output')
+    expect(materializeLargeValueRefMock).not.toHaveBeenCalled()
+    expect(storeLargeValueMock).not.toHaveBeenCalled()
+  })
+
+  it('rejects secret-bearing metadata on a duplicate ref before storage-key deduplication', async () => {
+    const safeRef = {
+      __simLargeValueRef: true,
+      version: 1,
+      id: 'lv_bbbbbbbbbbbb',
+      kind: 'string',
+      size: 32,
+      preview: '{{X}}',
+    } as const
+    const refWithExtraMetadata = {
+      ...safeRef,
+      leaked: 'hidden-E',
+    }
+    const source = [createSpan({ output: { first: safeRef, duplicate: refWithExtraMetadata } })]
+    materializeLargeValueRefMock.mockResolvedValue({ value: '{{X}}' })
+
+    const result = await enforceTraceSpanSecretInvariant(source, {
+      registry: createRegistry([{ plaintext: 'E', replacement: '{{X}}' }]),
+      store: STORE,
+    })
+
+    expect(result[0]).not.toHaveProperty('output')
+    expect(materializeLargeValueRefMock).not.toHaveBeenCalled()
+    expect(storeLargeValueMock).not.toHaveBeenCalled()
+  })
+
+  it('hydrates nested refs found inside a ref preview', async () => {
+    const nestedRef = {
+      __simLargeValueRef: true,
+      version: 1,
+      id: 'lv_cccccccccccc',
+      kind: 'string',
+      size: 32,
+      preview: '{{X}}',
+    } as const
+    const outerRef = {
+      __simLargeValueRef: true,
+      version: 1,
+      id: 'lv_bbbbbbbbbbbb',
+      kind: 'object',
+      size: 64,
+      preview: { nested: nestedRef },
+    } as const
+    const source = [createSpan({ output: { payload: outerRef } })]
+    materializeLargeValueRefMock.mockImplementation(async (ref: { id: string }) =>
+      ref.id === nestedRef.id ? { value: 'hidden-E' } : { value: '{{X}}' }
+    )
+
+    const result = await enforceTraceSpanSecretInvariant(source, {
+      registry: createRegistry([{ plaintext: 'E', replacement: '{{X}}' }]),
+      store: STORE,
+    })
+
+    expect(result[0]).not.toHaveProperty('output')
+    expect(materializeLargeValueRefMock).toHaveBeenCalledWith(
+      nestedRef,
+      expect.objectContaining({ trackReference: false })
+    )
+    expect(storeLargeValueMock).not.toHaveBeenCalled()
+  })
+
+  it('verifies nested preview refs before deduplicating equal storage keys', async () => {
+    const nestedRef = {
+      __simLargeValueRef: true,
+      version: 1,
+      id: 'lv_cccccccccccc',
+      kind: 'string',
+      size: 32,
+      preview: '{{X}}',
+    } as const
+    const outerRefWithNestedPreview = {
+      __simLargeValueRef: true,
+      version: 1,
+      id: 'lv_bbbbbbbbbbbb',
+      kind: 'object',
+      size: 64,
+      preview: { nested: nestedRef },
+    } as const
+    const outerRefWithPlainPreview = {
+      ...outerRefWithNestedPreview,
+      preview: { visible: '{{X}}' },
+    } as const
+    const source = [
+      createSpan({
+        output: {
+          first: outerRefWithNestedPreview,
+          second: outerRefWithPlainPreview,
+        },
+      }),
+    ]
+    materializeLargeValueRefMock.mockImplementation(async (ref: { id: string }) =>
+      ref.id === nestedRef.id ? { value: 'hidden-E' } : { value: '{{X}}' }
+    )
+
+    const result = await enforceTraceSpanSecretInvariant(source, {
+      registry: createRegistry([{ plaintext: 'E', replacement: '{{X}}' }]),
+      store: STORE,
+    })
+
+    expect(result[0]).not.toHaveProperty('output')
+    expect(materializeLargeValueRefMock).toHaveBeenCalledWith(
+      nestedRef,
+      expect.objectContaining({ trackReference: false })
+    )
+    expect(storeLargeValueMock).not.toHaveBeenCalled()
+  })
+
+  it('fails closed when a trace-owned ref contains a secret beyond its preview', async () => {
+    const ref = {
+      __simLargeValueRef: true,
+      version: 1,
+      id: 'lv_bbbbbbbbbbbb',
+      kind: 'string',
+      size: 32,
+      preview: '{{X}}',
+    } as const
+    const source = [createSpan({ output: { payload: ref } })]
+    materializeLargeValueRefMock.mockResolvedValue({ visibleAfterPreview: 'value-E' })
+
+    const result = await enforceTraceSpanSecretInvariant(source, {
+      registry: createRegistry([{ plaintext: 'E', replacement: '{{X}}' }]),
+      store: STORE,
+    })
+
+    expect(result[0]).not.toHaveProperty('output')
+    expect(materializeLargeValueRefMock).toHaveBeenCalledTimes(1)
+    expect(storeLargeValueMock).not.toHaveBeenCalled()
+  })
+
+  it('does not double-count manifest chunks against the hydration byte budget', async () => {
+    const byteSize = 40 * 1024 * 1024
+    const chunkRef = {
+      __simLargeValueRef: true,
+      version: 1,
+      id: 'lv_cccccccccccc',
+      kind: 'array',
+      size: byteSize,
+      preview: [{ token: '{{X}}' }],
+    } as const
+    const manifest = {
+      __simLargeArrayManifest: true,
+      version: 2,
+      kind: 'array',
+      totalCount: 1,
+      chunkCount: 1,
+      byteSize,
+      chunks: [{ ref: chunkRef, count: 1, byteSize }],
+      preview: [{ token: '{{X}}' }],
+    } as const
+    const source = [createSpan({ output: { items: manifest } })]
+    materializeLargeValueRefMock.mockResolvedValue([{ token: '{{X}}' }])
+
+    const result = await enforceTraceSpanSecretInvariant(source, {
+      registry: createRegistry([{ plaintext: 'E', replacement: '{{X}}' }]),
+      store: STORE,
+    })
+
+    expect(result).toBe(source)
+    expect(materializeLargeValueRefMock).toHaveBeenCalledTimes(1)
+    expect(storeLargeValueMock).not.toHaveBeenCalled()
+  })
+
+  it.each(['ref-first', 'manifest-first'] as const)(
+    'charges shared manifest payload refs once with %s property order',
+    async (order) => {
+      const byteSize = 40 * 1024 * 1024
+      const chunkRef = {
+        __simLargeValueRef: true,
+        version: 1,
+        id: 'lv_cccccccccccc',
+        kind: 'array',
+        size: byteSize,
+        preview: [{ token: '{{X}}' }],
+      } as const
+      const manifest = {
+        __simLargeArrayManifest: true,
+        version: 2,
+        kind: 'array',
+        totalCount: 1,
+        chunkCount: 1,
+        byteSize,
+        chunks: [{ ref: chunkRef, count: 1, byteSize }],
+        preview: [{ token: '{{X}}' }],
+      } as const
+      const clonedManifest = {
+        ...manifest,
+        chunks: [{ ...manifest.chunks[0] }],
+        preview: [...manifest.preview],
+      }
+      const output =
+        order === 'ref-first'
+          ? { direct: chunkRef, manifest, clonedManifest }
+          : { manifest, clonedManifest, direct: chunkRef }
+      const source = [createSpan({ output })]
+      materializeLargeValueRefMock.mockResolvedValue([{ token: '{{X}}' }])
+
+      const result = await enforceTraceSpanSecretInvariant(source, {
+        registry: createRegistry([{ plaintext: 'E', replacement: '{{X}}' }]),
+        store: STORE,
+      })
+
+      expect(result).toBe(source)
+      expect(materializeLargeValueRefMock).toHaveBeenCalledTimes(1)
+      expect(storeLargeValueMock).not.toHaveBeenCalled()
+    }
+  )
+
+  it('fails closed when a trace-owned manifest chunk contains a secret', async () => {
+    const chunkRef = {
+      __simLargeValueRef: true,
+      version: 1,
+      id: 'lv_cccccccccccc',
+      kind: 'array',
+      size: 32,
+      preview: [{ token: '{{X}}' }],
+    } as const
+    const manifest = {
+      __simLargeArrayManifest: true,
+      version: 2,
+      kind: 'array',
+      totalCount: 1,
+      chunkCount: 1,
+      byteSize: 32,
+      chunks: [{ ref: chunkRef, count: 1, byteSize: 32 }],
+      preview: [{ token: '{{X}}' }],
+    } as const
+    const source = [createSpan({ output: { items: manifest } })]
+    materializeLargeValueRefMock.mockResolvedValue([{ token: 'hidden-E' }])
+
+    const result = await enforceTraceSpanSecretInvariant(source, {
+      registry: createRegistry([{ plaintext: 'E', replacement: '{{X}}' }]),
+      store: STORE,
+    })
+
+    expect(result[0]).not.toHaveProperty('output')
+    expect(materializeLargeValueRefMock).toHaveBeenCalledTimes(1)
+    expect(storeLargeValueMock).not.toHaveBeenCalled()
+  })
+
+  it('hydrates and re-stores large values without retaining the source ref', async () => {
+    const sourceRef = {
+      __simLargeValueRef: true,
+      version: 1,
+      id: 'lv_aaaaaaaaaaaa',
+      kind: 'object',
+      size: 9_000_000,
+    } as const
+    const safeRef = {
+      __simLargeValueRef: true,
+      version: 1,
+      id: 'lv_bbbbbbbbbbbb',
+      kind: 'object',
+      size: 32,
+      preview: { keys: ['token'] },
+    } as const
+    materializeLargeValueRefMock.mockResolvedValue({ token: 'top-secret' })
+    storeLargeValueMock.mockResolvedValue(safeRef)
+
+    const result = await projectTraceSpansForSecrets(
+      [createSpan({ output: { payload: sourceRef } })],
+      {
+        registry: createRegistry([{ plaintext: 'top-secret', replacement: '{{API_SECRET}}' }]),
+        store: STORE,
+      }
+    )
+
+    expect(materializeLargeValueRefMock).toHaveBeenCalledWith(
+      sourceRef,
+      expect.objectContaining({
+        trackReference: false,
+        maxBytes: 64 * 1024 * 1024,
+      })
+    )
+    expect(storeLargeValueMock).toHaveBeenCalledWith(
+      { token: '{{API_SECRET}}' },
+      JSON.stringify({ token: '{{API_SECRET}}' }),
+      expect.any(Number),
+      expect.objectContaining({ requireDurable: true })
+    )
+    expect(result[0].output).toEqual({ payload: safeRef })
+    expect(result[0].output).not.toEqual({ payload: sourceRef })
+  })
+
+  it('omits ref-backed content without reading or writing during display projection', async () => {
+    const sourceRef = {
+      __simLargeValueRef: true,
+      version: 1,
+      id: 'lv_aaaaaaaaaaaa',
+      kind: 'object',
+      size: 9_000_000,
+    } as const
+
+    const result = await projectTraceSpansForSecrets(
+      [createSpan({ input: { safe: true }, output: { payload: sourceRef } })],
+      {
+        registry: createRegistry([{ plaintext: 'top-secret', replacement: '{{API_SECRET}}' }]),
+        store: STORE,
+        allowLargeValueWrites: false,
+      }
+    )
+
+    expect(result[0].input).toEqual({ safe: true })
+    expect(result[0]).not.toHaveProperty('output')
+    expect(materializeLargeValueRefMock).not.toHaveBeenCalled()
+    expect(storeLargeValueMock).not.toHaveBeenCalled()
+  })
+
+  it('omits only the affected field when a large value cannot be re-stored', async () => {
+    const sourceRef = {
+      __simLargeValueRef: true,
+      version: 1,
+      id: 'lv_aaaaaaaaaaaa',
+      kind: 'object',
+      size: 9_000_000,
+    } as const
+    materializeLargeValueRefMock.mockResolvedValue({ token: 'top-secret' })
+    storeLargeValueMock.mockRejectedValue(new Error('storage unavailable'))
+
+    const result = await projectTraceSpansForSecrets(
+      [createSpan({ input: { safe: true }, output: { payload: sourceRef } })],
+      {
+        registry: createRegistry([{ plaintext: 'top-secret', replacement: '{{API_SECRET}}' }]),
+        store: STORE,
+      }
+    )
+
+    expect(result[0].input).toEqual({ safe: true })
+    expect(result[0]).not.toHaveProperty('output')
+  })
+
+  it('rewrites manifests chunk-by-chunk and derives a sanitized preview', async () => {
+    const chunkRef = {
+      __simLargeValueRef: true,
+      version: 1,
+      id: 'lv_aaaaaaaaaaaa',
+      kind: 'array',
+      size: 64,
+    } as const
+    const manifest = {
+      __simLargeArrayManifest: true,
+      version: 2,
+      kind: 'array',
+      totalCount: 1,
+      chunkCount: 1,
+      byteSize: 64,
+      chunks: [{ ref: chunkRef, count: 1, byteSize: 64 }],
+      preview: [{ token: 'top-secret' }],
+    } as const
+    materializeLargeValueRefMock.mockResolvedValue([{ token: 'top-secret' }])
+    storeLargeValueMock.mockImplementation(
+      async (_value: unknown, _json: string, size: number) => ({
+        __simLargeValueRef: true,
+        version: 1,
+        id: 'lv_bbbbbbbbbbbb',
+        kind: 'array',
+        size,
+      })
+    )
+
+    const result = await projectTraceSpansForSecrets(
+      [createSpan({ output: { items: manifest } })],
+      {
+        registry: createRegistry([{ plaintext: 'top-secret', replacement: '{{API_SECRET}}' }]),
+        store: STORE,
+      }
+    )
+
+    expect(materializeLargeValueRefMock).toHaveBeenCalledTimes(1)
+    const rewritten = result[0].output?.items
+    expect(rewritten).toEqual(
+      expect.objectContaining({
+        __simLargeArrayManifest: true,
+        totalCount: 1,
+        preview: [{ token: '{{API_SECRET}}' }],
+      })
+    )
+    expect(rewritten).not.toBe(manifest)
+  })
+
+  it('stores each sanitized manifest chunk before materializing the next chunk', async () => {
+    const sourceRefs = ['aaaaaaaaaaaa', 'bbbbbbbbbbbb'].map((suffix) => ({
+      __simLargeValueRef: true as const,
+      version: 1 as const,
+      id: `lv_${suffix}`,
+      kind: 'array' as const,
+      size: 32,
+    }))
+    const events: string[] = []
+    materializeLargeValueRefMock.mockImplementation(async (ref: { id: string }) => {
+      events.push(`materialize:${ref.id}`)
+      return [{ token: 'top-secret' }]
+    })
+    storeLargeValueMock.mockImplementation(async (_value: unknown, _json: string, size: number) => {
+      const index = events.filter((event) => event.startsWith('store:')).length
+      const id = `lv_safechunk${index.toString().padStart(3, '0')}`
+      events.push(`store:${id}`)
+      return {
+        __simLargeValueRef: true,
+        version: 1,
+        id,
+        kind: 'array',
+        size,
+      }
+    })
+    const manifest = {
+      __simLargeArrayManifest: true as const,
+      version: 2 as const,
+      kind: 'array' as const,
+      totalCount: 2,
+      chunkCount: 2,
+      byteSize: 64,
+      chunks: sourceRefs.map((ref) => ({ ref, count: 1, byteSize: 32 })),
+      preview: [],
+    }
+
+    const result = await projectTraceSpansForSecrets(
+      [createSpan({ output: { items: manifest } })],
+      {
+        registry: createRegistry([{ plaintext: 'top-secret', replacement: '{{API_SECRET}}' }]),
+        store: STORE,
+      }
+    )
+
+    expect(events).toEqual([
+      'materialize:lv_aaaaaaaaaaaa',
+      'store:lv_safechunk000',
+      'materialize:lv_bbbbbbbbbbbb',
+      'store:lv_safechunk001',
+    ])
+    expect(result[0].output?.items).toEqual(
+      expect.objectContaining({ chunkCount: 2, totalCount: 2 })
+    )
+  })
+
+  it('fails closed before sanitized manifest chunks exceed the cumulative output budget', async () => {
+    const sourceRefs = Array.from({ length: 70 }, (_, index) => ({
+      __simLargeValueRef: true as const,
+      version: 1 as const,
+      id: `lv_${index.toString().padStart(12, '0')}`,
+      kind: 'array' as const,
+      size: 1,
+    }))
+    const expandedValue = 'a'.repeat(1024)
+    materializeLargeValueRefMock.mockImplementation(async () => [expandedValue])
+    storeLargeValueMock.mockImplementation(
+      async (_value: unknown, _json: string, size: number) => ({
+        __simLargeValueRef: true,
+        version: 1,
+        id: `lv_safe${storeLargeValueMock.mock.calls.length.toString().padStart(8, '0')}`,
+        kind: 'array',
+        size,
+      })
+    )
+    const manifest = {
+      __simLargeArrayManifest: true as const,
+      version: 2 as const,
+      kind: 'array' as const,
+      totalCount: sourceRefs.length,
+      chunkCount: sourceRefs.length,
+      byteSize: sourceRefs.length,
+      chunks: sourceRefs.map((ref) => ({ ref, count: 1, byteSize: 1 })),
+      preview: [],
+    }
+
+    const result = await projectTraceSpansForSecrets(
+      [createSpan({ input: { ok: true }, output: { items: manifest } })],
+      {
+        registry: createRegistry([{ plaintext: 'a', replacement: 'X'.repeat(1024) }]),
+        store: STORE,
+      }
+    )
+
+    expect(storeLargeValueMock).toHaveBeenCalledTimes(63)
+    expect(result[0].input).toEqual({ ok: true })
+    expect(result[0]).not.toHaveProperty('output')
+  })
+
+  it('rejects a manifest when storage reuses one sanitized ref for multiple chunks', async () => {
+    const sourceRefs = ['aaaaaaaaaaaa', 'bbbbbbbbbbbb'].map((suffix) => ({
+      __simLargeValueRef: true as const,
+      version: 1 as const,
+      id: `lv_${suffix}`,
+      kind: 'array' as const,
+      size: 32,
+    }))
+    const reusedRef = {
+      __simLargeValueRef: true as const,
+      version: 1 as const,
+      id: 'lv_reusedref000',
+      kind: 'array' as const,
+      size: 32,
+    }
+    materializeLargeValueRefMock.mockResolvedValue([{ token: 'top-secret' }])
+    storeLargeValueMock.mockResolvedValue(reusedRef)
+    const manifest = {
+      __simLargeArrayManifest: true as const,
+      version: 2 as const,
+      kind: 'array' as const,
+      totalCount: 2,
+      chunkCount: 2,
+      byteSize: 64,
+      chunks: sourceRefs.map((ref) => ({ ref, count: 1, byteSize: 32 })),
+      preview: [],
+    }
+
+    const result = await projectTraceSpansForSecrets(
+      [createSpan({ input: { safe: true }, output: { items: manifest } })],
+      {
+        registry: createRegistry([{ plaintext: 'top-secret', replacement: '{{API_SECRET}}' }]),
+        store: STORE,
+      }
+    )
+
+    expect(storeLargeValueMock).toHaveBeenCalledTimes(2)
+    expect(result[0].input).toEqual({ safe: true })
+    expect(result[0]).not.toHaveProperty('output')
+  })
+
+  it('does not invoke array map while replacing refs and sanitizing inline content', async () => {
+    const sourceRef = {
+      __simLargeValueRef: true,
+      version: 1,
+      id: 'lv_aaaaaaaaaaaa',
+      kind: 'object',
+      size: 32,
+    } as const
+    const safeRef = {
+      __simLargeValueRef: true,
+      version: 1,
+      id: 'lv_bbbbbbbbbbbb',
+      kind: 'object',
+      size: 32,
+    } as const
+    const map = vi.fn(() => {
+      throw new Error('array map must not be invoked')
+    })
+    const values: unknown[] = [sourceRef, 'top-secret']
+    Object.defineProperty(values, 'map', { value: map })
+    materializeLargeValueRefMock.mockResolvedValue({ token: 'top-secret' })
+    storeLargeValueMock.mockResolvedValue(safeRef)
+
+    const result = await projectTraceSpansForSecrets([createSpan({ output: values })], {
+      registry: createRegistry([{ plaintext: 'top-secret', replacement: '{{API_SECRET}}' }]),
+      store: STORE,
+    })
+
+    expect(map).not.toHaveBeenCalled()
+    expect(result[0].output).toEqual([safeRef, '{{API_SECRET}}'])
+  })
+
+  it('omits an oversized sparse content array without allocating its declared length', async () => {
+    const sparse: unknown[] = []
+    sparse.length = 100_001
+    sparse[0] = 'top-secret'
+
+    const [result] = await projectTraceSpansForSecrets(
+      [createSpan({ input: { safe: true }, output: sparse })],
+      {
+        registry: createRegistry([{ plaintext: 'top-secret', replacement: '{{API_SECRET}}' }]),
+        store: STORE,
+      }
+    )
+
+    expect(result.input).toEqual({ safe: true })
+    expect(result).not.toHaveProperty('output')
+  })
+
+  it('caps no-secret structural cloning by depth', async () => {
+    let source = createSpan({ id: 'depth-150', output: { safe: true } })
+    for (let depth = 149; depth >= 0; depth -= 1) {
+      source = createSpan({ id: `depth-${depth}`, children: [source] })
+    }
+
+    const [result] = await projectTraceSpansForSecrets([source], {
+      registry: createRegistry([]),
+      store: STORE,
+    })
+
+    let projectedDepth = 0
+    let cursor: TraceSpan | undefined = result
+    while (cursor?.children?.[0]) {
+      projectedDepth += 1
+      cursor = cursor.children[0]
+    }
+    expect(projectedDepth).toBe(100)
+    expect(cursor?.children).toEqual([])
+  })
+
+  it('caps structural fallback cardinality and strips every retained call argument', async () => {
+    const call = { id: 'call-1', name: 'lookup', arguments: { secret: 'raw' } }
+    const source = createSpan({
+      output: { secret: 'raw' },
+      modelToolCalls: Array(100_005).fill(call),
+      children: [createSpan({ id: 'unreached-child', output: { secret: 'raw' } })],
+    })
+
+    const [result] = await projectTraceSpansForSecrets([source], {
+      registry: createRegistry([], false),
+      store: STORE,
+    })
+
+    expect(result).not.toHaveProperty('output')
+    expect(result.modelToolCalls?.length).toBeLessThan(source.modelToolCalls?.length ?? 0)
+    expect(result.modelToolCalls?.every((retained) => !Object.hasOwn(retained, 'arguments'))).toBe(
+      true
+    )
+    expect(result.children).toEqual([])
+  })
+
+  it('bounds active-path model tool calls with the global structure budget', async () => {
+    const call = { id: 'call-1', name: 'lookup', arguments: { secret: 'top-secret' } }
+    const source = createSpan({
+      output: { secret: 'top-secret' },
+      modelToolCalls: Array(100_005).fill(call),
+      children: [createSpan({ id: 'unreached-child', output: { secret: 'top-secret' } })],
+    })
+
+    const [result] = await projectTraceSpansForSecrets([source], {
+      registry: createRegistry([{ plaintext: 'top-secret', replacement: '{{API_SECRET}}' }]),
+      store: STORE,
+    })
+
+    expect(result).not.toHaveProperty('output')
+    expect(result.modelToolCalls?.length).toBeLessThan(source.modelToolCalls?.length ?? 0)
+    expect(result.modelToolCalls?.every((retained) => !Object.hasOwn(retained, 'arguments'))).toBe(
+      true
+    )
+    expect(result.children).toEqual([])
+  })
+
+  it('iterates wide records without bulk property-descriptor materialization', async () => {
+    const descriptorSpy = vi.spyOn(Object, 'getOwnPropertyDescriptors').mockImplementation(() => {
+      throw new Error('bulk descriptor materialization is forbidden')
+    })
+
+    let result: TraceSpan[] = []
+    try {
+      result = await projectTraceSpansForSecrets(
+        [createSpan({ output: { token: 'top-secret' } })],
+        {
+          registry: createRegistry([{ plaintext: 'top-secret', replacement: '{{API_SECRET}}' }]),
+          store: STORE,
+        }
+      )
+    } finally {
+      descriptorSpy.mockRestore()
+    }
+
+    expect(result[0].output).toEqual({ token: '{{API_SECRET}}' })
+  })
+
+  it('uses bounded structural fallback when matcher construction fails', async () => {
+    let source = createSpan({ id: 'depth-150', output: { secret: 'raw' } })
+    for (let depth = 149; depth >= 0; depth -= 1) {
+      source = createSpan({ id: `depth-${depth}`, children: [source] })
+    }
+
+    const [result] = await projectTraceSpansForSecrets([source], {
+      registry: createRegistry([
+        { plaintext: 's'.repeat(64 * 1024 + 1), replacement: '{{TOO_LARGE}}' },
+      ]),
+      store: STORE,
+    })
+
+    let projectedDepth = 0
+    let cursor: TraceSpan | undefined = result
+    while (cursor?.children?.[0]) {
+      expect(cursor).not.toHaveProperty('output')
+      projectedDepth += 1
+      cursor = cursor.children[0]
+    }
+    expect(projectedDepth).toBe(100)
+    expect(cursor).not.toHaveProperty('output')
+    expect(cursor?.children).toEqual([])
+  })
+})
diff --git a/apps/sim/lib/logs/execution/trace-secret-projection.ts b/apps/sim/lib/logs/execution/trace-secret-projection.ts
new file mode 100644
index 00000000000..0632dc231c7
--- /dev/null
+++ b/apps/sim/lib/logs/execution/trace-secret-projection.ts
@@ -0,0 +1,1840 @@
+import { createLogger } from '@sim/logger'
+import { isPlainRecord, omit } from '@sim/utils/object'
+import {
+  isLargeArrayManifest,
+  LARGE_ARRAY_MANIFEST_MARKER,
+  LARGE_ARRAY_MANIFEST_PREVIEW_MAX_BYTES,
+  type LargeArrayManifest,
+} from '@/lib/execution/payloads/large-array-manifest-metadata'
+import {
+  isLargeValueRef,
+  LARGE_VALUE_REF_MARKER,
+  type LargeValueRef,
+} from '@/lib/execution/payloads/large-value-ref'
+import {
+  MAX_DURABLE_LARGE_VALUE_BYTES,
+  MAX_INLINE_MATERIALIZATION_BYTES,
+} from '@/lib/execution/payloads/materialization.server'
+import type { LargeValueStoreContext } from '@/lib/execution/payloads/store'
+import { materializeLargeValueRef, storeLargeValue } from '@/lib/execution/payloads/store'
+import type { ToolCall, TraceSpan } from '@/lib/logs/types'
+import type { IterationToolCall, ProviderTimingSegment } from '@/executor/types'
+import type {
+  ResolvedSecretTraceMatch,
+  ResolvedSecretTraceRegistry,
+} from '@/executor/utils/resolved-secret-trace-registry'
+
+const logger = createLogger('TraceSecretProjection')
+const REF_CONCURRENCY = 4
+const MAX_CONTENT_NODES = 100_000
+const MAX_CONTENT_DEPTH = 100
+const MAX_MATCHER_NODES = 250_000
+const MAX_SECRET_LITERAL_LENGTH = 64 * 1024
+const MAX_MATCH_EVENTS = 1_000_000
+const MAX_LARGE_VALUES = 1_024
+const MAX_LARGE_VALUE_CHAIN_DEPTH = 32
+const MAX_LARGE_MANIFEST_CHUNKS = MAX_LARGE_VALUES
+const MAX_LARGE_MANIFEST_ITEMS = MAX_CONTENT_NODES
+const OMIT = Symbol('omit-trace-content')
+const LARGE_VALUE_REF_KEYS = new Set([
+  LARGE_VALUE_REF_MARKER,
+  'version',
+  'id',
+  'kind',
+  'size',
+  'key',
+  'executionId',
+  'preview',
+])
+const LARGE_VALUE_REF_REQUIRED_KEYS = new Set([
+  LARGE_VALUE_REF_MARKER,
+  'version',
+  'id',
+  'kind',
+  'size',
+])
+const LARGE_ARRAY_MANIFEST_KEYS = new Set([
+  LARGE_ARRAY_MANIFEST_MARKER,
+  'version',
+  'kind',
+  'totalCount',
+  'chunkCount',
+  'byteSize',
+  'chunks',
+  'preview',
+])
+const LARGE_ARRAY_MANIFEST_CHUNK_KEYS = new Set(['ref', 'count', 'byteSize'])
+
+interface SecretReplacement {
+  plaintext: string
+  replacement: string
+}
+
+interface SecretTrieNode {
+  children: Map<string, SecretTrieNode>
+  failure?: SecretTrieNode
+  outputLink?: SecretTrieNode
+  replacement?: SecretReplacement
+}
+
+interface SecretMatcher {
+  root: SecretTrieNode
+  maxPatternLength: number
+}
+
+interface ProjectionContext {
+  matcher: SecretMatcher
+  store: LargeValueStoreContext
+  allowLargeValueWrites: boolean
+  safeLargeValues: WeakSet<object>
+  oversizedGate: OversizedHydrationGate
+  refIoSemaphore: AsyncSemaphore
+  sourceLargeValueSizes: Map<string, number>
+  largeValueCache: Map<string, Promise<unknown>>
+  manifestIds: WeakMap<object, string>
+  nextManifestId: number
+  largeValueCount: number
+  sourceLargeValueBytes: number
+  storedLargeValueBytes: number
+  storedLargeValueCount: number
+}
+
+interface OversizedHydrationGate {
+  chain: Promise<void>
+}
+
+interface AsyncSemaphore {
+  active: number
+  waiters: Array<() => void>
+}
+
+interface TraversalState {
+  nodes: number
+  ancestors: WeakSet<object>
+}
+
+interface SanitizationTraversalState extends TraversalState {
+  outputBytes: number
+  maxBytes: number
+}
+
+interface PlaintextInvariantContext {
+  matcher: SecretMatcher
+  safeLargeValues: WeakSet<object>
+  /** Valid refs are trusted only after the full projector has already rewritten them. */
+  allowVerifiedLargeValues?: boolean
+  /** Full post-transform verification hydrates refs instead of trusting their previews. */
+  inspectLargeValuePreviews?: boolean
+}
+
+interface PostTransformInvariantContext {
+  projection: ProjectionContext
+  plaintext: PlaintextInvariantContext
+  contentState: TraversalState
+  collectionState: TraversalState
+  collectionSeen: WeakSet<object>
+  verificationCache: Map<string, Promise<unknown>>
+}
+
+export interface ProjectTraceSpansForSecretsOptions {
+  registry?: ResolvedSecretTraceRegistry
+  store: LargeValueStoreContext
+  /** Read-only display projections omit ref-backed content instead of writing another ref. */
+  allowLargeValueWrites?: boolean
+}
+
+class TraceSecretProjectionError extends Error {
+  constructor(message: string) {
+    super(message)
+    this.name = 'TraceSecretProjectionError'
+  }
+}
+
+function compareStrings(left: string, right: string): number {
+  if (left < right) return -1
+  if (left > right) return 1
+  return 0
+}
+
+function normalizeReplacements(matches: readonly ResolvedSecretTraceMatch[]): SecretReplacement[] {
+  const replacementByPlaintext = new Map<string, string>()
+
+  for (const match of matches) {
+    if (!match.plaintext) continue
+    const current = replacementByPlaintext.get(match.plaintext)
+    if (current === undefined || compareStrings(match.replacement, current) < 0) {
+      replacementByPlaintext.set(match.plaintext, match.replacement)
+    }
+  }
+
+  const provisional = [...replacementByPlaintext.keys()]
+    .map((plaintext) => {
+      const requested = replacementByPlaintext.get(plaintext) ?? ''
+      return { plaintext, replacement: requested }
+    })
+    .sort(
+      (left, right) =>
+        right.plaintext.length - left.plaintext.length ||
+        compareStrings(left.replacement, right.replacement) ||
+        compareStrings(left.plaintext, right.plaintext)
+    )
+
+  const detector = createSecretMatcher(
+    provisional.map(({ plaintext }) => ({ plaintext, replacement: '' }))
+  )
+  return provisional.map(({ plaintext, replacement }) => ({
+    plaintext,
+    replacement: containsSecret(replacement, detector) ? '' : replacement,
+  }))
+}
+
+function createSecretMatcher(replacements: readonly SecretReplacement[]): SecretMatcher {
+  const root: SecretTrieNode = { children: new Map<string, SecretTrieNode>() }
+  root.failure = root
+  let nodeCount = 1
+  let maxPatternLength = 0
+  for (const replacement of replacements) {
+    if (replacement.plaintext.length > MAX_SECRET_LITERAL_LENGTH) {
+      throw new TraceSecretProjectionError('Secret literal exceeds the matcher size limit')
+    }
+    maxPatternLength = Math.max(maxPatternLength, replacement.plaintext.length)
+    let node = root
+    for (let index = 0; index < replacement.plaintext.length; index += 1) {
+      const character = replacement.plaintext[index]
+      let child = node.children.get(character)
+      if (!child) {
+        child = { children: new Map<string, SecretTrieNode>() }
+        node.children.set(character, child)
+        nodeCount += 1
+        if (nodeCount > MAX_MATCHER_NODES) {
+          throw new TraceSecretProjectionError('Secret matcher node limit exceeded')
+        }
+      }
+      node = child
+    }
+    node.replacement = replacement
+  }
+
+  const queue: SecretTrieNode[] = []
+  for (const child of root.children.values()) {
+    child.failure = root
+    queue.push(child)
+  }
+  for (let cursor = 0; cursor < queue.length; cursor += 1) {
+    const node = queue[cursor]
+    for (const [character, child] of node.children) {
+      let fallback = node.failure ?? root
+      while (fallback !== root && !fallback.children.has(character)) {
+        fallback = fallback.failure ?? root
+      }
+      const transition = fallback.children.get(character)
+      child.failure = transition && transition !== child ? transition : root
+      child.outputLink = child.failure.replacement ? child.failure : child.failure.outputLink
+      queue.push(child)
+    }
+  }
+
+  return { root, maxPatternLength }
+}
+
+function createProjectionContext(
+  matcher: SecretMatcher,
+  store: LargeValueStoreContext,
+  allowLargeValueWrites: boolean
+): ProjectionContext {
+  return {
+    matcher,
+    store,
+    allowLargeValueWrites,
+    safeLargeValues: new WeakSet<object>(),
+    oversizedGate: { chain: Promise.resolve() },
+    refIoSemaphore: { active: 0, waiters: [] },
+    sourceLargeValueSizes: new Map<string, number>(),
+    largeValueCache: new Map<string, Promise<unknown>>(),
+    manifestIds: new WeakMap<object, string>(),
+    nextManifestId: 0,
+    largeValueCount: 0,
+    sourceLargeValueBytes: 0,
+    storedLargeValueBytes: 0,
+    storedLargeValueCount: 0,
+  }
+}
+
+function advanceMatcher(
+  matcher: SecretMatcher,
+  node: SecretTrieNode,
+  character: string
+): SecretTrieNode {
+  let current = node
+  while (current !== matcher.root && !current.children.has(character)) {
+    current = current.failure ?? matcher.root
+  }
+  return current.children.get(character) ?? matcher.root
+}
+
+function containsSecret(value: string, matcher: SecretMatcher): boolean {
+  let node = matcher.root
+  for (let index = 0; index < value.length; index += 1) {
+    node = advanceMatcher(matcher, node, value[index])
+    if (node.replacement || node.outputLink) return true
+  }
+  return false
+}
+
+function sanitizeString(
+  value: string,
+  matcher: SecretMatcher,
+  maxBytes = MAX_INLINE_MATERIALIZATION_BYTES
+): string {
+  if (maxBytes < 0) {
+    throw new TraceSecretProjectionError('Sanitized trace string exceeds the size limit')
+  }
+  if (Buffer.byteLength(value, 'utf8') > maxBytes) {
+    throw new TraceSecretProjectionError('Trace string exceeds the size limit')
+  }
+  if (matcher.maxPatternLength === 0 || value.length === 0) return value
+
+  let emitCursor = 0
+  let literalStart = 0
+  let outputBytes = 0
+  let matchEvents = 0
+  const chunks: string[] = []
+  const windowSize = matcher.maxPatternLength
+  const slotStarts = new Int32Array(windowSize)
+  const slotEnds = new Int32Array(windowSize)
+  slotStarts.fill(-1)
+  const slotReplacements = new Array<string | undefined>(windowSize)
+
+  const append = (chunk: string): void => {
+    if (!chunk) return
+    outputBytes += Buffer.byteLength(chunk, 'utf8')
+    if (outputBytes > maxBytes) {
+      throw new TraceSecretProjectionError('Sanitized trace string exceeds the size limit')
+    }
+    const lastIndex = chunks.length - 1
+    if (lastIndex >= 0 && chunks[lastIndex].length + chunk.length <= 64 * 1024) {
+      chunks[lastIndex] += chunk
+    } else {
+      chunks.push(chunk)
+    }
+  }
+
+  const finalizeThrough = (limit: number): void => {
+    while (emitCursor <= limit && emitCursor < value.length) {
+      const slot = emitCursor % windowSize
+      if (slotStarts[slot] === emitCursor && slotReplacements[slot] !== undefined) {
+        append(value.slice(literalStart, emitCursor))
+        append(slotReplacements[slot] ?? '')
+        emitCursor = slotEnds[slot]
+        literalStart = emitCursor
+      } else {
+        emitCursor += 1
+      }
+    }
+  }
+
+  let node = matcher.root
+  for (let index = 0; index < value.length; index += 1) {
+    node = advanceMatcher(matcher, node, value[index])
+    let outputNode: SecretTrieNode | undefined = node.replacement ? node : node.outputLink
+    while (outputNode?.replacement) {
+      matchEvents += 1
+      if (matchEvents > MAX_MATCH_EVENTS) {
+        throw new TraceSecretProjectionError('Secret matcher event limit exceeded')
+      }
+      const start = index - outputNode.replacement.plaintext.length + 1
+      if (start >= emitCursor) {
+        const slot = start % windowSize
+        const end = index + 1
+        if (slotStarts[slot] !== start || end > slotEnds[slot]) {
+          slotStarts[slot] = start
+          slotEnds[slot] = end
+          slotReplacements[slot] = outputNode.replacement.replacement
+        }
+      }
+      outputNode = outputNode.outputLink
+    }
+    finalizeThrough(index - matcher.maxPatternLength + 1)
+  }
+
+  finalizeThrough(value.length - 1)
+  append(value.slice(literalStart))
+  return chunks.join('')
+}
+
+function visitNode(state: TraversalState, depth: number): void {
+  state.nodes += 1
+  if (state.nodes > MAX_CONTENT_NODES) {
+    throw new TraceSecretProjectionError('Trace content node limit exceeded')
+  }
+  if (depth > MAX_CONTENT_DEPTH) {
+    throw new TraceSecretProjectionError('Trace content depth limit exceeded')
+  }
+}
+
+function assertArrayFitsTraversal(value: readonly unknown[], state: TraversalState): void {
+  if (value.length > MAX_CONTENT_NODES - state.nodes) {
+    throw new TraceSecretProjectionError('Trace content array exceeds the traversal limit')
+  }
+}
+
+function readArrayLength(value: readonly unknown[]): number {
+  const lengthDescriptor = Object.getOwnPropertyDescriptor(value, 'length')
+  if (
+    !lengthDescriptor ||
+    !('value' in lengthDescriptor) ||
+    lengthDescriptor.enumerable ||
+    typeof lengthDescriptor.value !== 'number' ||
+    !Number.isSafeInteger(lengthDescriptor.value) ||
+    lengthDescriptor.value < 0
+  ) {
+    throw new TraceSecretProjectionError('Trace array length metadata is invalid')
+  }
+  return lengthDescriptor.value
+}
+
+function* arrayDataEntries(value: readonly unknown[]): Generator<[number, unknown]> {
+  const length = readArrayLength(value)
+
+  for (let index = 0; index < length; index += 1) {
+    const descriptor = Object.getOwnPropertyDescriptor(value, index)
+    if (!descriptor) continue
+    if (!('value' in descriptor)) {
+      throw new TraceSecretProjectionError('Trace content accessors are not supported')
+    }
+    yield [index, descriptor.value]
+  }
+}
+
+function readCanonicalDataArray(value: unknown, label: string): unknown[] {
+  if (!Array.isArray(value)) {
+    throw new TraceSecretProjectionError(`${label} must be an array`)
+  }
+
+  const length = readArrayLength(value)
+  const entries: unknown[] = new Array<unknown>(length)
+  let entryCount = 0
+
+  for (const key of Reflect.ownKeys(value)) {
+    if (key === 'length') continue
+    if (typeof key !== 'string') {
+      throw new TraceSecretProjectionError('Trace arrays cannot contain symbol properties')
+    }
+    const index = Number(key)
+    if (!Number.isInteger(index) || index < 0 || index >= length || String(index) !== key) {
+      throw new TraceSecretProjectionError('Trace arrays cannot contain custom properties')
+    }
+    const descriptor = Object.getOwnPropertyDescriptor(value, key)
+    if (!descriptor?.enumerable || !('value' in descriptor)) {
+      throw new TraceSecretProjectionError('Trace array entries must be enumerable data properties')
+    }
+    entries[index] = descriptor.value
+    entryCount += 1
+  }
+
+  if (entryCount !== length) {
+    throw new TraceSecretProjectionError(`${label} cannot contain sparse entries`)
+  }
+  if (Object.getPrototypeOf(value) !== Array.prototype) {
+    throw new TraceSecretProjectionError(`${label} must use the canonical array prototype`)
+  }
+  return entries
+}
+
+function enterObject(value: object, state: TraversalState): void {
+  if (state.ancestors.has(value)) {
+    throw new TraceSecretProjectionError('Cyclic trace content is not supported')
+  }
+  state.ancestors.add(value)
+}
+
+function leaveObject(value: object, state: TraversalState): void {
+  state.ancestors.delete(value)
+}
+
+function* enumerableDataEntries(value: object): Generator<[string, unknown]> {
+  for (const key of Reflect.ownKeys(value)) {
+    if (typeof key !== 'string') {
+      throw new TraceSecretProjectionError('Trace objects cannot contain symbol properties')
+    }
+    const descriptor = Object.getOwnPropertyDescriptor(value, key)
+    if (!descriptor?.enumerable || !('value' in descriptor)) {
+      throw new TraceSecretProjectionError('Trace content accessors are not supported')
+    }
+    yield [key, descriptor.value]
+  }
+}
+
+type LargeValueCandidate = LargeValueRef | LargeArrayManifest
+
+function readOwnDataProperty(value: object, key: string): unknown {
+  const descriptor = Object.getOwnPropertyDescriptor(value, key)
+  if (!descriptor) return undefined
+  if (!('value' in descriptor)) {
+    throw new TraceSecretProjectionError('Trace content accessors are not supported')
+  }
+  return descriptor.value
+}
+
+function assertExactPlainDataRecord(
+  value: object,
+  allowedKeys: ReadonlySet<string>,
+  requiredKeys: ReadonlySet<string>,
+  label: string
+): void {
+  const presentKeys = new Set<string>()
+  for (const [key] of enumerableDataEntries(value)) {
+    if (!allowedKeys.has(key)) {
+      throw new TraceSecretProjectionError(`${label} contains unsupported metadata`)
+    }
+    presentKeys.add(key)
+  }
+  for (const key of requiredKeys) {
+    if (!presentKeys.has(key)) {
+      throw new TraceSecretProjectionError(`${label} is missing required metadata`)
+    }
+  }
+  const prototype = Object.getPrototypeOf(value)
+  if (prototype !== Object.prototype && prototype !== null) {
+    throw new TraceSecretProjectionError(`${label} must be a plain object`)
+  }
+}
+
+function readCanonicalLargeValueRef(value: object, marker: unknown): LargeValueRef {
+  const canonicalRef = {
+    [LARGE_VALUE_REF_MARKER]: marker,
+    version: readOwnDataProperty(value, 'version'),
+    id: readOwnDataProperty(value, 'id'),
+    kind: readOwnDataProperty(value, 'kind'),
+    size: readOwnDataProperty(value, 'size'),
+    key: readOwnDataProperty(value, 'key'),
+    executionId: readOwnDataProperty(value, 'executionId'),
+    preview: readOwnDataProperty(value, 'preview'),
+  }
+  if (!isLargeValueRef(canonicalRef) || canonicalRef.size > MAX_DURABLE_LARGE_VALUE_BYTES) {
+    throw new TraceSecretProjectionError('Trace content has invalid large-value metadata')
+  }
+  return canonicalRef
+}
+
+function getLargeValueCandidate(value: unknown): LargeValueCandidate | undefined {
+  if (!value || typeof value !== 'object') return undefined
+
+  const largeValueMarker = readOwnDataProperty(value, LARGE_VALUE_REF_MARKER)
+  const manifestMarker = readOwnDataProperty(value, LARGE_ARRAY_MANIFEST_MARKER)
+  if (largeValueMarker === true && manifestMarker === true) {
+    throw new TraceSecretProjectionError('Trace content has ambiguous large-value metadata')
+  }
+  if (largeValueMarker === true) {
+    assertExactPlainDataRecord(
+      value,
+      LARGE_VALUE_REF_KEYS,
+      LARGE_VALUE_REF_REQUIRED_KEYS,
+      'Trace large-value ref'
+    )
+    readCanonicalLargeValueRef(value, largeValueMarker)
+    return value as LargeValueRef
+  }
+  if (manifestMarker !== true) return undefined
+
+  assertExactPlainDataRecord(
+    value,
+    LARGE_ARRAY_MANIFEST_KEYS,
+    LARGE_ARRAY_MANIFEST_KEYS,
+    'Trace large-array manifest'
+  )
+
+  const chunks = readOwnDataProperty(value, 'chunks')
+  const preview = readOwnDataProperty(value, 'preview')
+  const chunkValues = readCanonicalDataArray(chunks, 'Trace manifest chunks')
+  const previewValues = readCanonicalDataArray(preview, 'Trace manifest preview')
+  const canonicalChunks: Array<{ ref: LargeValueRef; count: unknown; byteSize: unknown }> = []
+  for (const chunk of chunkValues) {
+    if (!chunk || typeof chunk !== 'object') {
+      throw new TraceSecretProjectionError('Trace manifest chunk metadata is invalid')
+    }
+    assertExactPlainDataRecord(
+      chunk,
+      LARGE_ARRAY_MANIFEST_CHUNK_KEYS,
+      LARGE_ARRAY_MANIFEST_CHUNK_KEYS,
+      'Trace manifest chunk'
+    )
+    const chunkRef = getLargeValueCandidate(readOwnDataProperty(chunk, 'ref'))
+    if (!chunkRef || readOwnDataProperty(chunkRef, LARGE_VALUE_REF_MARKER) !== true) {
+      throw new TraceSecretProjectionError('Trace manifest chunk ref is invalid')
+    }
+    canonicalChunks.push({
+      ref: readCanonicalLargeValueRef(chunkRef, true),
+      count: readOwnDataProperty(chunk, 'count'),
+      byteSize: readOwnDataProperty(chunk, 'byteSize'),
+    })
+  }
+
+  const canonicalManifest = {
+    [LARGE_ARRAY_MANIFEST_MARKER]: manifestMarker,
+    version: readOwnDataProperty(value, 'version'),
+    kind: readOwnDataProperty(value, 'kind'),
+    totalCount: readOwnDataProperty(value, 'totalCount'),
+    chunkCount: readOwnDataProperty(value, 'chunkCount'),
+    byteSize: readOwnDataProperty(value, 'byteSize'),
+    chunks: canonicalChunks,
+    preview: previewValues,
+  }
+  if (
+    !isLargeArrayManifest(canonicalManifest) ||
+    canonicalManifest.chunks.length > MAX_LARGE_MANIFEST_CHUNKS ||
+    canonicalManifest.totalCount > MAX_LARGE_MANIFEST_ITEMS ||
+    canonicalManifest.byteSize > MAX_DURABLE_LARGE_VALUE_BYTES
+  ) {
+    throw new TraceSecretProjectionError('Trace content has invalid large-array metadata')
+  }
+  return value as LargeArrayManifest
+}
+
+function sanitizeInlineValue(
+  value: unknown,
+  matcher: SecretMatcher,
+  safeLargeValues: WeakSet<object>,
+  state: SanitizationTraversalState,
+  depth = 0
+): unknown {
+  visitNode(state, depth)
+  if (typeof value === 'string') {
+    const sanitized = sanitizeString(value, matcher, state.maxBytes - state.outputBytes)
+    state.outputBytes += Buffer.byteLength(sanitized, 'utf8')
+    return sanitized
+  }
+  if (value === null || typeof value === 'number' || typeof value === 'boolean') {
+    const rendered = String(value)
+    if (!containsSecret(rendered, matcher)) return value
+    const sanitized = sanitizeString(rendered, matcher, state.maxBytes - state.outputBytes)
+    state.outputBytes += Buffer.byteLength(sanitized, 'utf8')
+    return sanitized
+  }
+  if (value === undefined) return value
+  if (typeof value !== 'object') {
+    throw new TraceSecretProjectionError('Unsupported trace content value')
+  }
+  const largeValue = getLargeValueCandidate(value)
+  if (largeValue) {
+    if (!safeLargeValues.has(value as object)) {
+      throw new TraceSecretProjectionError('Trace content contains an unverified large value')
+    }
+    return value
+  }
+  if (!Array.isArray(value) && !isPlainRecord(value)) {
+    throw new TraceSecretProjectionError('Unsupported trace content object')
+  }
+
+  enterObject(value, state)
+  try {
+    if (Array.isArray(value)) {
+      assertArrayFitsTraversal(value, state)
+      const sanitized = new Array<unknown>(value.length)
+      for (const [index, item] of arrayDataEntries(value)) {
+        sanitized[index] = sanitizeInlineValue(item, matcher, safeLargeValues, state, depth + 1)
+      }
+      return sanitized
+    }
+
+    const prototype = Object.getPrototypeOf(value)
+    const sanitized = Object.create(prototype) as Record<string, unknown>
+    const sanitizedKeys = new Set<string>()
+    for (const [key, item] of enumerableDataEntries(value)) {
+      const sanitizedKey = sanitizeString(key, matcher, state.maxBytes - state.outputBytes)
+      state.outputBytes += Buffer.byteLength(sanitizedKey, 'utf8')
+      if (sanitizedKeys.has(sanitizedKey)) {
+        throw new TraceSecretProjectionError('Secret replacement caused an object-key collision')
+      }
+      sanitizedKeys.add(sanitizedKey)
+      Object.defineProperty(sanitized, sanitizedKey, {
+        value: sanitizeInlineValue(item, matcher, safeLargeValues, state, depth + 1),
+        enumerable: true,
+        configurable: true,
+        writable: true,
+      })
+    }
+    return sanitized
+  } finally {
+    leaveObject(value, state)
+  }
+}
+
+function collectLargeValues(
+  value: unknown,
+  refs: object[],
+  seen: WeakSet<object>,
+  state: TraversalState,
+  depth = 0
+): void {
+  visitNode(state, depth)
+  const largeValue = getLargeValueCandidate(value)
+  if (largeValue) {
+    refs.push(largeValue)
+    return
+  }
+  if (value === null || typeof value !== 'object') return
+  if (!Array.isArray(value) && !isPlainRecord(value)) {
+    throw new TraceSecretProjectionError('Unsupported trace content object')
+  }
+  if (seen.has(value)) return
+  seen.add(value)
+  enterObject(value, state)
+  try {
+    if (Array.isArray(value)) {
+      assertArrayFitsTraversal(value, state)
+      for (const [, item] of arrayDataEntries(value)) {
+        collectLargeValues(item, refs, seen, state, depth + 1)
+      }
+      return
+    }
+    for (const [, item] of enumerableDataEntries(value)) {
+      collectLargeValues(item, refs, seen, state, depth + 1)
+    }
+  } finally {
+    leaveObject(value, state)
+  }
+}
+
+function substituteLargeValues(
+  value: unknown,
+  replacements: Map<object, unknown>,
+  state: TraversalState,
+  depth = 0
+): unknown {
+  visitNode(state, depth)
+  if (getLargeValueCandidate(value)) {
+    if (!replacements.has(value as object)) {
+      throw new TraceSecretProjectionError('Large trace value was not safely replaced')
+    }
+    return replacements.get(value as object)
+  }
+  if (value === null || typeof value !== 'object') return value
+  if (!Array.isArray(value) && !isPlainRecord(value)) {
+    throw new TraceSecretProjectionError('Unsupported trace content object')
+  }
+
+  enterObject(value, state)
+  try {
+    if (Array.isArray(value)) {
+      assertArrayFitsTraversal(value, state)
+      const substituted = new Array<unknown>(value.length)
+      for (const [index, item] of arrayDataEntries(value)) {
+        substituted[index] = substituteLargeValues(item, replacements, state, depth + 1)
+      }
+      return substituted
+    }
+    const substituted = Object.create(Object.getPrototypeOf(value)) as Record<string, unknown>
+    for (const [key, item] of enumerableDataEntries(value)) {
+      Object.defineProperty(substituted, key, {
+        value: substituteLargeValues(item, replacements, state, depth + 1),
+        enumerable: true,
+        configurable: true,
+        writable: true,
+      })
+    }
+    return substituted
+  } finally {
+    leaveObject(value, state)
+  }
+}
+
+async function runSerially<T>(gate: OversizedHydrationGate, run: () => Promise<T>): Promise<T> {
+  const result = gate.chain.then(run)
+  gate.chain = result.then(
+    () => undefined,
+    () => undefined
+  )
+  return result
+}
+
+async function runWithSemaphore<T>(semaphore: AsyncSemaphore, run: () => Promise<T>): Promise<T> {
+  if (semaphore.active >= REF_CONCURRENCY) {
+    await new Promise<void>((resolve) => semaphore.waiters.push(resolve))
+  } else {
+    semaphore.active += 1
+  }
+
+  try {
+    return await run()
+  } finally {
+    const next = semaphore.waiters.shift()
+    if (next) next()
+    else semaphore.active -= 1
+  }
+}
+
+function getLargeValueKey(value: LargeValueCandidate, context: ProjectionContext): string {
+  if (isLargeValueRef(value)) {
+    return `ref:${value.executionId ?? ''}:${value.key ?? ''}:${value.id}`
+  }
+  let id = context.manifestIds.get(value)
+  if (!id) {
+    id = `manifest:${context.nextManifestId}`
+    context.nextManifestId += 1
+    context.manifestIds.set(value, id)
+  }
+  return id
+}
+
+function registerSourceLargeValue(
+  value: LargeValueCandidate,
+  key: string,
+  context: ProjectionContext
+): void {
+  const size = isLargeValueRef(value) ? value.size : 0
+  const registeredSize = context.sourceLargeValueSizes.get(key)
+  if (registeredSize !== undefined) {
+    if (registeredSize !== size) {
+      throw new TraceSecretProjectionError('Trace large-value metadata is inconsistent')
+    }
+    return
+  }
+  if (
+    context.largeValueCount + 1 > MAX_LARGE_VALUES ||
+    context.sourceLargeValueBytes + size > MAX_DURABLE_LARGE_VALUE_BYTES
+  ) {
+    throw new TraceSecretProjectionError('Trace large-value projection budget exceeded')
+  }
+  context.sourceLargeValueSizes.set(key, size)
+  context.largeValueCount += 1
+  context.sourceLargeValueBytes += size
+}
+
+function extendLargeValuePath(path: ReadonlySet<string>, key: string): Set<string> {
+  if (path.has(key) || path.size >= MAX_LARGE_VALUE_CHAIN_DEPTH) {
+    throw new TraceSecretProjectionError(
+      'Cyclic or deeply nested trace large values are unsupported'
+    )
+  }
+  return new Set([...path, key])
+}
+
+async function materializeSourceRef(
+  ref: LargeValueRef,
+  context: ProjectionContext
+): Promise<unknown> {
+  const materialize = () =>
+    runWithSemaphore(context.refIoSemaphore, () =>
+      materializeLargeValueRef(ref, {
+        ...context.store,
+        trackReference: false,
+        maxBytes: MAX_DURABLE_LARGE_VALUE_BYTES,
+      })
+    )
+  const materialized =
+    ref.size > MAX_INLINE_MATERIALIZATION_BYTES
+      ? await runSerially(context.oversizedGate, materialize)
+      : await materialize()
+  if (materialized === undefined) {
+    throw new TraceSecretProjectionError('Large trace value could not be materialized')
+  }
+  return materialized
+}
+
+async function sanitizeMaterializedValue(
+  value: unknown,
+  context: ProjectionContext,
+  maxBytes = MAX_INLINE_MATERIALIZATION_BYTES,
+  path: ReadonlySet<string> = new Set<string>(),
+  withinRefWorker = false
+): Promise<unknown> {
+  const withSafeRefs = await replaceLargeValues(value, context, path, withinRefWorker)
+  return sanitizeInlineValue(withSafeRefs, context.matcher, context.safeLargeValues, {
+    nodes: 0,
+    ancestors: new WeakSet<object>(),
+    outputBytes: 0,
+    maxBytes,
+  })
+}
+
+async function storeSanitizedLargeValue(
+  value: unknown,
+  context: ProjectionContext
+): Promise<LargeValueRef> {
+  const json = JSON.stringify(value)
+  if (json === undefined) {
+    throw new TraceSecretProjectionError('Sanitized large value is not JSON serializable')
+  }
+  const size = Buffer.byteLength(json, 'utf8')
+  if (size > MAX_DURABLE_LARGE_VALUE_BYTES) {
+    throw new TraceSecretProjectionError('Sanitized large value exceeds the durable size limit')
+  }
+  if (
+    context.storedLargeValueCount + 1 > MAX_LARGE_VALUES ||
+    context.storedLargeValueBytes + size > MAX_DURABLE_LARGE_VALUE_BYTES
+  ) {
+    throw new TraceSecretProjectionError('Sanitized trace storage budget exceeded')
+  }
+
+  context.storedLargeValueCount += 1
+  context.storedLargeValueBytes += size
+  try {
+    const stored = await runWithSemaphore(context.refIoSemaphore, () =>
+      storeLargeValue(value, json, size, {
+        ...context.store,
+        requireDurable: true,
+      })
+    )
+    if (!isLargeValueRef(stored)) {
+      throw new TraceSecretProjectionError('Trace storage returned invalid large-value metadata')
+    }
+    context.safeLargeValues.add(stored)
+    return stored
+  } catch (error) {
+    context.storedLargeValueCount -= 1
+    context.storedLargeValueBytes -= size
+    throw error
+  }
+}
+
+async function replaceLargeValueRef(
+  ref: LargeValueRef,
+  context: ProjectionContext,
+  path: ReadonlySet<string>
+): Promise<LargeValueRef> {
+  const materialized = await materializeSourceRef(ref, context)
+  const sanitized = await sanitizeMaterializedValue(
+    materialized,
+    context,
+    MAX_DURABLE_LARGE_VALUE_BYTES,
+    path,
+    true
+  )
+  const stored = await storeSanitizedLargeValue(sanitized, context)
+  if (getLargeValueKey(stored, context) === getLargeValueKey(ref, context)) {
+    throw new TraceSecretProjectionError('Trace storage reused the source large-value reference')
+  }
+  return stored
+}
+
+async function replaceLargeArrayManifest(
+  manifest: LargeArrayManifest,
+  context: ProjectionContext,
+  path: ReadonlySet<string>
+): Promise<LargeArrayManifest> {
+  const preview = await sanitizeMaterializedValue(
+    manifest.preview,
+    context,
+    LARGE_ARRAY_MANIFEST_PREVIEW_MAX_BYTES,
+    path,
+    true
+  )
+  if (!Array.isArray(preview) || preview.length > 3) {
+    throw new TraceSecretProjectionError('Sanitized trace manifest preview is invalid')
+  }
+
+  const chunks: LargeArrayManifest['chunks'] = []
+  const sourceChunkKeys = new Set(
+    manifest.chunks.map((chunk) => getLargeValueKey(chunk.ref, context))
+  )
+  const storedChunkKeys = new Set<string>()
+  let totalCount = 0
+  for (const chunk of manifest.chunks) {
+    const chunkKey = getLargeValueKey(chunk.ref, context)
+    const chunkPath = extendLargeValuePath(path, chunkKey)
+    registerSourceLargeValue(chunk.ref, chunkKey, context)
+    const materialized = await materializeSourceRef(chunk.ref, context)
+    if (!Array.isArray(materialized) || materialized.length !== chunk.count) {
+      throw new TraceSecretProjectionError('Large trace manifest chunk is invalid')
+    }
+    const remainingOutputBytes = MAX_DURABLE_LARGE_VALUE_BYTES - context.storedLargeValueBytes
+    if (remainingOutputBytes <= 0) {
+      throw new TraceSecretProjectionError('Sanitized trace storage budget exceeded')
+    }
+    const sanitized = await sanitizeMaterializedValue(
+      materialized,
+      context,
+      remainingOutputBytes,
+      chunkPath,
+      true
+    )
+    if (!Array.isArray(sanitized)) {
+      throw new TraceSecretProjectionError('Sanitized trace manifest chunk is invalid')
+    }
+    totalCount += sanitized.length
+    const ref = await storeSanitizedLargeValue(sanitized, context)
+    const storedChunkKey = getLargeValueKey(ref, context)
+    if (sourceChunkKeys.has(storedChunkKey) || storedChunkKeys.has(storedChunkKey)) {
+      throw new TraceSecretProjectionError('Trace storage returned a reused manifest chunk ref')
+    }
+    storedChunkKeys.add(storedChunkKey)
+    chunks.push({ ref, count: sanitized.length, byteSize: ref.size })
+  }
+  if (totalCount !== manifest.totalCount) {
+    throw new TraceSecretProjectionError('Sanitized trace manifest item count changed')
+  }
+
+  const result: LargeArrayManifest = {
+    __simLargeArrayManifest: true,
+    version: 2,
+    kind: 'array',
+    totalCount,
+    chunkCount: chunks.length,
+    byteSize: chunks.reduce((sum, chunk) => sum + chunk.byteSize, 0),
+    chunks,
+    preview,
+  }
+  context.safeLargeValues.add(result)
+  return result
+}
+
+async function replaceLargeValue(
+  value: LargeValueCandidate,
+  context: ProjectionContext,
+  path: ReadonlySet<string>
+): Promise<unknown> {
+  if (!context.allowLargeValueWrites) {
+    throw new TraceSecretProjectionError('Large trace values are disabled for read-only projection')
+  }
+  const key = getLargeValueKey(value, context)
+  const nextPath = extendLargeValuePath(path, key)
+  registerSourceLargeValue(value, key, context)
+  const cached = context.largeValueCache.get(key)
+  if (cached) return cached
+
+  const replacement = isLargeValueRef(value)
+    ? replaceLargeValueRef(value, context, nextPath)
+    : replaceLargeArrayManifest(value, context, nextPath)
+  context.largeValueCache.set(key, replacement)
+  return replacement
+}
+
+async function resolveLargeValueReplacements(
+  refs: object[],
+  context: ProjectionContext,
+  path: ReadonlySet<string>,
+  withinRefWorker: boolean
+): Promise<Map<object, unknown>> {
+  const uniqueRefs = [...new Set(refs)]
+  const replacements = new Map<object, unknown>()
+  let firstError: unknown
+  let cursor = 0
+
+  const worker = async (): Promise<void> => {
+    while (firstError === undefined) {
+      const index = cursor
+      cursor += 1
+      if (index >= uniqueRefs.length) return
+      const ref = uniqueRefs[index]
+      try {
+        const candidate = getLargeValueCandidate(ref)
+        if (!candidate) {
+          throw new TraceSecretProjectionError(
+            'Trace large-value metadata changed during projection'
+          )
+        }
+        replacements.set(ref, await replaceLargeValue(candidate, context, path))
+      } catch (error) {
+        if (firstError === undefined) firstError = error
+        return
+      }
+    }
+  }
+
+  const workerCount = withinRefWorker ? 1 : Math.min(REF_CONCURRENCY, uniqueRefs.length)
+  await Promise.all(Array.from({ length: workerCount }, worker))
+
+  if (firstError !== undefined) throw firstError
+  return replacements
+}
+
+async function replaceLargeValues(
+  value: unknown,
+  context: ProjectionContext,
+  path: ReadonlySet<string>,
+  withinRefWorker: boolean
+): Promise<unknown> {
+  const refs: object[] = []
+  collectLargeValues(value, refs, new WeakSet<object>(), {
+    nodes: 0,
+    ancestors: new WeakSet<object>(),
+  })
+  if (refs.length === 0) return value
+  const replacements = await resolveLargeValueReplacements(refs, context, path, withinRefWorker)
+  return substituteLargeValues(value, replacements, {
+    nodes: 0,
+    ancestors: new WeakSet<object>(),
+  })
+}
+
+async function sanitizeContentField(
+  value: unknown,
+  context: ProjectionContext
+): Promise<unknown | typeof OMIT> {
+  try {
+    return await sanitizeMaterializedValue(value, context)
+  } catch {
+    logger.warn('Omitting trace content that could not be sanitized')
+    return OMIT
+  }
+}
+
+function assertTraceStructureArrayFits(
+  values: readonly unknown[],
+  state: BoundedTraceStructureState
+): void {
+  if (values.length > MAX_CONTENT_NODES - state.nodes) {
+    state.truncated = true
+    throw new TraceSecretProjectionError('Trace structure array exceeds the projection limit')
+  }
+}
+
+async function sanitizeIterationToolCalls(
+  calls: IterationToolCall[],
+  context: ProjectionContext,
+  state: BoundedTraceStructureState,
+  depth: number
+): Promise<IterationToolCall[]> {
+  assertTraceStructureArrayFits(calls, state)
+  const sanitized: IterationToolCall[] = []
+  for (const call of calls) {
+    if (!takeTraceStructureNode(state, depth)) {
+      throw new TraceSecretProjectionError('Trace tool-call structure limit exceeded')
+    }
+    const args = await sanitizeContentField(call.arguments, context)
+    sanitized.push(
+      args === OMIT
+        ? (omit(call, ['arguments']) as IterationToolCall)
+        : { ...call, arguments: args as IterationToolCall['arguments'] }
+    )
+  }
+  return sanitized
+}
+
+async function sanitizeLegacyToolCalls(
+  calls: ToolCall[],
+  context: ProjectionContext,
+  state: BoundedTraceStructureState,
+  depth: number
+): Promise<ToolCall[]> {
+  assertTraceStructureArrayFits(calls, state)
+  const sanitized: ToolCall[] = []
+  for (const call of calls) {
+    if (!takeTraceStructureNode(state, depth)) {
+      throw new TraceSecretProjectionError('Trace tool-call structure limit exceeded')
+    }
+    let projected: ToolCall = { ...call }
+    if (call.input !== undefined) {
+      const input = await sanitizeContentField(call.input, context)
+      if (input === OMIT) projected = omit(projected, ['input']) as ToolCall
+      else projected.input = input as Record<string, unknown>
+    }
+    if (call.output !== undefined) {
+      const output = await sanitizeContentField(call.output, context)
+      if (output === OMIT) projected = omit(projected, ['output']) as ToolCall
+      else projected.output = output as Record<string, unknown>
+    }
+    if (call.error !== undefined) {
+      const error = await sanitizeContentField(call.error, context)
+      if (error === OMIT) projected = omit(projected, ['error']) as ToolCall
+      else projected.error = error as string
+    }
+    sanitized.push(projected)
+  }
+  return sanitized
+}
+
+async function sanitizeProviderSegment(
+  segment: ProviderTimingSegment,
+  context: ProjectionContext,
+  state: BoundedTraceStructureState,
+  depth: number
+): Promise<ProviderTimingSegment> {
+  if (!takeTraceStructureNode(state, depth)) {
+    throw new TraceSecretProjectionError('Trace provider structure limit exceeded')
+  }
+  let projected: ProviderTimingSegment = { ...segment }
+
+  for (const key of ['assistantContent', 'thinkingContent', 'errorMessage'] as const) {
+    const value = segment[key]
+    if (value === undefined) continue
+    const sanitized = await sanitizeContentField(value, context)
+    if (sanitized === OMIT) {
+      projected = omit(projected, [key]) as ProviderTimingSegment
+    } else {
+      projected[key] = sanitized as string
+    }
+  }
+
+  if (segment.toolCalls !== undefined) {
+    projected.toolCalls = await sanitizeIterationToolCalls(
+      segment.toolCalls,
+      context,
+      state,
+      depth + 1
+    )
+  }
+
+  return projected
+}
+
+async function sanitizeTraceSpan(
+  span: TraceSpan,
+  context: ProjectionContext,
+  depth: number,
+  state: BoundedTraceStructureState
+): Promise<TraceSpan> {
+  if (!takeTraceStructureNode(state, depth)) {
+    throw new TraceSecretProjectionError('Trace span structure limit exceeded')
+  }
+
+  let projected: TraceSpan = { ...span }
+
+  for (const key of ['input', 'output', 'thinking', 'errorMessage'] as const) {
+    const value = span[key]
+    if (value === undefined) continue
+    const sanitized = await sanitizeContentField(value, context)
+    if (sanitized === OMIT) {
+      projected = omit(projected, [key]) as TraceSpan
+    } else {
+      projected[key] = sanitized as never
+    }
+  }
+
+  if (span.modelToolCalls !== undefined) {
+    projected.modelToolCalls = await sanitizeIterationToolCalls(
+      span.modelToolCalls,
+      context,
+      state,
+      depth + 1
+    )
+  }
+
+  if (span.toolCalls !== undefined) {
+    projected.toolCalls = await sanitizeLegacyToolCalls(span.toolCalls, context, state, depth + 1)
+  }
+
+  if (span.providerTiming !== undefined) {
+    assertTraceStructureArrayFits(span.providerTiming.segments, state)
+    const segments: ProviderTimingSegment[] = []
+    for (const segment of span.providerTiming.segments) {
+      segments.push(await sanitizeProviderSegment(segment, context, state, depth + 1))
+    }
+    projected.providerTiming = { ...span.providerTiming, segments }
+  }
+
+  if (span.children !== undefined) {
+    assertTraceStructureArrayFits(span.children, state)
+    const children: TraceSpan[] = []
+    for (const child of span.children) {
+      children.push(await sanitizeTraceSpan(child, context, depth + 1, state))
+    }
+    projected.children = children
+  }
+
+  return projected
+}
+
+function stripLegacyToolCallContent(call: ToolCall): ToolCall {
+  return omit(call, ['input', 'output', 'error']) as ToolCall
+}
+
+function stripIterationToolCallContent(call: IterationToolCall): IterationToolCall {
+  return omit(call, ['arguments']) as IterationToolCall
+}
+
+interface BoundedTraceStructureState {
+  nodes: number
+  truncated: boolean
+}
+
+function takeTraceStructureNode(state: BoundedTraceStructureState, depth: number): boolean {
+  if (state.nodes >= MAX_CONTENT_NODES || depth > MAX_CONTENT_DEPTH) {
+    state.truncated = true
+    return false
+  }
+  state.nodes += 1
+  return true
+}
+
+function projectBoundedArray<T, U>(
+  values: readonly T[],
+  project: (value: T) => U | undefined
+): U[] {
+  const projected: U[] = []
+  for (const value of values) {
+    const item = project(value)
+    if (item === undefined) break
+    projected.push(item)
+  }
+  return projected
+}
+
+function structuralOnlyIterationToolCall(
+  call: IterationToolCall,
+  state: BoundedTraceStructureState,
+  depth: number
+): IterationToolCall | undefined {
+  if (!takeTraceStructureNode(state, depth)) return undefined
+  return stripIterationToolCallContent(call)
+}
+
+function structuralOnlyLegacyToolCall(
+  call: ToolCall,
+  state: BoundedTraceStructureState,
+  depth: number
+): ToolCall | undefined {
+  if (!takeTraceStructureNode(state, depth)) return undefined
+  return stripLegacyToolCallContent(call)
+}
+
+function structuralOnlyProviderSegment(
+  segment: ProviderTimingSegment,
+  state: BoundedTraceStructureState,
+  depth: number
+): ProviderTimingSegment | undefined {
+  if (!takeTraceStructureNode(state, depth)) return undefined
+  const {
+    assistantContent: _assistantContent,
+    thinkingContent: _thinkingContent,
+    toolCalls,
+    errorMessage: _errorMessage,
+    ...structural
+  } = segment
+  return {
+    ...structural,
+    ...(toolCalls
+      ? {
+          toolCalls: projectBoundedArray(toolCalls, (call) =>
+            structuralOnlyIterationToolCall(call, state, depth + 1)
+          ),
+        }
+      : {}),
+  }
+}
+
+function structuralOnlySpan(
+  span: TraceSpan,
+  state: BoundedTraceStructureState,
+  depth = 0
+): TraceSpan | undefined {
+  if (!takeTraceStructureNode(state, depth)) return undefined
+  const {
+    input: _input,
+    output: _output,
+    thinking: _thinking,
+    modelToolCalls,
+    toolCalls,
+    errorMessage: _errorMessage,
+    children,
+    providerTiming,
+    ...structural
+  } = span
+
+  return {
+    ...structural,
+    ...(modelToolCalls
+      ? {
+          modelToolCalls: projectBoundedArray(modelToolCalls, (call) =>
+            structuralOnlyIterationToolCall(call, state, depth + 1)
+          ),
+        }
+      : {}),
+    ...(toolCalls
+      ? {
+          toolCalls: projectBoundedArray(toolCalls, (call) =>
+            structuralOnlyLegacyToolCall(call, state, depth + 1)
+          ),
+        }
+      : {}),
+    ...(providerTiming
+      ? {
+          providerTiming: {
+            ...providerTiming,
+            segments: projectBoundedArray(providerTiming.segments, (segment) =>
+              structuralOnlyProviderSegment(segment, state, depth + 1)
+            ),
+          },
+        }
+      : {}),
+    ...(children
+      ? {
+          children: projectBoundedArray(children, (child) =>
+            structuralOnlySpan(child, state, depth + 1)
+          ),
+        }
+      : {}),
+  }
+}
+
+function cloneIterationToolCall(
+  call: IterationToolCall,
+  state: BoundedTraceStructureState,
+  depth: number
+): IterationToolCall | undefined {
+  if (!takeTraceStructureNode(state, depth)) return undefined
+  return { ...call }
+}
+
+function cloneLegacyToolCall(
+  call: ToolCall,
+  state: BoundedTraceStructureState,
+  depth: number
+): ToolCall | undefined {
+  if (!takeTraceStructureNode(state, depth)) return undefined
+  return { ...call }
+}
+
+function cloneProviderSegment(
+  segment: ProviderTimingSegment,
+  state: BoundedTraceStructureState,
+  depth: number
+): ProviderTimingSegment | undefined {
+  if (!takeTraceStructureNode(state, depth)) return undefined
+  return {
+    ...segment,
+    ...(segment.toolCalls
+      ? {
+          toolCalls: projectBoundedArray(segment.toolCalls, (call) =>
+            cloneIterationToolCall(call, state, depth + 1)
+          ),
+        }
+      : {}),
+  }
+}
+
+function cloneTraceSpanForProjection(
+  span: TraceSpan,
+  state: BoundedTraceStructureState,
+  depth = 0
+): TraceSpan | undefined {
+  if (!takeTraceStructureNode(state, depth)) return undefined
+  return {
+    ...span,
+    ...(span.modelToolCalls
+      ? {
+          modelToolCalls: projectBoundedArray(span.modelToolCalls, (call) =>
+            cloneIterationToolCall(call, state, depth + 1)
+          ),
+        }
+      : {}),
+    ...(span.toolCalls
+      ? {
+          toolCalls: projectBoundedArray(span.toolCalls, (call) =>
+            cloneLegacyToolCall(call, state, depth + 1)
+          ),
+        }
+      : {}),
+    ...(span.providerTiming
+      ? {
+          providerTiming: {
+            ...span.providerTiming,
+            segments: projectBoundedArray(span.providerTiming.segments, (segment) =>
+              cloneProviderSegment(segment, state, depth + 1)
+            ),
+          },
+        }
+      : {}),
+    ...(span.children
+      ? {
+          children: projectBoundedArray(span.children, (child) =>
+            cloneTraceSpanForProjection(child, state, depth + 1)
+          ),
+        }
+      : {}),
+  }
+}
+
+function projectBoundedTraceSpans(
+  traceSpans: TraceSpan[],
+  project: (
+    span: TraceSpan,
+    state: BoundedTraceStructureState,
+    depth: number
+  ) => TraceSpan | undefined
+): TraceSpan[] {
+  const state: BoundedTraceStructureState = { nodes: 0, truncated: false }
+  const projected = projectBoundedArray(traceSpans, (span) => project(span, state, 0))
+  if (state.truncated) {
+    logger.warn('Trace structure exceeded projection limits; truncating projected structure')
+  }
+  return projected
+}
+
+function structuralOnlyTraceSpans(traceSpans: TraceSpan[]): TraceSpan[] {
+  try {
+    return projectBoundedTraceSpans(traceSpans, structuralOnlySpan)
+  } catch {
+    logger.warn('Trace structure could not be safely traversed; omitting projected spans')
+    return []
+  }
+}
+
+function cloneTraceSpansForProjection(traceSpans: TraceSpan[]): TraceSpan[] {
+  return projectBoundedTraceSpans(traceSpans, cloneTraceSpanForProjection)
+}
+
+function assertNoPlaintext(
+  value: unknown,
+  context: PlaintextInvariantContext,
+  state: TraversalState,
+  depth = 0
+): void {
+  visitNode(state, depth)
+  if (typeof value === 'string') {
+    if (containsSecret(value, context.matcher)) {
+      throw new TraceSecretProjectionError('Sanitized trace content still contains a secret')
+    }
+    return
+  }
+  if (value === null || typeof value === 'number' || typeof value === 'boolean') {
+    if (containsSecret(String(value), context.matcher)) {
+      throw new TraceSecretProjectionError('Sanitized trace primitive still contains a secret')
+    }
+    return
+  }
+  const largeValue = getLargeValueCandidate(value)
+  if (largeValue) {
+    if (!context.safeLargeValues.has(value as object) && !context.allowVerifiedLargeValues) {
+      throw new TraceSecretProjectionError('Sanitized trace content contains an unverified ref')
+    }
+    if (context.inspectLargeValuePreviews !== false) {
+      if (isLargeValueRef(largeValue)) {
+        const preview = readOwnDataProperty(largeValue, 'preview')
+        if (preview !== undefined) {
+          assertNoPlaintext(preview, context, state, depth + 1)
+        }
+      } else {
+        assertNoPlaintext(largeValue.preview, context, state, depth + 1)
+        for (const chunk of largeValue.chunks) {
+          assertNoPlaintext(chunk.ref, context, state, depth + 1)
+        }
+      }
+    }
+    return
+  }
+  if (value === null || typeof value !== 'object') return
+  if (!Array.isArray(value) && !isPlainRecord(value)) {
+    throw new TraceSecretProjectionError('Sanitized trace content contains an unsupported object')
+  }
+
+  enterObject(value, state)
+  try {
+    if (Array.isArray(value)) {
+      assertArrayFitsTraversal(value, state)
+      for (const [, item] of arrayDataEntries(value)) {
+        assertNoPlaintext(item, context, state, depth + 1)
+      }
+      return
+    }
+    for (const [key, item] of enumerableDataEntries(value)) {
+      if (containsSecret(key, context.matcher)) {
+        throw new TraceSecretProjectionError('Sanitized trace key still contains a secret')
+      }
+      assertNoPlaintext(item, context, state, depth + 1)
+    }
+  } finally {
+    leaveObject(value, state)
+  }
+}
+
+type TraceContentVisitor = (value: unknown) => void
+
+function visitTraceSpanContent(
+  span: TraceSpan,
+  visit: TraceContentVisitor,
+  structureState: BoundedTraceStructureState,
+  depth = 0
+): void {
+  if (!takeTraceStructureNode(structureState, depth)) {
+    throw new TraceSecretProjectionError('Trace invariant structure limit exceeded')
+  }
+
+  const visitField = (value: unknown): void => {
+    if (value !== undefined) visit(value)
+  }
+
+  visitField(span.input)
+  visitField(span.output)
+  visitField(span.thinking)
+  visitField(span.errorMessage)
+  if (span.modelToolCalls) {
+    assertTraceStructureArrayFits(span.modelToolCalls, structureState)
+    for (const call of span.modelToolCalls) {
+      if (!takeTraceStructureNode(structureState, depth + 1)) {
+        throw new TraceSecretProjectionError('Trace invariant tool-call limit exceeded')
+      }
+      if (Object.hasOwn(call, 'arguments')) visitField(call.arguments)
+    }
+  }
+  if (span.toolCalls) {
+    assertTraceStructureArrayFits(span.toolCalls, structureState)
+    for (const call of span.toolCalls) {
+      if (!takeTraceStructureNode(structureState, depth + 1)) {
+        throw new TraceSecretProjectionError('Trace invariant legacy tool-call limit exceeded')
+      }
+      visitField(call.input)
+      visitField(call.output)
+      visitField(call.error)
+    }
+  }
+  if (span.providerTiming) {
+    assertTraceStructureArrayFits(span.providerTiming.segments, structureState)
+    for (const segment of span.providerTiming.segments) {
+      if (!takeTraceStructureNode(structureState, depth + 1)) {
+        throw new TraceSecretProjectionError('Trace invariant provider-segment limit exceeded')
+      }
+      visitField(segment.assistantContent)
+      visitField(segment.thinkingContent)
+      visitField(segment.errorMessage)
+      assertTraceStructureArrayFits(segment.toolCalls ?? [], structureState)
+      for (const call of segment.toolCalls ?? []) {
+        if (!takeTraceStructureNode(structureState, depth + 2)) {
+          throw new TraceSecretProjectionError('Trace invariant provider tool-call limit exceeded')
+        }
+        if (Object.hasOwn(call, 'arguments')) visitField(call.arguments)
+      }
+    }
+  }
+  assertTraceStructureArrayFits(span.children ?? [], structureState)
+  for (const child of span.children ?? []) {
+    visitTraceSpanContent(child, visit, structureState, depth + 1)
+  }
+}
+
+function visitTraceSpansContent(traceSpans: TraceSpan[], visit: TraceContentVisitor): void {
+  const structureState: BoundedTraceStructureState = { nodes: 0, truncated: false }
+  assertTraceStructureArrayFits(traceSpans, structureState)
+  for (const span of traceSpans) {
+    visitTraceSpanContent(span, visit, structureState)
+  }
+}
+
+function assertTraceSpansContentIsSafe(
+  traceSpans: TraceSpan[],
+  context: PlaintextInvariantContext
+): void {
+  const contentState: TraversalState = { nodes: 0, ancestors: new WeakSet<object>() }
+  visitTraceSpansContent(traceSpans, (value) => assertNoPlaintext(value, context, contentState))
+}
+
+function collectPostTransformLargeValues(
+  value: unknown,
+  context: PostTransformInvariantContext,
+  refs: object[],
+  depth = 0
+): void {
+  if (depth === 0) {
+    assertNoPlaintext(value, context.plaintext, context.contentState)
+  }
+
+  visitNode(context.collectionState, depth)
+  const largeValue = getLargeValueCandidate(value)
+  if (largeValue) {
+    const objectValue = value as object
+    if (context.collectionSeen.has(objectValue)) return
+    context.collectionSeen.add(objectValue)
+    refs.push(objectValue)
+
+    if (isLargeValueRef(largeValue)) {
+      const preview = readOwnDataProperty(largeValue, 'preview')
+      if (preview !== undefined) {
+        collectPostTransformLargeValues(preview, context, refs, depth + 1)
+      }
+    } else {
+      collectPostTransformLargeValues(largeValue.preview, context, refs, depth + 1)
+      for (const chunk of largeValue.chunks) {
+        collectPostTransformLargeValues(chunk.ref, context, refs, depth + 1)
+      }
+    }
+    return
+  }
+
+  if (value === null || typeof value !== 'object') return
+  if (!Array.isArray(value) && !isPlainRecord(value)) {
+    throw new TraceSecretProjectionError('Trace invariant contains an unsupported object')
+  }
+  if (context.collectionSeen.has(value)) return
+  context.collectionSeen.add(value)
+
+  enterObject(value, context.collectionState)
+  try {
+    if (Array.isArray(value)) {
+      assertArrayFitsTraversal(value, context.collectionState)
+      for (const [, item] of arrayDataEntries(value)) {
+        collectPostTransformLargeValues(item, context, refs, depth + 1)
+      }
+      return
+    }
+    for (const [, item] of enumerableDataEntries(value)) {
+      collectPostTransformLargeValues(item, context, refs, depth + 1)
+    }
+  } finally {
+    leaveObject(value, context.collectionState)
+  }
+}
+
+async function verifyPostTransformValue(
+  value: unknown,
+  context: PostTransformInvariantContext,
+  path: ReadonlySet<string>
+): Promise<void> {
+  const refs: object[] = []
+  collectPostTransformLargeValues(value, context, refs)
+  await verifyPostTransformLargeValues(refs, context, path)
+}
+
+async function verifyPostTransformLargeValue(
+  value: LargeValueCandidate,
+  context: PostTransformInvariantContext,
+  path: ReadonlySet<string>
+): Promise<unknown> {
+  const key = getLargeValueKey(value, context.projection)
+  const nextPath = extendLargeValuePath(path, key)
+  registerSourceLargeValue(value, key, context.projection)
+  const cached = context.verificationCache.get(key)
+  if (cached) return cached
+
+  const verification = (async (): Promise<unknown> => {
+    if (isLargeValueRef(value)) {
+      const preview = readOwnDataProperty(value, 'preview')
+      if (preview !== undefined) {
+        await verifyPostTransformValue(preview, context, nextPath)
+      }
+      const materialized = await materializeSourceRef(value, context.projection)
+      await verifyPostTransformValue(materialized, context, nextPath)
+      return materialized
+    }
+
+    await verifyPostTransformValue(value.preview, context, nextPath)
+    for (const chunk of value.chunks) {
+      const materialized = await verifyPostTransformLargeValue(chunk.ref, context, nextPath)
+      if (!Array.isArray(materialized) || materialized.length !== chunk.count) {
+        throw new TraceSecretProjectionError('Trace invariant manifest chunk is invalid')
+      }
+    }
+    return value
+  })()
+  context.verificationCache.set(key, verification)
+  return verification
+}
+
+async function verifyPostTransformLargeValues(
+  refs: object[],
+  context: PostTransformInvariantContext,
+  path: ReadonlySet<string>
+): Promise<void> {
+  const candidates = new Map<string, LargeValueCandidate>()
+  for (const ref of refs) {
+    const candidate = getLargeValueCandidate(ref)
+    if (!candidate) {
+      throw new TraceSecretProjectionError('Trace invariant large-value metadata changed')
+    }
+    const key = getLargeValueKey(candidate, context.projection)
+    const current = candidates.get(key)
+    if (
+      current &&
+      isLargeValueRef(current) &&
+      isLargeValueRef(candidate) &&
+      current.size !== candidate.size
+    ) {
+      throw new TraceSecretProjectionError('Trace invariant ref metadata is inconsistent')
+    }
+    if (!current) candidates.set(key, candidate)
+    if (candidates.size > MAX_LARGE_VALUES) {
+      throw new TraceSecretProjectionError('Trace invariant large-value count exceeded')
+    }
+  }
+
+  await Promise.all(
+    [...candidates.values()].map((candidate) =>
+      verifyPostTransformLargeValue(candidate, context, path)
+    )
+  )
+}
+
+async function assertPostTransformTraceSpansAreSafe(
+  traceSpans: TraceSpan[],
+  matcher: SecretMatcher,
+  store: LargeValueStoreContext
+): Promise<void> {
+  const projection = createProjectionContext(matcher, store, false)
+  const context: PostTransformInvariantContext = {
+    projection,
+    plaintext: {
+      matcher,
+      safeLargeValues: new WeakSet<object>(),
+      allowVerifiedLargeValues: true,
+      inspectLargeValuePreviews: true,
+    },
+    contentState: { nodes: 0, ancestors: new WeakSet<object>() },
+    collectionState: { nodes: 0, ancestors: new WeakSet<object>() },
+    collectionSeen: new WeakSet<object>(),
+    verificationCache: new Map<string, Promise<unknown>>(),
+  }
+  const refs: object[] = []
+  visitTraceSpansContent(traceSpans, (value) =>
+    collectPostTransformLargeValues(value, context, refs)
+  )
+  await verifyPostTransformLargeValues(refs, context, new Set<string>())
+}
+
+export interface EnforceTraceSpanSecretInvariantOptions {
+  registry?: ResolvedSecretTraceRegistry
+  store: LargeValueStoreContext
+}
+
+/**
+ * Re-checks an already-projected TraceSpan tree after generic log transforms.
+ * Inline content and hydrated trace-owned refs are inspected without performing
+ * replacement or storage work. The caller must pass the output of
+ * {@link projectTraceSpansForSecrets} through directly.
+ */
+export async function enforceTraceSpanSecretInvariant(
+  traceSpans: TraceSpan[],
+  options: EnforceTraceSpanSecretInvariantOptions
+): Promise<TraceSpan[]> {
+  try {
+    if (!options.registry?.isComplete()) return structuralOnlyTraceSpans(traceSpans)
+
+    const replacements = normalizeReplacements(options.registry.getActiveMatches())
+    if (replacements.length === 0) return traceSpans
+
+    await assertPostTransformTraceSpansAreSafe(
+      traceSpans,
+      createSecretMatcher(replacements),
+      options.store
+    )
+    return traceSpans
+  } catch {
+    logger.warn('Trace secret invariant failed; retaining structural spans only')
+    return structuralOnlyTraceSpans(traceSpans)
+  }
+}
+
+/**
+ * Produces the only Secrets-feature-safe representation of execution TraceSpans.
+ * Runtime logs and outputs remain untouched; only schema-defined trace content is copied.
+ */
+export async function projectTraceSpansForSecrets(
+  traceSpans: TraceSpan[],
+  options: ProjectTraceSpansForSecretsOptions
+): Promise<TraceSpan[]> {
+  if (!options.registry?.isComplete()) {
+    return structuralOnlyTraceSpans(traceSpans)
+  }
+
+  try {
+    const replacements = normalizeReplacements(options.registry.getActiveMatches())
+    if (replacements.length === 0) return cloneTraceSpansForProjection(traceSpans)
+
+    const context = createProjectionContext(
+      createSecretMatcher(replacements),
+      options.store,
+      options.allowLargeValueWrites !== false
+    )
+
+    const projected: TraceSpan[] = []
+    const state: BoundedTraceStructureState = { nodes: 0, truncated: false }
+    assertTraceStructureArrayFits(traceSpans, state)
+    for (const span of traceSpans) {
+      projected.push(await sanitizeTraceSpan(span, context, 0, state))
+    }
+    assertTraceSpansContentIsSafe(projected, context)
+    return projected
+  } catch {
+    logger.warn('Trace secret projection failed; retaining structural spans only')
+    return structuralOnlyTraceSpans(traceSpans)
+  }
+}
diff --git a/apps/sim/lib/logs/execution/trace-store.test.ts b/apps/sim/lib/logs/execution/trace-store.test.ts
new file mode 100644
index 00000000000..b1341811878
--- /dev/null
+++ b/apps/sim/lib/logs/execution/trace-store.test.ts
@@ -0,0 +1,140 @@
+/**
+ * @vitest-environment node
+ */
+import { beforeEach, describe, expect, it, vi } from 'vitest'
+
+const { decryptSecretMock } = vi.hoisted(() => ({
+  decryptSecretMock: vi.fn(),
+}))
+
+vi.mock('@/lib/core/security/encryption', () => ({
+  decryptSecret: decryptSecretMock,
+}))
+
+import { projectExecutionDataForDisplay } from '@/lib/logs/execution/trace-store'
+
+const CONTEXT = {
+  workspaceId: 'workspace-1',
+  workflowId: 'workflow-1',
+  executionId: 'execution-1',
+  userId: 'user-1',
+}
+
+beforeEach(() => {
+  vi.clearAllMocks()
+  decryptSecretMock.mockResolvedValue({ decrypted: '1234' })
+})
+
+describe('projectExecutionDataForDisplay', () => {
+  it('projects persisted output, input, errors, and spans from trusted provenance', async () => {
+    const executionData = {
+      finalOutput: { result: 1234, derived: 1239 },
+      workflowInput: { nested: { token: 'prefix-1234-suffix' } },
+      completionFailure: 'Function failed with 1234',
+      errorDetails: { blockId: 'function-1', error: 'Invalid token 1234' },
+      traceSpans: [
+        {
+          id: 'span-1',
+          name: 'Function 1',
+          type: 'function',
+          duration: 1,
+          startTime: '2026-07-31T00:00:00.000Z',
+          endTime: '2026-07-31T00:00:00.001Z',
+          output: { result: 1234 },
+        },
+      ],
+      executionState: {
+        blockStates: { 'function-1': { output: { result: 1234 } } },
+        resolvedSecretTraceProvenance: {
+          version: 1 as const,
+          complete: true,
+          entries: [{ name: 'OPENAI_API_KEY', encryptedValue: 'ciphertext' }],
+          scope: { userId: 'user-1', workspaceId: 'workspace-1' },
+        },
+      },
+    }
+
+    const displayData = await projectExecutionDataForDisplay(executionData, CONTEXT)
+
+    expect(displayData.finalOutput).toEqual({
+      result: '{{OPENAI_API_KEY}}',
+      derived: 1239,
+    })
+    expect(displayData.workflowInput).toEqual({
+      nested: { token: 'prefix-{{OPENAI_API_KEY}}-suffix' },
+    })
+    expect(displayData.completionFailure).toBe('Function failed with {{OPENAI_API_KEY}}')
+    expect(displayData.errorDetails).toEqual({
+      blockId: 'function-1',
+      error: 'Invalid token {{OPENAI_API_KEY}}',
+    })
+    expect(displayData.traceSpans).toEqual([
+      expect.objectContaining({ output: { result: '{{OPENAI_API_KEY}}' } }),
+    ])
+    expect(displayData).not.toHaveProperty('executionState')
+    expect(executionData.finalOutput).toEqual({ result: 1234, derived: 1239 })
+    expect(executionData.executionState.resolvedSecretTraceProvenance.entries).toEqual([
+      { name: 'OPENAI_API_KEY', encryptedValue: 'ciphertext' },
+    ])
+    expect(JSON.stringify(displayData)).not.toContain('1234')
+  })
+
+  it('omits log content and keeps only structural traces without trusted provenance', async () => {
+    const displayData = await projectExecutionDataForDisplay(
+      {
+        finalOutput: { result: 'unknown-secret' },
+        workflowInput: { token: 'unknown-secret' },
+        completionFailure: 'unknown-secret',
+        traceSpans: [
+          {
+            id: 'span-1',
+            name: 'Function 1',
+            type: 'function',
+            duration: 1,
+            startTime: '2026-07-31T00:00:00.000Z',
+            endTime: '2026-07-31T00:00:00.001Z',
+            output: { result: 'unknown-secret' },
+          },
+        ],
+      },
+      CONTEXT
+    )
+
+    expect(displayData).not.toHaveProperty('finalOutput')
+    expect(displayData).not.toHaveProperty('workflowInput')
+    expect(displayData).not.toHaveProperty('completionFailure')
+    expect(displayData.traceSpans).toEqual([
+      expect.not.objectContaining({ output: expect.anything() }),
+    ])
+  })
+
+  it('preserves direct literals when trusted provenance has no activated secrets', async () => {
+    const displayData = await projectExecutionDataForDisplay(
+      {
+        finalOutput: { result: 'direct-literal' },
+        executionState: {
+          resolvedSecretTraceProvenance: {
+            version: 1,
+            complete: true,
+            entries: [],
+            scope: { userId: 'user-1', workspaceId: 'workspace-1' },
+          },
+        },
+      },
+      CONTEXT
+    )
+
+    expect(displayData.finalOutput).toEqual({ result: 'direct-literal' })
+  })
+
+  it('omits malformed trace content even when it was present on the stored row', async () => {
+    const displayData = await projectExecutionDataForDisplay(
+      {
+        traceSpans: { output: 'unsafe' },
+      },
+      CONTEXT
+    )
+
+    expect(displayData).not.toHaveProperty('traceSpans')
+  })
+})
diff --git a/apps/sim/lib/logs/execution/trace-store.ts b/apps/sim/lib/logs/execution/trace-store.ts
index 83312eb1ec2..16bf3b6cd75 100644
--- a/apps/sim/lib/logs/execution/trace-store.ts
+++ b/apps/sim/lib/logs/execution/trace-store.ts
@@ -1,7 +1,14 @@
 import { createLogger } from '@sim/logger'
 import { toError } from '@sim/utils/errors'
+import { omit } from '@sim/utils/object'
 import { isLargeValueRef } from '@/lib/execution/payloads/large-value-ref'
 import { materializeLargeValueRef, storeLargeValue } from '@/lib/execution/payloads/store'
+import { projectTraceSpansForSecrets } from '@/lib/logs/execution/trace-secret-projection'
+import type { TraceSpan } from '@/lib/logs/types'
+import {
+  isResolvedSecretTraceProvenanceV1,
+  ResolvedSecretTraceRegistry,
+} from '@/executor/utils/resolved-secret-trace-registry'
 
 const logger = createLogger('TraceStore')
 
@@ -26,10 +33,11 @@ const INLINE_MARKER_KEYS = ['hasTraceSpans', 'traceSpanCount'] as const
  * Read-path context. Resolves an externalized payload by storage key, authorized
  * via the (already-authorized) workspace — no owner needed.
  */
-interface TraceStoreReadContext {
+export interface TraceStoreReadContext {
   workspaceId: string | null
   workflowId: string | null
   executionId: string
+  userId?: string
 }
 
 /**
@@ -69,6 +77,14 @@ export function stripSpanCosts(spans: unknown): void {
   }
 }
 
+/** Creates a persistence-owned span tree with per-span cost fields removed. */
+export function copyTraceSpansWithoutCosts(spans?: TraceSpan[]): TraceSpan[] | undefined {
+  return spans?.map(({ cost: _cost, children, ...span }) => ({
+    ...span,
+    ...(children ? { children: copyTraceSpansWithoutCosts(children) } : {}),
+  }))
+}
+
 /**
  * Externalizes heavy `execution_data` to object storage as a single large value
  * (reusing the execution-context large-value store + its reference/dependency/GC
@@ -177,3 +193,105 @@ export async function materializeExecutionData(
     return markers
   }
 }
+
+const LOG_DISPLAY_CONTENT_KEYS = [
+  'finalOutput',
+  'workflowInput',
+  'blockInput',
+  'blockExecutions',
+  'error',
+  'errorDetails',
+  'completionFailure',
+  'message',
+] as const
+
+const LOG_DISPLAY_PROJECTION_SPAN_ID = 'secret-safe-log-display-projection'
+
+/**
+ * Materializes trusted execution data and returns its log-facing projection.
+ * Functional readers must continue using {@link materializeExecutionData}.
+ */
+export async function materializeExecutionDataForDisplay(
+  executionData: Record<string, unknown> | null | undefined,
+  context: TraceStoreReadContext
+): Promise<Record<string, unknown>> {
+  const materialized = await materializeExecutionData(executionData, context)
+  return projectExecutionDataForDisplay(materialized, context)
+}
+
+/**
+ * Projects execution-log content with the encrypted provenance saved by the
+ * trusted executor. Missing or malformed provenance deliberately yields a
+ * structural-only log instead of returning content that cannot be proven safe.
+ */
+export async function projectExecutionDataForDisplay(
+  executionData: Record<string, unknown>,
+  context: TraceStoreReadContext
+): Promise<Record<string, unknown>> {
+  const executionState =
+    executionData.executionState &&
+    typeof executionData.executionState === 'object' &&
+    !Array.isArray(executionData.executionState)
+      ? (executionData.executionState as Record<string, unknown>)
+      : undefined
+  const provenance = executionState?.resolvedSecretTraceProvenance
+  let registry: ResolvedSecretTraceRegistry | undefined
+
+  if (isResolvedSecretTraceProvenanceV1(provenance)) {
+    registry = new ResolvedSecretTraceRegistry([], provenance.scope)
+    await registry.importProvenance(provenance, { trusted: true })
+  }
+
+  const envelope: Record<string, unknown> = {}
+  for (const key of LOG_DISPLAY_CONTENT_KEYS) {
+    if (Object.hasOwn(executionData, key)) envelope[key] = executionData[key]
+  }
+
+  const now = new Date().toISOString()
+  const syntheticSpan: TraceSpan = {
+    id: LOG_DISPLAY_PROJECTION_SPAN_ID,
+    name: 'Log Display Projection',
+    type: 'display',
+    duration: 0,
+    startTime: now,
+    endTime: now,
+    output: envelope,
+  }
+  const sourceTraceSpans = Array.isArray(executionData.traceSpans)
+    ? (executionData.traceSpans as TraceSpan[])
+    : []
+  const projectedSpans = await projectTraceSpansForSecrets([syntheticSpan, ...sourceTraceSpans], {
+    registry,
+    allowLargeValueWrites: false,
+    store: {
+      workspaceId: context.workspaceId ?? undefined,
+      workflowId: context.workflowId ?? undefined,
+      executionId: context.executionId,
+      userId: context.userId,
+      trackReference: false,
+    },
+  })
+
+  const displayData = omit(executionData, [
+    ...LOG_DISPLAY_CONTENT_KEYS,
+    'executionState',
+    'traceSpans',
+  ]) as Record<string, unknown>
+
+  const projectedEnvelope = projectedSpans.find(
+    (span) => span.id === LOG_DISPLAY_PROJECTION_SPAN_ID
+  )?.output
+  if (projectedEnvelope) {
+    for (const key of LOG_DISPLAY_CONTENT_KEYS) {
+      if (Object.hasOwn(projectedEnvelope, key)) displayData[key] = projectedEnvelope[key]
+    }
+  }
+
+  if (Array.isArray(executionData.traceSpans)) {
+    displayData.traceSpans = projectedSpans.filter(
+      (span) => span.id !== LOG_DISPLAY_PROJECTION_SPAN_ID
+    )
+  }
+
+  return displayData
+}
diff --git a/apps/sim/lib/logs/fetch-log-detail.ts b/apps/sim/lib/logs/fetch-log-detail.ts
index 8a4b329a328..2ad0c43ffa2 100644
--- a/apps/sim/lib/logs/fetch-log-detail.ts
+++ b/apps/sim/lib/logs/fetch-log-detail.ts
@@ -15,7 +15,7 @@ import {
   pickLatestCompletedMarker,
   pickLatestStartedMarker,
 } from '@/lib/logs/execution/progress-markers'
-import { materializeExecutionData } from '@/lib/logs/execution/trace-store'
+import { materializeExecutionDataForDisplay } from '@/lib/logs/execution/trace-store'
 import { checkWorkspaceAccess } from '@/lib/workspaces/permissions/utils'
 
 type LookupColumn = 'id' | 'executionId'
@@ -170,9 +170,14 @@ export async function fetchLogDetail({
 
     // Trace spans / heavy execution data may live in object storage; resolve the
     // pointer here (no-op for inline / pre-externalization rows).
-    const executionData = await materializeExecutionData(
+    const executionData = await materializeExecutionDataForDisplay(
       log.executionData as Record<string, unknown> | null,
-      { workspaceId, workflowId: log.workflowId, executionId: log.executionId }
+      {
+        workspaceId,
+        workflowId: log.workflowId,
+        executionId: log.executionId,
+        userId,
+      }
     )
 
     const liveMarkers =
@@ -248,7 +253,15 @@ export async function fetchLogDetail({
   const jobLog = jobRows[0]
   if (!jobLog) return null
 
-  const execData = (jobLog.executionData as Record<string, unknown> | null) ?? {}
+  const execData = await materializeExecutionDataForDisplay(
+    jobLog.executionData as Record<string, unknown> | null,
+    {
+      workspaceId,
+      workflowId: null,
+      executionId: jobLog.executionId,
+      userId,
+    }
+  )
   return {
     id: jobLog.id,
     workflowId: null,
diff --git a/apps/sim/lib/logs/types.ts b/apps/sim/lib/logs/types.ts
index 4c0e303eb0c..be1a960c7c8 100644
--- a/apps/sim/lib/logs/types.ts
+++ b/apps/sim/lib/logs/types.ts
@@ -433,6 +433,22 @@ export interface SnapshotCreationResult {
 }
 
 export interface ExecutionLoggerService {
+  loadTraceSpansForProjection(params: {
+    executionId: string
+    workflowId: string
+    workspaceId: string | null
+    traceSpans: TraceSpan[]
+    isResume?: boolean
+  }): Promise<TraceSpan[]>
+
+  prepareTraceSpansForProjection(params: {
+    executionId: string
+    workflowId: string
+    workspaceId: string | null
+    userId?: string | null
+    traceSpans: TraceSpan[]
+  }): Promise<TraceSpan[]>
+
   startWorkflowExecution(params: {
     workflowId: string
     workspaceId: string
diff --git a/apps/sim/lib/mcp/client.ts b/apps/sim/lib/mcp/client.ts
index 194755c9a05..85269355106 100644
--- a/apps/sim/lib/mcp/client.ts
+++ b/apps/sim/lib/mcp/client.ts
@@ -74,6 +74,7 @@ export class McpClient {
   private authProvider?: McpClientOptions['authProvider']
   private isConnected = false
   private closeGuardedTransport?: () => Promise<void>
+  private readonly resolvedSecretTraceProvenance?: McpClientOptions['resolvedSecretTraceProvenance']
 
   constructor(options: McpClientOptions) {
     this.config = options.config
@@ -84,6 +85,7 @@ export class McpClient {
     }
     this.onToolsChanged = options.onToolsChanged
     this.authProvider = options.authProvider
+    this.resolvedSecretTraceProvenance = options.resolvedSecretTraceProvenance
     const resolvedIP = options.resolvedIP
 
     this.connectionStatus = { connected: false }
@@ -133,6 +135,12 @@ export class McpClient {
     }
   }
 
+  getResolvedSecretTraceProvenance(): McpClientOptions['resolvedSecretTraceProvenance'] {
+    return this.resolvedSecretTraceProvenance
+      ? structuredClone(this.resolvedSecretTraceProvenance)
+      : undefined
+  }
+
   /**
    * Initialize connection to MCP server.
    * If an `onToolsChanged` callback was provided, registers a notification handler
diff --git a/apps/sim/lib/mcp/resolve-config.test.ts b/apps/sim/lib/mcp/resolve-config.test.ts
new file mode 100644
index 00000000000..9c18f6e3c5d
--- /dev/null
+++ b/apps/sim/lib/mcp/resolve-config.test.ts
@@ -0,0 +1,182 @@
+/**
+ * @vitest-environment node
+ */
+import { beforeEach, describe, expect, it, vi } from 'vitest'
+
+const { mockGetEffectiveEnvironmentSnapshot } = vi.hoisted(() => ({
+  mockGetEffectiveEnvironmentSnapshot: vi.fn(),
+}))
+
+vi.mock('@/lib/environment/utils', () => ({
+  getEffectiveEnvironmentSnapshot: mockGetEffectiveEnvironmentSnapshot,
+}))
+
+import { resolveMcpConfigEnvVars } from '@/lib/mcp/resolve-config'
+
+const BASE_CONFIG = {
+  id: 'server-1',
+  name: 'Server',
+  transport: 'streamable-http' as const,
+  url: 'https://{{MCP_HOST}}/mcp',
+  headers: {
+    Authorization: 'Bearer {{MCP_TOKEN}}',
+    'X-Direct': 'literal-secret',
+  },
+}
+
+describe('resolveMcpConfigEnvVars secret provenance', () => {
+  beforeEach(() => {
+    vi.clearAllMocks()
+    mockGetEffectiveEnvironmentSnapshot.mockResolvedValue({
+      personalEncrypted: {
+        MCP_HOST: 'personal-host-encrypted',
+        MCP_TOKEN: 'personal-token-encrypted',
+        UNUSED: 'unused-encrypted',
+      },
+      workspaceEncrypted: { MCP_TOKEN: 'workspace-token-encrypted' },
+      personalDecrypted: {
+        MCP_HOST: 'api.example.com',
+        MCP_TOKEN: 'personal-token',
+        UNUSED: 'literal-secret',
+      },
+      workspaceDecrypted: { MCP_TOKEN: 'workspace-token' },
+      conflicts: ['MCP_TOKEN'],
+      decryptionFailures: [],
+    })
+  })
+
+  it('returns encrypted provenance only for successful {{NAME}} substitutions', async () => {
+    const result = await resolveMcpConfigEnvVars(BASE_CONFIG, 'user-1', 'workspace-1')
+
+    expect(result.config.url).toBe('https://api.example.com/mcp')
+    expect(result.config.headers).toEqual({
+      Authorization: 'Bearer workspace-token',
+      'X-Direct': 'literal-secret',
+    })
+    expect(result.resolvedSecretTraceProvenance).toEqual({
+      version: 1,
+      complete: true,
+      entries: [
+        { name: 'MCP_HOST', encryptedValue: 'personal-host-encrypted' },
+        { name: 'MCP_TOKEN', encryptedValue: 'workspace-token-encrypted' },
+      ],
+      scope: { userId: 'user-1', workspaceId: 'workspace-1' },
+    })
+    expect(JSON.stringify(result.resolvedSecretTraceProvenance)).not.toContain('workspace-token"')
+    expect(JSON.stringify(result.resolvedSecretTraceProvenance)).not.toContain('literal-secret')
+  })
+
+  it('marks provenance incomplete when a resolved value has no encrypted catalog entry', async () => {
+    mockGetEffectiveEnvironmentSnapshot.mockResolvedValue({
+      personalEncrypted: {},
+      workspaceEncrypted: {},
+      personalDecrypted: { MCP_HOST: 'api.example.com', MCP_TOKEN: 'token' },
+      workspaceDecrypted: {},
+      conflicts: [],
+      decryptionFailures: [],
+    })
+
+    const result = await resolveMcpConfigEnvVars(BASE_CONFIG, 'user-1', 'workspace-1')
+
+    expect(result.resolvedSecretTraceProvenance).toEqual({
+      version: 1,
+      complete: false,
+      entries: [],
+      scope: { userId: 'user-1', workspaceId: 'workspace-1' },
+    })
+  })
+
+  it('does not let an unused configured-secret failure affect invocation provenance', async () => {
+    mockGetEffectiveEnvironmentSnapshot.mockResolvedValue({
+      personalEncrypted: {
+        MCP_HOST: 'host-encrypted',
+        MCP_TOKEN: 'token-encrypted',
+        UNUSED: 'broken-encrypted',
+      },
+      workspaceEncrypted: {},
+      personalDecrypted: {
+        MCP_HOST: 'api.example.com',
+        MCP_TOKEN: 'token',
+        UNUSED: '',
+      },
+      workspaceDecrypted: {},
+      conflicts: [],
+      decryptionFailures: ['UNUSED'],
+    })
+
+    const result = await resolveMcpConfigEnvVars(BASE_CONFIG, 'user-1', 'workspace-1')
+
+    expect(result.resolvedSecretTraceProvenance.complete).toBe(true)
+    expect(result.resolvedSecretTraceProvenance.entries).toHaveLength(2)
+  })
+
+  it('reports successful substitutions before strict missing-reference failure', async () => {
+    const onProvenance = vi.fn()
+    const config = {
+      ...BASE_CONFIG,
+      headers: {
+        Authorization: 'Bearer {{MCP_TOKEN}}',
+        'X-Missing': '{{NOT_CONFIGURED}}',
+      },
+    }
+
+    await expect(
+      resolveMcpConfigEnvVars(config, 'user-1', 'workspace-1', {
+        onResolvedSecretTraceProvenance: onProvenance,
+      })
+    ).rejects.toThrow('NOT_CONFIGURED')
+
+    expect(onProvenance).toHaveBeenCalledWith({
+      version: 1,
+      complete: true,
+      entries: [
+        { name: 'MCP_HOST', encryptedValue: 'personal-host-encrypted' },
+        { name: 'MCP_TOKEN', encryptedValue: 'workspace-token-encrypted' },
+      ],
+      scope: { userId: 'user-1', workspaceId: 'workspace-1' },
+    })
+  })
+
+  it('reports incomplete provenance when the Secrets catalog cannot be loaded', async () => {
+    const onProvenance = vi.fn()
+    mockGetEffectiveEnvironmentSnapshot.mockRejectedValueOnce(new Error('database unavailable'))
+
+    const result = await resolveMcpConfigEnvVars(BASE_CONFIG, 'user-1', 'workspace-1', {
+      onResolvedSecretTraceProvenance: onProvenance,
+    })
+
+    const expected = {
+      version: 1 as const,
+      complete: false,
+      entries: [],
+      scope: { userId: 'user-1', workspaceId: 'workspace-1' },
+    }
+    expect(result.resolvedSecretTraceProvenance).toEqual(expected)
+    expect(onProvenance).toHaveBeenCalledWith(expected)
+    expect(result.config).toEqual(BASE_CONFIG)
+  })
+
+  it('uses one atomic cached snapshot for runtime values and encrypted provenance', async () => {
+    mockGetEffectiveEnvironmentSnapshot.mockResolvedValueOnce({
+      personalEncrypted: { MCP_HOST: 'old-host-ciphertext', MCP_TOKEN: 'old-token-ciphertext' },
+      workspaceEncrypted: {},
+      personalDecrypted: { MCP_HOST: 'old.example.com', MCP_TOKEN: 'old-token' },
+      workspaceDecrypted: {},
+      conflicts: [],
+      decryptionFailures: [],
+    })
+
+    const result = await resolveMcpConfigEnvVars(BASE_CONFIG, 'user-1', 'workspace-1')
+
+    expect(mockGetEffectiveEnvironmentSnapshot).toHaveBeenCalledOnce()
+    expect(mockGetEffectiveEnvironmentSnapshot).toHaveBeenCalledWith('user-1', 'workspace-1')
+    expect(result.config).toMatchObject({
+      url: 'https://old.example.com/mcp',
+      headers: expect.objectContaining({ Authorization: 'Bearer old-token' }),
+    })
+    expect(result.resolvedSecretTraceProvenance.entries).toEqual([
+      { name: 'MCP_HOST', encryptedValue: 'old-host-ciphertext' },
+      { name: 'MCP_TOKEN', encryptedValue: 'old-token-ciphertext' },
+    ])
+  })
+})
diff --git a/apps/sim/lib/mcp/resolve-config.ts b/apps/sim/lib/mcp/resolve-config.ts
index 41322cc0282..c3c21a104d0 100644
--- a/apps/sim/lib/mcp/resolve-config.ts
+++ b/apps/sim/lib/mcp/resolve-config.ts
@@ -5,15 +5,26 @@
  */
 
 import { createLogger } from '@sim/logger'
-import { getEffectiveDecryptedEnv } from '@/lib/environment/utils'
+import { getErrorMessage } from '@sim/utils/errors'
+import {
+  type EnvironmentResolutionSnapshot,
+  getEffectiveEnvironmentSnapshot,
+} from '@/lib/environment/utils'
 import type { McpServerConfig } from '@/lib/mcp/types'
 import { resolveEnvVarReferences } from '@/executor/utils/reference-validation'
+import {
+  createIncompleteResolvedSecretTraceRegistry,
+  createResolvedSecretTraceRegistry,
+  type ResolvedSecretTraceProvenanceV1,
+  type ResolvedSecretTraceRegistry,
+} from '@/executor/utils/resolved-secret-trace-registry'
 
 const logger = createLogger('McpResolveConfig')
 
 export interface ResolveMcpConfigOptions {
   /** If true, throws an error when env vars are missing. Default: true */
   strict?: boolean
+  onResolvedSecretTraceProvenance?: (provenance: ResolvedSecretTraceProvenanceV1) => void
 }
 
 /**
@@ -31,22 +42,55 @@ export async function resolveMcpConfigEnvVars(
   userId: string,
   workspaceId?: string,
   options: ResolveMcpConfigOptions = {}
-): Promise<{ config: McpServerConfig; missingVars: string[] }> {
+): Promise<{
+  config: McpServerConfig
+  missingVars: string[]
+  resolvedSecretTraceProvenance: ResolvedSecretTraceProvenanceV1
+}> {
   const { strict = true } = options
   const allMissingVars: string[] = []
+  const scope = { userId, ...(workspaceId ? { workspaceId } : {}) }
 
-  let envVars: Record<string, string> = {}
+  let env: EnvironmentResolutionSnapshot
   try {
-    envVars = await getEffectiveDecryptedEnv(userId, workspaceId)
+    env = await getEffectiveEnvironmentSnapshot(userId, workspaceId)
   } catch (error) {
     logger.error('Failed to fetch environment variables for MCP config:', error)
-    return { config, missingVars: [] }
+    const resolvedSecretTraceRegistry = createIncompleteResolvedSecretTraceRegistry(scope)
+    const provenance = resolvedSecretTraceRegistry.exportProvenance()
+    options.onResolvedSecretTraceProvenance?.(provenance)
+    return {
+      config,
+      missingVars: [],
+      resolvedSecretTraceProvenance: provenance,
+    }
+  }
+  const envVars = { ...env.personalDecrypted, ...env.workspaceDecrypted }
+
+  let resolvedSecretTraceRegistry: ResolvedSecretTraceRegistry
+  try {
+    resolvedSecretTraceRegistry = await createResolvedSecretTraceRegistry({
+      personalEncrypted: env.personalEncrypted,
+      workspaceEncrypted: env.workspaceEncrypted,
+      personalDecrypted: env.personalDecrypted,
+      workspaceDecrypted: env.workspaceDecrypted,
+      decryptionFailures: env.decryptionFailures,
+      scope,
+    })
+  } catch (error) {
+    logger.warn('Failed to build MCP trace secret catalog; provenance will be incomplete', {
+      error: getErrorMessage(error),
+    })
+    resolvedSecretTraceRegistry = createIncompleteResolvedSecretTraceRegistry(scope)
   }
 
   const resolveValue = (value: string): string => {
     const missingVars: string[] = []
     const resolved = resolveEnvVarReferences(value, envVars, {
       missingKeys: missingVars,
+      onResolved: (name, resolvedValue) => {
+        resolvedSecretTraceRegistry.recordResolved(name, resolvedValue)
+      },
     }) as string
     allMissingVars.push(...missingVars)
     return resolved
@@ -66,7 +110,9 @@ export async function resolveMcpConfigEnvVars(
     resolvedConfig.headers = resolvedHeaders
   }
 
-  // Handle missing vars based on strict mode
+  const resolvedSecretTraceProvenance = resolvedSecretTraceRegistry.exportProvenance()
+  options.onResolvedSecretTraceProvenance?.(resolvedSecretTraceProvenance)
+
   if (allMissingVars.length > 0) {
     const uniqueMissing = Array.from(new Set(allMissingVars))
 
@@ -81,5 +127,9 @@ export async function resolveMcpConfigEnvVars(
     })
   }
 
-  return { config: resolvedConfig, missingVars: allMissingVars }
+  return {
+    config: resolvedConfig,
+    missingVars: allMissingVars,
+    resolvedSecretTraceProvenance,
+  }
 }
diff --git a/apps/sim/lib/mcp/service-pool.test.ts b/apps/sim/lib/mcp/service-pool.test.ts
index f499ba99111..2903558d561 100644
--- a/apps/sim/lib/mcp/service-pool.test.ts
+++ b/apps/sim/lib/mcp/service-pool.test.ts
@@ -15,6 +15,7 @@ import { afterAll, beforeEach, describe, expect, it, vi } from 'vitest'
 const {
   MockMcpClient,
   mockCallTool,
+  mockListTools,
   mockConnect,
   mockDisconnect,
   mockAcquire,
@@ -24,12 +25,24 @@ const {
   poolClient,
 } = vi.hoisted(() => {
   const mockCallTool = vi.fn()
+  const mockListTools = vi.fn()
   const mockConnect = vi.fn()
   const mockDisconnect = vi.fn()
   const mockRelease = vi.fn(async () => {})
-  const poolClient = { callTool: mockCallTool, disconnect: vi.fn() }
+  const poolClient = {
+    callTool: mockCallTool,
+    listTools: mockListTools,
+    disconnect: vi.fn(),
+    getResolvedSecretTraceProvenance: vi.fn(() => ({
+      version: 1 as const,
+      complete: true,
+      entries: [{ name: 'MCP_TOKEN', encryptedValue: 'encrypted-token' }],
+      scope: { userId: 'user-1', workspaceId: 'ws-1' },
+    })),
+  }
   return {
     mockCallTool,
+    mockListTools,
     mockConnect,
     mockDisconnect,
     mockRelease,
@@ -50,9 +63,10 @@ const {
             connect: mockConnect,
             disconnect: mockDisconnect,
             callTool: mockCallTool,
-            listTools: vi.fn(async () => []),
+            listTools: mockListTools,
             hasListChangedCapability: vi.fn(() => false),
             onClose: vi.fn(),
+            getResolvedSecretTraceProvenance: poolClient.getResolvedSecretTraceProvenance,
           })
         }
       }
@@ -117,6 +131,7 @@ describe('McpService connection reuse wiring', () => {
     mockResolveEnvVars.mockImplementation(async (config: unknown) => ({ config }))
     mockAcquire.mockResolvedValue({ client: poolClient, release: mockRelease })
     mockCallTool.mockResolvedValue({ content: [] })
+    mockListTools.mockResolvedValue([])
   })
 
   afterAll(() => {
@@ -137,6 +152,161 @@ describe('McpService connection reuse wiring', () => {
     expect(mockResolveEnvVars).not.toHaveBeenCalled()
   })
 
+  it('emits the pooled connection provenance on every invocation', async () => {
+    const onProvenance = vi.fn()
+
+    await mcpService.executeTool(
+      USER_ID,
+      'server-1',
+      { name: 'first', arguments: {} },
+      WORKSPACE_ID,
+      undefined,
+      onProvenance
+    )
+    await mcpService.executeTool(
+      USER_ID,
+      'server-1',
+      { name: 'second', arguments: {} },
+      WORKSPACE_ID,
+      undefined,
+      onProvenance
+    )
+
+    expect(onProvenance).toHaveBeenCalledTimes(2)
+    expect(onProvenance).toHaveBeenNthCalledWith(1, {
+      version: 1,
+      complete: true,
+      entries: [{ name: 'MCP_TOKEN', encryptedValue: 'encrypted-token' }],
+      scope: { userId: USER_ID, workspaceId: WORKSPACE_ID },
+    })
+    expect(onProvenance).toHaveBeenNthCalledWith(2, {
+      version: 1,
+      complete: true,
+      entries: [{ name: 'MCP_TOKEN', encryptedValue: 'encrypted-token' }],
+      scope: { userId: USER_ID, workspaceId: WORKSPACE_ID },
+    })
+  })
+
+  it('emits cold-connection provenance once even though the connected client retains it', async () => {
+    const onProvenance = vi.fn()
+    const provenance = {
+      version: 1 as const,
+      complete: true,
+      entries: [{ name: 'MCP_TOKEN', encryptedValue: 'encrypted-token' }],
+      scope: { userId: USER_ID, workspaceId: WORKSPACE_ID },
+    }
+    mockResolveEnvVars.mockImplementationOnce(
+      async (
+        config: unknown,
+        _userId: unknown,
+        _workspaceId: unknown,
+        options: {
+          onResolvedSecretTraceProvenance?: (value: typeof provenance) => void
+        }
+      ) => {
+        options.onResolvedSecretTraceProvenance?.(provenance)
+        return { config, resolvedSecretTraceProvenance: provenance }
+      }
+    )
+    mockAcquire.mockImplementationOnce(
+      async ({ create }: { create: () => Promise<typeof poolClient> }) => ({
+        client: await create(),
+        release: mockRelease,
+      })
+    )
+
+    await mcpService.executeTool(
+      USER_ID,
+      'server-1',
+      { name: 'do', arguments: {} },
+      WORKSPACE_ID,
+      undefined,
+      onProvenance
+    )
+
+    expect(mockResolveEnvVars).toHaveBeenCalledTimes(1)
+    expect(onProvenance).toHaveBeenCalledTimes(1)
+    expect(onProvenance).toHaveBeenCalledWith(provenance)
+  })
+
+  it('emits cold-connection provenance for tools/list', async () => {
+    const onProvenance = vi.fn()
+    const provenance = {
+      version: 1 as const,
+      complete: true,
+      entries: [{ name: 'MCP_TOKEN', encryptedValue: 'encrypted-token' }],
+      scope: { userId: USER_ID, workspaceId: WORKSPACE_ID },
+    }
+    mockResolveEnvVars.mockImplementationOnce(
+      async (
+        config: unknown,
+        _userId: unknown,
+        _workspaceId: unknown,
+        options: {
+          onResolvedSecretTraceProvenance?: (value: typeof provenance) => void
+        }
+      ) => {
+        options.onResolvedSecretTraceProvenance?.(provenance)
+        return { config, resolvedSecretTraceProvenance: provenance }
+      }
+    )
+    mockAcquire.mockImplementationOnce(
+      async ({ create }: { create: () => Promise<typeof poolClient> }) => ({
+        client: await create(),
+        release: mockRelease,
+      })
+    )
+
+    await mcpService.discoverServerTools(USER_ID, 'server-1', WORKSPACE_ID, true, onProvenance)
+
+    expect(mockResolveEnvVars).toHaveBeenCalledTimes(1)
+    expect(mockListTools).toHaveBeenCalledTimes(1)
+    expect(onProvenance).toHaveBeenCalledTimes(1)
+    expect(onProvenance).toHaveBeenCalledWith(provenance)
+  })
+
+  it('emits retained provenance on every warm-pool tools/list invocation', async () => {
+    const onProvenance = vi.fn()
+
+    await mcpService.discoverServerTools(USER_ID, 'server-1', WORKSPACE_ID, true, onProvenance)
+    await mcpService.discoverServerTools(USER_ID, 'server-1', WORKSPACE_ID, true, onProvenance)
+
+    expect(mockResolveEnvVars).not.toHaveBeenCalled()
+    expect(mockListTools).toHaveBeenCalledTimes(2)
+    expect(onProvenance).toHaveBeenCalledTimes(2)
+    expect(onProvenance).toHaveBeenNthCalledWith(1, {
+      version: 1,
+      complete: true,
+      entries: [{ name: 'MCP_TOKEN', encryptedValue: 'encrypted-token' }],
+      scope: { userId: USER_ID, workspaceId: WORKSPACE_ID },
+    })
+    expect(onProvenance).toHaveBeenNthCalledWith(2, {
+      version: 1,
+      complete: true,
+      entries: [{ name: 'MCP_TOKEN', encryptedValue: 'encrypted-token' }],
+      scope: { userId: USER_ID, workspaceId: WORKSPACE_ID },
+    })
+  })
+
+  it('reports incomplete provenance when a pooled tools/list client has no retained report', async () => {
+    const onProvenance = vi.fn()
+    const legacyClient = {
+      ...poolClient,
+      getResolvedSecretTraceProvenance: undefined,
+    }
+    mockAcquire.mockResolvedValueOnce({ client: legacyClient, release: mockRelease })
+
+    await mcpService.discoverServerTools(USER_ID, 'server-1', WORKSPACE_ID, true, onProvenance)
+
+    expect(mockListTools).toHaveBeenCalledTimes(1)
+    expect(onProvenance).toHaveBeenCalledWith({
+      version: 1,
+      complete: false,
+      entries: [],
+      scope: { userId: USER_ID, workspaceId: WORKSPACE_ID },
+    })
+  })
+
   it('bypasses the pool for calls carrying per-request headers', async () => {
     await mcpService.executeTool(USER_ID, 'server-1', { name: 'do', arguments: {} }, WORKSPACE_ID, {
       Authorization: 'Bearer per-call',
@@ -226,4 +396,48 @@ describe('McpService connection reuse wiring', () => {
     expect(mockRelease).toHaveBeenCalledWith(true, false)
     expect(mockAcquire).toHaveBeenCalledTimes(2)
   })
+
+  it('reports both retained and rotated provenance when an auth retry rebuilds the client', async () => {
+    const staleProvenance = {
+      version: 1 as const,
+      complete: true,
+      entries: [{ name: 'MCP_TOKEN', encryptedValue: 'encrypted-token-v1' }],
+      scope: { userId: USER_ID, workspaceId: WORKSPACE_ID },
+    }
+    const rotatedProvenance = {
+      version: 1 as const,
+      complete: true,
+      entries: [{ name: 'MCP_TOKEN', encryptedValue: 'encrypted-token-v2' }],
+      scope: { userId: USER_ID, workspaceId: WORKSPACE_ID },
+    }
+    const staleClient = {
+      ...poolClient,
+      getResolvedSecretTraceProvenance: vi.fn(() => staleProvenance),
+    }
+    const rotatedClient = {
+      ...poolClient,
+      getResolvedSecretTraceProvenance: vi.fn(() => rotatedProvenance),
+    }
+    mockAcquire
+      .mockResolvedValueOnce({ client: staleClient, release: mockRelease })
+      .mockResolvedValueOnce({ client: rotatedClient, release: mockRelease })
+    mockCallTool
+      .mockRejectedValueOnce(new UnauthorizedError('stale key'))
+      .mockResolvedValueOnce({ content: [] })
+    const onProvenance = vi.fn()
+
+    await mcpService.executeTool(
+      USER_ID,
+      'server-1',
+      { name: 'do', arguments: {} },
+      WORKSPACE_ID,
+      undefined,
+      onProvenance
+    )
+
+    expect(onProvenance.mock.calls.map(([provenance]) => provenance)).toEqual([
+      staleProvenance,
+      rotatedProvenance,
+    ])
+  })
 })
diff --git a/apps/sim/lib/mcp/service.ts b/apps/sim/lib/mcp/service.ts
index d4ef715b8e2..4a867b35382 100644
--- a/apps/sim/lib/mcp/service.ts
+++ b/apps/sim/lib/mcp/service.ts
@@ -42,6 +42,10 @@ import {
   type McpTransport,
 } from '@/lib/mcp/types'
 import { MCP_CLIENT_CONSTANTS, MCP_CONSTANTS } from '@/lib/mcp/utils'
+import {
+  isResolvedSecretTraceProvenanceV1,
+  type ResolvedSecretTraceProvenanceV1,
+} from '@/executor/utils/resolved-secret-trace-registry'
 
 const logger = createLogger('McpService')
 
@@ -55,6 +59,59 @@ function failureCacheKey(workspaceId: string, serverId: string): string {
 
 const FAILURE_CACHE_SENTINEL: McpTool[] = []
 
+type ResolvedSecretTraceProvenanceCallback = (provenance: ResolvedSecretTraceProvenanceV1) => void
+
+function reportRetainedClientProvenance(
+  provenance: unknown,
+  userId: string,
+  workspaceId: string,
+  callback?: ResolvedSecretTraceProvenanceCallback
+): void {
+  if (!callback) return
+  callback(
+    isResolvedSecretTraceProvenanceV1(provenance)
+      ? provenance
+      : {
+          version: 1,
+          complete: false,
+          entries: [],
+          scope: { userId, workspaceId },
+        }
+  )
+}
+
+function isSameProvenance(
+  left: ResolvedSecretTraceProvenanceV1,
+  right: ResolvedSecretTraceProvenanceV1
+): boolean {
+  if (
+    left.complete !== right.complete ||
+    left.scope?.userId !== right.scope?.userId ||
+    left.scope?.workspaceId !== right.scope?.workspaceId ||
+    left.entries.length !== right.entries.length
+  ) {
+    return false
+  }
+
+  return left.entries.every((entry, index) => {
+    const other = right.entries[index]
+    return entry.name === other.name && entry.encryptedValue === other.encryptedValue
+  })
+}
+
+function createInvocationProvenanceReporter(
+  callback?: ResolvedSecretTraceProvenanceCallback
+): ResolvedSecretTraceProvenanceCallback | undefined {
+  if (!callback) return undefined
+
+  let lastReported: ResolvedSecretTraceProvenanceV1 | undefined
+  return (provenance) => {
+    if (lastReported && isSameProvenance(lastReported, provenance)) return
+    lastReported = provenance
+    callback(provenance)
+  }
+}
+
 type DiscoveryOutcome =
   | { kind: 'cached'; tools: McpTool[] }
   | { kind: 'fetched'; tools: McpTool[] }
@@ -212,14 +269,25 @@ class McpService {
   private async resolveConfigEnvVars(
     config: McpServerConfig,
     userId: string,
-    workspaceId?: string
-  ): Promise<{ config: McpServerConfig; resolvedIP: string | null }> {
-    const { config: resolvedConfig } = await resolveMcpConfigEnvVars(config, userId, workspaceId, {
-      strict: true,
-    })
+    workspaceId?: string,
+    onResolvedSecretTraceProvenance?: ResolvedSecretTraceProvenanceCallback
+  ): Promise<{
+    config: McpServerConfig
+    resolvedIP: string | null
+    resolvedSecretTraceProvenance?: ResolvedSecretTraceProvenanceV1
+  }> {
+    const { config: resolvedConfig, resolvedSecretTraceProvenance } = await resolveMcpConfigEnvVars(
+      config,
+      userId,
+      workspaceId,
+      {
+        strict: true,
+        onResolvedSecretTraceProvenance,
+      }
+    )
     validateMcpDomain(resolvedConfig.url)
     const resolvedIP = await validateMcpServerSsrf(resolvedConfig.url)
-    return { config: resolvedConfig, resolvedIP }
+    return { config: resolvedConfig, resolvedIP, resolvedSecretTraceProvenance }
   }
 
   private async getServerConfig(
@@ -298,7 +366,8 @@ class McpService {
   private async createClient(
     config: McpServerConfig,
     resolvedIP: string | null,
-    userId?: string
+    userId?: string,
+    resolvedSecretTraceProvenance?: ResolvedSecretTraceProvenanceV1
   ): Promise<McpClient> {
     const securityPolicy = {
       requireConsent: true,
@@ -312,6 +381,7 @@ class McpService {
         config,
         securityPolicy,
         resolvedIP: resolvedIP ?? undefined,
+        resolvedSecretTraceProvenance,
       })
       await client.connect()
       return client
@@ -343,6 +413,7 @@ class McpService {
         securityPolicy,
         authProvider,
         resolvedIP: resolvedIP ?? undefined,
+        resolvedSecretTraceProvenance,
       })
       await client.connect()
       return client
@@ -367,18 +438,24 @@ class McpService {
     config: McpServerConfig,
     userId: string,
     workspaceId: string,
-    extraHeaders?: Record<string, string>
+    extraHeaders?: Record<string, string>,
+    onResolvedSecretTraceProvenance?: ResolvedSecretTraceProvenanceCallback
   ): () => Promise<McpClient> {
     return async () => {
-      const { config: resolvedConfig, resolvedIP } = await this.resolveConfigEnvVars(
+      const {
+        config: resolvedConfig,
+        resolvedIP,
+        resolvedSecretTraceProvenance,
+      } = await this.resolveConfigEnvVars(
         config,
         userId,
-        workspaceId
+        workspaceId,
+        onResolvedSecretTraceProvenance
       )
       if (extraHeaders) {
         resolvedConfig.headers = { ...resolvedConfig.headers, ...extraHeaders }
       }
-      return this.createClient(resolvedConfig, resolvedIP, userId)
+      return this.createClient(resolvedConfig, resolvedIP, userId, resolvedSecretTraceProvenance)
     }
   }
 
@@ -392,7 +469,8 @@ class McpService {
   private async fetchServerTools(
     config: McpServerConfig,
     userId: string,
-    workspaceId: string
+    workspaceId: string,
+    onResolvedSecretTraceProvenance?: ResolvedSecretTraceProvenanceCallback
   ): Promise<McpTool[]> {
     for (let attempt = 0; ; attempt++) {
       try {
@@ -402,8 +480,16 @@ class McpService {
             serverId: config.id,
             allowPool: true,
           },
-          this.buildClient(config, userId, workspaceId),
-          (client) => client.listTools()
+          this.buildClient(config, userId, workspaceId, undefined, onResolvedSecretTraceProvenance),
+          (client) => {
+            reportRetainedClientProvenance(
+              client.getResolvedSecretTraceProvenance?.(),
+              userId,
+              workspaceId,
+              onResolvedSecretTraceProvenance
+            )
+            return client.listTools()
+          }
         )
       } catch (error) {
         if (attempt === 0 && isAuthError(error) && config.authType !== 'oauth') continue
@@ -462,10 +548,12 @@ class McpService {
     serverId: string,
     toolCall: McpToolCall,
     workspaceId: string,
-    extraHeaders?: Record<string, string>
+    extraHeaders?: Record<string, string>,
+    onResolvedSecretTraceProvenance?: ResolvedSecretTraceProvenanceCallback
   ): Promise<McpToolResult> {
     const requestId = generateRequestId()
     const maxRetries = 2
+    const reportProvenance = createInvocationProvenanceReporter(onResolvedSecretTraceProvenance)
 
     for (let attempt = 0; attempt < maxRetries; attempt++) {
       try {
@@ -485,8 +573,22 @@ class McpService {
             serverId,
             allowPool: !hasExtraHeaders,
           },
-          this.buildClient(config, userId, workspaceId, hasExtraHeaders ? extraHeaders : undefined),
-          (client) => client.callTool(toolCall)
+          this.buildClient(
+            config,
+            userId,
+            workspaceId,
+            hasExtraHeaders ? extraHeaders : undefined,
+            reportProvenance
+          ),
+          (client) => {
+            reportRetainedClientProvenance(
+              client.getResolvedSecretTraceProvenance?.(),
+              userId,
+              workspaceId,
+              reportProvenance
+            )
+            return client.callTool(toolCall)
+          }
         )
         logger.info(`[${requestId}] Successfully executed tool ${toolCall.name}`)
         return result
@@ -874,8 +976,19 @@ class McpService {
     userId: string,
     serverId: string,
     workspaceId: string,
-    forceRefresh = false
+    forceRefresh = false,
+    onResolvedSecretTraceProvenance?: ResolvedSecretTraceProvenanceCallback
   ): Promise<McpTool[]> {
+    if (onResolvedSecretTraceProvenance) {
+      return this.discoverServerToolsImpl(
+        userId,
+        serverId,
+        workspaceId,
+        forceRefresh,
+        createInvocationProvenanceReporter(onResolvedSecretTraceProvenance)
+      )
+    }
+
     const inflightKey = `${workspaceId}:${serverId}:${userId}:${forceRefresh ? 'force' : 'cache'}`
     const existing = this.inflightServerDiscovery.get(inflightKey)
     if (existing) return existing
@@ -884,7 +997,8 @@ class McpService {
       userId,
       serverId,
       workspaceId,
-      forceRefresh
+      forceRefresh,
+      undefined
     ).finally(() => {
       this.inflightServerDiscovery.delete(inflightKey)
     })
@@ -896,7 +1010,8 @@ class McpService {
     userId: string,
     serverId: string,
     workspaceId: string,
-    forceRefresh: boolean
+    forceRefresh: boolean,
+    onResolvedSecretTraceProvenance?: ResolvedSecretTraceProvenanceCallback
   ): Promise<McpTool[]> {
     const requestId = generateRequestId()
     const discoveryStartedAt = new Date()
@@ -934,7 +1049,12 @@ class McpService {
         }
         authType = config.authType
 
-        const tools = await this.fetchServerTools(config, userId, workspaceId)
+        const tools = await this.fetchServerTools(
+          config,
+          userId,
+          workspaceId,
+          onResolvedSecretTraceProvenance
+        )
         logger.info(`[${requestId}] Discovered ${tools.length} tools from server ${config.name}`)
         await Promise.allSettled([
           this.cacheAdapter
diff --git a/apps/sim/lib/mcp/types.ts b/apps/sim/lib/mcp/types.ts
index 575e86ea2f8..a6f7d1f9363 100644
--- a/apps/sim/lib/mcp/types.ts
+++ b/apps/sim/lib/mcp/types.ts
@@ -1,4 +1,5 @@
 import type { Tool } from '@modelcontextprotocol/sdk/types.js'
+import type { ResolvedSecretTraceProvenanceV1 } from '@/executor/utils/resolved-secret-trace-registry'
 
 export type McpTransport = 'streamable-http'
 
@@ -188,6 +189,8 @@ export interface McpClientOptions {
    * server configs.
    */
   authProvider?: import('@modelcontextprotocol/sdk/client/auth.js').OAuthClientProvider
+  /** Encrypted-only provenance for Secrets-tab references resolved into this connection. */
+  resolvedSecretTraceProvenance?: ResolvedSecretTraceProvenanceV1
 }
 
 export interface ToolsChangedEvent {
diff --git a/apps/sim/lib/table/backfill-runner.ts b/apps/sim/lib/table/backfill-runner.ts
index d3e9946cfee..ce9c8bc717a 100644
--- a/apps/sim/lib/table/backfill-runner.ts
+++ b/apps/sim/lib/table/backfill-runner.ts
@@ -7,6 +7,10 @@ import { and, asc, count, eq, gt, inArray } from 'drizzle-orm'
 import { isTriggerDevEnabled } from '@/lib/core/config/env-flags'
 import { runDetached } from '@/lib/core/utils/background'
 import { MATERIALIZE_CONCURRENCY, mapWithConcurrency } from '@/lib/core/utils/concurrency'
+import {
+  type FunctionalExecutionDataSource,
+  getFunctionalBlockOutput,
+} from '@/lib/logs/execution/functional-outputs'
 import { materializeExecutionData } from '@/lib/logs/execution/trace-store'
 import { appendTableEvent } from '@/lib/table/events'
 import {
@@ -47,27 +51,6 @@ export interface TableBackfillPayload {
   actorUserId?: string | null
 }
 
-/** Minimal shape of a trace span we care about for backfill. */
-interface BackfillTraceSpan {
-  blockId?: string
-  output?: Record<string, unknown>
-  children?: BackfillTraceSpan[]
-}
-
-/** DFS the trace tree for the first span matching `blockId`. */
-function findSpanByBlockId(
-  spans: BackfillTraceSpan[] | undefined,
-  blockId: string
-): BackfillTraceSpan | undefined {
-  if (!spans) return undefined
-  for (const span of spans) {
-    if (span.blockId === blockId) return span
-    const child = findSpanByBlockId(span.children, blockId)
-    if (child) return child
-  }
-  return undefined
-}
-
 /** One keyset page of completed (rowId, executionId) pairs for the group, ordered by rowId. */
 async function selectCompletedExecPage(
   tableId: string,
@@ -94,8 +77,8 @@ async function selectCompletedExecPage(
 }
 
 /**
- * Backfills one page of rows: pulls each target output's value out of the rows' saved trace
- * spans (materialized from object storage with bounded concurrency) and writes it into row data.
+ * Backfills one page of rows: pulls each target output from the saved raw execution state
+ * (materialized from object storage with bounded concurrency) and writes it into row data.
  * Returns the number of rows updated.
  */
 async function processBackfillPage(opts: {
@@ -136,17 +119,14 @@ async function processBackfillPage(opts: {
     .from(workflowExecutionLogs)
     .where(inArray(workflowExecutionLogs.executionId, executionIds))
 
-  const logByExecutionId = new Map<string, { traceSpans?: BackfillTraceSpan[] }>()
+  const logByExecutionId = new Map<string, FunctionalExecutionDataSource>()
   // Heavy execution data may live in object storage; resolve pointers (bounded concurrency).
   await mapWithConcurrency(logs, MATERIALIZE_CONCURRENCY, async (log) => {
     const executionData = await materializeExecutionData(
       log.executionData as Record<string, unknown> | null,
       { workspaceId: log.workspaceId, workflowId: log.workflowId, executionId: log.executionId }
     )
-    logByExecutionId.set(
-      log.executionId,
-      (executionData as { traceSpans?: BackfillTraceSpan[] }) ?? {}
-    )
+    logByExecutionId.set(log.executionId, (executionData as FunctionalExecutionDataSource) ?? {})
   })
 
   const updates: Array<{ rowId: string; data: RowData }> = []
@@ -160,9 +140,9 @@ async function processBackfillPage(opts: {
     let mutated = false
     for (const out of outputs) {
       if (!overwrite && (r.data as RowData)[out.columnName] !== undefined) continue
-      const span = findSpanByBlockId(log.traceSpans, out.blockId)
-      if (!span?.output) continue
-      const picked = pluckByPath(span.output, out.path)
+      const functionalOutput = getFunctionalBlockOutput(log, out.blockId)
+      if (functionalOutput === undefined) continue
+      const picked = pluckByPath(functionalOutput, out.path)
       if (picked === undefined) continue
       dataPatch[out.columnName] = picked as RowData[string]
       mutated = true
diff --git a/apps/sim/lib/webhooks/env-resolver.test.ts b/apps/sim/lib/webhooks/env-resolver.test.ts
index fcbdb139daa..0f802ed5947 100644
--- a/apps/sim/lib/webhooks/env-resolver.test.ts
+++ b/apps/sim/lib/webhooks/env-resolver.test.ts
@@ -68,4 +68,38 @@ describe('webhook env resolver', () => {
     expect(result).not.toBe(webhookRecord)
     expect(result.providerConfig).not.toBe(webhookRecord.providerConfig)
   })
+
+  it('reports only successful substitutions when resolving with a prepared environment', async () => {
+    const onResolved = vi.fn()
+
+    const result = await resolveWebhookProviderConfig(
+      {
+        exact: '{{SLACK_BOT_TOKEN}}',
+        embedded: 'https://{{ SLACK_HOST }}/files',
+        missing: '{{MISSING_SECRET}}',
+        directLiteral: 'xoxb-resolved',
+      },
+      'user-1',
+      'workspace-1',
+      {
+        envVars: {
+          SLACK_BOT_TOKEN: 'xoxb-resolved',
+          SLACK_HOST: 'files.slack.com',
+        },
+        onResolved,
+      }
+    )
+
+    expect(result).toEqual({
+      exact: 'xoxb-resolved',
+      embedded: 'https://files.slack.com/files',
+      missing: '{{MISSING_SECRET}}',
+      directLiteral: 'xoxb-resolved',
+    })
+    expect(onResolved.mock.calls).toEqual([
+      ['SLACK_BOT_TOKEN', 'xoxb-resolved'],
+      ['SLACK_HOST', 'files.slack.com'],
+    ])
+    expect(mockGetEffectiveDecryptedEnv).not.toHaveBeenCalled()
+  })
 })
diff --git a/apps/sim/lib/webhooks/env-resolver.ts b/apps/sim/lib/webhooks/env-resolver.ts
index 1537879e7d0..1a2fb413fbd 100644
--- a/apps/sim/lib/webhooks/env-resolver.ts
+++ b/apps/sim/lib/webhooks/env-resolver.ts
@@ -1,6 +1,11 @@
 import { getEffectiveDecryptedEnv } from '@/lib/environment/utils'
 import { resolveEnvVarReferences } from '@/executor/utils/reference-validation'
 
+export interface WebhookEnvResolutionOptions {
+  envVars?: Record<string, string>
+  onResolved?: (name: string, value: string) => void
+}
+
 /**
  * Recursively resolves all environment variable references in a configuration object.
  * Supports both exact matches (`{{VAR_NAME}}`) and embedded patterns (`https://{{HOST}}/path`).
@@ -15,10 +20,14 @@ import { resolveEnvVarReferences } from '@/executor/utils/reference-validation'
 export async function resolveEnvVarsInObject<T extends Record<string, unknown>>(
   config: T,
   userId: string,
-  workspaceId?: string
+  workspaceId?: string,
+  options: WebhookEnvResolutionOptions = {}
 ): Promise<T> {
-  const envVars = await getEffectiveDecryptedEnv(userId, workspaceId)
-  return resolveEnvVarReferences(config, envVars, { deep: true }) as T
+  const envVars = options.envVars ?? (await getEffectiveDecryptedEnv(userId, workspaceId))
+  return resolveEnvVarReferences(config, envVars, {
+    deep: true,
+    onResolved: options.onResolved,
+  }) as T
 }
 
 /**
@@ -38,9 +47,15 @@ export function normalizeWebhookProviderConfig(providerConfig: unknown): Record<
 export async function resolveWebhookProviderConfig(
   providerConfig: unknown,
   userId: string,
-  workspaceId?: string
+  workspaceId?: string,
+  options: WebhookEnvResolutionOptions = {}
 ): Promise<Record<string, unknown>> {
-  return resolveEnvVarsInObject(normalizeWebhookProviderConfig(providerConfig), userId, workspaceId)
+  return resolveEnvVarsInObject(
+    normalizeWebhookProviderConfig(providerConfig),
+    userId,
+    workspaceId,
+    options
+  )
 }
 
 /**
@@ -49,14 +64,16 @@ export async function resolveWebhookProviderConfig(
 export async function resolveWebhookRecordProviderConfig<T extends { providerConfig?: unknown }>(
   webhookRecord: T,
   userId: string,
-  workspaceId?: string
+  workspaceId?: string,
+  options: WebhookEnvResolutionOptions = {}
 ): Promise<T & { providerConfig: Record<string, unknown> }> {
   return {
     ...webhookRecord,
     providerConfig: await resolveWebhookProviderConfig(
       webhookRecord.providerConfig,
       userId,
-      workspaceId
+      workspaceId,
+      options
     ),
   }
 }
diff --git a/apps/sim/lib/workflows/executor/execute-workflow.test.ts b/apps/sim/lib/workflows/executor/execute-workflow.test.ts
index 8a5c99d8000..24cb260f3fd 100644
--- a/apps/sim/lib/workflows/executor/execute-workflow.test.ts
+++ b/apps/sim/lib/workflows/executor/execute-workflow.test.ts
@@ -167,4 +167,23 @@ describe('executeWorkflow billing attribution', () => {
       'request-1'
     )
   })
+
+  it('forwards trusted initial trace-secret provenance to the execution core', async () => {
+    const provenance = {
+      version: 1 as const,
+      complete: true,
+      entries: [{ name: 'API_KEY', encryptedValue: 'encrypted-secret' }],
+      scope: { userId: 'actor-1', workspaceId: 'workspace-1' },
+    }
+
+    await executeWorkflow(workflow, 'request-1', { prompt: 'hello' }, 'actor-1', {
+      enabled: true,
+      billingAttribution,
+      trustedInitialResolvedSecretTraceProvenance: provenance,
+    })
+
+    expect(executeWorkflowCoreMock).toHaveBeenCalledWith(
+      expect.objectContaining({ trustedInitialResolvedSecretTraceProvenance: provenance })
+    )
+  })
 })
diff --git a/apps/sim/lib/workflows/executor/execute-workflow.ts b/apps/sim/lib/workflows/executor/execute-workflow.ts
index 639ef051945..98bdadb0546 100644
--- a/apps/sim/lib/workflows/executor/execute-workflow.ts
+++ b/apps/sim/lib/workflows/executor/execute-workflow.ts
@@ -12,6 +12,7 @@ import { handlePostExecutionPauseState } from '@/lib/workflows/executor/pause-pe
 import { ExecutionSnapshot } from '@/executor/execution/snapshot'
 import type { ExecutionMetadata, SerializableExecutionState } from '@/executor/execution/types'
 import type { ExecutionResult, StreamingExecution } from '@/executor/types'
+import type { ResolvedSecretTraceProvenanceV1 } from '@/executor/utils/resolved-secret-trace-registry'
 
 const logger = createLogger('WorkflowExecution')
 
@@ -51,6 +52,8 @@ export interface ExecuteWorkflowOptions {
     sourceSnapshot: SerializableExecutionState
     sourceExecutionId?: string
   }
+  /** Trusted encrypted provenance supplied by a server-only caller before execution starts. */
+  trustedInitialResolvedSecretTraceProvenance?: ResolvedSecretTraceProvenanceV1
   executionMode?: 'sync' | 'stream' | 'async'
   /** Immutable actor/payer decision captured by preprocessing. */
   billingAttribution?: BillingAttributionSnapshot
@@ -163,6 +166,8 @@ export async function executeWorkflow(
       base64MaxBytes: streamConfig?.base64MaxBytes,
       abortSignal: streamConfig?.abortSignal,
       stopAfterBlockId: streamConfig?.stopAfterBlockId,
+      trustedInitialResolvedSecretTraceProvenance:
+        streamConfig?.trustedInitialResolvedSecretTraceProvenance,
       runFromBlock: streamConfig?.runFromBlock,
     })
 
diff --git a/apps/sim/lib/workflows/executor/execution-core.test.ts b/apps/sim/lib/workflows/executor/execution-core.test.ts
index a5f255bcf33..ee6ecc3543b 100644
--- a/apps/sim/lib/workflows/executor/execution-core.test.ts
+++ b/apps/sim/lib/workflows/executor/execution-core.test.ts
@@ -23,6 +23,10 @@ const {
   onBlockStartPersistenceMock,
   executorConstructorMock,
   findStartBlockMock,
+  setResolvedSecretTraceRegistryMock,
+  setTraceLargeValueAccessMock,
+  projectDisplayContentMock,
+  decryptSecretMock,
 } = vi.hoisted(() => ({
   mergeSubblockStateWithValuesMock: vi.fn(),
   safeStartMock: vi.fn(),
@@ -38,6 +42,10 @@ const {
   onBlockStartPersistenceMock: vi.fn(),
   executorConstructorMock: vi.fn(),
   findStartBlockMock: vi.fn(),
+  setResolvedSecretTraceRegistryMock: vi.fn(),
+  setTraceLargeValueAccessMock: vi.fn(),
+  projectDisplayContentMock: vi.fn(),
+  decryptSecretMock: vi.fn(),
 }))
 
 const getPersonalAndWorkspaceEnvMock = environmentUtilsMockFns.mockGetPersonalAndWorkspaceEnv
@@ -53,6 +61,10 @@ vi.mock('@/lib/execution/cancellation', () => ({
   clearExecutionCancellation: clearExecutionCancellationMock,
 }))
 
+vi.mock('@/lib/core/security/encryption', () => ({
+  decryptSecret: decryptSecretMock,
+}))
+
 vi.mock('@/lib/logs/execution/trace-spans/trace-spans', () => ({
   buildTraceSpans: buildTraceSpansMock,
 }))
@@ -110,6 +122,9 @@ describe('executeWorkflowCore terminal finalization sequencing', () => {
     hasCompleted: hasCompletedMock,
     onBlockStart: onBlockStartPersistenceMock,
     onBlockComplete: vi.fn(),
+    projectDisplayContent: projectDisplayContentMock,
+    setResolvedSecretTraceRegistry: setResolvedSecretTraceRegistryMock,
+    setTraceLargeValueAccess: setTraceLargeValueAccessMock,
     setPostExecutionPromise: vi.fn(),
     waitForPostExecution: vi.fn().mockResolvedValue(undefined),
   }
@@ -188,8 +203,17 @@ describe('executeWorkflowCore terminal finalization sequencing', () => {
     safeCompleteWithPauseMock.mockResolvedValue(undefined)
     hasCompletedMock.mockReturnValue(true)
     onBlockStartPersistenceMock.mockResolvedValue(undefined)
+    projectDisplayContentMock.mockImplementation(async (content) => content)
     updateWorkflowRunCountsMock.mockResolvedValue(undefined)
     clearExecutionCancellationMock.mockResolvedValue(undefined)
+    decryptSecretMock.mockImplementation(async (encryptedValue: string) => ({
+      decrypted:
+        encryptedValue === 'webhook-ciphertext'
+          ? 'webhook-secret-value'
+          : encryptedValue === 'old-secret-ciphertext'
+            ? 'old-secret-value'
+            : encryptedValue,
+    }))
   })
 
   it('loads workflow state and env vars concurrently, then starts logging before constructing the executor', async () => {
@@ -500,6 +524,309 @@ describe('executeWorkflowCore terminal finalization sequencing', () => {
     ])
   })
 
+  it('registers an inert resolution-scoped registry while preserving raw runtime output', async () => {
+    const secret = 'sk-demo-core-7f3a91'
+    const runtimeOutput = {
+      keyWasResolved: true,
+      echoedKey: secret,
+      ordinary: 'us-east-1',
+    }
+
+    getPersonalAndWorkspaceEnvMock.mockResolvedValue({
+      personalEncrypted: {},
+      workspaceEncrypted: { OPENAI_API_KEY: 'encrypted' },
+      personalDecrypted: {},
+      workspaceDecrypted: {
+        OPENAI_API_KEY: secret,
+        UNREFERENCED_REGION: 'us-east-1',
+      },
+    })
+    serializeWorkflowMock.mockReturnValue({
+      blocks: [
+        {
+          id: 'function-1',
+          config: {
+            tool: 'function',
+            params: { code: 'return "{{OPENAI_API_KEY}}"' },
+          },
+        },
+      ],
+      connections: [],
+      loops: {},
+      parallels: {},
+    })
+    executorExecuteMock.mockResolvedValue({
+      success: true,
+      status: 'completed',
+      output: runtimeOutput,
+      logs: [],
+      metadata: { duration: 123, startTime: 'start', endTime: 'end' },
+    })
+
+    const result = await executeWorkflowCore({
+      snapshot: createSnapshot() as any,
+      callbacks: {},
+      loggingSession: loggingSession as any,
+    })
+    await loggingSession.setPostExecutionPromise.mock.calls[0][0]
+
+    const registry = setResolvedSecretTraceRegistryMock.mock.calls[0]?.[0]
+    expect(registry.getActiveMatches()).toEqual([])
+    expect(registry.recordResolved('OPENAI_API_KEY', secret)).toBe(true)
+    expect(registry.getActiveMatches()).toEqual([
+      { plaintext: secret, replacement: '{{OPENAI_API_KEY}}' },
+    ])
+    expect(result.output).toEqual(runtimeOutput)
+    expect(result.output.echoedKey).toBe(secret)
+    expect(safeCompleteMock).toHaveBeenCalledWith(
+      expect.objectContaining({ finalOutput: runtimeOutput })
+    )
+  })
+
+  it('activates trusted pre-execution provenance on the installed execution registry', async () => {
+    executorExecuteMock.mockResolvedValue({
+      success: true,
+      status: 'completed',
+      output: {},
+      logs: [],
+      metadata: { duration: 1, startTime: 'start', endTime: 'end' },
+    })
+
+    await executeWorkflowCore({
+      snapshot: createSnapshot() as any,
+      callbacks: {},
+      loggingSession: loggingSession as any,
+      trustedInitialResolvedSecretTraceProvenance: {
+        version: 1,
+        complete: true,
+        entries: [{ name: 'WEBHOOK_SECRET', encryptedValue: 'webhook-ciphertext' }],
+        scope: { userId: 'workflow-owner', workspaceId: 'workspace-1' },
+      },
+    })
+    await loggingSession.setPostExecutionPromise.mock.calls[0][0]
+
+    const registry = setResolvedSecretTraceRegistryMock.mock.calls[0]?.[0]
+    expect(registry.getActiveMatches()).toEqual([
+      { plaintext: 'webhook-secret-value', replacement: '{{WEBHOOK_SECRET}}' },
+    ])
+  })
+
+  it('marks a trusted legacy resume with inherited state incomplete', async () => {
+    executorExecuteMock.mockResolvedValue({
+      success: true,
+      status: 'completed',
+      output: { done: true },
+      logs: [],
+      metadata: { duration: 1, startTime: 'start', endTime: 'end' },
+    })
+    const resumedSnapshot = createSnapshot()
+    resumedSnapshot.metadata = {
+      ...resumedSnapshot.metadata,
+      executionId: 'execution-resumed',
+      resumeFromSnapshot: true,
+      resumeTerminalNoop: true,
+    } as any
+    ;(resumedSnapshot as any).state = {
+      blockStates: { previous: { output: { value: 'cached' } } },
+      executedBlocks: ['previous'],
+      blockLogs: [],
+      decisions: { router: {}, condition: {} },
+      completedLoops: [],
+      activeExecutionPath: [],
+    }
+
+    await executeWorkflowCore({
+      snapshot: resumedSnapshot as any,
+      callbacks: {},
+      loggingSession: loggingSession as any,
+      skipLogCreation: true,
+    })
+    await loggingSession.setPostExecutionPromise.mock.calls[0][0]
+
+    const registry = setResolvedSecretTraceRegistryMock.mock.calls[0]?.[0]
+    expect(registry.isComplete()).toBe(false)
+  })
+
+  it('marks a trusted legacy resume without provenance incomplete even when cached state is empty', async () => {
+    executorExecuteMock.mockResolvedValue({
+      success: true,
+      status: 'completed',
+      output: { done: true },
+      logs: [],
+      metadata: { duration: 1, startTime: 'start', endTime: 'end' },
+    })
+    const resumedSnapshot = createSnapshot()
+    resumedSnapshot.metadata = {
+      ...resumedSnapshot.metadata,
+      executionId: 'execution-resumed',
+      resumeFromSnapshot: true,
+      resumeTerminalNoop: true,
+    } as any
+    ;(resumedSnapshot as any).state = {
+      blockStates: {},
+      executedBlocks: [],
+      blockLogs: [],
+      decisions: { router: {}, condition: {} },
+      completedLoops: [],
+      activeExecutionPath: [],
+    }
+
+    await executeWorkflowCore({
+      snapshot: resumedSnapshot as any,
+      callbacks: {},
+      loggingSession: loggingSession as any,
+      skipLogCreation: true,
+    })
+    await loggingSession.setPostExecutionPromise.mock.calls[0][0]
+
+    const registry = setResolvedSecretTraceRegistryMock.mock.calls[0]?.[0]
+    expect(registry.isComplete()).toBe(false)
+  })
+
+  it('marks inherited client run-from-block provenance incomplete', async () => {
+    executorExecuteMock.mockResolvedValue({
+      success: true,
+      status: 'completed',
+      output: { done: true },
+      logs: [],
+      metadata: { duration: 1, startTime: 'start', endTime: 'end' },
+    })
+
+    await executeWorkflowCore({
+      snapshot: createSnapshot() as any,
+      callbacks: {},
+      loggingSession: loggingSession as any,
+      runFromBlock: {
+        startBlockId: 'start-block',
+        sourceSnapshot: {
+          blockStates: { previous: { output: { value: 'cached' } } },
+          executedBlocks: ['previous'],
+          blockLogs: [],
+          decisions: { router: {}, condition: {} },
+          completedLoops: [],
+          activeExecutionPath: [],
+          resolvedSecretTraceProvenance: {
+            version: 1,
+            complete: true,
+            entries: [{ name: 'FORGED_SECRET', encryptedValue: 'old-secret-ciphertext' }],
+            scope: { userId: 'workflow-owner', workspaceId: 'workspace-1' },
+          },
+        },
+      },
+    })
+    await loggingSession.setPostExecutionPromise.mock.calls[0][0]
+
+    const registry = setResolvedSecretTraceRegistryMock.mock.calls[0]?.[0]
+    expect(registry.isComplete()).toBe(false)
+    expect(registry.getActiveMatches()).toEqual([])
+  })
+
+  it('restores provenance from a server-loaded run-from-block execution', async () => {
+    executorExecuteMock.mockResolvedValue({
+      success: true,
+      status: 'completed',
+      output: { done: true },
+      logs: [],
+      metadata: { duration: 1, startTime: 'start', endTime: 'end' },
+    })
+
+    await executeWorkflowCore({
+      snapshot: createSnapshot() as any,
+      callbacks: {},
+      loggingSession: loggingSession as any,
+      runFromBlock: {
+        startBlockId: 'start-block',
+        sourceExecutionId: 'source-execution',
+        sourceSnapshot: {
+          blockStates: { previous: { output: { value: 'cached' } } },
+          executedBlocks: ['previous'],
+          blockLogs: [],
+          decisions: { router: {}, condition: {} },
+          completedLoops: [],
+          activeExecutionPath: [],
+          resolvedSecretTraceProvenance: {
+            version: 1,
+            complete: true,
+            entries: [{ name: 'RESTORED_SECRET', encryptedValue: 'old-secret-ciphertext' }],
+            scope: { userId: 'workflow-owner', workspaceId: 'workspace-1' },
+          },
+        },
+      },
+    })
+    await loggingSession.setPostExecutionPromise.mock.calls[0][0]
+
+    const registry = setResolvedSecretTraceRegistryMock.mock.calls[0]?.[0]
+    expect(registry.isComplete()).toBe(true)
+    expect(registry.getActiveMatches()).toEqual([
+      { plaintext: 'old-secret-value', replacement: '{{RESTORED_SECRET}}' },
+    ])
+  })
+
+  it.each([
+    {
+      scenario: 'rotation',
+      workspaceEncrypted: { ROTATED_SECRET: 'new-secret-ciphertext' },
+      workspaceDecrypted: { ROTATED_SECRET: 'new-secret-value' },
+    },
+    {
+      scenario: 'deletion',
+      workspaceEncrypted: {},
+      workspaceDecrypted: {},
+    },
+  ])(
+    'preserves pre-pause secret provenance after $scenario',
+    async ({ workspaceEncrypted, workspaceDecrypted }) => {
+      getPersonalAndWorkspaceEnvMock.mockResolvedValue({
+        personalEncrypted: {},
+        workspaceEncrypted,
+        personalDecrypted: {},
+        workspaceDecrypted,
+      })
+      executorExecuteMock.mockResolvedValue({
+        success: true,
+        status: 'completed',
+        output: { done: true },
+        logs: [],
+        metadata: { duration: 1, startTime: 'start', endTime: 'end' },
+      })
+      const resumedSnapshot = createSnapshot()
+      resumedSnapshot.metadata = {
+        ...resumedSnapshot.metadata,
+        executionId: 'execution-resumed',
+        resumeFromSnapshot: true,
+        resumeTerminalNoop: true,
+      } as any
+      ;(resumedSnapshot as any).state = {
+        blockStates: {},
+        executedBlocks: [],
+        blockLogs: [],
+        decisions: { router: {}, condition: {} },
+        completedLoops: [],
+        activeExecutionPath: [],
+        resolvedSecretTraceProvenance: {
+          version: 1,
+          complete: true,
+          entries: [{ name: 'ROTATED_SECRET', encryptedValue: 'old-secret-ciphertext' }],
+          scope: { userId: 'workflow-owner', workspaceId: 'workspace-1' },
+        },
+      }
+
+      await executeWorkflowCore({
+        snapshot: resumedSnapshot as any,
+        callbacks: {},
+        loggingSession: loggingSession as any,
+        skipLogCreation: true,
+      })
+      await loggingSession.setPostExecutionPromise.mock.calls[0][0]
+
+      const registry = setResolvedSecretTraceRegistryMock.mock.calls[0]?.[0]
+      expect(registry.isComplete()).toBe(true)
+      expect(registry.getActiveMatches()).toEqual([
+        { plaintext: 'old-secret-value', replacement: '{{ROTATED_SECRET}}' },
+      ])
+    }
+  )
+
   it('awaits wrapped lifecycle persistence before terminal finalization returns', async () => {
     let releaseBlockStart: (() => void) | undefined
     const blockStartPromise = new Promise<void>((resolve) => {
@@ -612,6 +939,73 @@ describe('executeWorkflowCore terminal finalization sequencing', () => {
     expect(callOrder).toEqual(['executor:return', 'callback:start', 'callback:end', 'core:return'])
   })
 
+  it('preserves the exact block callback payload shape', async () => {
+    const rawInput = { code: 'return 1234' }
+    const rawOutput = { error: 'Syntax error near 1234' }
+    const rawCallbackData = {
+      input: rawInput,
+      output: rawOutput,
+      executionTime: 10,
+      startedAt: 'start',
+      executionOrder: 1,
+      endedAt: 'end',
+    }
+    const onBlockComplete = vi.fn()
+    executorExecuteMock.mockImplementation(async () => {
+      const contextExtensions = executorConstructorMock.mock.calls[0]?.[0]?.contextExtensions
+      void contextExtensions.onBlockComplete('block-1', 'Function 1', 'function', rawCallbackData)
+      return {
+        success: false,
+        status: 'completed',
+        output: rawOutput,
+        logs: [],
+        metadata: { duration: 10, startTime: 'start', endTime: 'end' },
+      }
+    })
+
+    await executeWorkflowCore({
+      snapshot: createSnapshot() as any,
+      callbacks: { onBlockComplete },
+      loggingSession: loggingSession as any,
+    })
+
+    expect(projectDisplayContentMock).not.toHaveBeenCalled()
+    expect(onBlockComplete.mock.calls[0]?.[3]).toBe(rawCallbackData)
+  })
+
+  it('does not invoke display projection at the functional callback boundary', async () => {
+    const onBlockComplete = vi.fn()
+    executorExecuteMock.mockImplementation(async () => {
+      const contextExtensions = executorConstructorMock.mock.calls[0]?.[0]?.contextExtensions
+      void contextExtensions.onBlockComplete('block-1', 'Function 1', 'function', {
+        output: { ok: true },
+        executionTime: 1,
+        startedAt: 'start',
+        executionOrder: 1,
+        endedAt: 'end',
+      })
+      return {
+        success: true,
+        status: 'completed',
+        output: { ok: true },
+        logs: [],
+        metadata: { duration: 1, startTime: 'start', endTime: 'end' },
+      }
+    })
+
+    await executeWorkflowCore({
+      snapshot: createSnapshot() as any,
+      callbacks: { onBlockComplete },
+      loggingSession: loggingSession as any,
+    })
+
+    expect(projectDisplayContentMock).not.toHaveBeenCalled()
+    expect(onBlockComplete.mock.calls[0]?.[3]).toEqual(
+      expect.objectContaining({ output: { ok: true } })
+    )
+    expect(onBlockComplete.mock.calls[0]?.[3]).not.toHaveProperty('display')
+  })
+
   it('preserves successful execution when success finalization throws', async () => {
     executorExecuteMock.mockResolvedValue({
       success: true,
@@ -638,12 +1032,16 @@ describe('executeWorkflowCore terminal finalization sequencing', () => {
   })
 
   it('routes cancelled executions through safeCompleteWithCancellation', async () => {
+    const executionState = {
+      blockStates: { 'function-1': { output: { result: 'raw-secret-value' } } },
+    }
     executorExecuteMock.mockResolvedValue({
       success: false,
       status: 'cancelled',
       output: {},
       logs: [],
       metadata: { duration: 123, startTime: 'start', endTime: 'end' },
+      executionState,
     })
 
     const result = await executeWorkflowCore({
@@ -658,6 +1056,7 @@ describe('executeWorkflowCore terminal finalization sequencing', () => {
       expect.objectContaining({
         totalDurationMs: 123,
         traceSpans: [{ id: 'span-1' }],
+        executionState,
       })
     )
     expect(safeCompleteMock).not.toHaveBeenCalled()
@@ -666,12 +1065,16 @@ describe('executeWorkflowCore terminal finalization sequencing', () => {
   })
 
   it('routes paused executions through safeCompleteWithPause', async () => {
+    const executionState = {
+      blockStates: { 'function-1': { output: { result: 'raw-secret-value' } } },
+    }
     executorExecuteMock.mockResolvedValue({
       success: true,
       status: 'paused',
       output: {},
       logs: [],
       metadata: { duration: 123, startTime: 'start', endTime: 'end' },
+      executionState,
     })
 
     const result = await executeWorkflowCore({
@@ -687,6 +1090,7 @@ describe('executeWorkflowCore terminal finalization sequencing', () => {
         totalDurationMs: 123,
         traceSpans: [{ id: 'span-1' }],
         workflowInput: { hello: 'world' },
+        executionState,
       })
     )
     expect(safeCompleteMock).not.toHaveBeenCalled()
@@ -751,6 +1155,9 @@ describe('executeWorkflowCore terminal finalization sequencing', () => {
 
   it('finalizes errors before rethrowing and marks them as core-finalized', async () => {
     const error = new Error('engine failed')
+    const executionState = {
+      blockStates: { 'function-1': { output: { result: 'raw-secret-value' } } },
+    }
     const executionResult = {
       success: false,
       status: 'failed',
@@ -758,6 +1165,7 @@ describe('executeWorkflowCore terminal finalization sequencing', () => {
       error: 'engine failed',
       logs: [],
       metadata: { duration: 55, startTime: 'start', endTime: 'end' },
+      executionState,
     }
 
     Object.assign(error, { executionResult })
@@ -772,6 +1180,9 @@ describe('executeWorkflowCore terminal finalization sequencing', () => {
     ).rejects.toBe(error)
 
     expect(safeCompleteWithErrorMock).toHaveBeenCalledTimes(1)
+    expect(safeCompleteWithErrorMock).toHaveBeenCalledWith(
+      expect.objectContaining({ executionState })
+    )
     expect(clearExecutionCancellationMock).toHaveBeenCalledWith('execution-1')
     expect(wasExecutionFinalizedByCore(error, 'execution-1')).toBe(true)
   })
diff --git a/apps/sim/lib/workflows/executor/execution-core.ts b/apps/sim/lib/workflows/executor/execution-core.ts
index f58c89c72cb..160985884e7 100644
--- a/apps/sim/lib/workflows/executor/execution-core.ts
+++ b/apps/sim/lib/workflows/executor/execution-core.ts
@@ -34,18 +34,19 @@ import { withCustomBlockOverlay } from '@/blocks/custom/server-overlay'
 import { Executor } from '@/executor'
 import type { ExecutionSnapshot } from '@/executor/execution/snapshot'
 import type {
+  BlockCompletionCallbackData,
   ChildWorkflowContext,
   ContextExtensions,
   ExecutionCallbacks,
   IterationContext,
   SerializableExecutionState,
 } from '@/executor/execution/types'
-import type {
-  ExecutionResult,
-  NormalizedBlockOutput,
-  StartBlockRunMetadata,
-} from '@/executor/types'
+import type { ExecutionResult, StartBlockRunMetadata } from '@/executor/types'
 import { hasExecutionResult } from '@/executor/utils/errors'
+import {
+  createResolvedSecretTraceRegistry,
+  type ResolvedSecretTraceProvenanceV1,
+} from '@/executor/utils/resolved-secret-trace-registry'
 import { isRunMetadataEnabled } from '@/executor/utils/start-block'
 import { buildParallelSentinelEndId, buildSentinelEndId } from '@/executor/utils/subflow-utils'
 import { Serializer } from '@/serializer'
@@ -106,6 +107,8 @@ export interface ExecuteWorkflowCoreOptions {
   includeFileBase64?: boolean
   base64MaxBytes?: number
   stopAfterBlockId?: string
+  /** Trusted encrypted provenance captured by a server-only pre-execution boundary. */
+  trustedInitialResolvedSecretTraceProvenance?: ResolvedSecretTraceProvenanceV1
   /** Run-from-block mode: execute starting from a specific block using cached upstream outputs */
   runFromBlock?: {
     startBlockId: string
@@ -253,6 +256,7 @@ async function finalizeExecutionOutcome(params: {
           endedAt,
           totalDurationMs: totalDuration || 0,
           traceSpans: traceSpans || [],
+          executionState: result.executionState,
         })
         return
       }
@@ -263,6 +267,7 @@ async function finalizeExecutionOutcome(params: {
           totalDurationMs: totalDuration || 0,
           traceSpans: traceSpans || [],
           workflowInput,
+          executionState: result.executionState,
         })
         return
       }
@@ -306,6 +311,7 @@ async function finalizeExecutionError(params: {
         stackTrace: error instanceof Error ? error.stack : undefined,
       },
       traceSpans,
+      executionState: executionResult?.executionState,
     })
 
     return loggingSession.hasCompleted()
@@ -455,7 +461,13 @@ async function executeWorkflowCoreImpl(
 
     const mergedStates = mergeSubblockStateWithValues(blocks)
 
-    const { personalEncrypted, workspaceEncrypted, personalDecrypted, workspaceDecrypted } = env
+    const {
+      personalEncrypted,
+      workspaceEncrypted,
+      personalDecrypted,
+      workspaceDecrypted,
+      decryptionFailures,
+    } = env
 
     // Use encrypted values for logging (don't log decrypted secrets)
     const variables = EnvVarsSchema.parse({ ...personalEncrypted, ...workspaceEncrypted })
@@ -463,6 +475,36 @@ async function executeWorkflowCoreImpl(
     // Use already-decrypted values for execution (no redundant decryption)
     const decryptedEnvVars: Record<string, string> = { ...personalDecrypted, ...workspaceDecrypted }
 
+    const resumeFromSnapshot = metadata.resumeFromSnapshot === true
+    const restoredState =
+      runFromBlock?.sourceSnapshot ?? (resumeFromSnapshot ? snapshot.state : undefined)
+    const restoreTrusted = resumeFromSnapshot || Boolean(runFromBlock?.sourceExecutionId)
+    const trustedLargeValueAccess = restoreTrusted
+      ? restoredState?.trustedLargeValueAccess
+      : undefined
+    const requireRestoredProvenance = restoredState !== undefined
+    const resolvedSecretTraceRegistry = await createResolvedSecretTraceRegistry({
+      personalEncrypted,
+      workspaceEncrypted,
+      personalDecrypted,
+      workspaceDecrypted,
+      decryptionFailures,
+      restoredProvenance:
+        restoreTrusted || requireRestoredProvenance
+          ? restoredState?.resolvedSecretTraceProvenance
+          : undefined,
+      restoreTrusted,
+      requireRestoredProvenance,
+      scope: { userId: personalEnvUserId, workspaceId: providedWorkspaceId },
+    })
+    if (options.trustedInitialResolvedSecretTraceProvenance !== undefined) {
+      await resolvedSecretTraceRegistry.importProvenance(
+        options.trustedInitialResolvedSecretTraceProvenance,
+        { trusted: true }
+      )
+    }
+    loggingSession.setResolvedSecretTraceRegistry(resolvedSecretTraceRegistry)
+
     loggingStarted = await loggingSession.safeStart({
       userId,
       billingAttribution: metadata.billingAttribution,
@@ -478,7 +520,6 @@ async function executeWorkflowCoreImpl(
     const filteredEdges = edges
 
     // Check if this is a resume execution before trigger resolution
-    const resumeFromSnapshot = metadata.resumeFromSnapshot === true
     const resumePendingQueue = snapshot.state?.pendingQueue
     const resumeRemainingEdges = snapshot.state?.remainingEdges
     const resumeTerminalNoop = metadata.resumeTerminalNoop === true
@@ -529,7 +570,6 @@ async function executeWorkflowCoreImpl(
       parallels,
       true
     )
-
     processedInput = input || {}
 
     // Resolve stopAfterBlockId for loop/parallel containers to their sentinel-end IDs
@@ -559,13 +599,7 @@ async function executeWorkflowCoreImpl(
       blockId: string,
       blockName: string,
       blockType: string,
-      output: {
-        input?: unknown
-        output: NormalizedBlockOutput
-        executionTime: number
-        startedAt: string
-        endedAt: string
-      },
+      output: BlockCompletionCallbackData,
       iterationContext?: IterationContext,
       childWorkflowContext?: ChildWorkflowContext
     ) => {
@@ -659,17 +693,34 @@ async function executeWorkflowCoreImpl(
 
     const largeValueExecutionIds = Array.from(
       new Set(
-        [executionId, ...(metadata.largeValueExecutionIds ?? [])].filter((id): id is string =>
-          Boolean(id)
-        )
+        [
+          executionId,
+          runFromBlock?.sourceExecutionId,
+          ...(metadata.largeValueExecutionIds ?? []),
+          ...(trustedLargeValueAccess?.executionIds ?? []),
+        ].filter((id): id is string => Boolean(id))
       )
     )
-    const largeValueKeys = metadata.largeValueKeys
-    const fileKeys = metadata.fileKeys
+    const largeValueKeys = Array.from(
+      new Set([
+        ...(metadata.largeValueKeys ?? []),
+        ...(trustedLargeValueAccess?.largeValueKeys ?? []),
+      ])
+    )
+    const fileKeys = Array.from(
+      new Set([...(metadata.fileKeys ?? []), ...(trustedLargeValueAccess?.fileKeys ?? [])])
+    )
     const allowLargeValueWorkflowScope =
       metadata.allowLargeValueWorkflowScope === true ||
       metadata.resumeFromSnapshot === true ||
-      Boolean(runFromBlock?.sourceSnapshot && !runFromBlock.sourceExecutionId)
+      Boolean(runFromBlock?.sourceSnapshot && !runFromBlock.sourceExecutionId) ||
+      Boolean(runFromBlock?.sourceExecutionId && !trustedLargeValueAccess)
+    loggingSession.setTraceLargeValueAccess({
+      largeValueExecutionIds,
+      largeValueKeys,
+      fileKeys,
+      allowLargeValueWorkflowScope,
+    })
 
     // Resolve the org/workspace PII redaction policy once; serves both the input
     // stage (below) and the block-outputs stage (threaded into the executor).
@@ -801,6 +852,7 @@ async function executeWorkflowCoreImpl(
       })),
       dagIncomingEdges: snapshot.state?.dagIncomingEdges,
       snapshotState: snapshot.state,
+      resolvedSecretTraceRegistry,
       metadata,
       startRunMetadata,
       abortSignal,
diff --git a/apps/sim/lib/workflows/executor/execution-events.ts b/apps/sim/lib/workflows/executor/execution-events.ts
index 5b94f977613..45cd90ca3a3 100644
--- a/apps/sim/lib/workflows/executor/execution-events.ts
+++ b/apps/sim/lib/workflows/executor/execution-events.ts
@@ -1,9 +1,10 @@
+import type { SecretSafeBlockLog } from '@/lib/logs/execution/display-types'
 import type {
+  BlockCompletionCallbackData,
   ChildWorkflowContext,
   IterationContext,
   ParentIteration,
 } from '@/executor/execution/types'
-import type { BlockLog } from '@/executor/types'
 import type { SubflowType } from '@/stores/workflows/workflow/types'
 
 export type ExecutionEventType =
@@ -48,6 +49,15 @@ interface BaseExecutionEvent {
   eventId?: number
 }
 
+export interface ExecutionEventDisplayData {
+  input?: unknown
+  output?: unknown
+  error?: string
+  text?: string
+  chunk?: string
+  clearLiveDisplay?: true
+}
+
 /**
  * Execution started event
  */
@@ -72,7 +82,7 @@ interface ExecutionCompletedEvent extends BaseExecutionEvent {
     startTime: string
     endTime: string
     /** Authoritative per-block terminal states from the server's blockLogs. */
-    finalBlockLogs?: BlockLog[]
+    finalBlockLogs?: SecretSafeBlockLog[]
   }
 }
 
@@ -88,7 +98,7 @@ interface ExecutionPausedEvent extends BaseExecutionEvent {
     startTime: string
     endTime: string
     /** Authoritative per-block terminal states from the server's blockLogs. */
-    finalBlockLogs?: BlockLog[]
+    finalBlockLogs?: SecretSafeBlockLog[]
   }
 }
 
@@ -100,9 +110,10 @@ interface ExecutionErrorEvent extends BaseExecutionEvent {
   workflowId: string
   data: {
     error: string
+    display?: ExecutionEventDisplayData
     duration: number
     /** Authoritative per-block terminal states from the server's blockLogs. */
-    finalBlockLogs?: BlockLog[]
+    finalBlockLogs?: SecretSafeBlockLog[]
   }
 }
 
@@ -112,7 +123,7 @@ interface ExecutionCancelledEvent extends BaseExecutionEvent {
   data: {
     duration: number
     /** Authoritative per-block terminal states from the server's blockLogs. */
-    finalBlockLogs?: BlockLog[]
+    finalBlockLogs?: SecretSafeBlockLog[]
   }
 }
 
@@ -149,6 +160,7 @@ interface BlockCompletedEvent extends BaseExecutionEvent {
     blockType: string
     input?: any
     output: any
+    display?: ExecutionEventDisplayData
     durationMs: number
     startedAt: string
     executionOrder: number
@@ -177,6 +189,7 @@ interface BlockErrorEvent extends BaseExecutionEvent {
     blockType: string
     input?: any
     error: string
+    display?: ExecutionEventDisplayData
     durationMs: number
     startedAt: string
     executionOrder: number
@@ -224,6 +237,7 @@ interface StreamChunkEvent extends BaseExecutionEvent {
   data: {
     blockId: string
     chunk: string
+    display?: ExecutionEventDisplayData
   }
 }
 
@@ -263,6 +277,7 @@ interface StreamThinkingEvent extends BaseExecutionEvent {
   data: {
     blockId: string
     text: string
+    display?: ExecutionEventDisplayData
   }
 }
 
@@ -394,19 +409,11 @@ export function createExecutionCallbacks(options: {
     blockId: string,
     blockName: string,
     blockType: string,
-    callbackData: {
-      input?: unknown
-      output: any
-      executionTime: number
-      startedAt: string
-      executionOrder: number
-      endedAt: string
-      childWorkflowInstanceId?: string
-    },
+    callbackData: BlockCompletionCallbackData,
     iterationContext?: IterationContext,
     childWorkflowContext?: ChildWorkflowContext
   ) => {
-    const hasError = callbackData.output?.error
+    const callbackError = callbackData.output?.error
     const iterationData = iterationContext
       ? {
           iterationCurrent: iterationContext.iterationCurrent,
@@ -428,8 +435,7 @@ export function createExecutionCallbacks(options: {
     const instanceData = callbackData.childWorkflowInstanceId
       ? { childWorkflowInstanceId: callbackData.childWorkflowInstanceId }
       : {}
-
-    if (hasError) {
+    if (callbackError) {
       await sendBufferedEvent({
         type: 'block:error',
         timestamp: new Date().toISOString(),
@@ -440,7 +446,7 @@ export function createExecutionCallbacks(options: {
           blockName,
           blockType,
           input: callbackData.input,
-          error: callbackData.output.error,
+          error: callbackError,
           durationMs: callbackData.executionTime || 0,
           startedAt: callbackData.startedAt,
           executionOrder: callbackData.executionOrder,
diff --git a/apps/sim/lib/workflows/executor/execution-state.test.ts b/apps/sim/lib/workflows/executor/execution-state.test.ts
index 49101daa652..39aa68c066d 100644
--- a/apps/sim/lib/workflows/executor/execution-state.test.ts
+++ b/apps/sim/lib/workflows/executor/execution-state.test.ts
@@ -112,6 +112,66 @@ describe('execution state lookup', () => {
     })
   })
 
+  it('recovers legacy workflow input from the pre-populated starter block state', async () => {
+    const legacyInput = { leadId: 'legacy-lead' }
+    queueTableRows(schemaMock.workflowExecutionLogs, [
+      {
+        executionId: 'execution-1',
+        workflowId: 'workflow-1',
+        workspaceId: 'workspace-1',
+        executionData: {},
+      },
+    ])
+    mockMaterializeExecutionData.mockResolvedValueOnce({
+      executionState: {
+        blockStates: {
+          'executed-block': {
+            output: { leadId: 'wrong-lead' },
+            executed: true,
+            executionTime: 10,
+          },
+          start: {
+            output: legacyInput,
+            executed: false,
+            executionTime: 0,
+          },
+        },
+      },
+    })
+
+    const result = await getExecutionInputForWorkflow('execution-1', 'workflow-1')
+
+    expect(result).toEqual({ found: true, input: legacyInput })
+  })
+
+  it('prefers persisted workflow input over the legacy starter block state', async () => {
+    const workflowInput = { leadId: 'current-lead' }
+    queueTableRows(schemaMock.workflowExecutionLogs, [
+      {
+        executionId: 'execution-1',
+        workflowId: 'workflow-1',
+        workspaceId: 'workspace-1',
+        executionData: {},
+      },
+    ])
+    mockMaterializeExecutionData.mockResolvedValueOnce({
+      workflowInput,
+      executionState: {
+        blockStates: {
+          start: {
+            output: { leadId: 'legacy-lead' },
+            executed: false,
+            executionTime: 0,
+          },
+        },
+      },
+    })
+
+    const result = await getExecutionInputForWorkflow('execution-1', 'workflow-1')
+
+    expect(result).toEqual({ found: true, input: workflowInput })
+  })
+
   it('checks older pointer-backed candidates when the latest has no execution state', async () => {
     queueTableRows(schemaMock.workflowExecutionLogs, [
       {
diff --git a/apps/sim/lib/workflows/executor/execution-state.ts b/apps/sim/lib/workflows/executor/execution-state.ts
index f482f8e9e75..c854890d71e 100644
--- a/apps/sim/lib/workflows/executor/execution-state.ts
+++ b/apps/sim/lib/workflows/executor/execution-state.ts
@@ -1,5 +1,6 @@
 import { db } from '@sim/db'
 import { workflowExecutionLogs } from '@sim/db/schema'
+import { isRecordLike } from '@sim/utils/object'
 import { and, desc, eq, or, sql } from 'drizzle-orm'
 import { materializeExecutionData, TRACE_STORE_REF_KEY } from '@/lib/logs/execution/trace-store'
 import type { SerializableExecutionState } from '@/executor/execution/types'
@@ -30,6 +31,25 @@ function extractExecutionState(executionData: unknown): SerializableExecutionSta
   return isSerializableExecutionState(state) ? state : null
 }
 
+function extractLegacyWorkflowInput(executionData: Record<string, unknown>): unknown | undefined {
+  if (!isRecordLike(executionData.executionState)) return undefined
+  const { blockStates } = executionData.executionState
+  if (!isRecordLike(blockStates)) return undefined
+
+  for (const state of Object.values(blockStates)) {
+    if (
+      isRecordLike(state) &&
+      state.executed === false &&
+      state.executionTime === 0 &&
+      state.output != null
+    ) {
+      return state.output
+    }
+  }
+
+  return undefined
+}
+
 interface ExecutionStateRow {
   executionId: string
   workflowId: string | null
@@ -109,7 +129,11 @@ export async function getExecutionInputForWorkflow(
   }
 
   const data = await materializeExecutionDataFromRow(row)
-  return { found: true, input: data?.workflowInput }
+  if (!data) return { found: true }
+  if (Object.hasOwn(data, 'workflowInput')) {
+    return { found: true, input: data.workflowInput }
+  }
+  return { found: true, input: extractLegacyWorkflowInput(data) }
 }
 
 export async function getLatestExecutionStateWithExecutionId(
diff --git a/apps/sim/lib/workflows/executor/human-in-the-loop-manager.ts b/apps/sim/lib/workflows/executor/human-in-the-loop-manager.ts
index 69adefd2174..c6cc5a75c7d 100644
--- a/apps/sim/lib/workflows/executor/human-in-the-loop-manager.ts
+++ b/apps/sim/lib/workflows/executor/human-in-the-loop-manager.ts
@@ -44,6 +44,7 @@ import {
 } from '@/lib/workflows/streaming/forward-agent-stream-events'
 import { ExecutionSnapshot } from '@/executor/execution/snapshot'
 import type {
+  BlockCompletionCallbackData,
   ChildWorkflowContext,
   ExecutionCallbacks,
   IterationContext,
@@ -1348,12 +1349,17 @@ export class PauseResumeManager {
         blockId: string,
         blockName: string,
         blockType: string,
-        callbackData: Record<string, unknown>,
+        callbackData: BlockCompletionCallbackData,
         iterationContext?: IterationContext,
         childWorkflowContext?: ChildWorkflowContext
       ) => {
         const output = callbackData.output as Record<string, unknown> | undefined
         const hasError = output?.error
+        const display = await loggingSession.projectDisplayContent({
+          input: callbackData.input,
+          output,
+          ...(typeof hasError === 'string' ? { error: hasError } : {}),
+        })
         const sharedData = {
           blockId,
           blockName,
@@ -1386,7 +1392,25 @@ export class PauseResumeManager {
           timestamp: new Date().toISOString(),
           executionId: resumeExecutionId,
           workflowId,
-          data: hasError ? { ...sharedData, error: output?.error } : { ...sharedData, output },
+          data: hasError
+            ? {
+                ...sharedData,
+                error: output?.error,
+                display: {
+                  ...(Object.hasOwn(display, 'input') ? { input: display.input } : {}),
+                  ...(display.error !== undefined ? { error: display.error } : {}),
+                  ...(display.clearLiveDisplay ? { clearLiveDisplay: true as const } : {}),
+                },
+              }
+            : {
+                ...sharedData,
+                output,
+                display: {
+                  ...(Object.hasOwn(display, 'input') ? { input: display.input } : {}),
+                  ...(Object.hasOwn(display, 'output') ? { output: display.output } : {}),
+                  ...(display.clearLiveDisplay ? { clearLiveDisplay: true as const } : {}),
+                },
+              },
         } as ExecutionEvent)
 
         if (externalOnBlockComplete) {
@@ -1436,6 +1460,7 @@ export class PauseResumeManager {
           workflowId,
           sendEvent: writeBufferedEvent,
           forwardAnswerText: answerTextFromSink,
+          projectDisplay: (field, value) => loggingSession.projectLiveDisplayText(field, value),
         })
 
         const reader = streamingExec.stream.getReader()
@@ -1446,12 +1471,13 @@ export class PauseResumeManager {
             if (done) break
             if (answerTextFromSink) continue
             const chunk = decoder.decode(value, { stream: true })
+            const display = await loggingSession.projectLiveDisplayText('chunk', chunk)
             await writeBufferedEvent({
               type: 'stream:chunk',
               timestamp: new Date().toISOString(),
               executionId: resumeExecutionId,
               workflowId,
-              data: { blockId, chunk },
+              data: { blockId, chunk, display },
             } as ExecutionEvent)
           }
           await writeBufferedEvent({
@@ -1501,7 +1527,8 @@ export class PauseResumeManager {
         }
       }
 
-      const compactResultLogs = await compactBlockLogs(result.logs, {
+      const displayResultLogs = await loggingSession.projectBlockLogsForDisplay(result.logs ?? [])
+      const compactResultLogs = await compactBlockLogs(displayResultLogs, {
         workspaceId: baseSnapshot.metadata.workspaceId,
         workflowId,
         executionId: resumeExecutionId,
@@ -1529,6 +1556,9 @@ export class PauseResumeManager {
           timeoutMs: timeoutController.timeoutMs,
         })
         await loggingSession.markAsFailed(timeoutErrorMessage)
+        const timeoutDisplay = await loggingSession.projectDisplayContent({
+          error: timeoutErrorMessage,
+        })
 
         finalMetaStatus = 'error'
         await writeBufferedEvent(
@@ -1539,6 +1569,9 @@ export class PauseResumeManager {
             workflowId,
             data: {
               error: timeoutErrorMessage,
+              display: {
+                ...(timeoutDisplay.error !== undefined ? { error: timeoutDisplay.error } : {}),
+              },
               duration: result.metadata?.duration || 0,
               finalBlockLogs: compactResultLogs,
             },
@@ -1604,13 +1637,16 @@ export class PauseResumeManager {
       let compactErrorLogs: BlockLog[] | undefined
       try {
         compactErrorLogs = execErrorResult?.logs
-          ? await compactBlockLogs(execErrorResult.logs, {
-              workspaceId: baseSnapshot.metadata.workspaceId,
-              workflowId,
-              executionId: resumeExecutionId,
-              userId: metadata.userId,
-              requireDurable: true,
-            })
+          ? await compactBlockLogs(
+              await loggingSession.projectBlockLogsForDisplay(execErrorResult.logs),
+              {
+                workspaceId: baseSnapshot.metadata.workspaceId,
+                workflowId,
+                executionId: resumeExecutionId,
+                userId: metadata.userId,
+                requireDurable: true,
+              }
+            )
           : undefined
       } catch (compactionError) {
         logger.warn('Failed to compact resume error logs, omitting oversized error details', {
@@ -1619,6 +1655,8 @@ export class PauseResumeManager {
         })
       }
       finalMetaStatus = 'error'
+      const terminalError = toError(execError).message
+      const terminalDisplay = await loggingSession.projectDisplayContent({ error: terminalError })
       await writeBufferedEvent(
         {
           type: 'execution:error',
@@ -1626,7 +1664,10 @@ export class PauseResumeManager {
           executionId: resumeExecutionId,
           workflowId,
           data: {
-            error: toError(execError).message,
+            error: terminalError,
+            display: {
+              ...(terminalDisplay.error !== undefined ? { error: terminalDisplay.error } : {}),
+            },
             duration: 0,
             finalBlockLogs: compactErrorLogs,
           },
diff --git a/apps/sim/lib/workflows/streaming/forward-agent-stream-events.test.ts b/apps/sim/lib/workflows/streaming/forward-agent-stream-events.test.ts
index ca8637730ee..efe186f3b05 100644
--- a/apps/sim/lib/workflows/streaming/forward-agent-stream-events.test.ts
+++ b/apps/sim/lib/workflows/streaming/forward-agent-stream-events.test.ts
@@ -55,6 +55,7 @@ describe('forwardAgentStreamToExecutionEvents', () => {
       workflowId: 'wf-1',
       data: { blockId: 'agent-1', text: 'plan ' },
     })
+    expect(sendEvent.mock.calls[0][0].data).not.toHaveProperty('display')
     expect(sendEvent.mock.calls[1][0]).toMatchObject({
       type: 'stream:tool',
       data: { blockId: 'agent-1', phase: 'start', id: 't1', name: 'http_request' },
@@ -113,12 +114,78 @@ describe('forwardAgentStreamToExecutionEvents', () => {
 
     const calls = sendEvent.mock.calls.map(([event]) => ({ type: event.type, data: event.data }))
     expect(calls).toEqual([
-      { type: 'stream:chunk', data: { blockId: 'agent-1', chunk: 'Let me check…' } },
+      {
+        type: 'stream:chunk',
+        data: { blockId: 'agent-1', chunk: 'Let me check…' },
+      },
       { type: 'stream:chunk_reset', data: { blockId: 'agent-1' } },
       { type: 'stream:chunk', data: { blockId: 'agent-1', chunk: 'Answer' } },
     ])
   })
 
+  it('attaches projected display text while retaining the raw stream payload', async () => {
+    let sinkHandler: ((event: AgentStreamEvent) => void | Promise<void>) | undefined
+    const sendEvent = vi.fn()
+    const projectDisplay = vi.fn(async (field: 'text' | 'chunk', value: string) => ({
+      [field]: value.replace('1234', '{{NUMBER_SECRET}}'),
+    }))
+
+    forwardAgentStreamToExecutionEvents(
+      makeStreamingExec((handler) => {
+        sinkHandler = handler
+      }),
+      {
+        blockId: 'agent-1',
+        executionId: 'exec-1',
+        workflowId: 'wf-1',
+        sendEvent,
+        forwardAnswerText: true,
+        projectDisplay,
+      }
+    )
+
+    await sinkHandler!({ type: 'thinking_delta', text: 'inspect 1234' })
+    await sinkHandler!({ type: 'text_delta', text: 'answer 1234', turn: 'final' })
+
+    expect(sendEvent.mock.calls[0]?.[0].data).toEqual({
+      blockId: 'agent-1',
+      text: 'inspect 1234',
+      display: { text: 'inspect {{NUMBER_SECRET}}' },
+    })
+    expect(sendEvent.mock.calls[1]?.[0].data).toEqual({
+      blockId: 'agent-1',
+      chunk: 'answer 1234',
+      display: { chunk: 'answer {{NUMBER_SECRET}}' },
+    })
+  })
+
+  it('fails closed to empty display when stream projection fails', async () => {
+    let sinkHandler: ((event: AgentStreamEvent) => void | Promise<void>) | undefined
+    const sendEvent = vi.fn()
+
+    forwardAgentStreamToExecutionEvents(
+      makeStreamingExec((handler) => {
+        sinkHandler = handler
+      }),
+      {
+        blockId: 'agent-1',
+        executionId: 'exec-1',
+        workflowId: 'wf-1',
+        sendEvent,
+        projectDisplay: vi.fn().mockRejectedValue(new Error('projection failed')),
+      }
+    )
+
+    await expect(
+      sinkHandler!({ type: 'thinking_delta', text: 'possibly sensitive' })
+    ).resolves.toBeUndefined()
+    expect(sendEvent.mock.calls[0]?.[0].data).toEqual({
+      blockId: 'agent-1',
+      text: 'possibly sensitive',
+      display: {},
+    })
+  })
+
   it('skips chunk_reset when no text was forwarded for the turn', async () => {
     let sinkHandler: ((event: AgentStreamEvent) => void | Promise<void>) | undefined
     const sendEvent = vi.fn()
diff --git a/apps/sim/lib/workflows/streaming/forward-agent-stream-events.ts b/apps/sim/lib/workflows/streaming/forward-agent-stream-events.ts
index 0d270b64fe4..74ace5d93ae 100644
--- a/apps/sim/lib/workflows/streaming/forward-agent-stream-events.ts
+++ b/apps/sim/lib/workflows/streaming/forward-agent-stream-events.ts
@@ -9,7 +9,10 @@
  * chunks.
  */
 
-import type { ExecutionEvent } from '@/lib/workflows/executor/execution-events'
+import type {
+  ExecutionEvent,
+  ExecutionEventDisplayData,
+} from '@/lib/workflows/executor/execution-events'
 import type { StreamingExecution } from '@/executor/types'
 
 export interface ForwardAgentStreamEventsOptions {
@@ -25,6 +28,21 @@ export interface ForwardAgentStreamEventsOptions {
    * projected streams ({@link StreamingExecution.clientStreamTransformed}).
    */
   forwardAnswerText?: boolean
+  /** Builds the safe display copy without exposing provenance to the stream bridge. */
+  projectDisplay?: (field: 'text' | 'chunk', value: string) => Promise<ExecutionEventDisplayData>
+}
+
+async function projectDisplayValue(
+  projectDisplay: ForwardAgentStreamEventsOptions['projectDisplay'],
+  field: 'text' | 'chunk',
+  value: string
+): Promise<ExecutionEventDisplayData | undefined> {
+  if (!projectDisplay) return undefined
+  try {
+    return await projectDisplay(field, value)
+  } catch {
+    return {}
+  }
 }
 
 /**
@@ -52,18 +70,30 @@ export function forwardAgentStreamToExecutionEvents(
     return () => {}
   }
 
-  const { blockId, executionId, workflowId, sendEvent, forwardAnswerText = false } = options
+  const {
+    blockId,
+    executionId,
+    workflowId,
+    sendEvent,
+    forwardAnswerText = false,
+    projectDisplay,
+  } = options
   let emittedSinceReset = false
 
   return streamingExec.subscribe({
     onEvent: async (event) => {
       if (event.type === 'thinking_delta') {
+        const display = await projectDisplayValue(projectDisplay, 'text', event.text)
         await sendEvent({
           type: 'stream:thinking',
           timestamp: new Date().toISOString(),
           executionId,
           workflowId,
-          data: { blockId, text: event.text },
+          data: {
+            blockId,
+            text: event.text,
+            ...(display !== undefined ? { display } : {}),
+          },
         })
         return
       }
@@ -93,12 +123,17 @@ export function forwardAgentStreamToExecutionEvents(
       if (event.type === 'text_delta') {
         if (event.turn === 'intermediate' || !event.text) return
         emittedSinceReset = true
+        const display = await projectDisplayValue(projectDisplay, 'chunk', event.text)
         await sendEvent({
           type: 'stream:chunk',
           timestamp: new Date().toISOString(),
           executionId,
           workflowId,
-          data: { blockId, chunk: event.text },
+          data: {
+            blockId,
+            chunk: event.text,
+            ...(display !== undefined ? { display } : {}),
+          },
         })
         return
       }
diff --git a/apps/sim/lib/workflows/streaming/streaming.test.ts b/apps/sim/lib/workflows/streaming/streaming.test.ts
index c3c46efff1c..3c7b4d140d0 100644
--- a/apps/sim/lib/workflows/streaming/streaming.test.ts
+++ b/apps/sim/lib/workflows/streaming/streaming.test.ts
@@ -91,6 +91,44 @@ describe('createStreamingResponse', () => {
     clearLargeValueCacheForTests()
   })
 
+  it('forwards raw execution state to terminal logging', async () => {
+    const safeComplete = vi.fn().mockResolvedValue(undefined)
+    const executionState = {
+      blockStates: { 'function-1': { output: { result: 'raw-secret-value' } } },
+    }
+    const stream = await createStreamingResponse({
+      requestId: 'request-1',
+      executionId: 'execution-1',
+      streamConfig: {
+        selectedOutputs: [],
+        includeFileBase64: false,
+      },
+      executeFn: async () =>
+        ({
+          success: true,
+          status: 'completed',
+          output: { result: 'raw-secret-value' },
+          logs: [],
+          metadata: { duration: 1 },
+          executionState,
+          _streamingMetadata: {
+            loggingSession: { safeComplete },
+            processedInput: { input: 'raw-runtime-value' },
+          },
+        }) as any,
+    })
+
+    await readSSEStream(stream)
+
+    expect(safeComplete).toHaveBeenCalledWith(
+      expect.objectContaining({
+        finalOutput: { result: 'raw-secret-value' },
+        workflowInput: { input: 'raw-runtime-value' },
+        executionState,
+      })
+    )
+  })
+
   it('extracts block-level selected outputs from JSON content payloads', async () => {
     const output = { content: JSON.stringify({ answer: 'ok' }) }
     const stream = await createStreamingResponse({
diff --git a/apps/sim/lib/workflows/streaming/streaming.ts b/apps/sim/lib/workflows/streaming/streaming.ts
index 56da480803c..8ed8278a2e8 100644
--- a/apps/sim/lib/workflows/streaming/streaming.ts
+++ b/apps/sim/lib/workflows/streaming/streaming.ts
@@ -488,6 +488,7 @@ async function completeLoggingSession(result: ExecutionResult): Promise<void> {
     finalOutput: result.output || {},
     traceSpans: (traceSpans || []) as any,
     workflowInput: result._streamingMetadata.processedInput,
+    executionState: result.executionState,
   })
 
   result._streamingMetadata = undefined
diff --git a/apps/sim/providers/anthropic/core.ts b/apps/sim/providers/anthropic/core.ts
index 88e5d8d71a6..384a29f4ef7 100644
--- a/apps/sim/providers/anthropic/core.ts
+++ b/apps/sim/providers/anthropic/core.ts
@@ -24,6 +24,7 @@ import {
   supportsNativeStructuredOutputs,
   supportsTemperature,
 } from '@/providers/models'
+import { executeProviderTool } from '@/providers/runtime-context'
 import { createStreamingExecution } from '@/providers/streaming-execution'
 import { isAbortError } from '@/providers/streaming-tool-loop-shared'
 import { adaptAnthropicToolSchema } from '@/providers/tool-schema-adapter'
@@ -31,7 +32,6 @@ import { enrichLastModelSegment } from '@/providers/trace-enrichment'
 import type { ProviderRequest, ProviderResponse, TimeSegment } from '@/providers/types'
 import { ProviderError } from '@/providers/types'
 import { prepareToolExecution, prepareToolsWithUsageControl } from '@/providers/utils'
-import { executeTool } from '@/tools'
 
 /**
  * Configuration for creating an Anthropic provider instance.
@@ -653,7 +653,7 @@ export async function executeAnthropicProviderRequest(
             }
 
             const { toolParams, executionParams } = prepareToolExecution(tool, toolArgs, request)
-            const result = await executeTool(toolName, executionParams, {
+            const result = await executeProviderTool(toolName, executionParams, {
               signal: request.abortSignal,
             })
             const toolCallEndTime = Date.now()
diff --git a/apps/sim/providers/anthropic/streaming-tool-loop.ts b/apps/sim/providers/anthropic/streaming-tool-loop.ts
index 1a87ae4a3d8..a8fc4ae4cd8 100644
--- a/apps/sim/providers/anthropic/streaming-tool-loop.ts
+++ b/apps/sim/providers/anthropic/streaming-tool-loop.ts
@@ -22,6 +22,7 @@ import {
   createAnthropicUsageAccumulator,
 } from '@/providers/anthropic/usage'
 import { checkForForcedToolUsage } from '@/providers/anthropic/utils'
+import { executeProviderTool } from '@/providers/runtime-context'
 import type { AgentStreamEvent, ToolCallEndStatus } from '@/providers/stream-events'
 import {
   isAbortError,
@@ -32,7 +33,6 @@ import {
 import { enrichLastModelSegment } from '@/providers/trace-enrichment'
 import type { ProviderRequest, TimeSegment } from '@/providers/types'
 import { prepareToolExecution, sumToolCosts } from '@/providers/utils'
-import { executeTool } from '@/tools'
 
 export type AnthropicStreamingToolLoopPayload = Anthropic.Messages.MessageStreamParams
 
@@ -372,7 +372,7 @@ export function createAnthropicStreamingToolLoopStream(
                     toolArgs,
                     request
                   )
-                  const result = await executeTool(toolName, executionParams, {
+                  const result = await executeProviderTool(toolName, executionParams, {
                     signal: loopAbortController.signal,
                   })
                   const toolCallEndTime = Date.now()
diff --git a/apps/sim/providers/azure-openai/index.ts b/apps/sim/providers/azure-openai/index.ts
index 14c83fdd34c..bd979cc3d9f 100644
--- a/apps/sim/providers/azure-openai/index.ts
+++ b/apps/sim/providers/azure-openai/index.ts
@@ -28,6 +28,7 @@ import {
 } from '@/providers/azure-openai/utils'
 import { getProviderDefaultModel, getProviderModels } from '@/providers/models'
 import { executeResponsesProviderRequest } from '@/providers/openai/core'
+import { executeProviderTool } from '@/providers/runtime-context'
 import { createSettledAgentEventStream } from '@/providers/stream-events'
 import { createStreamingExecution } from '@/providers/streaming-execution'
 import { isAbortError, parseToolArguments } from '@/providers/streaming-tool-loop-shared'
@@ -47,7 +48,6 @@ import {
   prepareToolsWithUsageControl,
   sumToolCosts,
 } from '@/providers/utils'
-import { executeTool } from '@/tools'
 
 const logger = createLogger('AzureOpenAIProvider')
 
@@ -326,7 +326,7 @@ async function executeChatCompletionsRequest(
           }
 
           const { toolParams, executionParams } = prepareToolExecution(tool, toolArgs, request)
-          const result = await executeTool(toolName, executionParams, {
+          const result = await executeProviderTool(toolName, executionParams, {
             signal: request.abortSignal,
           })
           const toolCallEndTime = Date.now()
diff --git a/apps/sim/providers/baseten/index.ts b/apps/sim/providers/baseten/index.ts
index 879efabd697..d33d4d7ec8a 100644
--- a/apps/sim/providers/baseten/index.ts
+++ b/apps/sim/providers/baseten/index.ts
@@ -13,6 +13,7 @@ import {
 } from '@/providers/baseten/utils'
 import { getProviderDefaultModel, getProviderModels } from '@/providers/models'
 import { createOpenAICompatAssistantHistory } from '@/providers/openai-compat/assistant-history'
+import { executeProviderTool } from '@/providers/runtime-context'
 import { createSettledAgentEventStream } from '@/providers/stream-events'
 import { createStreamingExecution } from '@/providers/streaming-execution'
 import { isAbortError, parseToolArguments } from '@/providers/streaming-tool-loop-shared'
@@ -34,7 +35,6 @@ import {
   prepareToolsWithUsageControl,
   sumToolCosts,
 } from '@/providers/utils'
-import { executeTool } from '@/tools'
 
 const logger = createLogger('BasetenProvider')
 
@@ -288,7 +288,7 @@ export const basetenProvider: ProviderConfig = {
             }
 
             const { toolParams, executionParams } = prepareToolExecution(tool, toolArgs, request)
-            const result = await executeTool(toolName, executionParams, {
+            const result = await executeProviderTool(toolName, executionParams, {
               signal: request.abortSignal,
             })
             const toolCallEndTime = Date.now()
diff --git a/apps/sim/providers/bedrock/index.ts b/apps/sim/providers/bedrock/index.ts
index 544d823209b..a35f0ab6bc5 100644
--- a/apps/sim/providers/bedrock/index.ts
+++ b/apps/sim/providers/bedrock/index.ts
@@ -34,6 +34,7 @@ import {
   getProviderModels,
   supportsNativeStructuredOutputs,
 } from '@/providers/models'
+import { executeProviderTool } from '@/providers/runtime-context'
 import { createSettledAgentEventStream } from '@/providers/stream-events'
 import { createStreamingExecution } from '@/providers/streaming-execution'
 import { isAbortError, parseToolArguments } from '@/providers/streaming-tool-loop-shared'
@@ -52,7 +53,6 @@ import {
   prepareToolsWithUsageControl,
   sumToolCosts,
 } from '@/providers/utils'
-import { executeTool } from '@/tools'
 
 const logger = createLogger('BedrockProvider')
 
@@ -654,7 +654,7 @@ export const bedrockProvider: ProviderConfig = {
             }
 
             const { toolParams, executionParams } = prepareToolExecution(tool, toolArgs, request)
-            const result = await executeTool(toolName, executionParams, {
+            const result = await executeProviderTool(toolName, executionParams, {
               signal: request.abortSignal,
             })
             const toolCallEndTime = Date.now()
diff --git a/apps/sim/providers/bedrock/streaming-tool-loop.ts b/apps/sim/providers/bedrock/streaming-tool-loop.ts
index daae801472c..3f4c53bdcde 100644
--- a/apps/sim/providers/bedrock/streaming-tool-loop.ts
+++ b/apps/sim/providers/bedrock/streaming-tool-loop.ts
@@ -29,6 +29,7 @@ import {
   getBedrockStreamError,
   supportsToolResultStatus,
 } from '@/providers/bedrock/utils'
+import { executeProviderTool } from '@/providers/runtime-context'
 import type { AgentStreamEvent, ToolCallEndStatus } from '@/providers/stream-events'
 import {
   isAbortError,
@@ -39,7 +40,6 @@ import {
 import { enrichLastModelSegment } from '@/providers/trace-enrichment'
 import type { ProviderRequest, TimeSegment } from '@/providers/types'
 import { calculateCost, prepareToolExecution, sumToolCosts } from '@/providers/utils'
-import { executeTool } from '@/tools'
 
 export interface CreateBedrockStreamingToolLoopStreamOptions {
   client: BedrockRuntimeClient
@@ -417,7 +417,7 @@ export function createBedrockStreamingToolLoopStream(
                   toolArgs,
                   request
                 )
-                const result = await executeTool(toolName, executionParams, {
+                const result = await executeProviderTool(toolName, executionParams, {
                   signal: loopAbortController.signal,
                 })
                 const toolCallEndTime = Date.now()
diff --git a/apps/sim/providers/cerebras/index.ts b/apps/sim/providers/cerebras/index.ts
index aaf192a8fe8..adbd329b118 100644
--- a/apps/sim/providers/cerebras/index.ts
+++ b/apps/sim/providers/cerebras/index.ts
@@ -9,6 +9,7 @@ import type { CerebrasResponse } from '@/providers/cerebras/types'
 import { createReadableStreamFromCerebrasStream } from '@/providers/cerebras/utils'
 import { getProviderDefaultModel, getProviderModels } from '@/providers/models'
 import { createOpenAICompatAssistantHistory } from '@/providers/openai-compat/assistant-history'
+import { executeProviderTool } from '@/providers/runtime-context'
 import { createSettledAgentEventStream } from '@/providers/stream-events'
 import { createStreamingExecution } from '@/providers/streaming-execution'
 import { isAbortError, parseToolArguments } from '@/providers/streaming-tool-loop-shared'
@@ -28,7 +29,6 @@ import {
   sumToolCosts,
   trackForcedToolUsage,
 } from '@/providers/utils'
-import { executeTool } from '@/tools'
 
 const logger = createLogger('CerebrasProvider')
 
@@ -255,7 +255,7 @@ export const cerebrasProvider: ProviderConfig = {
               }
 
               const { toolParams, executionParams } = prepareToolExecution(tool, toolArgs, request)
-              const result = await executeTool(toolName, executionParams, {
+              const result = await executeProviderTool(toolName, executionParams, {
                 signal: request.abortSignal,
               })
               const toolCallEndTime = Date.now()
diff --git a/apps/sim/providers/deepseek/index.ts b/apps/sim/providers/deepseek/index.ts
index 93bf998a270..aaa27ffe123 100644
--- a/apps/sim/providers/deepseek/index.ts
+++ b/apps/sim/providers/deepseek/index.ts
@@ -8,6 +8,7 @@ import { formatMessagesForProvider } from '@/providers/attachments'
 import { createReadableStreamFromDeepseekStream } from '@/providers/deepseek/utils'
 import { getProviderDefaultModel, getProviderModels } from '@/providers/models'
 import { createOpenAICompatStreamingToolLoopStream } from '@/providers/openai-compat/streaming-tool-loop'
+import { executeProviderTool } from '@/providers/runtime-context'
 import { createStreamingExecution } from '@/providers/streaming-execution'
 import { isAbortError, parseToolArguments } from '@/providers/streaming-tool-loop-shared'
 import { adaptOpenAIChatToolSchema } from '@/providers/tool-schema-adapter'
@@ -25,7 +26,6 @@ import {
   prepareToolsWithUsageControl,
   trackForcedToolUsage,
 } from '@/providers/utils'
-import { executeTool } from '@/tools'
 
 const logger = createLogger('DeepseekProvider')
 
@@ -369,7 +369,7 @@ export const deepseekProvider: ProviderConfig = {
               }
 
               const { toolParams, executionParams } = prepareToolExecution(tool, toolArgs, request)
-              const result = await executeTool(toolName, executionParams, {
+              const result = await executeProviderTool(toolName, executionParams, {
                 signal: request.abortSignal,
               })
               const toolCallEndTime = Date.now()
diff --git a/apps/sim/providers/fireworks/index.ts b/apps/sim/providers/fireworks/index.ts
index c7965c64072..12c94ddf48c 100644
--- a/apps/sim/providers/fireworks/index.ts
+++ b/apps/sim/providers/fireworks/index.ts
@@ -14,6 +14,7 @@ import {
 } from '@/providers/fireworks/utils'
 import { getProviderDefaultModel, getProviderModels } from '@/providers/models'
 import { createOpenAICompatAssistantHistory } from '@/providers/openai-compat/assistant-history'
+import { executeProviderTool } from '@/providers/runtime-context'
 import { createSettledAgentEventStream } from '@/providers/stream-events'
 import { createStreamingExecution } from '@/providers/streaming-execution'
 import { isAbortError, parseToolArguments } from '@/providers/streaming-tool-loop-shared'
@@ -35,7 +36,6 @@ import {
   prepareToolsWithUsageControl,
   sumToolCosts,
 } from '@/providers/utils'
-import { executeTool } from '@/tools'
 
 const logger = createLogger('FireworksProvider')
 
@@ -294,7 +294,7 @@ export const fireworksProvider: ProviderConfig = {
             }
 
             const { toolParams, executionParams } = prepareToolExecution(tool, toolArgs, request)
-            const result = await executeTool(toolName, executionParams, {
+            const result = await executeProviderTool(toolName, executionParams, {
               signal: request.abortSignal,
             })
             const toolCallEndTime = Date.now()
diff --git a/apps/sim/providers/gemini/core.ts b/apps/sim/providers/gemini/core.ts
index 2a9177af5f2..65cc21c5cb7 100644
--- a/apps/sim/providers/gemini/core.ts
+++ b/apps/sim/providers/gemini/core.ts
@@ -31,6 +31,7 @@ import {
   mapToThinkingLevel,
   supportsDisablingGemini25Thinking,
 } from '@/providers/google/utils'
+import { executeProviderTool } from '@/providers/runtime-context'
 import { createSettledAgentEventStream } from '@/providers/stream-events'
 import { createStreamingExecution } from '@/providers/streaming-execution'
 import { isAbortError } from '@/providers/streaming-tool-loop-shared'
@@ -49,7 +50,6 @@ import {
   prepareToolsWithUsageControl,
   sumToolCosts,
 } from '@/providers/utils'
-import { executeTool } from '@/tools'
 import type { ExecutionState, GeminiProviderType, GeminiUsage } from './types'
 
 /**
@@ -133,7 +133,7 @@ async function executeToolCallsBatch(
       }
 
       const { toolParams, executionParams } = prepareToolExecution(tool, args, request)
-      const result = await executeTool(toolName, executionParams, {
+      const result = await executeProviderTool(toolName, executionParams, {
         signal: request.abortSignal,
       })
       const toolCallEndTime = Date.now()
diff --git a/apps/sim/providers/gemini/streaming-tool-loop.ts b/apps/sim/providers/gemini/streaming-tool-loop.ts
index f3270a5471e..a91ce5ba12d 100644
--- a/apps/sim/providers/gemini/streaming-tool-loop.ts
+++ b/apps/sim/providers/gemini/streaming-tool-loop.ts
@@ -33,6 +33,7 @@ import {
   convertUsageMetadata,
   ensureStructResponse,
 } from '@/providers/google/utils'
+import { executeProviderTool } from '@/providers/runtime-context'
 import type { AgentStreamEvent, ToolCallEndStatus } from '@/providers/stream-events'
 import {
   isAbortError,
@@ -44,7 +45,6 @@ import { ensureToolCallId } from '@/providers/tool-call-id'
 import { enrichLastModelSegment } from '@/providers/trace-enrichment'
 import type { ModelPricing, ProviderRequest, TimeSegment } from '@/providers/types'
 import { isGemini3Model, prepareToolExecution, sumToolCosts } from '@/providers/utils'
-import { executeTool } from '@/tools'
 import type { GeminiUsage } from './types'
 import { priceGeminiTokens, splitGeminiUsage } from './usage'
 
@@ -465,7 +465,7 @@ export function createGeminiStreamingToolLoopStream(
                     toolArgs,
                     request
                   )
-                  const result = await executeTool(toolName, executionParams, {
+                  const result = await executeProviderTool(toolName, executionParams, {
                     signal: loopAbortController.signal,
                   })
                   const toolCallEndTime = Date.now()
diff --git a/apps/sim/providers/groq/index.ts b/apps/sim/providers/groq/index.ts
index 8185c4b3de6..06e5f431be5 100644
--- a/apps/sim/providers/groq/index.ts
+++ b/apps/sim/providers/groq/index.ts
@@ -13,6 +13,7 @@ import { formatMessagesForProvider } from '@/providers/attachments'
 import { createReadableStreamFromGroqStream } from '@/providers/groq/utils'
 import { getProviderDefaultModel, getProviderModels } from '@/providers/models'
 import { createOpenAICompatStreamingToolLoopStream } from '@/providers/openai-compat/streaming-tool-loop'
+import { executeProviderTool } from '@/providers/runtime-context'
 import { createStreamingExecution } from '@/providers/streaming-execution'
 import { isAbortError, parseToolArguments } from '@/providers/streaming-tool-loop-shared'
 import { adaptOpenAIChatToolSchema } from '@/providers/tool-schema-adapter'
@@ -30,7 +31,6 @@ import {
   prepareToolsWithUsageControl,
   trackForcedToolUsage,
 } from '@/providers/utils'
-import { executeTool } from '@/tools'
 
 const logger = createLogger('GroqProvider')
 
@@ -343,7 +343,7 @@ export const groqProvider: ProviderConfig = {
               }
 
               const { toolParams, executionParams } = prepareToolExecution(tool, toolArgs, request)
-              const result = await executeTool(toolName, executionParams, {
+              const result = await executeProviderTool(toolName, executionParams, {
                 signal: request.abortSignal,
               })
               const toolCallEndTime = Date.now()
diff --git a/apps/sim/providers/index.ts b/apps/sim/providers/index.ts
index 9fc2c5593a2..afda36e3f27 100644
--- a/apps/sim/providers/index.ts
+++ b/apps/sim/providers/index.ts
@@ -16,6 +16,10 @@ import {
   uploadLargeFilesToProvider,
 } from '@/providers/file-attachments.server'
 import { getProviderExecutor } from '@/providers/registry'
+import {
+  type ProviderRuntimeContext,
+  runWithProviderRuntimeContext,
+} from '@/providers/runtime-context'
 import type { ProviderId, ProviderRequest, ProviderResponse } from '@/providers/types'
 import {
   generateStructuredOutputInstructions,
@@ -95,7 +99,8 @@ function applyStreamingCostPolicy(response: StreamingExecution, policy: ModelCos
 
 export async function executeProviderRequest(
   providerId: string,
-  request: ProviderRequest
+  request: ProviderRequest,
+  runtimeContext?: ProviderRuntimeContext
 ): Promise<ProviderResponse | ReadableStream | StreamingExecution> {
   const provider = await getProviderExecutor(providerId as ProviderId)
   if (!provider) {
@@ -163,7 +168,9 @@ export async function executeProviderRequest(
   await attachLargeFileRemoteUrls(sanitizedRequest, providerId)
   await uploadLargeFilesToProvider(sanitizedRequest, providerId)
 
-  const response = await provider.executeRequest(sanitizedRequest)
+  const response = await runWithProviderRuntimeContext(runtimeContext, () =>
+    provider.executeRequest(sanitizedRequest)
+  )
 
   if (isStreamingExecution(response)) {
     logger.info('Provider returned StreamingExecution', { isBYOK })
diff --git a/apps/sim/providers/kimi/index.ts b/apps/sim/providers/kimi/index.ts
index a211c33a9bf..ead35a5ddfa 100644
--- a/apps/sim/providers/kimi/index.ts
+++ b/apps/sim/providers/kimi/index.ts
@@ -13,6 +13,7 @@ import {
   getProviderModels,
 } from '@/providers/models'
 import { createOpenAICompatAssistantHistory } from '@/providers/openai-compat/assistant-history'
+import { executeProviderTool } from '@/providers/runtime-context'
 import { createSettledAgentEventStream } from '@/providers/stream-events'
 import { createStreamingExecution } from '@/providers/streaming-execution'
 import { isAbortError, parseToolArguments } from '@/providers/streaming-tool-loop-shared'
@@ -33,7 +34,6 @@ import {
   sumToolCosts,
   trackForcedToolUsage,
 } from '@/providers/utils'
-import { executeTool } from '@/tools'
 
 const logger = createLogger('KimiProvider')
 
@@ -337,7 +337,7 @@ export const kimiProvider: ProviderConfig = {
               }
 
               const { toolParams, executionParams } = prepareToolExecution(tool, toolArgs, request)
-              const result = await executeTool(toolName, executionParams, {
+              const result = await executeProviderTool(toolName, executionParams, {
                 signal: request.abortSignal,
               })
               const toolCallEndTime = Date.now()
diff --git a/apps/sim/providers/litellm/index.ts b/apps/sim/providers/litellm/index.ts
index 0135aac64b2..a77e423b367 100644
--- a/apps/sim/providers/litellm/index.ts
+++ b/apps/sim/providers/litellm/index.ts
@@ -10,6 +10,7 @@ import { formatMessagesForProvider } from '@/providers/attachments'
 import { createReadableStreamFromLiteLLMStream } from '@/providers/litellm/utils'
 import { getProviderDefaultModel, getProviderModels } from '@/providers/models'
 import { createOpenAICompatAssistantHistory } from '@/providers/openai-compat/assistant-history'
+import { executeProviderTool } from '@/providers/runtime-context'
 import { createSettledAgentEventStream } from '@/providers/stream-events'
 import { createStreamingExecution } from '@/providers/streaming-execution'
 import { isAbortError, parseToolArguments } from '@/providers/streaming-tool-loop-shared'
@@ -32,7 +33,6 @@ import {
   trackForcedToolUsage,
 } from '@/providers/utils'
 import { useProvidersStore } from '@/stores/providers'
-import { executeTool } from '@/tools'
 
 const logger = createLogger('LiteLLMProvider')
 const LITELLM_VERSION = '1.0.0'
@@ -374,7 +374,7 @@ export const litellmProvider: ProviderConfig = {
             }
 
             const { toolParams, executionParams } = prepareToolExecution(tool, toolArgs, request)
-            const result = await executeTool(toolName, executionParams, {
+            const result = await executeProviderTool(toolName, executionParams, {
               signal: request.abortSignal,
             })
             const toolCallEndTime = Date.now()
diff --git a/apps/sim/providers/meta/index.ts b/apps/sim/providers/meta/index.ts
index f4acdd81be0..fc76172a23e 100644
--- a/apps/sim/providers/meta/index.ts
+++ b/apps/sim/providers/meta/index.ts
@@ -8,6 +8,7 @@ import { MAX_TOOL_ITERATIONS } from '@/providers'
 import { formatMessagesForProvider } from '@/providers/attachments'
 import { createReadableStreamFromMetaStream } from '@/providers/meta/utils'
 import { getProviderDefaultModel, getProviderModels } from '@/providers/models'
+import { executeProviderTool } from '@/providers/runtime-context'
 import { createSettledAgentEventStream } from '@/providers/stream-events'
 import { createStreamingExecution } from '@/providers/streaming-execution'
 import { isAbortError, parseToolArguments } from '@/providers/streaming-tool-loop-shared'
@@ -26,7 +27,6 @@ import {
   prepareToolsWithUsageControl,
   sumToolCosts,
 } from '@/providers/utils'
-import { executeTool } from '@/tools'
 
 const logger = createLogger('MetaProvider')
 
@@ -288,7 +288,7 @@ export const metaProvider: ProviderConfig = {
               }
 
               const { toolParams, executionParams } = prepareToolExecution(tool, toolArgs, request)
-              const result = await executeTool(toolName, executionParams, {
+              const result = await executeProviderTool(toolName, executionParams, {
                 signal: request.abortSignal,
               })
               const toolCallEndTime = Date.now()
diff --git a/apps/sim/providers/mistral/index.ts b/apps/sim/providers/mistral/index.ts
index ddf625a4596..52453e72487 100644
--- a/apps/sim/providers/mistral/index.ts
+++ b/apps/sim/providers/mistral/index.ts
@@ -8,6 +8,7 @@ import { MAX_TOOL_ITERATIONS } from '@/providers'
 import { formatMessagesForProvider } from '@/providers/attachments'
 import { createReadableStreamFromMistralStream } from '@/providers/mistral/utils'
 import { getProviderDefaultModel, getProviderModels } from '@/providers/models'
+import { executeProviderTool } from '@/providers/runtime-context'
 import { createSettledAgentEventStream } from '@/providers/stream-events'
 import { createStreamingExecution } from '@/providers/streaming-execution'
 import { isAbortError, parseToolArguments } from '@/providers/streaming-tool-loop-shared'
@@ -27,7 +28,6 @@ import {
   sumToolCosts,
   trackForcedToolUsage,
 } from '@/providers/utils'
-import { executeTool } from '@/tools'
 
 const logger = createLogger('MistralProvider')
 
@@ -300,7 +300,7 @@ export const mistralProvider: ProviderConfig = {
             }
 
             const { toolParams, executionParams } = prepareToolExecution(tool, toolArgs, request)
-            const result = await executeTool(toolName, executionParams, {
+            const result = await executeProviderTool(toolName, executionParams, {
               signal: request.abortSignal,
             })
             const toolCallEndTime = Date.now()
diff --git a/apps/sim/providers/nvidia/index.ts b/apps/sim/providers/nvidia/index.ts
index 17e5c631c74..885f6049e81 100644
--- a/apps/sim/providers/nvidia/index.ts
+++ b/apps/sim/providers/nvidia/index.ts
@@ -9,6 +9,7 @@ import { formatMessagesForProvider } from '@/providers/attachments'
 import { getProviderDefaultModel, getProviderModels } from '@/providers/models'
 import { createReadableStreamFromNvidiaStream } from '@/providers/nvidia/utils'
 import { createOpenAICompatAssistantHistory } from '@/providers/openai-compat/assistant-history'
+import { executeProviderTool } from '@/providers/runtime-context'
 import { createSettledAgentEventStream } from '@/providers/stream-events'
 import { createStreamingExecution } from '@/providers/streaming-execution'
 import { isAbortError, parseToolArguments } from '@/providers/streaming-tool-loop-shared'
@@ -28,7 +29,6 @@ import {
   sumToolCosts,
   trackForcedToolUsage,
 } from '@/providers/utils'
-import { executeTool } from '@/tools'
 
 const logger = createLogger('NvidiaProvider')
 
@@ -288,7 +288,7 @@ export const nvidiaProvider: ProviderConfig = {
               }
 
               const { toolParams, executionParams } = prepareToolExecution(tool, toolArgs, request)
-              const result = await executeTool(toolName, executionParams, {
+              const result = await executeProviderTool(toolName, executionParams, {
                 signal: request.abortSignal,
               })
               const toolCallEndTime = Date.now()
diff --git a/apps/sim/providers/ollama/core.ts b/apps/sim/providers/ollama/core.ts
index c3ba7a2a097..064caf79350 100644
--- a/apps/sim/providers/ollama/core.ts
+++ b/apps/sim/providers/ollama/core.ts
@@ -11,6 +11,7 @@ import type { StreamingExecution } from '@/executor/types'
 import { MAX_TOOL_ITERATIONS } from '@/providers'
 import { formatMessagesForProvider } from '@/providers/attachments'
 import { createOpenAICompatAssistantHistory } from '@/providers/openai-compat/assistant-history'
+import { executeProviderTool } from '@/providers/runtime-context'
 import type { AgentStreamEvent } from '@/providers/stream-events'
 import { createSettledAgentEventStream } from '@/providers/stream-events'
 import { createStreamingExecution } from '@/providers/streaming-execution'
@@ -25,7 +26,6 @@ import {
   prepareToolExecution,
   sumToolCosts,
 } from '@/providers/utils'
-import { executeTool } from '@/tools'
 
 /**
  * Ollama enforces JSON mode (`json_object`) but ignores `json_schema`, so
@@ -313,7 +313,7 @@ export async function executeOllamaProviderRequest(
           }
 
           const { toolParams, executionParams } = prepareToolExecution(tool, toolArgs, request)
-          const result = await executeTool(toolName, executionParams, {
+          const result = await executeProviderTool(toolName, executionParams, {
             signal: request.abortSignal,
           })
           const toolCallEndTime = Date.now()
diff --git a/apps/sim/providers/openai-compat/streaming-tool-loop.ts b/apps/sim/providers/openai-compat/streaming-tool-loop.ts
index 7f766317be7..e14c5d431f4 100644
--- a/apps/sim/providers/openai-compat/streaming-tool-loop.ts
+++ b/apps/sim/providers/openai-compat/streaming-tool-loop.ts
@@ -22,6 +22,7 @@ import {
   type OpenAICompatAssembledToolCall,
 } from '@/providers/openai-compat/stream-events'
 import type { OpenRouterReasoningDetail } from '@/providers/openrouter/reasoning'
+import { executeProviderTool } from '@/providers/runtime-context'
 import type { AgentStreamEvent, ToolCallEndStatus } from '@/providers/stream-events'
 import {
   isAbortError,
@@ -38,7 +39,6 @@ import {
   sumToolCosts,
   trackForcedToolUsage,
 } from '@/providers/utils'
-import { executeTool } from '@/tools'
 
 export type OpenAICompatCreateCompletion = (
   params: OpenAI.Chat.Completions.ChatCompletionCreateParamsStreaming,
@@ -428,7 +428,7 @@ export function createOpenAICompatStreamingToolLoopStream(
                   toolArgs,
                   request
                 )
-                const result = await executeTool(toolName, executionParams, {
+                const result = await executeProviderTool(toolName, executionParams, {
                   signal: loopAbortController.signal,
                 })
                 const toolCallEndTime = Date.now()
diff --git a/apps/sim/providers/openai/core.ts b/apps/sim/providers/openai/core.ts
index df4ca1b6cd0..47dd9e18b7c 100644
--- a/apps/sim/providers/openai/core.ts
+++ b/apps/sim/providers/openai/core.ts
@@ -13,6 +13,7 @@ import {
   buildOpenAIUsageTokens,
   createOpenAIUsageAccumulator,
 } from '@/providers/openai/usage'
+import { executeProviderTool } from '@/providers/runtime-context'
 import { createStreamingExecution } from '@/providers/streaming-execution'
 import { isAbortError, parseToolArguments } from '@/providers/streaming-tool-loop-shared'
 import { adaptOpenAIChatToolSchema } from '@/providers/tool-schema-adapter'
@@ -25,7 +26,6 @@ import {
   supportsReasoningEffort,
   trackForcedToolUsage,
 } from '@/providers/utils'
-import { executeTool } from '@/tools'
 import {
   buildResponsesInputFromMessages,
   convertResponseOutputToInputItems,
@@ -529,7 +529,7 @@ export async function executeResponsesProviderRequest(
           }
 
           const { toolParams, executionParams } = prepareToolExecution(tool, toolArgs, request)
-          const result = await executeTool(toolName, executionParams, {
+          const result = await executeProviderTool(toolName, executionParams, {
             signal: request.abortSignal,
           })
           const toolCallEndTime = Date.now()
diff --git a/apps/sim/providers/openai/streaming-tool-loop.ts b/apps/sim/providers/openai/streaming-tool-loop.ts
index 7f9a75788d7..1715891cc63 100644
--- a/apps/sim/providers/openai/streaming-tool-loop.ts
+++ b/apps/sim/providers/openai/streaming-tool-loop.ts
@@ -22,6 +22,7 @@ import {
   type ResponsesToolChoice,
   responseContainsFunctionCall,
 } from '@/providers/openai/utils'
+import { executeProviderTool } from '@/providers/runtime-context'
 import type { AgentStreamEvent, ToolCallEndStatus } from '@/providers/stream-events'
 import {
   isAbortError,
@@ -32,7 +33,6 @@ import {
 } from '@/providers/streaming-tool-loop-shared'
 import type { ProviderRequest, TimeSegment } from '@/providers/types'
 import { prepareToolExecution, sumToolCosts } from '@/providers/utils'
-import { executeTool } from '@/tools'
 
 export type CreateOpenAIResponsesStream = (
   input: ResponsesInputItem[],
@@ -245,7 +245,7 @@ async function executeOpenAIToolCall(options: {
     }
 
     const { toolParams, executionParams } = prepareToolExecution(tool, toolArgs, request)
-    const result = await executeTool(toolCall.name, executionParams, {
+    const result = await executeProviderTool(toolCall.name, executionParams, {
       signal: request.abortSignal,
     })
     return completeToolExecution(
diff --git a/apps/sim/providers/openrouter/index.ts b/apps/sim/providers/openrouter/index.ts
index 41146d1599c..e2949fd9dfb 100644
--- a/apps/sim/providers/openrouter/index.ts
+++ b/apps/sim/providers/openrouter/index.ts
@@ -20,6 +20,7 @@ import {
   createReadableStreamFromOpenAIStream,
   supportsNativeStructuredOutputs,
 } from '@/providers/openrouter/utils'
+import { executeProviderTool } from '@/providers/runtime-context'
 import { createSettledAgentEventStream } from '@/providers/stream-events'
 import { createStreamingExecution } from '@/providers/streaming-execution'
 import { isAbortError, parseToolArguments } from '@/providers/streaming-tool-loop-shared'
@@ -41,7 +42,6 @@ import {
   prepareToolsWithUsageControl,
   sumToolCosts,
 } from '@/providers/utils'
-import { executeTool } from '@/tools'
 
 const logger = createLogger('OpenRouterProvider')
 
@@ -303,7 +303,7 @@ export const openRouterProvider: ProviderConfig = {
             }
 
             const { toolParams, executionParams } = prepareToolExecution(tool, toolArgs, request)
-            const result = await executeTool(toolName, executionParams, {
+            const result = await executeProviderTool(toolName, executionParams, {
               signal: request.abortSignal,
             })
             const toolCallEndTime = Date.now()
diff --git a/apps/sim/providers/runtime-context.test.ts b/apps/sim/providers/runtime-context.test.ts
new file mode 100644
index 00000000000..47dbbb9ef54
--- /dev/null
+++ b/apps/sim/providers/runtime-context.test.ts
@@ -0,0 +1,76 @@
+/**
+ * @vitest-environment node
+ */
+import { beforeEach, describe, expect, it, vi } from 'vitest'
+
+const { mockExecuteTool } = vi.hoisted(() => ({
+  mockExecuteTool: vi.fn(async () => ({ success: true, output: {} })),
+}))
+
+vi.mock('@/tools', () => ({
+  executeTool: mockExecuteTool,
+}))
+
+import { executeProviderTool, runWithProviderRuntimeContext } from '@/providers/runtime-context'
+
+describe('provider runtime context', () => {
+  beforeEach(() => {
+    vi.clearAllMocks()
+  })
+
+  it('isolates concurrent tool executions without adding registry data to params', async () => {
+    const registryA = { id: 'a' }
+    const registryB = { id: 'b' }
+
+    await Promise.all([
+      runWithProviderRuntimeContext(
+        { resolvedSecretTraceRegistry: registryA as never },
+        async () => {
+          await Promise.resolve()
+          await executeProviderTool('tool-a', { visible: 'a' })
+        }
+      ),
+      runWithProviderRuntimeContext(
+        { resolvedSecretTraceRegistry: registryB as never },
+        async () => {
+          await Promise.resolve()
+          await executeProviderTool('tool-b', { visible: 'b' })
+        }
+      ),
+    ])
+
+    expect(mockExecuteTool).toHaveBeenCalledWith(
+      'tool-a',
+      { visible: 'a' },
+      { resolvedSecretTraceRegistry: registryA }
+    )
+    expect(mockExecuteTool).toHaveBeenCalledWith(
+      'tool-b',
+      { visible: 'b' },
+      { resolvedSecretTraceRegistry: registryB }
+    )
+  })
+
+  it('preserves runtime context in a stream consumed after the provider call returns', async () => {
+    const registry = { id: 'stream' }
+    const stream = runWithProviderRuntimeContext(
+      { resolvedSecretTraceRegistry: registry as never },
+      () =>
+        new ReadableStream({
+          async pull(controller) {
+            await executeProviderTool('stream-tool', { visible: true })
+            controller.enqueue(new TextEncoder().encode('done'))
+            controller.close()
+          },
+        })
+    )
+
+    await new Response(stream).text()
+
+    expect(mockExecuteTool).toHaveBeenCalledWith(
+      'stream-tool',
+      { visible: true },
+      { resolvedSecretTraceRegistry: registry }
+    )
+  })
+})
diff --git a/apps/sim/providers/runtime-context.ts b/apps/sim/providers/runtime-context.ts
new file mode 100644
index 00000000000..330caa3e34b
--- /dev/null
+++ b/apps/sim/providers/runtime-context.ts
@@ -0,0 +1,30 @@
+import { AsyncLocalStorage } from 'node:async_hooks'
+import type { ResolvedSecretTraceRegistry } from '@/executor/utils/resolved-secret-trace-registry'
+import { type ExecuteToolOptions, executeTool } from '@/tools'
+import type { ToolResponse } from '@/tools/types'
+
+export interface ProviderRuntimeContext {
+  resolvedSecretTraceRegistry?: ResolvedSecretTraceRegistry
+}
+
+const providerRuntimeContext = new AsyncLocalStorage<ProviderRuntimeContext>()
+
+export function runWithProviderRuntimeContext<T>(
+  context: ProviderRuntimeContext | undefined,
+  callback: () => T
+): T {
+  return providerRuntimeContext.run(context ?? {}, callback)
+}
+
+export function executeProviderTool(
+  toolId: string,
+  params: Parameters<typeof executeTool>[1],
+  options: ExecuteToolOptions = {}
+): Promise<ToolResponse> {
+  return executeTool(toolId, params, {
+    ...options,
+    resolvedSecretTraceRegistry:
+      options.resolvedSecretTraceRegistry ??
+      providerRuntimeContext.getStore()?.resolvedSecretTraceRegistry,
+  })
+}
diff --git a/apps/sim/providers/sakana/index.ts b/apps/sim/providers/sakana/index.ts
index 7e9cf12da79..d005e4d0fef 100644
--- a/apps/sim/providers/sakana/index.ts
+++ b/apps/sim/providers/sakana/index.ts
@@ -7,6 +7,7 @@ import type { StreamingExecution } from '@/executor/types'
 import { MAX_TOOL_ITERATIONS } from '@/providers'
 import { formatMessagesForProvider } from '@/providers/attachments'
 import { getProviderDefaultModel, getProviderModels } from '@/providers/models'
+import { executeProviderTool } from '@/providers/runtime-context'
 import { createReadableStreamFromSakanaStream } from '@/providers/sakana/utils'
 import { createSettledAgentEventStream } from '@/providers/stream-events'
 import { createStreamingExecution } from '@/providers/streaming-execution'
@@ -27,7 +28,6 @@ import {
   sumToolCosts,
   trackForcedToolUsage,
 } from '@/providers/utils'
-import { executeTool } from '@/tools'
 
 const logger = createLogger('SakanaProvider')
 
@@ -288,7 +288,7 @@ export const sakanaProvider: ProviderConfig = {
               }
 
               const { toolParams, executionParams } = prepareToolExecution(tool, toolArgs, request)
-              const result = await executeTool(toolName, executionParams, {
+              const result = await executeProviderTool(toolName, executionParams, {
                 signal: request.abortSignal,
               })
               const toolCallEndTime = Date.now()
diff --git a/apps/sim/providers/together/index.ts b/apps/sim/providers/together/index.ts
index d8f67bb1435..615a66f967e 100644
--- a/apps/sim/providers/together/index.ts
+++ b/apps/sim/providers/together/index.ts
@@ -8,6 +8,7 @@ import { MAX_TOOL_ITERATIONS } from '@/providers'
 import { formatMessagesForProvider } from '@/providers/attachments'
 import { getProviderDefaultModel, getProviderModels } from '@/providers/models'
 import { createOpenAICompatAssistantHistory } from '@/providers/openai-compat/assistant-history'
+import { executeProviderTool } from '@/providers/runtime-context'
 import { createSettledAgentEventStream } from '@/providers/stream-events'
 import { createStreamingExecution } from '@/providers/streaming-execution'
 import { isAbortError, parseToolArguments } from '@/providers/streaming-tool-loop-shared'
@@ -34,7 +35,6 @@ import {
   prepareToolsWithUsageControl,
   sumToolCosts,
 } from '@/providers/utils'
-import { executeTool } from '@/tools'
 
 const logger = createLogger('TogetherProvider')
 
@@ -288,7 +288,7 @@ export const togetherProvider: ProviderConfig = {
             }
 
             const { toolParams, executionParams } = prepareToolExecution(tool, toolArgs, request)
-            const result = await executeTool(toolName, executionParams, {
+            const result = await executeProviderTool(toolName, executionParams, {
               signal: request.abortSignal,
             })
             const toolCallEndTime = Date.now()
diff --git a/apps/sim/providers/vllm/index.ts b/apps/sim/providers/vllm/index.ts
index 0f258b8bb22..4d2928266f8 100644
--- a/apps/sim/providers/vllm/index.ts
+++ b/apps/sim/providers/vllm/index.ts
@@ -11,6 +11,7 @@ import { formatMessagesForProvider } from '@/providers/attachments'
 import { getCachedProviderClient } from '@/providers/client-cache'
 import { getProviderDefaultModel, getProviderModels } from '@/providers/models'
 import { createOpenAICompatAssistantHistory } from '@/providers/openai-compat/assistant-history'
+import { executeProviderTool } from '@/providers/runtime-context'
 import { createSettledAgentEventStream } from '@/providers/stream-events'
 import { createStreamingExecution } from '@/providers/streaming-execution'
 import { isAbortError, parseToolArguments } from '@/providers/streaming-tool-loop-shared'
@@ -32,7 +33,6 @@ import {
 } from '@/providers/utils'
 import { checkForForcedToolUsage, createReadableStreamFromVLLMStream } from '@/providers/vllm/utils'
 import { useProvidersStore } from '@/stores/providers'
-import { executeTool } from '@/tools'
 
 const logger = createLogger('VLLMProvider')
 const VLLM_VERSION = '1.0.0'
@@ -384,7 +384,7 @@ export const vllmProvider: ProviderConfig = {
             }
 
             const { toolParams, executionParams } = prepareToolExecution(tool, toolArgs, request)
-            const result = await executeTool(toolName, executionParams, {
+            const result = await executeProviderTool(toolName, executionParams, {
               signal: request.abortSignal,
             })
             const toolCallEndTime = Date.now()
diff --git a/apps/sim/providers/xai/index.ts b/apps/sim/providers/xai/index.ts
index 55c6ecdaecb..292f6111c4a 100644
--- a/apps/sim/providers/xai/index.ts
+++ b/apps/sim/providers/xai/index.ts
@@ -8,6 +8,7 @@ import { MAX_TOOL_ITERATIONS } from '@/providers'
 import { formatMessagesForProvider } from '@/providers/attachments'
 import { getProviderDefaultModel, getProviderModels } from '@/providers/models'
 import { createOpenAICompatAssistantHistory } from '@/providers/openai-compat/assistant-history'
+import { executeProviderTool } from '@/providers/runtime-context'
 import { createSettledAgentEventStream } from '@/providers/stream-events'
 import { createStreamingExecution } from '@/providers/streaming-execution'
 import { isAbortError, parseToolArguments } from '@/providers/streaming-tool-loop-shared'
@@ -32,7 +33,6 @@ import {
   createReadableStreamFromXAIStream,
   createResponseFormatPayload,
 } from '@/providers/xai/utils'
-import { executeTool } from '@/tools'
 
 const logger = createLogger('XAIProvider')
 
@@ -271,7 +271,7 @@ export const xAIProvider: ProviderConfig = {
               }
 
               const { toolParams, executionParams } = prepareToolExecution(tool, toolArgs, request)
-              const result = await executeTool(toolName, executionParams, {
+              const result = await executeProviderTool(toolName, executionParams, {
                 signal: request.abortSignal,
               })
               const toolCallEndTime = Date.now()
diff --git a/apps/sim/providers/zai/index.ts b/apps/sim/providers/zai/index.ts
index 39358ef774a..acc5bb4ec36 100644
--- a/apps/sim/providers/zai/index.ts
+++ b/apps/sim/providers/zai/index.ts
@@ -8,6 +8,7 @@ import { MAX_TOOL_ITERATIONS } from '@/providers'
 import { formatMessagesForProvider } from '@/providers/attachments'
 import { getProviderDefaultModel, getProviderModels } from '@/providers/models'
 import { createOpenAICompatAssistantHistory } from '@/providers/openai-compat/assistant-history'
+import { executeProviderTool } from '@/providers/runtime-context'
 import { createSettledAgentEventStream } from '@/providers/stream-events'
 import { createStreamingExecution } from '@/providers/streaming-execution'
 import { isAbortError, parseToolArguments } from '@/providers/streaming-tool-loop-shared'
@@ -27,7 +28,6 @@ import {
   sumToolCosts,
 } from '@/providers/utils'
 import { createReadableStreamFromZaiStream } from '@/providers/zai/utils'
-import { executeTool } from '@/tools'
 
 const logger = createLogger('ZaiProvider')
 
@@ -297,7 +297,7 @@ export const zaiProvider: ProviderConfig = {
               }
 
               const { toolParams, executionParams } = prepareToolExecution(tool, toolArgs, request)
-              const result = await executeTool(toolName, executionParams, {
+              const result = await executeProviderTool(toolName, executionParams, {
                 signal: request.abortSignal,
               })
               const toolCallEndTime = Date.now()
diff --git a/apps/sim/stores/terminal/console/storage.test.ts b/apps/sim/stores/terminal/console/storage.test.ts
new file mode 100644
index 00000000000..b047430366c
--- /dev/null
+++ b/apps/sim/stores/terminal/console/storage.test.ts
@@ -0,0 +1,87 @@
+/**
+ * @vitest-environment node
+ */
+import { describe, expect, it } from 'vitest'
+import {
+  CONSOLE_STORAGE_VERSION,
+  migratePersistedConsoleData,
+} from '@/stores/terminal/console/storage'
+
+const legacyEntry = {
+  id: 'entry-1',
+  timestamp: '2026-07-31T00:00:00.000Z',
+  workflowId: 'workflow-1',
+  blockId: 'function-1',
+  blockName: 'Function 1',
+  blockType: 'function',
+  executionId: 'execution-1',
+  executionOrder: 1,
+  success: false,
+  input: { secret: 'resolved-secret' },
+  output: { value: 'resolved-secret' },
+  error: 'ReferenceError: resolved-secret',
+  warning: 'resolved-secret',
+  agentStreamThinking: 'resolved-secret',
+  agentStreamToolCalls: [
+    {
+      key: 'function-1:tool-1',
+      id: 'tool-1',
+      name: 'database_query',
+      displayName: 'Database Query',
+      status: 'error' as const,
+    },
+  ],
+}
+
+describe('terminal console storage migration', () => {
+  it('strips content-bearing fields from unversioned persisted entries', () => {
+    const result = migratePersistedConsoleData({
+      workflowEntries: { 'workflow-1': [legacyEntry] },
+      isOpen: true,
+    })
+
+    expect(result?.migrated).toBe(true)
+    expect(result?.data.storageVersion).toBe(CONSOLE_STORAGE_VERSION)
+    expect(result?.data.workflowEntries['workflow-1'][0]).toEqual({
+      id: 'entry-1',
+      timestamp: '2026-07-31T00:00:00.000Z',
+      workflowId: 'workflow-1',
+      blockId: 'function-1',
+      blockName: 'Function 1',
+      blockType: 'function',
+      executionId: 'execution-1',
+      executionOrder: 1,
+      success: false,
+      agentStreamToolCalls: legacyEntry.agentStreamToolCalls,
+    })
+  })
+
+  it('strips content from the original flat Zustand storage format', () => {
+    const result = migratePersistedConsoleData({
+      state: { entries: [legacyEntry], isOpen: false },
+      version: 0,
+    })
+
+    expect(result?.migrated).toBe(true)
+    expect(result?.data.workflowEntries['workflow-1'][0]).not.toHaveProperty('error')
+    expect(result?.data.workflowEntries['workflow-1'][0]).not.toHaveProperty('agentStreamThinking')
+  })
+
+  it('retains content already written under the current projection version', () => {
+    const projectedEntry = {
+      ...legacyEntry,
+      input: { secret: '{{OPENAI_API_KEY}}' },
+      output: { value: '{{OPENAI_API_KEY}}' },
+      error: 'ReferenceError: {{OPENAI_API_KEY}}',
+      agentStreamThinking: '{{OPENAI_API_KEY}}',
+    }
+    const result = migratePersistedConsoleData({
+      storageVersion: CONSOLE_STORAGE_VERSION,
+      workflowEntries: { 'workflow-1': [projectedEntry] },
+      isOpen: false,
+    })
+
+    expect(result?.migrated).toBe(false)
+    expect(result?.data.workflowEntries['workflow-1'][0]).toEqual(projectedEntry)
+  })
+})
diff --git a/apps/sim/stores/terminal/console/storage.ts b/apps/sim/stores/terminal/console/storage.ts
index 4ee136db81b..df5ab1b46fc 100644
--- a/apps/sim/stores/terminal/console/storage.ts
+++ b/apps/sim/stores/terminal/console/storage.ts
@@ -1,11 +1,13 @@
 import { createLogger } from '@sim/logger'
+import { omit } from '@sim/utils/object'
 import { get, set } from 'idb-keyval'
-import type { ConsoleEntry } from './types'
+import type { ConsoleEntry } from '@/stores/terminal/console/types'
 
 const logger = createLogger('ConsoleStorage')
 
 const STORE_KEY = 'terminal-console-store'
 const MIGRATION_KEY = 'terminal-console-store-migrated'
+export const CONSOLE_STORAGE_VERSION = 1
 
 /**
  * Interval for persisting terminal state during active executions.
@@ -18,10 +20,16 @@ const EXECUTION_PERSIST_INTERVAL_MS = 5_000
  * Shape of terminal console data persisted to IndexedDB.
  */
 export interface PersistedConsoleData {
+  storageVersion: typeof CONSOLE_STORAGE_VERSION
   workflowEntries: Record<string, ConsoleEntry[]>
   isOpen: boolean
 }
 
+export interface ConsoleStorageMigrationResult {
+  data: PersistedConsoleData
+  migrated: boolean
+}
+
 let migrationPromise: Promise<void> | null = null
 
 async function migrateFromLocalStorage(): Promise<void> {
@@ -50,12 +58,63 @@ if (typeof window !== 'undefined') {
   })
 }
 
+function stripPersistedContent(entry: ConsoleEntry): ConsoleEntry {
+  return omit(entry, ['input', 'output', 'error', 'warning', 'agentStreamThinking'])
+}
+
+function stripPersistedWorkflowContent(
+  workflowEntries: Record<string, ConsoleEntry[]>
+): Record<string, ConsoleEntry[]> {
+  return Object.fromEntries(
+    Object.entries(workflowEntries).map(([workflowId, entries]) => [
+      workflowId,
+      entries.map(stripPersistedContent),
+    ])
+  )
+}
+
+/**
+ * Normalizes all historical console formats and removes content from unversioned data.
+ * Historical rows have no trusted Secrets-resolution provenance, so their structure is
+ * retained while input, output, errors, warnings, and live thinking are discarded.
+ */
+export function migratePersistedConsoleData(parsed: unknown): ConsoleStorageMigrationResult | null {
+  if (!parsed || typeof parsed !== 'object') return null
+
+  const parsedRecord = parsed as Record<string, unknown>
+  const wrappedState = parsedRecord.state
+  const data =
+    wrappedState && typeof wrappedState === 'object'
+      ? (wrappedState as Record<string, unknown>)
+      : parsedRecord
+
+  let workflowEntries: Record<string, ConsoleEntry[]> = {}
+  if (Array.isArray(data.entries) && !data.workflowEntries) {
+    for (const rawEntry of data.entries) {
+      if (!rawEntry || typeof rawEntry !== 'object') continue
+      const entry = rawEntry as ConsoleEntry
+      if (!entry.workflowId) continue
+      if (!workflowEntries[entry.workflowId]) workflowEntries[entry.workflowId] = []
+      workflowEntries[entry.workflowId].push(entry)
+    }
+  } else if (data.workflowEntries && typeof data.workflowEntries === 'object') {
+    workflowEntries = data.workflowEntries as Record<string, ConsoleEntry[]>
+  }
+
+  const migrated = data.storageVersion !== CONSOLE_STORAGE_VERSION
+  return {
+    data: {
+      storageVersion: CONSOLE_STORAGE_VERSION,
+      workflowEntries: migrated ? stripPersistedWorkflowContent(workflowEntries) : workflowEntries,
+      isOpen: Boolean(data.isOpen),
+    },
+    migrated,
+  }
+}
+
 /**
  * Loads persisted console data from IndexedDB.
- * Handles three historical storage formats:
- * 1. Zustand persist wrapper: `{ state: { entries: [...] }, version }` (original flat format)
- * 2. Zustand persist wrapper: `{ state: { workflowEntries: {...} }, version }` (refactored format)
- * 3. Raw data: `{ workflowEntries: {...}, isOpen }` (current format)
+ * Handles historical Zustand wrappers, the original flat entry array, and raw data.
  */
 export async function loadConsoleData(): Promise<PersistedConsoleData | null> {
   if (typeof window === 'undefined') return null
@@ -69,25 +128,14 @@ export async function loadConsoleData(): Promise<PersistedConsoleData | null> {
     if (!raw) return null
 
     const parsed = typeof raw === 'string' ? JSON.parse(raw) : raw
-    if (!parsed || typeof parsed !== 'object') return null
-
-    const data = parsed.state ?? parsed
-
-    if (Array.isArray(data.entries) && !data.workflowEntries) {
-      const workflowEntries: Record<string, ConsoleEntry[]> = {}
-      for (const entry of data.entries) {
-        if (!entry?.workflowId) continue
-        const wfId = entry.workflowId
-        if (!workflowEntries[wfId]) workflowEntries[wfId] = []
-        workflowEntries[wfId].push(entry)
-      }
-      return { workflowEntries, isOpen: Boolean(data.isOpen) }
-    }
+    const result = migratePersistedConsoleData(parsed)
+    if (!result) return null
 
-    return {
-      workflowEntries: data.workflowEntries ?? {},
-      isOpen: Boolean(data.isOpen),
+    if (result.migrated) {
+      await set(STORE_KEY, JSON.stringify(result.data))
     }
+
+    return result.data
   } catch (error) {
     logger.warn('Failed to load console data from IndexedDB', { error })
     return null
@@ -159,6 +207,7 @@ function mergePersistedConsoleData(
   }
 
   return {
+    storageVersion: CONSOLE_STORAGE_VERSION,
     workflowEntries,
     isOpen: incoming.isOpen,
   }
diff --git a/apps/sim/stores/terminal/console/store.test.ts b/apps/sim/stores/terminal/console/store.test.ts
index 4ce6ced4a54..c20ed28b17c 100644
--- a/apps/sim/stores/terminal/console/store.test.ts
+++ b/apps/sim/stores/terminal/console/store.test.ts
@@ -163,6 +163,7 @@ describe('terminal console store', () => {
 
       const [entry] = useTerminalConsoleStore.getState().getWorkflowEntries('wf-1')
       expect(entry.agentStreamActive).toBe(false)
+      expect(entry.agentStreamThinking).toBe('drafting…')
       expect(entry.agentStreamToolCalls?.[0]?.status).toBe('cancelled')
     })
 
@@ -284,7 +285,31 @@ describe('terminal console store', () => {
 
       const [entry] = useTerminalConsoleStore.getState().getWorkflowEntries('wf-1')
       expect(entry.agentStreamActive).toBe(false)
+      expect(entry.agentStreamThinking).toBe('working…')
       expect(entry.agentStreamToolCalls?.[0]?.status).toBe('error')
     })
+
+    it('clears thinking without changing an active block when projection is unavailable', () => {
+      useTerminalConsoleStore.getState().addConsole({
+        workflowId: 'wf-1',
+        blockId: 'block-1',
+        blockName: 'Agent',
+        blockType: 'agent',
+        executionId: 'exec-1',
+        executionOrder: 1,
+        isRunning: true,
+        agentStreamActive: true,
+        agentStreamThinking: 'projected thinking',
+      })
+
+      useTerminalConsoleStore
+        .getState()
+        .updateConsole('block-1', { clearAgentStreamThinking: true }, 'exec-1')
+
+      const [entry] = useTerminalConsoleStore.getState().getWorkflowEntries('wf-1')
+      expect(entry.isRunning).toBe(true)
+      expect(entry.agentStreamActive).toBe(true)
+      expect(entry.agentStreamThinking).toBeUndefined()
+    })
   })
 })
diff --git a/apps/sim/stores/terminal/console/store.ts b/apps/sim/stores/terminal/console/store.ts
index 101fc8cc9d5..5fce1cec952 100644
--- a/apps/sim/stores/terminal/console/store.ts
+++ b/apps/sim/stores/terminal/console/store.ts
@@ -15,7 +15,11 @@ import { getQueryClient } from '@/app/_shell/providers/query-provider'
 import type { NormalizedBlockOutput } from '@/executor/types'
 import { type GeneralSettings, generalSettingsKeys } from '@/hooks/queries/general-settings'
 import { useExecutionStore } from '@/stores/execution'
-import { consolePersistence, loadConsoleData } from '@/stores/terminal/console/storage'
+import {
+  CONSOLE_STORAGE_VERSION,
+  consolePersistence,
+  loadConsoleData,
+} from '@/stores/terminal/console/storage'
 import type {
   ConsoleEntry,
   ConsoleEntryLocation,
@@ -644,6 +648,10 @@ export const useTerminalConsoleStore = create<ConsoleStore>()(
             updatedEntry.agentStreamThinking = update.agentStreamThinking
           }
 
+          if (update.clearAgentStreamThinking) {
+            updatedEntry.agentStreamThinking = undefined
+          }
+
           if (update.agentStreamToolCalls !== undefined) {
             updatedEntry.agentStreamToolCalls = update.agentStreamToolCalls
           }
@@ -852,6 +860,7 @@ if (typeof window !== 'undefined') {
   consolePersistence.bind(() => {
     const state = useTerminalConsoleStore.getState()
     return {
+      storageVersion: CONSOLE_STORAGE_VERSION,
       workflowEntries: state.workflowEntries,
       isOpen: state.isOpen,
     }
diff --git a/apps/sim/stores/terminal/console/types.ts b/apps/sim/stores/terminal/console/types.ts
index 08bdafb514b..e3daa33f0e6 100644
--- a/apps/sim/stores/terminal/console/types.ts
+++ b/apps/sim/stores/terminal/console/types.ts
@@ -66,6 +66,7 @@ export interface ConsoleUpdate {
   childWorkflowName?: string
   childWorkflowInstanceId?: string
   agentStreamThinking?: string
+  clearAgentStreamThinking?: boolean
   agentStreamToolCalls?: AgentStreamToolCall[]
   agentStreamActive?: boolean
 }
diff --git a/apps/sim/tools/index.test.ts b/apps/sim/tools/index.test.ts
index b50f66cfc81..d3895b9c367 100644
--- a/apps/sim/tools/index.test.ts
+++ b/apps/sim/tools/index.test.ts
@@ -11,6 +11,7 @@ import {
   createExecutionContext,
   createMockFetch,
   type ExecutionContext,
+  encryptionMockFns,
   environmentUtilsMockFns,
   inputValidationMock,
   inputValidationMockFns,
@@ -25,6 +26,11 @@ import {
 import { sleep } from '@sim/utils/helpers'
 import { afterAll, afterEach, beforeAll, beforeEach, describe, expect, it, vi } from 'vitest'
 import type { BillingAttributionSnapshot } from '@/lib/billing/core/billing-attribution'
+import {
+  ANONYMOUS_SECRET_TRACE_REPLACEMENT,
+  ResolvedSecretTraceRegistry,
+} from '@/executor/utils/resolved-secret-trace-registry'
+import { workflowExecutorTool } from '@/tools/workflow/executor'
 
 // Hoisted mock state - these are available to vi.mock factories
 const {
@@ -64,6 +70,11 @@ vi.mock('@/lib/auth/internal', () => ({
   generateInternalToken: (...args: unknown[]) => mockGenerateInternalToken(...args),
 }))
 
+vi.mock('@/lib/core/security/encryption', () => ({
+  decryptSecret: encryptionMockFns.mockDecryptSecret,
+  encryptSecret: encryptionMockFns.mockEncryptSecret,
+}))
+
 vi.mock('@/ee/access-control/utils/permission-check', () => ({
   assertPermissionsAllowed: vi.fn().mockResolvedValue(undefined),
   validateBlockType: vi.fn().mockResolvedValue(undefined),
@@ -98,6 +109,7 @@ vi.mock('@/lib/uploads/contexts/workspace/workspace-file-manager', () => ({
 // Mock the tools registry to avoid loading the full 4500+ line registry file.
 // Only the tools actually exercised in tests are provided.
 const mockRegistryTools: Record<string, any> = {
+  workflow_executor: workflowExecutorTool,
   http_request: {
     id: 'http_request',
     name: 'HTTP Request',
@@ -647,6 +659,267 @@ describe('executeTool Function', () => {
     )
   })
 
+  it('consumes Function secret provenance without exposing private transport metadata', async () => {
+    const registry = new ResolvedSecretTraceRegistry([
+      {
+        name: 'API_KEY',
+        plaintext: 'secret-value',
+        encryptedValue: 'encrypted-value',
+      },
+    ])
+    global.fetch = Object.assign(
+      vi.fn().mockResolvedValue(
+        new Response(
+          JSON.stringify({
+            success: true,
+            output: { result: 'secret-value', stdout: '' },
+            __resolvedSecretNames: ['API_KEY'],
+          }),
+          {
+            status: 200,
+            headers: {
+              'content-type': 'application/json',
+              'x-sim-private-tool-metadata': 'resolved-secret-names-v1',
+            },
+          }
+        )
+      ),
+      { preconnect: vi.fn() }
+    ) as typeof fetch
+
+    const result = await executeTool(
+      'function_execute',
+      {
+        code: 'return {{API_KEY}}',
+        envVars: { API_KEY: 'secret-value' },
+      },
+      { resolvedSecretTraceRegistry: registry }
+    )
+
+    const [, requestInit] = vi.mocked(global.fetch).mock.calls[0]
+    expect(new Headers(requestInit?.headers).get('x-sim-request-private-tool-metadata')).toBe(
+      'resolved-secret-names-v1'
+    )
+    expect(result.output).not.toHaveProperty('__resolvedSecretNames')
+    expect(registry.getActiveMatches()).toEqual([
+      { plaintext: 'secret-value', replacement: '{{API_KEY}}' },
+    ])
+  })
+
+  it('keeps the Function result unchanged when requested provenance is missing', async () => {
+    const registry = new ResolvedSecretTraceRegistry()
+    global.fetch = Object.assign(
+      vi
+        .fn()
+        .mockResolvedValue(
+          new Response(
+            JSON.stringify({ success: true, output: { result: 'unchanged', stdout: '' } }),
+            { status: 200, headers: { 'content-type': 'application/json' } }
+          )
+        ),
+      { preconnect: vi.fn() }
+    ) as typeof fetch
+
+    const result = await executeTool(
+      'function_execute',
+      { code: 'return "unchanged"', envVars: {} },
+      { resolvedSecretTraceRegistry: registry }
+    )
+
+    expect(result.success).toBe(true)
+    expect(result.output).toEqual({
+      success: true,
+      output: { result: 'unchanged', stdout: '' },
+    })
+    expect(registry.isComplete()).toBe(false)
+  })
+
+  it('filters cross-scope workflow provenance to literals present in the unchanged result', async () => {
+    const registry = new ResolvedSecretTraceRegistry([], {
+      userId: 'parent-user',
+      workspaceId: 'workspace-456',
+    })
+    encryptionMockFns.mockDecryptSecret.mockImplementation(async (encryptedValue: string) => ({
+      decrypted: encryptedValue === 'crossed-encrypted' ? 'crossed-secret' : 'unrelated-secret',
+    }))
+    const childOutput = {
+      answer: 'The child returned crossed-secret verbatim',
+      publicValue: 'unchanged',
+    }
+    global.fetch = Object.assign(
+      vi.fn().mockResolvedValue(
+        new Response(
+          JSON.stringify({
+            success: true,
+            workflowId: 'child-workflow',
+            workflowName: 'Child Workflow',
+            output: childOutput,
+            metadata: { duration: 17 },
+            __resolvedSecretTraceProvenance: {
+              version: 1,
+              complete: true,
+              entries: [
+                { name: 'CROSSED', encryptedValue: 'crossed-encrypted' },
+                { name: 'UNRELATED', encryptedValue: 'unrelated-encrypted' },
+              ],
+              scope: { userId: 'parent-user', workspaceId: 'child-workspace' },
+            },
+          }),
+          {
+            status: 200,
+            headers: {
+              'content-type': 'application/json',
+              'x-sim-private-tool-metadata': 'resolved-secret-provenance-v1',
+            },
+          }
+        )
+      ),
+      { preconnect: vi.fn() }
+    ) as typeof fetch
+
+    const result = await executeTool(
+      'workflow_executor_child-workflow',
+      { workflowId: 'child-workflow', inputMapping: {} },
+      {
+        executionContext: createToolExecutionContext({ userId: 'parent-user' }),
+        resolvedSecretTraceRegistry: registry,
+      }
+    )
+
+    expect(result).toEqual({
+      success: true,
+      duration: 17,
+      childWorkflowId: 'child-workflow',
+      childWorkflowName: 'Child Workflow',
+      output: childOutput,
+      result: childOutput,
+      error: undefined,
+      timing: {
+        startTime: expect.any(String),
+        endTime: expect.any(String),
+        duration: expect.any(Number),
+      },
+    })
+    expect(JSON.stringify(result)).not.toContain('__resolvedSecretTraceProvenance')
+    expect(registry.getActiveMatches()).toEqual([
+      {
+        plaintext: 'crossed-secret',
+        replacement: ANONYMOUS_SECRET_TRACE_REPLACEMENT,
+      },
+    ])
+    expect(registry.isComplete()).toBe(true)
+  })
+
+  it('does not charge private provenance against the functional response limit', async () => {
+    const registry = new ResolvedSecretTraceRegistry([], {
+      userId: 'parent-user',
+      workspaceId: 'workspace-456',
+    })
+    const functionalValue = 'f'.repeat(9 * 1024 * 1024)
+    const encryptedValue = 'e'.repeat(2 * 1024 * 1024)
+    encryptionMockFns.mockDecryptSecret.mockResolvedValueOnce({ decrypted: 'secret-value' })
+    global.fetch = Object.assign(
+      vi.fn().mockResolvedValue(
+        new Response(
+          JSON.stringify({
+            success: true,
+            workflowId: 'child-workflow',
+            workflowName: 'Child Workflow',
+            output: { value: functionalValue },
+            metadata: { duration: 17 },
+            __resolvedSecretTraceProvenance: {
+              version: 1,
+              complete: true,
+              entries: [{ name: 'TOKEN', encryptedValue }],
+              scope: { userId: 'parent-user', workspaceId: 'workspace-456' },
+            },
+          }),
+          {
+            status: 200,
+            headers: {
+              'content-type': 'application/json',
+              'x-sim-private-tool-metadata': 'resolved-secret-provenance-v1',
+            },
+          }
+        )
+      ),
+      { preconnect: vi.fn() }
+    ) as typeof fetch
+
+    const result = await executeTool(
+      'workflow_executor_child-workflow',
+      { workflowId: 'child-workflow', inputMapping: {} },
+      {
+        executionContext: createToolExecutionContext({ userId: 'parent-user' }),
+        resolvedSecretTraceRegistry: registry,
+      }
+    )
+
+    expect(result.success).toBe(true)
+    expect((result.output as { value: string }).value).toHaveLength(functionalValue.length)
+    expect(result).not.toHaveProperty('__resolvedSecretTraceProvenance')
+    expect(result.output).not.toHaveProperty('__resolvedSecretTraceProvenance')
+    expect(registry.isComplete()).toBe(true)
+  })
+
+  it('strips private metadata even when an internal endpoint returns the wrong marker', async () => {
+    const registry = new ResolvedSecretTraceRegistry()
+    global.fetch = Object.assign(
+      vi.fn().mockResolvedValue(
+        new Response(
+          JSON.stringify({
+            success: true,
+            output: { result: 'unchanged' },
+            __resolvedSecretTraceProvenance: { version: 1, complete: true, entries: [] },
+          }),
+          {
+            status: 200,
+            headers: {
+              'content-type': 'application/json',
+              'x-sim-private-tool-metadata': 'resolved-secret-provenance-v1',
+            },
+          }
+        )
+      ),
+      { preconnect: vi.fn() }
+    ) as typeof fetch
+
+    const result = await executeTool(
+      'function_execute',
+      { code: 'return "unchanged"', envVars: {} },
+      { resolvedSecretTraceRegistry: registry }
+    )
+
+    expect(JSON.stringify(result)).not.toContain('__resolvedSecretTraceProvenance')
+    expect(registry.isComplete()).toBe(false)
+  })
+
+  it('fails closed when a marked private response envelope is malformed', async () => {
+    const registry = new ResolvedSecretTraceRegistry()
+    global.fetch = Object.assign(
+      vi.fn().mockResolvedValue(
+        new Response('{"__resolvedSecretNames":["API_KEY"],"value":"secret-value"', {
+          status: 500,
+          headers: {
+            'content-type': 'application/json',
+            'x-sim-private-tool-metadata': 'resolved-secret-names-v1',
+          },
+        })
+      ),
+      { preconnect: vi.fn() }
+    ) as typeof fetch
+
+    const result = await executeTool(
+      'function_execute',
+      { code: 'return "unchanged"', envVars: { API_KEY: 'secret-value' } },
+      { resolvedSecretTraceRegistry: registry }
+    )
+
+    expect(JSON.stringify(result)).not.toContain('secret-value')
+    expect(JSON.stringify(result)).not.toContain('__resolvedSecretNames')
+    expect(registry.isComplete()).toBe(false)
+  })
+
   it('should handle non-existent tool', async () => {
     vi.spyOn(console, 'error').mockImplementation(() => {})
 
@@ -1914,6 +2187,180 @@ describe('MCP Tool Execution', () => {
     expect(result.timing).toBeDefined()
   })
 
+  it('consumes marker-gated MCP provenance while leaving the tool result unchanged', async () => {
+    const registry = new ResolvedSecretTraceRegistry([], {
+      userId: 'test-user',
+      workspaceId: 'workspace-456',
+    })
+    const importProvenance = vi.spyOn(registry, 'importProvenance')
+    encryptionMockFns.mockDecryptSecret.mockResolvedValueOnce({ decrypted: 'secret-value' })
+    global.fetch = Object.assign(
+      vi.fn().mockResolvedValue(
+        new Response(
+          JSON.stringify({
+            success: true,
+            data: { output: { content: [{ type: 'text', text: 'secret-value' }] } },
+            __resolvedSecretTraceProvenance: {
+              version: 1,
+              complete: true,
+              entries: [{ name: 'MCP_TOKEN', encryptedValue: 'encrypted-token' }],
+              scope: { userId: 'test-user', workspaceId: 'workspace-456' },
+            },
+          }),
+          {
+            status: 200,
+            headers: {
+              'content-type': 'application/json',
+              'x-sim-private-tool-metadata': 'resolved-secret-provenance-v1',
+            },
+          }
+        )
+      ),
+      { preconnect: vi.fn() }
+    ) as typeof fetch
+
+    const result = await executeTool(
+      'mcp-123-list_files',
+      { path: '/test' },
+      {
+        executionContext: createToolExecutionContext(),
+        resolvedSecretTraceRegistry: registry,
+      }
+    )
+
+    const [, requestInit] = vi.mocked(global.fetch).mock.calls[0]
+    expect(new Headers(requestInit?.headers).get('x-sim-request-private-tool-metadata')).toBe(
+      'resolved-secret-provenance-v1'
+    )
+    expect(result.output).toEqual({ content: [{ type: 'text', text: 'secret-value' }] })
+    expect(JSON.stringify(result)).not.toContain('__resolvedSecretTraceProvenance')
+    expect(importProvenance).toHaveBeenCalledTimes(1)
+    expect(importProvenance).toHaveBeenCalledWith(
+      {
+        version: 1,
+        complete: true,
+        entries: [{ name: 'MCP_TOKEN', encryptedValue: 'encrypted-token' }],
+        scope: { userId: 'test-user', workspaceId: 'workspace-456' },
+      },
+      { trusted: true }
+    )
+    expect(encryptionMockFns.mockDecryptSecret).toHaveBeenCalledWith('encrypted-token')
+    expect(registry.isComplete()).toBe(true)
+    expect(registry.getActiveMatches()).toEqual([
+      { plaintext: 'secret-value', replacement: '{{MCP_TOKEN}}' },
+    ])
+  })
+
+  it('rejects unmarked MCP provenance instead of trusting a response body field', async () => {
+    const registry = new ResolvedSecretTraceRegistry()
+    global.fetch = Object.assign(
+      vi.fn().mockResolvedValue(
+        new Response(
+          JSON.stringify({
+            success: true,
+            data: { output: { content: [{ type: 'text', text: 'unchanged' }] } },
+            __resolvedSecretTraceProvenance: {
+              version: 1,
+              complete: true,
+              entries: [{ name: 'MCP_TOKEN', encryptedValue: 'untrusted-encrypted-token' }],
+            },
+          }),
+          { status: 200, headers: { 'content-type': 'application/json' } }
+        )
+      ),
+      { preconnect: vi.fn() }
+    ) as typeof fetch
+
+    const result = await executeTool(
+      'mcp-123-list_files',
+      { path: '/test' },
+      {
+        executionContext: createToolExecutionContext(),
+        resolvedSecretTraceRegistry: registry,
+      }
+    )
+
+    expect(result.success).toBe(true)
+    expect(JSON.stringify(result)).not.toContain('__resolvedSecretTraceProvenance')
+    expect(registry.getActiveMatches()).toEqual([])
+    expect(registry.isComplete()).toBe(false)
+  })
+
+  it('preserves MCP error semantics while stripping marked private provenance', async () => {
+    const registry = new ResolvedSecretTraceRegistry()
+    global.fetch = Object.assign(
+      vi.fn().mockResolvedValue(
+        new Response(
+          JSON.stringify({
+            error: 'provider error detail',
+            __resolvedSecretTraceProvenance: { version: 1, complete: true, entries: [] },
+          }),
+          {
+            status: 500,
+            headers: {
+              'content-type': 'application/json',
+              'x-sim-private-tool-metadata': 'resolved-secret-provenance-v1',
+            },
+          }
+        )
+      ),
+      { preconnect: vi.fn() }
+    ) as typeof fetch
+
+    const result = await executeTool(
+      'mcp-123-list_files',
+      { path: '/test' },
+      {
+        executionContext: createToolExecutionContext(),
+        resolvedSecretTraceRegistry: registry,
+      }
+    )
+
+    expect(result).toMatchObject({ success: false, error: 'provider error detail' })
+    expect(JSON.stringify(result)).not.toContain('__resolvedSecretTraceProvenance')
+    expect(registry.isComplete()).toBe(true)
+  })
+
+  it('accepts MCP responses above the generic tool cap while stripping private metadata', async () => {
+    const registry = new ResolvedSecretTraceRegistry()
+    global.fetch = Object.assign(
+      vi.fn().mockResolvedValue(
+        new Response(
+          JSON.stringify({
+            success: true,
+            data: { output: { content: [{ type: 'text', text: 'unchanged' }] } },
+            __resolvedSecretTraceProvenance: { version: 1, complete: true, entries: [] },
+          }),
+          {
+            status: 200,
+            headers: {
+              'content-length': String(10 * 1024 * 1024 + 1),
+              'content-type': 'application/json',
+              'x-sim-private-tool-metadata': 'resolved-secret-provenance-v1',
+            },
+          }
+        )
+      ),
+      { preconnect: vi.fn() }
+    ) as typeof fetch
+
+    const result = await executeTool(
+      'mcp-123-list_files',
+      { path: '/test' },
+      {
+        executionContext: createToolExecutionContext(),
+        resolvedSecretTraceRegistry: registry,
+      }
+    )
+
+    expect(result).toMatchObject({
+      success: true,
+      output: { content: [{ type: 'text', text: 'unchanged' }] },
+    })
+    expect(JSON.stringify(result)).not.toContain('__resolvedSecretTraceProvenance')
+    expect(registry.isComplete()).toBe(true)
+  })
+
   it('should handle MCP tool ID parsing correctly', async () => {
     global.fetch = Object.assign(
       vi.fn().mockImplementation(async (url, options) => {
diff --git a/apps/sim/tools/index.ts b/apps/sim/tools/index.ts
index 887bbc21416..9944a58a474 100644
--- a/apps/sim/tools/index.ts
+++ b/apps/sim/tools/index.ts
@@ -28,6 +28,17 @@ import { getBaseUrl, getInternalApiBaseUrl } from '@/lib/core/utils/urls'
 import { isUserFile } from '@/lib/core/utils/user-file'
 import { isSameOrigin } from '@/lib/core/utils/validation'
 import { SIM_VIA_HEADER, serializeCallChain } from '@/lib/execution/call-chain'
+import {
+  getPrivateToolMetadataField,
+  isPrivateToolMetadataType,
+  PRIVATE_TOOL_METADATA_REQUEST_HEADER,
+  PRIVATE_TOOL_METADATA_RESPONSE_HEADER,
+  type PrivateToolMetadataType,
+  RESOLVED_SECRET_NAMES_FIELD,
+  RESOLVED_SECRET_NAMES_METADATA_V1,
+  RESOLVED_SECRET_PROVENANCE_FIELD,
+  RESOLVED_SECRET_PROVENANCE_METADATA_V1,
+} from '@/lib/execution/private-tool-metadata'
 import { parseMcpToolId } from '@/lib/mcp/utils'
 import { hostedKeyMetrics } from '@/lib/monitoring/metrics'
 import { resolveWorkspaceFileReference } from '@/lib/uploads/contexts/workspace/workspace-file-manager'
@@ -36,6 +47,7 @@ import { isCustomTool, isMcpTool } from '@/executor/constants'
 import { resolveSkillContent } from '@/executor/handlers/agent/skills-resolver'
 import type { ExecutionContext, UserFile } from '@/executor/types'
 import { resolveEnvVarReferences } from '@/executor/utils/reference-validation'
+import type { ResolvedSecretTraceRegistry } from '@/executor/utils/resolved-secret-trace-registry'
 import type { ErrorInfo } from '@/tools/error-extractors'
 import { extractErrorMessage } from '@/tools/error-extractors'
 import { HostedKeyRateLimitedError, HostedKeyUnavailableError } from '@/tools/errors'
@@ -205,7 +217,8 @@ async function normalizeCopilotFileParams(
 async function resolveCopilotEnvReferences(
   tool: ToolConfig,
   params: Record<string, unknown>,
-  scope: ToolExecutionScope
+  scope: ToolExecutionScope,
+  resolvedSecretTraceRegistry?: ResolvedSecretTraceRegistry
 ): Promise<void> {
   if (!scope.copilotToolExecution) {
     return
@@ -238,6 +251,9 @@ async function resolveCopilotEnvReferences(
     const resolved = resolveEnvVarReferences(value, envVars, {
       allowEmbedded: false,
       missingKeys,
+      onResolved: (name, resolvedValue) => {
+        resolvedSecretTraceRegistry?.recordResolved(name, resolvedValue)
+      },
     })
     if (missingKeys.length > 0) {
       const scopeHint = scope.workspaceId
@@ -796,6 +812,7 @@ import { normalizeToolId } from '@/tools/normalize'
  */
 const MAX_REQUEST_BODY_SIZE_BYTES = 10 * 1024 * 1024 // 10MB
 const MAX_TOOL_RESPONSE_BODY_BYTES = 10 * 1024 * 1024 // 10MB
+const MAX_PRIVATE_TOOL_METADATA_OVERHEAD_BYTES = 10 * 1024 * 1024 // 10MB
 
 /**
  * User-friendly error message for body size limit exceeded
@@ -909,11 +926,12 @@ async function readToolResponseBody(
     requestId: string
     toolId: string
     signal?: AbortSignal
+    maxBytes?: number
   }
 ): Promise<Buffer> {
   try {
     return await readResponseToBufferWithLimit(response, {
-      maxBytes: MAX_TOOL_RESPONSE_BODY_BYTES,
+      maxBytes: options.maxBytes ?? MAX_TOOL_RESPONSE_BODY_BYTES,
       label: `${options.toolId} response body`,
       signal: options.signal,
       allowNoBodyFallback: true,
@@ -1014,6 +1032,185 @@ export interface ExecuteToolOptions {
   skipPostProcess?: boolean
   executionContext?: ExecutionContext
   signal?: AbortSignal
+  resolvedSecretTraceRegistry?: ResolvedSecretTraceRegistry
+}
+
+interface PrivateToolResponseMetadataResult {
+  response: Response
+  consumed: boolean
+}
+
+function consumeResolvedSecretNames(
+  payload: unknown,
+  params: Record<string, any>,
+  registry?: ResolvedSecretTraceRegistry
+): void {
+  if (!payload || typeof payload !== 'object' || Array.isArray(payload)) return
+
+  const response = payload as Record<string, unknown>
+  if (!Object.hasOwn(response, RESOLVED_SECRET_NAMES_FIELD)) return
+
+  const names = response[RESOLVED_SECRET_NAMES_FIELD]
+  response[RESOLVED_SECRET_NAMES_FIELD] = undefined
+  if (!registry) return
+
+  if (!Array.isArray(names) || !names.every((name) => typeof name === 'string')) {
+    registry.markIncomplete()
+    return
+  }
+
+  const envVars = params.envVars
+  if (!envVars || typeof envVars !== 'object' || Array.isArray(envVars)) {
+    registry.markIncomplete()
+    return
+  }
+
+  for (const name of names) {
+    const value = (envVars as Record<string, unknown>)[name]
+    if (typeof value !== 'string') {
+      registry.markIncomplete()
+      continue
+    }
+    registry.recordResolved(name, value)
+  }
+}
+
+async function consumeResolvedSecretProvenance(
+  payload: unknown,
+  registry?: ResolvedSecretTraceRegistry
+): Promise<boolean> {
+  if (!payload || typeof payload !== 'object' || Array.isArray(payload)) return false
+
+  const response = payload as Record<string, unknown>
+  if (!Object.hasOwn(response, RESOLVED_SECRET_PROVENANCE_FIELD)) return false
+
+  const provenance = response[RESOLVED_SECRET_PROVENANCE_FIELD]
+  response[RESOLVED_SECRET_PROVENANCE_FIELD] = undefined
+  if (registry) {
+    await registry.importCrossingProvenance(provenance, response, { trusted: true })
+  }
+  return true
+}
+
+function rebuildResponseWithoutPrivateToolMetadata(
+  response: Response,
+  payload: Record<string, unknown>
+): Response {
+  payload[RESOLVED_SECRET_NAMES_FIELD] = undefined
+  payload[RESOLVED_SECRET_PROVENANCE_FIELD] = undefined
+  const headers = new Headers(response.headers)
+  headers.delete('content-length')
+  headers.delete(PRIVATE_TOOL_METADATA_RESPONSE_HEADER)
+  return new Response(JSON.stringify(payload), {
+    status: response.status,
+    statusText: response.statusText,
+    headers,
+  })
+}
+
+function rebuildSafePrivateToolResponse(response: Response): Response {
+  const headers = new Headers(response.headers)
+  headers.delete('content-length')
+  headers.delete(PRIVATE_TOOL_METADATA_RESPONSE_HEADER)
+  headers.set('content-type', 'application/json')
+  return new Response(
+    JSON.stringify({
+      success: false,
+      error: 'Internal tool response metadata could not be verified',
+    }),
+    {
+      status: response.status,
+      statusText: response.statusText,
+      headers,
+    }
+  )
+}
+
+async function consumePrivateToolPayloadMetadata(
+  payload: unknown,
+  headers: Headers,
+  requestedType: PrivateToolMetadataType | undefined,
+  params: Record<string, any>,
+  registry?: ResolvedSecretTraceRegistry
+): Promise<boolean> {
+  if (!requestedType) return true
+
+  const metadataType = headers.get(PRIVATE_TOOL_METADATA_RESPONSE_HEADER)
+  if (!payload || typeof payload !== 'object' || Array.isArray(payload)) {
+    registry?.markIncomplete()
+    return false
+  }
+
+  const record = payload as Record<string, unknown>
+  const markerMatches = metadataType === requestedType
+  if (!markerMatches) {
+    registry?.markIncomplete()
+  } else {
+    const metadataKey = getPrivateToolMetadataField(metadataType)
+    if (!Object.hasOwn(record, metadataKey)) {
+      registry?.markIncomplete()
+    } else {
+      try {
+        if (metadataType === RESOLVED_SECRET_NAMES_METADATA_V1) {
+          consumeResolvedSecretNames(record, params, registry)
+        } else {
+          await consumeResolvedSecretProvenance(record, registry)
+        }
+      } catch {
+        registry?.markIncomplete()
+      }
+    }
+  }
+
+  record[RESOLVED_SECRET_NAMES_FIELD] = undefined
+  record[RESOLVED_SECRET_PROVENANCE_FIELD] = undefined
+  return markerMatches
+}
+
+async function consumePrivateToolResponseMetadata(
+  response: Response,
+  requestedType: PrivateToolMetadataType | undefined,
+  params: Record<string, any>,
+  registry?: ResolvedSecretTraceRegistry
+): Promise<PrivateToolResponseMetadataResult> {
+  if (!requestedType) return { response, consumed: true }
+  const metadataType = response.headers.get(PRIVATE_TOOL_METADATA_RESPONSE_HEADER)
+
+  let payload: unknown
+  try {
+    payload = await response.clone().json()
+  } catch {
+    registry?.markIncomplete()
+    return isPrivateToolMetadataType(metadataType)
+      ? { response: rebuildSafePrivateToolResponse(response), consumed: false }
+      : { response, consumed: false }
+  }
+
+  if (!payload || typeof payload !== 'object' || Array.isArray(payload)) {
+    registry?.markIncomplete()
+    return isPrivateToolMetadataType(metadataType)
+      ? { response: rebuildSafePrivateToolResponse(response), consumed: false }
+      : { response, consumed: false }
+  }
+
+  const record = payload as Record<string, unknown>
+  const hadPrivateMetadata =
+    Object.hasOwn(record, RESOLVED_SECRET_NAMES_FIELD) ||
+    Object.hasOwn(record, RESOLVED_SECRET_PROVENANCE_FIELD)
+  const consumed = await consumePrivateToolPayloadMetadata(
+    record,
+    response.headers,
+    requestedType,
+    params,
+    registry
+  )
+
+  if (!consumed && !hadPrivateMetadata) return { response, consumed: false }
+
+  return {
+    response: rebuildResponseWithoutPrivateToolMetadata(response, record),
+    consumed,
+  }
 }
 
 /**
@@ -1025,7 +1222,20 @@ export async function executeTool(
   params: Record<string, any>,
   options: ExecuteToolOptions = {}
 ): Promise<ToolResponse> {
-  const { skipPostProcess = false, executionContext, signal } = options
+  const {
+    skipPostProcess = false,
+    executionContext,
+    signal,
+    resolvedSecretTraceRegistry: explicitResolvedSecretTraceRegistry,
+  } = options
+  const resolvedSecretTraceRegistry =
+    explicitResolvedSecretTraceRegistry ?? executionContext?.resolvedSecretTraceRegistry
+  const executeNestedTool: typeof executeTool = (nestedToolId, nestedParams, nestedOptions = {}) =>
+    executeTool(nestedToolId, nestedParams, {
+      ...nestedOptions,
+      resolvedSecretTraceRegistry:
+        nestedOptions.resolvedSecretTraceRegistry ?? resolvedSecretTraceRegistry,
+    })
   // Fall back to the workflow execution's abort signal so plan-based execution timeouts
   // and cancellation propagate to tool fetches when the caller passes no explicit signal.
   const effectiveSignal = signal ?? executionContext?.abortSignal
@@ -1053,6 +1263,13 @@ export async function executeTool(
           : isMcpTool(normalizedToolId)
             ? 'mcp'
             : undefined
+    const privateToolMetadataType: PrivateToolMetadataType | undefined =
+      resolvedSecretTraceRegistry && normalizedToolId === 'workflow_executor'
+        ? RESOLVED_SECRET_PROVENANCE_METADATA_V1
+        : resolvedSecretTraceRegistry &&
+            (normalizedToolId === 'function_execute' || toolKind === 'custom')
+          ? RESOLVED_SECRET_NAMES_METADATA_V1
+          : undefined
 
     // Runs for ALL tools (not just kinded ones) so the per-tool `deniedTools`
     // denylist is enforced alongside the existing mcp/custom/skill gates.
@@ -1105,7 +1322,8 @@ export async function executeTool(
         executionContext,
         requestId,
         startTimeISO,
-        effectiveSignal
+        effectiveSignal,
+        resolvedSecretTraceRegistry
       )
     } else {
       // For built-in tools, use the synchronous version
@@ -1135,7 +1353,7 @@ export async function executeTool(
     await normalizeCopilotFileParams(tool, contextParams, scope)
     normalizeCopilotCredentialParams(contextParams)
     enforceCopilotCredentialSelection(toolId, tool, contextParams, scope)
-    await resolveCopilotEnvReferences(tool, contextParams, scope)
+    await resolveCopilotEnvReferences(tool, contextParams, scope, resolvedSecretTraceRegistry)
 
     // Inject hosted API key if tool supports it and user didn't provide one
     const hostedKeyInfo = await injectHostedKeyIfNeeded(
@@ -1290,7 +1508,10 @@ export async function executeTool(
             requestId,
           },
         },
-        { abortSignal: effectiveSignal }
+        {
+          abortSignal: effectiveSignal,
+          resolvedSecretTraceRegistry,
+        }
       )
       const endTime = new Date()
       return {
@@ -1315,7 +1536,7 @@ export async function executeTool(
       let finalResult = result
       if (tool.postProcess && result.success && !skipPostProcess) {
         try {
-          finalResult = await tool.postProcess(result, contextParams, executeTool)
+          finalResult = await tool.postProcess(result, contextParams, executeNestedTool)
         } catch (error) {
           logger.error(`[${requestId}] Post-processing error for ${toolId}:`, {
             error: toError(error).message,
@@ -1362,7 +1583,15 @@ export async function executeTool(
     // Wrap with retry logic for hosted keys to handle rate limiting due to higher usage
     const result = hostedKeyInfo.isUsingHostedKey
       ? await executeWithRetry(
-          () => executeToolRequest(toolId, tool, contextParams, effectiveSignal),
+          () =>
+            executeToolRequest(
+              toolId,
+              tool,
+              contextParams,
+              effectiveSignal,
+              privateToolMetadataType,
+              resolvedSecretTraceRegistry
+            ),
           {
             requestId,
             toolId,
@@ -1380,17 +1609,32 @@ export async function executeTool(
               // Re-point metric labels at the freshly acquired key.
               hostedKeyInfo.envVarName = reacquiredEnvVar
               if (hostedKeyForMetrics) hostedKeyForMetrics.key = reacquiredEnvVar
-              return () => executeToolRequest(toolId, tool, contextParams, effectiveSignal)
+              return () =>
+                executeToolRequest(
+                  toolId,
+                  tool,
+                  contextParams,
+                  effectiveSignal,
+                  privateToolMetadataType,
+                  resolvedSecretTraceRegistry
+                )
             },
           }
         )
-      : await executeToolRequest(toolId, tool, contextParams, effectiveSignal)
+      : await executeToolRequest(
+          toolId,
+          tool,
+          contextParams,
+          effectiveSignal,
+          privateToolMetadataType,
+          resolvedSecretTraceRegistry
+        )
 
     // Apply post-processing if available and not skipped
     let finalResult = result
     if (tool.postProcess && result.success && !skipPostProcess) {
       try {
-        finalResult = await tool.postProcess(result, contextParams, executeTool)
+        finalResult = await tool.postProcess(result, contextParams, executeNestedTool)
       } catch (error) {
         logger.error(`[${requestId}] Post-processing error for ${toolId}:`, {
           error: toError(error).message,
@@ -1680,11 +1924,14 @@ async function executeToolRequest(
   toolId: string,
   tool: ToolConfig,
   params: Record<string, any>,
-  signal?: AbortSignal
+  signal?: AbortSignal,
+  privateToolMetadataType?: PrivateToolMetadataType,
+  resolvedSecretTraceRegistry?: ResolvedSecretTraceRegistry
 ): Promise<ToolResponse> {
   const requestId = generateRequestId()
 
   const requestParams = formatRequestParams(tool, params)
+  let privateMetadataConsumed = privateToolMetadataType === undefined
 
   try {
     const endpointUrl =
@@ -1750,6 +1997,9 @@ async function executeToolRequest(
         serializeBillingAttributionHeader(params._context.billingAttribution)
       )
     }
+    if (isInternalRoute && privateToolMetadataType) {
+      headers.set(PRIVATE_TOOL_METADATA_REQUEST_HEADER, privateToolMetadataType)
+    }
 
     const shouldPropagateCallChain = isInternalRoute || isSelfOriginUrl(fullUrl)
     if (shouldPropagateCallChain) {
@@ -1828,6 +2078,12 @@ async function executeToolRequest(
                 requestId,
                 toolId,
                 signal: controller.signal,
+                ...(privateToolMetadataType
+                  ? {
+                      maxBytes:
+                        MAX_TOOL_RESPONSE_BODY_BYTES + MAX_PRIVATE_TOOL_METADATA_OVERHEAD_BYTES,
+                    }
+                  : {}),
               })
               response = new Response(new Uint8Array(bodyBuffer), {
                 status: internalResponse.status,
@@ -1965,6 +2221,28 @@ async function executeToolRequest(
       throw lastError ?? new Error(`Request failed for ${toolId}`)
     }
 
+    const privateMetadata = await consumePrivateToolResponseMetadata(
+      response,
+      privateToolMetadataType,
+      params,
+      resolvedSecretTraceRegistry
+    )
+    response = privateMetadata.response
+    privateMetadataConsumed = privateMetadata.consumed
+
+    if (privateToolMetadataType) {
+      const functionalBody = await readToolResponseBody(response, {
+        requestId,
+        toolId,
+        signal,
+      })
+      response = new Response(new Uint8Array(functionalBody), {
+        status: response.status,
+        statusText: response.statusText,
+        headers: cloneResponseHeaders(response.headers),
+      })
+    }
+
     if (!response.ok) {
       let errorData: any
       try {
@@ -2079,6 +2357,9 @@ async function executeToolRequest(
       error: undefined,
     }
   } catch (error: any) {
+    if (privateToolMetadataType && !privateMetadataConsumed) {
+      resolvedSecretTraceRegistry?.markIncomplete()
+    }
     handleResponseSizeLimitError(error, requestId, toolId)
 
     // Check if this is a body size limit error and throw user-friendly message
@@ -2175,7 +2456,8 @@ async function executeMcpTool(
   executionContext?: ExecutionContext,
   requestId?: string,
   startTimeISO?: string,
-  signal?: AbortSignal
+  signal?: AbortSignal,
+  resolvedSecretTraceRegistry?: ResolvedSecretTraceRegistry
 ): Promise<ToolResponse> {
   const actualRequestId = requestId || generateRequestId()
   const actualStartTime = startTimeISO || new Date().toISOString()
@@ -2190,6 +2472,9 @@ async function executeMcpTool(
     const mcpScope = resolveToolScope(params, executionContext)
 
     const headers: Record<string, string> = { 'Content-Type': 'application/json' }
+    if (resolvedSecretTraceRegistry) {
+      headers[PRIVATE_TOOL_METADATA_REQUEST_HEADER] = RESOLVED_SECRET_PROVENANCE_METADATA_V1
+    }
 
     if (typeof window === 'undefined') {
       try {
@@ -2312,10 +2597,18 @@ async function executeMcpTool(
 
       try {
         const errorData = await response.json()
+        await consumePrivateToolPayloadMetadata(
+          errorData,
+          response.headers,
+          resolvedSecretTraceRegistry ? RESOLVED_SECRET_PROVENANCE_METADATA_V1 : undefined,
+          params,
+          resolvedSecretTraceRegistry
+        )
         if (errorData.error) {
           errorMessage = errorData.error
         }
       } catch {
+        resolvedSecretTraceRegistry?.markIncomplete()
         // Failed to parse error response, use default message
       }
 
@@ -2332,6 +2625,13 @@ async function executeMcpTool(
     }
 
     const result = await response.json()
+    await consumePrivateToolPayloadMetadata(
+      result,
+      response.headers,
+      resolvedSecretTraceRegistry ? RESOLVED_SECRET_PROVENANCE_METADATA_V1 : undefined,
+      params,
+      resolvedSecretTraceRegistry
+    )
 
     if (!result.success) {
       return {
@@ -2358,6 +2658,7 @@ async function executeMcpTool(
       },
     }
   } catch (error) {
+    resolvedSecretTraceRegistry?.markIncomplete()
     const endTime = new Date()
     const endTimeISO = endTime.toISOString()
     const duration = endTime.getTime() - new Date(actualStartTime).getTime()
diff --git a/packages/testing/src/mocks/environment-utils.mock.test.ts b/packages/testing/src/mocks/environment-utils.mock.test.ts
index 389a89fa3f6..c36272aad58 100644
--- a/packages/testing/src/mocks/environment-utils.mock.test.ts
+++ b/packages/testing/src/mocks/environment-utils.mock.test.ts
@@ -24,6 +24,14 @@ describe('environment-utils mock', () => {
       conflicts: [],
       decryptionFailures: [],
     })
+    await expect(environmentUtilsMock.getEffectiveEnvironmentSnapshot('user-1')).resolves.toEqual({
+      personalEncrypted: {},
+      workspaceEncrypted: {},
+      personalDecrypted: {},
+      workspaceDecrypted: {},
+      conflicts: [],
+      decryptionFailures: [],
+    })
     await expect(environmentUtilsMock.upsertPersonalEnvVars('user-1', {})).resolves.toEqual({
       added: [],
       updated: [],
diff --git a/packages/testing/src/mocks/environment-utils.mock.ts b/packages/testing/src/mocks/environment-utils.mock.ts
index 40c07de5391..69b12c37b32 100644
--- a/packages/testing/src/mocks/environment-utils.mock.ts
+++ b/packages/testing/src/mocks/environment-utils.mock.ts
@@ -36,6 +36,9 @@ export const environmentUtilsMockFns = {
   mockGetPersonalAndWorkspaceEnv: vi
     .fn()
     .mockImplementation(async () => emptyPersonalAndWorkspaceEnv()),
+  mockGetEffectiveEnvironmentSnapshot: vi
+    .fn()
+    .mockImplementation(async () => emptyPersonalAndWorkspaceEnv()),
   mockUpsertPersonalEnvVars: vi.fn().mockResolvedValue({ added: [], updated: [] }),
   mockUpsertWorkspaceEnvVars: vi.fn().mockResolvedValue([]),
   mockGetEffectiveDecryptedEnv: vi.fn().mockResolvedValue({}),
@@ -52,6 +55,9 @@ export function resetEnvironmentUtilsMock(): void {
   environmentUtilsMockFns.mockGetPersonalAndWorkspaceEnv
     .mockReset()
     .mockImplementation(async () => emptyPersonalAndWorkspaceEnv())
+  environmentUtilsMockFns.mockGetEffectiveEnvironmentSnapshot
+    .mockReset()
+    .mockImplementation(async () => emptyPersonalAndWorkspaceEnv())
   environmentUtilsMockFns.mockUpsertPersonalEnvVars
     .mockReset()
     .mockResolvedValue({ added: [], updated: [] })
@@ -73,6 +79,7 @@ export const environmentUtilsMock = {
     environmentUtilsMockFns.mockInvalidateEffectiveDecryptedEnvCache,
   getEnvironmentVariableKeys: environmentUtilsMockFns.mockGetEnvironmentVariableKeys,
   getPersonalAndWorkspaceEnv: environmentUtilsMockFns.mockGetPersonalAndWorkspaceEnv,
+  getEffectiveEnvironmentSnapshot: environmentUtilsMockFns.mockGetEffectiveEnvironmentSnapshot,
   upsertPersonalEnvVars: environmentUtilsMockFns.mockUpsertPersonalEnvVars,
   upsertWorkspaceEnvVars: environmentUtilsMockFns.mockUpsertWorkspaceEnvVars,
   getEffectiveDecryptedEnv: environmentUtilsMockFns.mockGetEffectiveDecryptedEnv,

From 47e8f1eb5bde4e07368aded2ebcfd8d84bb49d89 Mon Sep 17 00:00:00 2001
From: Waleed <walif6@gmail.com>
Date: Sat, 1 Aug 2026 16:53:46 -0700
Subject: [PATCH 11/30] fix(ssh/sftp): cap remote file reads on received bytes,
 not stat() size (#6168)
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

The SFTP/SSH download routes buffered a remote file into memory with the
only size guard being sftp.stat().size — a value the caller-supplied SSH
server controls. A server that reports a tiny size and then streams
endlessly drove unbounded heap growth until OOM.

Read through the existing readNodeStreamToBufferWithLimit limiter, which
enforces the cap on bytes actually received and destroys the stream on
breach, via a small readSftpFileCapped wrapper in sftp/utils. All four
SFTP-reading tool routes now share it — download, download-file,
read-file-content, and the append path of write-file-content, which had
no cap at all.

The wrapper keeps a no-op error listener on the stream for its whole
life: ssh2 rejects still-pending SFTP requests when the channel closes,
which arrives as a late error event after the limiter has detached its
own handlers, and an error event with no listener would take the process
down. Too-large responses now return 413 to match how the rest of the
routes surface PayloadSizeLimitError, and responses report the actual
byte count rather than the server-reported stat size.
---
 apps/sim/app/api/tools/sftp/download/route.ts | 40 ++++++-----
 apps/sim/app/api/tools/sftp/utils.test.ts     | 72 +++++++++++++++++++
 apps/sim/app/api/tools/sftp/utils.ts          | 31 ++++++++
 .../app/api/tools/ssh/download-file/route.ts  | 39 +++++-----
 .../api/tools/ssh/read-file-content/route.ts  | 40 ++++-------
 .../api/tools/ssh/write-file-content/route.ts | 36 +++++-----
 6 files changed, 178 insertions(+), 80 deletions(-)
 create mode 100644 apps/sim/app/api/tools/sftp/utils.test.ts

diff --git a/apps/sim/app/api/tools/sftp/download/route.ts b/apps/sim/app/api/tools/sftp/download/route.ts
index 5ba713c1065..8b1bd70680f 100644
--- a/apps/sim/app/api/tools/sftp/download/route.ts
+++ b/apps/sim/app/api/tools/sftp/download/route.ts
@@ -6,9 +6,17 @@ import { sftpDownloadContract } from '@/lib/api/contracts/storage-transfer'
 import { parseRequest } from '@/lib/api/server'
 import { checkInternalAuth } from '@/lib/auth/hybrid'
 import { generateRequestId } from '@/lib/core/utils/request'
+import { isPayloadSizeLimitError } from '@/lib/core/utils/stream-limits'
 import { withRouteHandler } from '@/lib/core/utils/with-route-handler'
 import { getFileExtension, getMimeTypeFromExtension } from '@/lib/uploads/utils/file-utils'
-import { createSftpConnection, getSftp, isPathSafe, sanitizePath } from '@/app/api/tools/sftp/utils'
+import {
+  createSftpConnection,
+  getSftp,
+  isPathSafe,
+  MAX_SFTP_READ_BYTES,
+  readSftpFileCapped,
+  sanitizePath,
+} from '@/app/api/tools/sftp/utils'
 
 export const dynamic = 'force-dynamic'
 
@@ -73,30 +81,22 @@ export const POST = withRouteHandler(async (request: NextRequest) => {
         })
       })
 
-      const maxSize = 50 * 1024 * 1024
-      if (stats.size > maxSize) {
+      if (stats.size > MAX_SFTP_READ_BYTES) {
         const sizeMB = (stats.size / (1024 * 1024)).toFixed(2)
         return NextResponse.json(
           { success: false, error: `File size (${sizeMB}MB) exceeds download limit of 50MB` },
-          { status: 400 }
+          { status: 413 }
         )
       }
 
       logger.info(`[${requestId}] Downloading file ${remotePath} (${stats.size} bytes)`)
 
-      const chunks: Buffer[] = []
-      await new Promise<void>((resolve, reject) => {
-        const readStream = sftp.createReadStream(remotePath)
-
-        readStream.on('data', (chunk: Buffer) => {
-          chunks.push(chunk)
-        })
-
-        readStream.on('end', () => resolve())
-        readStream.on('error', reject)
-      })
-
-      const buffer = Buffer.concat(chunks)
+      const buffer = await readSftpFileCapped(
+        sftp,
+        remotePath,
+        MAX_SFTP_READ_BYTES,
+        'SFTP download'
+      )
       const fileName = path.basename(remotePath)
       const extension = getFileExtension(fileName)
       const mimeType = getMimeTypeFromExtension(extension)
@@ -129,6 +129,12 @@ export const POST = withRouteHandler(async (request: NextRequest) => {
     }
   } catch (error) {
     const errorMessage = getErrorMessage(error, 'Unknown error occurred')
+
+    if (isPayloadSizeLimitError(error)) {
+      logger.warn(`[${requestId}] SFTP download aborted: ${errorMessage}`)
+      return NextResponse.json({ success: false, error: errorMessage }, { status: 413 })
+    }
+
     logger.error(`[${requestId}] SFTP download failed:`, error)
 
     return NextResponse.json({ error: `SFTP download failed: ${errorMessage}` }, { status: 500 })
diff --git a/apps/sim/app/api/tools/sftp/utils.test.ts b/apps/sim/app/api/tools/sftp/utils.test.ts
new file mode 100644
index 00000000000..a9e3121717e
--- /dev/null
+++ b/apps/sim/app/api/tools/sftp/utils.test.ts
@@ -0,0 +1,72 @@
+/**
+ * @vitest-environment node
+ */
+import { Readable } from 'stream'
+import type { SFTPWrapper } from 'ssh2'
+import { describe, expect, it, vi } from 'vitest'
+import { isPayloadSizeLimitError } from '@/lib/core/utils/stream-limits'
+import { MAX_SFTP_READ_BYTES, readSftpFileCapped } from '@/app/api/tools/sftp/utils'
+
+/**
+ * Builds a fake SFTP wrapper whose read stream emits `chunkCount` chunks of
+ * `chunkSize` bytes — the shape of a malicious server that understates the
+ * file size in its stat reply and then streams unbounded data.
+ */
+function fakeSftp(chunkSize: number, chunkCount: number) {
+  let emitted = 0
+  const stream = new Readable({
+    read() {
+      if (emitted >= chunkCount) {
+        this.push(null)
+        return
+      }
+      emitted++
+      this.push(Buffer.alloc(chunkSize, 0x41))
+    },
+  })
+  const createReadStream = vi.fn(() => stream)
+  return { sftp: { createReadStream } as unknown as SFTPWrapper, stream, createReadStream }
+}
+
+describe('readSftpFileCapped', () => {
+  it('resolves with the full contents when under the cap', async () => {
+    const { sftp, createReadStream } = fakeSftp(4, 3)
+
+    const buffer = await readSftpFileCapped(sftp, '/file', 1024, 'file')
+
+    expect(buffer.toString()).toBe('A'.repeat(12))
+    expect(createReadStream).toHaveBeenCalledWith('/file')
+  })
+
+  it('rejects and destroys the stream once received bytes exceed the cap', async () => {
+    const { sftp, stream } = fakeSftp(8, 1_000_000)
+
+    await expect(readSftpFileCapped(sftp, '/bomb', 16, 'file')).rejects.toSatisfy(
+      isPayloadSizeLimitError
+    )
+    expect(stream.destroyed).toBe(true)
+  })
+
+  it('enforces the cap on actual bytes even when the file was reported as tiny', async () => {
+    const { sftp, stream } = fakeSftp(1024, 1_000_000)
+
+    await expect(readSftpFileCapped(sftp, '/bomb', 4096, 'file')).rejects.toThrow(
+      /exceeds maximum size of 4096 bytes/
+    )
+    expect(stream.destroyed).toBe(true)
+  })
+
+  it('survives the late stream error ssh2 emits when the channel closes after an abort', async () => {
+    const { sftp, stream } = fakeSftp(8, 1_000_000)
+
+    await expect(readSftpFileCapped(sftp, '/bomb', 16, 'file')).rejects.toSatisfy(
+      isPayloadSizeLimitError
+    )
+
+    expect(() => stream.emit('error', new Error('No response from server'))).not.toThrow()
+  })
+
+  it('caps remote reads at 50MB', () => {
+    expect(MAX_SFTP_READ_BYTES).toBe(50 * 1024 * 1024)
+  })
+})
diff --git a/apps/sim/app/api/tools/sftp/utils.ts b/apps/sim/app/api/tools/sftp/utils.ts
index 639672ae438..ea81b52793c 100644
--- a/apps/sim/app/api/tools/sftp/utils.ts
+++ b/apps/sim/app/api/tools/sftp/utils.ts
@@ -1,6 +1,7 @@
 import { toError } from '@sim/utils/errors'
 import { type Attributes, Client, type ConnectConfig, type SFTPWrapper } from 'ssh2'
 import { validateDatabaseHost } from '@/lib/core/security/input-validation.server'
+import { readNodeStreamToBufferWithLimit } from '@/lib/core/utils/stream-limits'
 
 const S_IFMT = 0o170000
 const S_IFDIR = 0o040000
@@ -172,6 +173,36 @@ export function getSftp(client: Client): Promise<SFTPWrapper> {
   })
 }
 
+/** Maximum bytes a route will buffer from a remote SFTP file. */
+export const MAX_SFTP_READ_BYTES = 50 * 1024 * 1024
+
+/**
+ * Reads a remote file into memory, enforcing the cap on the bytes actually
+ * received rather than on the `stat()` size the remote server reports.
+ * A caller-supplied SSH server can understate the size in its `SSH_FXP_STAT`
+ * reply and then stream unbounded data, so the stream is destroyed as soon as
+ * the running total exceeds `maxBytes`. Rejects with a `PayloadSizeLimitError`.
+ */
+export function readSftpFileCapped(
+  sftp: SFTPWrapper,
+  remotePath: string,
+  maxBytes: number,
+  label: string
+): Promise<Buffer> {
+  const stream = sftp.createReadStream(remotePath)
+
+  /**
+   * Closing the SSH client rejects every still-pending SFTP request with
+   * "No response from server", which lands as a late `error` on a stream the
+   * limiter has already detached from once it destroyed it. An `error` event
+   * with no listener is an uncaught exception, so keep one attached for the
+   * stream's whole life; the limiter's own handler still settles the promise.
+   */
+  stream.on('error', () => {})
+
+  return readNodeStreamToBufferWithLimit(stream, { maxBytes, label })
+}
+
 /**
  * Sanitizes a remote path to prevent path traversal attacks.
  * Removes null bytes, normalizes path separators, and collapses traversal sequences.
diff --git a/apps/sim/app/api/tools/ssh/download-file/route.ts b/apps/sim/app/api/tools/ssh/download-file/route.ts
index 8bd41d9f253..9c0af06f10e 100644
--- a/apps/sim/app/api/tools/ssh/download-file/route.ts
+++ b/apps/sim/app/api/tools/ssh/download-file/route.ts
@@ -7,8 +7,10 @@ import type { Client, SFTPWrapper } from 'ssh2'
 import { sshDownloadFileContract } from '@/lib/api/contracts/storage-transfer'
 import { parseRequest } from '@/lib/api/server'
 import { checkInternalAuth } from '@/lib/auth/hybrid'
+import { isPayloadSizeLimitError } from '@/lib/core/utils/stream-limits'
 import { withRouteHandler } from '@/lib/core/utils/with-route-handler'
 import { getFileExtension, getMimeTypeFromExtension } from '@/lib/uploads/utils/file-utils'
+import { MAX_SFTP_READ_BYTES, readSftpFileCapped } from '@/app/api/tools/sftp/utils'
 import { createSSHConnection, sanitizePath } from '@/app/api/tools/ssh/utils'
 
 const logger = createLogger('SSHDownloadFileAPI')
@@ -67,31 +69,20 @@ export const POST = withRouteHandler(async (request: NextRequest) => {
         })
       })
 
-      // Check file size limit (50MB to prevent memory exhaustion)
-      const maxSize = 50 * 1024 * 1024
-      if (stats.size > maxSize) {
+      if (stats.size > MAX_SFTP_READ_BYTES) {
         const sizeMB = (stats.size / (1024 * 1024)).toFixed(2)
         return NextResponse.json(
           { error: `File size (${sizeMB}MB) exceeds download limit of 50MB` },
-          { status: 400 }
+          { status: 413 }
         )
       }
 
-      // Read file content
-      const content = await new Promise<Buffer>((resolve, reject) => {
-        const chunks: Buffer[] = []
-        const readStream = sftp.createReadStream(remotePath)
-
-        readStream.on('data', (chunk: Buffer) => {
-          chunks.push(chunk)
-        })
-
-        readStream.on('end', () => {
-          resolve(Buffer.concat(chunks))
-        })
-
-        readStream.on('error', reject)
-      })
+      const content = await readSftpFileCapped(
+        sftp,
+        remotePath,
+        MAX_SFTP_READ_BYTES,
+        'SSH file download'
+      )
 
       const fileName = path.basename(remotePath)
       const extension = getFileExtension(fileName)
@@ -108,12 +99,12 @@ export const POST = withRouteHandler(async (request: NextRequest) => {
           name: fileName,
           mimeType,
           data: base64Content,
-          size: stats.size,
+          size: content.length,
         },
         content: base64Content,
         fileName: fileName,
         remotePath: remotePath,
-        size: stats.size,
+        size: content.length,
         message: `File downloaded successfully from ${remotePath}`,
       })
     } finally {
@@ -121,6 +112,12 @@ export const POST = withRouteHandler(async (request: NextRequest) => {
     }
   } catch (error) {
     const errorMessage = getErrorMessage(error, 'Unknown error occurred')
+
+    if (isPayloadSizeLimitError(error)) {
+      logger.warn(`[${requestId}] SSH file download aborted: ${errorMessage}`)
+      return NextResponse.json({ error: errorMessage }, { status: 413 })
+    }
+
     logger.error(`[${requestId}] SSH file download failed:`, error)
 
     return NextResponse.json(
diff --git a/apps/sim/app/api/tools/ssh/read-file-content/route.ts b/apps/sim/app/api/tools/ssh/read-file-content/route.ts
index 2558f1fcf62..7594803fe53 100644
--- a/apps/sim/app/api/tools/ssh/read-file-content/route.ts
+++ b/apps/sim/app/api/tools/ssh/read-file-content/route.ts
@@ -6,7 +6,9 @@ import type { Client, SFTPWrapper } from 'ssh2'
 import { sshReadFileContentContract } from '@/lib/api/contracts/storage-transfer'
 import { parseRequest } from '@/lib/api/server'
 import { checkInternalAuth } from '@/lib/auth/hybrid'
+import { isPayloadSizeLimitError } from '@/lib/core/utils/stream-limits'
 import { withRouteHandler } from '@/lib/core/utils/with-route-handler'
+import { readSftpFileCapped } from '@/app/api/tools/sftp/utils'
 import { createSSHConnection, sanitizePath } from '@/app/api/tools/ssh/utils'
 
 const logger = createLogger('SSHReadFileContentAPI')
@@ -68,51 +70,37 @@ export const POST = withRouteHandler(async (request: NextRequest) => {
       if (stats.size > maxBytes) {
         return NextResponse.json(
           { error: `File size (${stats.size} bytes) exceeds maximum allowed (${maxBytes} bytes)` },
-          { status: 400 }
+          { status: 413 }
         )
       }
 
-      const content = await new Promise<string>((resolve, reject) => {
-        const chunks: Buffer[] = []
-        let totalBytes = 0
-        const readStream = sftp.createReadStream(filePath)
-
-        readStream.on('data', (chunk: Buffer) => {
-          totalBytes += chunk.length
-          if (totalBytes > maxBytes) {
-            readStream.destroy()
-            reject(new Error(`File exceeds maximum allowed size of ${params.maxSize}MB`))
-            return
-          }
-          chunks.push(chunk)
-        })
-
-        readStream.on('end', () => {
-          const buffer = Buffer.concat(chunks)
-          resolve(buffer.toString(params.encoding as BufferEncoding))
-        })
-
-        readStream.on('error', reject)
-      })
+      const buffer = await readSftpFileCapped(sftp, filePath, maxBytes, `File '${filePath}'`)
+      const content = buffer.toString(params.encoding as BufferEncoding)
 
       const lines = content.split('\n').length
 
       logger.info(
-        `[${requestId}] File content read successfully: ${stats.size} bytes, ${lines} lines`
+        `[${requestId}] File content read successfully: ${buffer.length} bytes, ${lines} lines`
       )
 
       return NextResponse.json({
         content,
-        size: stats.size,
+        size: buffer.length,
         lines,
         path: filePath,
-        message: `File read successfully: ${stats.size} bytes, ${lines} lines`,
+        message: `File read successfully: ${buffer.length} bytes, ${lines} lines`,
       })
     } finally {
       client.end()
     }
   } catch (error) {
     const errorMessage = getErrorMessage(error, 'Unknown error occurred')
+
+    if (isPayloadSizeLimitError(error)) {
+      logger.warn(`[${requestId}] SSH read file content aborted: ${errorMessage}`)
+      return NextResponse.json({ error: errorMessage }, { status: 413 })
+    }
+
     logger.error(`[${requestId}] SSH read file content failed:`, error)
 
     return NextResponse.json(
diff --git a/apps/sim/app/api/tools/ssh/write-file-content/route.ts b/apps/sim/app/api/tools/ssh/write-file-content/route.ts
index 9ce1f92b5e2..ce742d0e62a 100644
--- a/apps/sim/app/api/tools/ssh/write-file-content/route.ts
+++ b/apps/sim/app/api/tools/ssh/write-file-content/route.ts
@@ -6,7 +6,9 @@ import type { Client, SFTPWrapper } from 'ssh2'
 import { sshWriteFileContentContract } from '@/lib/api/contracts/storage-transfer'
 import { parseRequest } from '@/lib/api/server'
 import { checkInternalAuth } from '@/lib/auth/hybrid'
+import { isPayloadSizeLimitError } from '@/lib/core/utils/stream-limits'
 import { withRouteHandler } from '@/lib/core/utils/with-route-handler'
+import { MAX_SFTP_READ_BYTES, readSftpFileCapped } from '@/app/api/tools/sftp/utils'
 import { createSSHConnection, sanitizePath } from '@/app/api/tools/ssh/utils'
 
 const logger = createLogger('SSHWriteFileContentAPI')
@@ -73,22 +75,18 @@ export const POST = withRouteHandler(async (request: NextRequest) => {
       // Handle append mode by reading existing content first
       let finalContent = params.content
       if (params.mode === 'append') {
-        const existingContent = await new Promise<string>((resolve) => {
-          const chunks: Buffer[] = []
-          const readStream = sftp.createReadStream(filePath)
-
-          readStream.on('data', (chunk: Buffer) => {
-            chunks.push(chunk)
-          })
-
-          readStream.on('end', () => {
-            resolve(Buffer.concat(chunks).toString('utf-8'))
-          })
-
-          readStream.on('error', () => {
-            resolve('')
-          })
-        })
+        let existingContent = ''
+        try {
+          const existing = await readSftpFileCapped(
+            sftp,
+            filePath,
+            MAX_SFTP_READ_BYTES,
+            `Existing file '${filePath}'`
+          )
+          existingContent = existing.toString('utf-8')
+        } catch (error) {
+          if (isPayloadSizeLimitError(error)) throw error
+        }
         finalContent = existingContent + params.content
       }
 
@@ -124,6 +122,12 @@ export const POST = withRouteHandler(async (request: NextRequest) => {
     }
   } catch (error) {
     const errorMessage = getErrorMessage(error, 'Unknown error occurred')
+
+    if (isPayloadSizeLimitError(error)) {
+      logger.warn(`[${requestId}] SSH write file content aborted: ${errorMessage}`)
+      return NextResponse.json({ error: errorMessage }, { status: 413 })
+    }
+
     logger.error(`[${requestId}] SSH write file content failed:`, error)
 
     return NextResponse.json(

From d89ab4a8ee73e5ced3886737f8513169aec9786b Mon Sep 17 00:00:00 2001
From: Waleed <walif6@gmail.com>
Date: Sat, 1 Aug 2026 16:54:34 -0700
Subject: [PATCH 12/30] fix(security): bound response bodies in
 secureFetchWithPinnedIP by default (#6169)
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

secureFetchWithPinnedIP only capped a response body when the caller passed
maxResponseBytes; with the option absent the body streamed into an unbounded
Buffer.concat. Several tool proxies whose target host is user-supplied
(Jupyter, ClickHouse, Grafana, 1Password Connect) and the RSS poller called it
without that option, so an attacker-controlled server answering with an endless
chunked body could grow the shared process heap until it was OOM-killed.

Make the cap fail-safe: default to 100MB (and treat a non-positive value as the
default) so there is no unlimited mode, then pass tighter explicit caps at the
user-supplied-host sites.

Responses that carry no body (HEAD, 204, 304) are exempted from the
content-length pre-check — they advertise the resource size as metadata, which
would otherwise spuriously fail a HEAD probe of a large file or an RSS
conditional-GET 304.
---
 .../app/api/tools/clickhouse/utils.test.ts    |   1 +
 apps/sim/app/api/tools/clickhouse/utils.ts    |   2 +
 .../tools/grafana/update_alert_rule/route.ts  |   3 +
 .../tools/grafana/update_dashboard/route.ts   |   3 +
 .../api/tools/grafana/update_folder/route.ts  |   3 +
 apps/sim/app/api/tools/jupyter/proxy/route.ts |   2 +
 .../sim/app/api/tools/jupyter/upload/route.ts |   2 +
 .../tools/onepassword/get-item-file/route.ts  |   2 +
 apps/sim/app/api/tools/onepassword/utils.ts   |  15 ++-
 .../core/security/input-validation.server.ts  |  43 ++++++--
 .../secure-fetch-response-cap.server.test.ts  | 102 ++++++++++++++++++
 apps/sim/lib/webhooks/polling/rss.ts          |  12 +++
 .../src/mocks/input-validation.mock.ts        |   2 +
 13 files changed, 183 insertions(+), 9 deletions(-)
 create mode 100644 apps/sim/lib/core/security/secure-fetch-response-cap.server.test.ts

diff --git a/apps/sim/app/api/tools/clickhouse/utils.test.ts b/apps/sim/app/api/tools/clickhouse/utils.test.ts
index ceac1af9241..23e45da05c5 100644
--- a/apps/sim/app/api/tools/clickhouse/utils.test.ts
+++ b/apps/sim/app/api/tools/clickhouse/utils.test.ts
@@ -12,6 +12,7 @@ const { mockValidateDatabaseHost, mockSecureFetchWithPinnedIP, mockValidateSqlWh
   }))
 
 vi.mock('@/lib/core/security/input-validation.server', () => ({
+  MAX_JSON_API_RESPONSE_BYTES: 10 * 1024 * 1024,
   validateDatabaseHost: mockValidateDatabaseHost,
   secureFetchWithPinnedIP: mockSecureFetchWithPinnedIP,
   validateSqlWhereClause: mockValidateSqlWhereClause,
diff --git a/apps/sim/app/api/tools/clickhouse/utils.ts b/apps/sim/app/api/tools/clickhouse/utils.ts
index e0687791a79..5b613285449 100644
--- a/apps/sim/app/api/tools/clickhouse/utils.ts
+++ b/apps/sim/app/api/tools/clickhouse/utils.ts
@@ -1,4 +1,5 @@
 import {
+  MAX_JSON_API_RESPONSE_BYTES,
   secureFetchWithPinnedIP,
   validateDatabaseHost,
   validateSqlWhereClause,
@@ -96,6 +97,7 @@ async function clickhouseRequest(
     body: statement,
     timeout: REQUEST_TIMEOUT_MS,
     allowHttp: !config.secure,
+    maxResponseBytes: MAX_JSON_API_RESPONSE_BYTES,
   })
 
   const text = await response.text()
diff --git a/apps/sim/app/api/tools/grafana/update_alert_rule/route.ts b/apps/sim/app/api/tools/grafana/update_alert_rule/route.ts
index 095e8660c33..3d759919d42 100644
--- a/apps/sim/app/api/tools/grafana/update_alert_rule/route.ts
+++ b/apps/sim/app/api/tools/grafana/update_alert_rule/route.ts
@@ -5,6 +5,7 @@ import { grafanaUpdateAlertRuleContract } from '@/lib/api/contracts/tools/grafan
 import { getValidationErrorMessage, parseRequest } from '@/lib/api/server'
 import { checkInternalAuth } from '@/lib/auth/hybrid'
 import {
+  MAX_JSON_API_RESPONSE_BYTES,
   secureFetchWithPinnedIP,
   validateUrlWithDNS,
 } from '@/lib/core/security/input-validation.server'
@@ -76,6 +77,7 @@ export const POST = withRouteHandler(async (request: NextRequest) => {
     const getResponse = await secureFetchWithPinnedIP(getUrl, getValidation.resolvedIP, {
       method: 'GET',
       headers: getHeaders,
+      maxResponseBytes: MAX_JSON_API_RESPONSE_BYTES,
     })
 
     if (!getResponse.ok) {
@@ -205,6 +207,7 @@ export const POST = withRouteHandler(async (request: NextRequest) => {
       method: 'PUT',
       headers,
       body: JSON.stringify(updatedRule),
+      maxResponseBytes: MAX_JSON_API_RESPONSE_BYTES,
     })
 
     if (!updateResponse.ok) {
diff --git a/apps/sim/app/api/tools/grafana/update_dashboard/route.ts b/apps/sim/app/api/tools/grafana/update_dashboard/route.ts
index 0f3d96b4464..bb005bcf3f6 100644
--- a/apps/sim/app/api/tools/grafana/update_dashboard/route.ts
+++ b/apps/sim/app/api/tools/grafana/update_dashboard/route.ts
@@ -5,6 +5,7 @@ import { grafanaUpdateDashboardContract } from '@/lib/api/contracts/tools/grafan
 import { getValidationErrorMessage, parseRequest } from '@/lib/api/server'
 import { checkInternalAuth } from '@/lib/auth/hybrid'
 import {
+  MAX_JSON_API_RESPONSE_BYTES,
   secureFetchWithPinnedIP,
   validateUrlWithDNS,
 } from '@/lib/core/security/input-validation.server'
@@ -75,6 +76,7 @@ export const POST = withRouteHandler(async (request: NextRequest) => {
     const getResponse = await secureFetchWithPinnedIP(getUrl, getValidation.resolvedIP, {
       method: 'GET',
       headers: getHeaders,
+      maxResponseBytes: MAX_JSON_API_RESPONSE_BYTES,
     })
 
     if (!getResponse.ok) {
@@ -166,6 +168,7 @@ export const POST = withRouteHandler(async (request: NextRequest) => {
       method: 'POST',
       headers,
       body: JSON.stringify(body),
+      maxResponseBytes: MAX_JSON_API_RESPONSE_BYTES,
     })
 
     if (!updateResponse.ok) {
diff --git a/apps/sim/app/api/tools/grafana/update_folder/route.ts b/apps/sim/app/api/tools/grafana/update_folder/route.ts
index 3e551e192aa..87e09b6c7a6 100644
--- a/apps/sim/app/api/tools/grafana/update_folder/route.ts
+++ b/apps/sim/app/api/tools/grafana/update_folder/route.ts
@@ -5,6 +5,7 @@ import { grafanaUpdateFolderContract } from '@/lib/api/contracts/tools/grafana'
 import { getValidationErrorMessage, parseRequest } from '@/lib/api/server'
 import { checkInternalAuth } from '@/lib/auth/hybrid'
 import {
+  MAX_JSON_API_RESPONSE_BYTES,
   secureFetchWithPinnedIP,
   validateUrlWithDNS,
 } from '@/lib/core/security/input-validation.server'
@@ -73,6 +74,7 @@ export const POST = withRouteHandler(async (request: NextRequest) => {
     const getResponse = await secureFetchWithPinnedIP(folderUrl, urlValidation.resolvedIP, {
       method: 'GET',
       headers,
+      maxResponseBytes: MAX_JSON_API_RESPONSE_BYTES,
     })
 
     if (!getResponse.ok) {
@@ -104,6 +106,7 @@ export const POST = withRouteHandler(async (request: NextRequest) => {
       method: 'PUT',
       headers,
       body: JSON.stringify(body),
+      maxResponseBytes: MAX_JSON_API_RESPONSE_BYTES,
     })
 
     if (!updateResponse.ok) {
diff --git a/apps/sim/app/api/tools/jupyter/proxy/route.ts b/apps/sim/app/api/tools/jupyter/proxy/route.ts
index d30a68a4a49..56118ba424e 100644
--- a/apps/sim/app/api/tools/jupyter/proxy/route.ts
+++ b/apps/sim/app/api/tools/jupyter/proxy/route.ts
@@ -5,6 +5,7 @@ import { jupyterProxyContract } from '@/lib/api/contracts/tools/jupyter'
 import { parseRequest } from '@/lib/api/server'
 import { checkInternalAuth } from '@/lib/auth/hybrid'
 import {
+  MAX_JSON_API_RESPONSE_BYTES,
   secureFetchWithPinnedIP,
   validateUrlWithDNS,
 } from '@/lib/core/security/input-validation.server'
@@ -77,6 +78,7 @@ export const POST = withRouteHandler(async (request: NextRequest) => {
       body: hasBody ? JSON.stringify(data.body) : undefined,
       allowHttp: true,
       maxRedirects: 0,
+      maxResponseBytes: MAX_JSON_API_RESPONSE_BYTES,
     })
 
     const text = await upstream.text()
diff --git a/apps/sim/app/api/tools/jupyter/upload/route.ts b/apps/sim/app/api/tools/jupyter/upload/route.ts
index 050e1512305..ff3656cce44 100644
--- a/apps/sim/app/api/tools/jupyter/upload/route.ts
+++ b/apps/sim/app/api/tools/jupyter/upload/route.ts
@@ -5,6 +5,7 @@ import { jupyterUploadContract } from '@/lib/api/contracts/storage-transfer'
 import { parseRequest } from '@/lib/api/server'
 import { checkInternalAuth } from '@/lib/auth/hybrid'
 import {
+  MAX_JSON_API_RESPONSE_BYTES,
   secureFetchWithPinnedIP,
   validateUrlWithDNS,
 } from '@/lib/core/security/input-validation.server'
@@ -118,6 +119,7 @@ export const POST = withRouteHandler(async (request: NextRequest) => {
       }),
       allowHttp: true,
       maxRedirects: 0,
+      maxResponseBytes: MAX_JSON_API_RESPONSE_BYTES,
     })
 
     if (!response.ok) {
diff --git a/apps/sim/app/api/tools/onepassword/get-item-file/route.ts b/apps/sim/app/api/tools/onepassword/get-item-file/route.ts
index 65efec88e06..2018b75ade1 100644
--- a/apps/sim/app/api/tools/onepassword/get-item-file/route.ts
+++ b/apps/sim/app/api/tools/onepassword/get-item-file/route.ts
@@ -6,6 +6,7 @@ import { onePasswordGetItemFileContract } from '@/lib/api/contracts/tools/onepas
 import { parseRequest, validationErrorResponse } from '@/lib/api/server'
 import { checkInternalAuth } from '@/lib/auth/hybrid'
 import { withRouteHandler } from '@/lib/core/utils/with-route-handler'
+import { MAX_FILE_SIZE } from '@/lib/uploads/utils/validation'
 import {
   connectRequest,
   createOnePasswordClient,
@@ -80,6 +81,7 @@ export const POST = withRouteHandler(async (request: NextRequest) => {
       apiKey: creds.apiKey!,
       path: `/v1/vaults/${params.vaultId}/items/${params.itemId}/files/${params.fileId}/content`,
       method: 'GET',
+      maxResponseBytes: MAX_FILE_SIZE,
     })
     if (!contentResponse.ok) {
       const errorData = await contentResponse.json().catch(() => ({}))
diff --git a/apps/sim/app/api/tools/onepassword/utils.ts b/apps/sim/app/api/tools/onepassword/utils.ts
index 6cb15624357..1b84548a59b 100644
--- a/apps/sim/app/api/tools/onepassword/utils.ts
+++ b/apps/sim/app/api/tools/onepassword/utils.ts
@@ -17,7 +17,10 @@ import { toError } from '@sim/utils/errors'
 import { generateId } from '@sim/utils/id'
 import * as ipaddr from 'ipaddr.js'
 import { isHosted } from '@/lib/core/config/env-flags'
-import { secureFetchWithPinnedIP } from '@/lib/core/security/input-validation.server'
+import {
+  MAX_JSON_API_RESPONSE_BYTES,
+  secureFetchWithPinnedIP,
+} from '@/lib/core/security/input-validation.server'
 
 /** Connect-format field type strings returned by normalization. */
 type ConnectFieldType =
@@ -344,7 +347,13 @@ export interface ConnectResponse {
   arrayBuffer: () => Promise<ArrayBuffer>
 }
 
-/** Proxy a request to the 1Password Connect Server. */
+/**
+ * Proxy a request to the 1Password Connect Server.
+ *
+ * The Connect server is self-hosted at a user-supplied `serverUrl`, so the response body
+ * is always capped. JSON endpoints use {@link MAX_JSON_API_RESPONSE_BYTES}; callers
+ * downloading file content pass a larger `maxResponseBytes` explicitly.
+ */
 export async function connectRequest(options: {
   serverUrl: string
   apiKey: string
@@ -352,6 +361,7 @@ export async function connectRequest(options: {
   method: string
   body?: unknown
   query?: string
+  maxResponseBytes?: number
 }): Promise<ConnectResponse> {
   const resolvedIP = await validateConnectServerUrl(options.serverUrl)
 
@@ -372,6 +382,7 @@ export async function connectRequest(options: {
     headers,
     body: options.body ? JSON.stringify(options.body) : undefined,
     allowHttp: true,
+    maxResponseBytes: options.maxResponseBytes ?? MAX_JSON_API_RESPONSE_BYTES,
   })
 }
 
diff --git a/apps/sim/lib/core/security/input-validation.server.ts b/apps/sim/lib/core/security/input-validation.server.ts
index f95ab62ce26..133c013a3eb 100644
--- a/apps/sim/lib/core/security/input-validation.server.ts
+++ b/apps/sim/lib/core/security/input-validation.server.ts
@@ -358,6 +358,11 @@ export interface SecureFetchOptions {
   body?: string | Buffer | Uint8Array
   timeout?: number
   maxRedirects?: number
+  /**
+   * Maximum bytes read from the response body. Defaults to
+   * {@link DEFAULT_MAX_RESPONSE_BYTES} — there is deliberately no "unlimited" mode, since
+   * many callers target a user-supplied host that can stream an endless body.
+   */
   maxResponseBytes?: number
   signal?: AbortSignal
   /** Drop the Authorization header when following a redirect, so it is not sent to the redirect target's origin. */
@@ -414,6 +419,19 @@ export interface SecureFetchResponse {
 
 const DEFAULT_MAX_REDIRECTS = 5
 
+/**
+ * Fail-safe ceiling applied by {@link secureFetchWithPinnedIP} when the caller does not
+ * pass `maxResponseBytes`. Many callers fetch a user-supplied host, so an omitted cap
+ * would let a malicious upstream stream an endless chunked body into memory until the
+ * process is OOM-killed. Set to the platform's largest legitimate payload (100MB, matching
+ * the upload limit); callers that need more must opt in explicitly, and callers handling
+ * small JSON should pass a much tighter cap.
+ */
+export const DEFAULT_MAX_RESPONSE_BYTES = 100 * 1024 * 1024
+
+/** Response cap for JSON/control-plane proxies to user-supplied hosts. */
+export const MAX_JSON_API_RESPONSE_BYTES = 10 * 1024 * 1024
+
 function isRedirectStatus(status: number): boolean {
   return status >= 300 && status < 400 && status !== 304
 }
@@ -937,6 +955,10 @@ export function createPinnedFetchWithDispatcher(
  * Performs a fetch with IP pinning to prevent DNS rebinding attacks.
  * Uses the pre-resolved IP address while preserving the original hostname for TLS SNI.
  * Follows redirects securely by validating each redirect target.
+ *
+ * The response body is always bounded — `options.maxResponseBytes` when supplied (and
+ * positive), otherwise {@link DEFAULT_MAX_RESPONSE_BYTES}. Exceeding the cap rejects with
+ * a {@link PayloadSizeLimitError} and destroys the socket.
  */
 export async function secureFetchWithPinnedIP(
   url: string,
@@ -945,7 +967,11 @@ export async function secureFetchWithPinnedIP(
   redirectCount = 0
 ): Promise<SecureFetchResponse> {
   const maxRedirects = options.maxRedirects ?? DEFAULT_MAX_REDIRECTS
-  const maxResponseBytes = options.maxResponseBytes
+  const requestedMaxResponseBytes = options.maxResponseBytes
+  const maxResponseBytes =
+    typeof requestedMaxResponseBytes === 'number' && requestedMaxResponseBytes > 0
+      ? requestedMaxResponseBytes
+      : DEFAULT_MAX_RESPONSE_BYTES
 
   return new Promise((resolve, reject) => {
     const parsed = new URL(url)
@@ -1037,8 +1063,15 @@ export async function secureFetchWithPinnedIP(
         }
       }
 
+      // Responses that carry no body (HEAD, 204, 304) may still advertise the resource's full
+      // size in content-length. That is metadata, not a payload, so it must not trip the cap —
+      // otherwise a HEAD probe of a large file, or a conditional-GET 304, would fail spuriously.
+      const isBodylessResponse =
+        (requestOptions.method || 'GET').toUpperCase() === 'HEAD' ||
+        statusCode === 204 ||
+        statusCode === 304
       const contentLength = headersRecord['content-length']
-      if (typeof maxResponseBytes === 'number' && maxResponseBytes > 0 && contentLength) {
+      if (contentLength && !isBodylessResponse) {
         const parsedLength = Number.parseInt(contentLength, 10)
         if (Number.isFinite(parsedLength) && parsedLength > maxResponseBytes) {
           cleanupAbort()
@@ -1074,11 +1107,7 @@ export async function secureFetchWithPinnedIP(
         start(controller) {
           nodeRes.on('data', (chunk: Buffer) => {
             totalBytes += chunk.length
-            if (
-              typeof maxResponseBytes === 'number' &&
-              maxResponseBytes > 0 &&
-              totalBytes > maxResponseBytes
-            ) {
+            if (totalBytes > maxResponseBytes) {
               cleanupAbort()
               controller.error(
                 new PayloadSizeLimitError({
diff --git a/apps/sim/lib/core/security/secure-fetch-response-cap.server.test.ts b/apps/sim/lib/core/security/secure-fetch-response-cap.server.test.ts
new file mode 100644
index 00000000000..78d6f21805d
--- /dev/null
+++ b/apps/sim/lib/core/security/secure-fetch-response-cap.server.test.ts
@@ -0,0 +1,102 @@
+/**
+ * @vitest-environment node
+ */
+import http from 'node:http'
+import type { AddressInfo } from 'node:net'
+import { afterEach, describe, expect, it, vi } from 'vitest'
+
+vi.mock('@sim/security/dns', () => ({
+  resolveHostAddresses: vi.fn(),
+  preferIpv4: (addresses: string[]) => addresses[0],
+}))
+
+vi.mock('@/lib/core/config/env-flags', () => ({
+  isHosted: false,
+  isPrivateDatabaseHostsAllowed: false,
+  getProxyUrl: () => undefined,
+}))
+
+import {
+  DEFAULT_MAX_RESPONSE_BYTES,
+  secureFetchWithPinnedIP,
+} from '@/lib/core/security/input-validation.server'
+
+const servers: http.Server[] = []
+
+afterEach(() => {
+  for (const server of servers.splice(0)) server.close()
+})
+
+/** Starts a throwaway loopback server and returns its origin. */
+async function startServer(handler: http.RequestListener): Promise<string> {
+  const server = http.createServer(handler)
+  servers.push(server)
+  await new Promise<void>((resolve) => server.listen(0, '127.0.0.1', resolve))
+  return `http://127.0.0.1:${(server.address() as AddressInfo).port}`
+}
+
+describe('secureFetchWithPinnedIP response cap', () => {
+  it('rejects a body that exceeds an explicit cap instead of buffering it', async () => {
+    const origin = await startServer((_req, res) => {
+      res.writeHead(200, { 'Content-Type': 'application/octet-stream' })
+      // Chunked (no content-length), so only the streaming counter can catch it.
+      for (let i = 0; i < 8; i++) res.write(Buffer.alloc(64 * 1024, 0x41))
+      res.end()
+    })
+
+    const response = await secureFetchWithPinnedIP(origin, '127.0.0.1', {
+      maxResponseBytes: 64 * 1024,
+    })
+
+    await expect(response.text()).rejects.toThrow(/response body/i)
+  })
+
+  it('rejects a content-length above the default cap when the caller passes no cap', async () => {
+    const origin = await startServer((_req, res) => {
+      res.writeHead(200, {
+        'Content-Type': 'application/json',
+        'Content-Length': String(DEFAULT_MAX_RESPONSE_BYTES + 1),
+      })
+      res.end('{}')
+    })
+
+    await expect(secureFetchWithPinnedIP(origin, '127.0.0.1', {})).rejects.toThrow(/response body/i)
+  })
+
+  it('reads a body that fits under the default cap', async () => {
+    const origin = await startServer((_req, res) => {
+      res.writeHead(200, { 'Content-Type': 'application/json' })
+      res.end('{"ok":true}')
+    })
+
+    const response = await secureFetchWithPinnedIP(origin, '127.0.0.1', {})
+
+    expect(await response.text()).toBe('{"ok":true}')
+  })
+
+  it('does not trip on a HEAD response advertising a size above the cap', async () => {
+    const origin = await startServer((_req, res) => {
+      res.writeHead(200, {
+        'Content-Type': 'video/mp4',
+        'Content-Length': String(DEFAULT_MAX_RESPONSE_BYTES + 1),
+      })
+      res.end()
+    })
+
+    const response = await secureFetchWithPinnedIP(origin, '127.0.0.1', { method: 'HEAD' })
+
+    expect(response.status).toBe(200)
+    expect(response.headers.get('content-type')).toBe('video/mp4')
+  })
+
+  it('does not trip on a 304 advertising a size above the cap', async () => {
+    const origin = await startServer((_req, res) => {
+      res.writeHead(304, { 'Content-Length': String(DEFAULT_MAX_RESPONSE_BYTES + 1) })
+      res.end()
+    })
+
+    const response = await secureFetchWithPinnedIP(origin, '127.0.0.1', {})
+
+    expect(response.status).toBe(304)
+  })
+})
diff --git a/apps/sim/lib/webhooks/polling/rss.ts b/apps/sim/lib/webhooks/polling/rss.ts
index 15de4122d0e..662eaf6e9a9 100644
--- a/apps/sim/lib/webhooks/polling/rss.ts
+++ b/apps/sim/lib/webhooks/polling/rss.ts
@@ -20,6 +20,17 @@ import { processPolledWebhookEvent } from '@/lib/webhooks/processor'
 
 const MAX_GUIDS_TO_TRACK = 500
 
+/**
+ * Cap on the feed body read from `feedUrl`. The URL is attacker-choosable (anyone can save
+ * an RSS trigger pointing at their own host) and the poller runs unattended, so an
+ * unbounded body would let a malicious feed grow the polling worker's heap until it is
+ * OOM-killed. This also bounds the XML handed to `rss-parser`, which has no input-size
+ * limit of its own. Set well above any real feed (they are typically well under 1MB) so the
+ * bound never trips a legitimate poll. The request strips `accept-encoding`, so this counts
+ * decoded bytes.
+ */
+const MAX_RSS_FEED_BYTES = 10 * 1024 * 1024
+
 interface RssWebhookConfig {
   feedUrl: string
   lastCheckedTimestamp?: string
@@ -208,6 +219,7 @@ async function fetchNewRssItems(
     const response = await secureFetchWithPinnedIP(config.feedUrl, urlValidation.resolvedIP!, {
       headers,
       timeout: 30000,
+      maxResponseBytes: MAX_RSS_FEED_BYTES,
     })
 
     if (response.status === 304) {
diff --git a/packages/testing/src/mocks/input-validation.mock.ts b/packages/testing/src/mocks/input-validation.mock.ts
index 06e8ca88e77..48b5a4a92d5 100644
--- a/packages/testing/src/mocks/input-validation.mock.ts
+++ b/packages/testing/src/mocks/input-validation.mock.ts
@@ -29,6 +29,8 @@ export const inputValidationMockFns = {
  * ```
  */
 export const inputValidationMock = {
+  DEFAULT_MAX_RESPONSE_BYTES: 100 * 1024 * 1024,
+  MAX_JSON_API_RESPONSE_BYTES: 10 * 1024 * 1024,
   validateUrlWithDNS: inputValidationMockFns.mockValidateUrlWithDNS,
   validateAndPinProxyUrl: inputValidationMockFns.mockValidateAndPinProxyUrl,
   validateDatabaseHost: inputValidationMockFns.mockValidateDatabaseHost,

From cd50a445fdfcc15db7cc543b71a0a528fb4e3259 Mon Sep 17 00:00:00 2001
From: mzxchandra <129460234+mzxchandra@users.noreply.github.com>
Date: Sat, 1 Aug 2026 16:59:45 -0700
Subject: [PATCH 13/30] =?UTF-8?q?feat(chat):=20highlight-to-chat=20?=
 =?UTF-8?q?=E2=80=94=20reference=20file/table=20selections=20in=20Chat=20(?=
 =?UTF-8?q?#6087)?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

* feat(chat): highlight-to-chat for file and table selections

Adds an IDE-style "add to chat" affordance so the Sim agent can reference an
exact passage of a file or a specific set of table rows/cells instead of a whole
resource.

- Two new ChatContext kinds: file_selection (inline selected text + line range)
  and table_selection (authoritative row ids, optional column ids; the server
  re-fetches current rows by id). Chip registry, client serializer, boundary
  contract, and server resolver all extend along their existing switch(kind)
  seams.
- Producers: Monaco context menu, Tiptap bubble menu, and the table grid context
  menu, all using the Sim Chat block icon. Adding a selection opens the split
  slideover (chat + resource) with the chip dropped straight into the input; from
  a standalone Files/Tables page the context is stashed and drained on chat mount.
- Cmd+C / Cmd+V: a selection copied from a file/table rides a custom
  text/x-sim-selection clipboard MIME and pastes into chat as the same reference
  chip; the chat input round-trips a sole selection chip on copy/cut too.
- Guards: selection payloads are length/row/column bounded and truncated within
  the schema bound; labels carry a deterministic key so distinct same-size
  selections don't collide; a shared resource tab closes only once no remaining
  chip references it; stale cell-range column ids drop the context rather than
  dumping the full table.

* fix(chat): widen selection code fence so embedded backticks can't truncate it

Cursor: resolveFileSelectionResource wrapped the selected passage in a fixed ```
fence, so a selection that itself contained a fenced code block closed the outer
fence early and the agent received a truncated snippet. The fence is now one
backtick longer than the longest backtick run in the content (floored at three),
matching CommonMark's close rule.

* fix(chat): carry the selection chip on a column-header copy

Cursor: a column-header Cmd+C always took the async paged clipboard path, which
replaces the whole clipboard with text/plain only and can't carry a custom MIME
- so pasting a column copy into Chat couldn't rebuild the table_selection chip
that Add-to-chat produces for the same selection. When every row is loaded and
within the chat-selection cap, the column copy now does a synchronous event
write so the scoped table_selection rides alongside text/plain (mirroring the
row-'some' and cell-range paths); oversized/partially-loaded columns keep the
async plain-text path.

* refactor(chat): clean up highlight-to-chat selections

Correctness:
- Stop reporting fabricated line numbers for rich-markdown selections.
  `doc.textBetween` counts ProseMirror block boundaries, not markdown source
  lines, so the chip label and the agent prompt both claimed line ranges that
  don't exist in the file. Line info is now emitted only by Monaco.
- Bound a table_selection's rendered markdown by characters, not just row and
  column counts — 500 wide rows dwarfed the 20k-char file-selection budget.
  Rows are emitted until the budget is spent, and the content says what was
  omitted.
- Complete `areContextsEqual` for both selection kinds, so re-adding the same
  selection dedupes while a different passage of an already-referenced file
  registers as new.

Consistency:
- Carry the resource display name on the context instead of recovering it by
  regex from the chip label, deleting fileNameFromSelectionLabel and
  tableNameFromSelectionLabel.
- Replace the user-visible `#k3f9` hash disambiguator with a readable ordinal
  applied at insert time (`Sales (3 rows) (2)`), via a shared
  prepareContextForInsert used by both the add-to-chat and paste paths.
- Fold MothershipPendingContextStorage into MothershipHandoffStorage as a
  chip-only handoff (optional message), removing the parallel storage class,
  the second drain effect, and its StrictMode guard ref.
- Replace `window.location.assign` with `router.push`, matching the existing
  "Troubleshoot in Chat" handoff.
- Collapse three near-duplicate synchronous copy branches in table-grid into
  shared buildTableSelectionContext / writeLoadedRowsWithChip helpers, also
  reused by the add-to-chat handler.
- Trim multi-paragraph inline comments to TSDoc stating each reason once.

Tests: new coverage for the character budget, the label ordinal, selection
equality, and chip-only handoff accumulation; each verified to fail when its
fix is reverted.

* refactor(chat): tighten table copy fallback and helper placement

- writeLoadedRowsWithChip now requires a chip to carry; with none it falls
  through to the canonical paged path (preserving its row loading and
  truncation notice) instead of doing a bare synchronous write.
- Reuse selectedColumnIds in the context-menu memo.
- Restore resolveTableSelectionResource's TSDoc, orphaned when renderTableCell
  was extracted between the doc and its function.

* fix(chat): apply chip handoffs as one batch; widen table copy chip path

Cursor Bugbot: a multi-context chip handoff dispatched one event per context,
and insertContextChip resolved label collisions against selectedContexts read
through a ref that only refreshes on render. Each dispatch therefore saw the
same stale list, so a second same-label selection was never ordinalized and
addContext dropped it while its @token still landed in the text. The event now
carries the whole batch and insertContextChips threads each resolved context
forward as it goes.

Greptile: an explicit multi-row ('some') selection no longer requires every
selected row to be loaded before taking the chip-carrying sync path. That
gate assumed the paged fall-through would copy more, but its loadRows returns
rowsRef.current unchanged for 'some' — the same rows, minus the chip. Renamed
the parameter to  to say what it actually gates on.

Remaining chip-less cases are inherent to the async Clipboard API, which
replaces the whole clipboard and cannot hold a custom MIME: a filtered
select-all (must page in more rows) and selections past the 500-row chip cap.
'Add to chat' covers both — it is not gesture-bound and drains to the cap.

* fix(chat): distinguish a line-less file-selection label from the whole file

Cursor Bugbot: a rich-markdown selection labelled itself with the bare file
name, which is exactly the whole-file chip's label. Menu-driven inserts reject
any context whose label is already taken (isContextAlreadySelected closes the
menu silently), so once a markdown selection was attached, mentioning that same
file was quietly dropped. One-way: the reverse order works because programmatic
inserts ordinalize through prepareContextForInsert.

Fallen out of dropping the fabricated line range from this editor — with no
range left, the label collapsed onto the file name. Fixed at the single source:
buildFileSelectionLabel now returns 'notes.md (selection)' when there is no line
range, so it stays honest about location while remaining distinguishable.

* fix(chat): don't revive an aged-out chip handoff when accumulating

Cursor Bugbot: pendingContexts merged a prior chip-only handoff without
checking its age, while store stamps a fresh timestamp on every write. An
abandoned handoff that had already passed max-age would therefore ride along on
the next 'Add to chat' and fire on the following navigation as if current.

Introduced by the accumulation behavior added earlier in this PR. Applied the
same freshness bar consume uses, and hoisted the 60s window into a single
MAX_AGE_MS constant so the two paths cannot drift.

* fix(chat): reference every selected row in a table chip, not just loaded ones

Cursor Bugbot: for a 'some' row selection the chip's rowIds came from the
loaded-page intersection (currentRows filtered by the selection) rather than
rowSel.ids. The chip carries ids and the server re-fetches them via
getRowsByIds, so a selected row that simply had not been paged into the grid
was silently dropped from the agent's context — select 600 rows with 200
loaded and the agent saw 200. Add to chat had the same loaded-only narrowing
through contextMenuRowIds.

Both now send the full selection, still bounded by MAX_TABLE_SELECTION_ROWS.
Only the pasted text stays limited to loaded rows, which is inherent — there
are no cell values to serialize for a row that has not been fetched.

* docs(chat): scope the table copy 'complete' comment to the text path

It read as though the whole selection were complete when ids are unloaded,
which is now only true of the serialized text — the chip deliberately carries
every selected id for the server to re-fetch.

* fix(chat): compare selection ids as sets, not sequences

Cursor Bugbot: sameIds compared rowIds/columnIds by index, but a table
selection's ids iterate in click order (they come from a Set), so the same rows
picked in a different order — or reached via a cell range rather than the
gutter — compared unequal. prepareContextForInsert then added a second
ordinalized chip pointing at rows already referenced instead of no-opping.

More reachable since the previous commit started sourcing rowIds from
rowSel.ids directly, where insertion order tracks the user's clicks.

* fix(chat): enforce the table selection budget over the whole rendered content

Cursor Bugbot: the budget subtracted only the header and divider before packing
rows, then prepended the 'Selected ...' prose and the newlines afterward, so the
final content could exceed MAX_TABLE_SELECTION_CONTENT_LENGTH whenever the last
accepted row left less slack than the prefix needed. The cap the TSDoc promises
was not actually enforced.

The prior test passed while missing this: its rows were wide enough that packing
stopped far short of the limit, so the boundary was never exercised. Replaced
with rows sized to fill the budget almost exactly, asserting both that the
content stays within the cap and that it still approaches it (so the assertion
can't pass by emitting an empty table).

Also capitalize Chat in the three 'Add to Chat' menu labels, matching the
constitution's module naming and the existing 'Fix in Chat' / 'Troubleshoot in
Chat' UI strings.

* fix(chat): don't swallow a paste whose selection chip is already attached

Cursor Bugbot: the selection-paste path called preventDefault before
prepareContextForInsert, so when that returned null (the same selection is
already a chip) the handler returned having claimed the event — no chip
inserted and no text/plain pasted either. Cmd+V did nothing.

preventDefault now waits until there is a chip to insert; a duplicate falls
through to the plain-text paste below, which is the reasonable reading of the
gesture.

* fix(chat): derive the budget reserve from the same clause it reserves for

Cursor Bugbot: worstCaseSizeClause built its own string that omitted the
row/rows word the real clause always carries, so the reserve ran ~5 characters
short and a tightly packed selection could still exceed
MAX_TABLE_SELECTION_CONTENT_LENGTH. A bug in the previous fix, from duplicating
the format instead of sharing it.

Replaced with one sizeClause(shown, omitted) used for both the up-front reserve
and the final prose, so the two cannot describe the count differently. The
reserve passes (rows.length, rows.length) — max digits on both counts and the
plural forced — which is an upper bound on any real clause.

The earlier tight-packing test could not see this: a single cell width leaves
whatever remainder it leaves, and 100 left more than 5 characters. Added a
sweep over widths 60-75 that collects overflows so a failure names the width;
it catches the reported bug at width 74 (20002 vs 20000).

* fix(chat): align MothershipChat's onContextRemove with the surface contract

The remaining-contexts argument was added to ChatSurfaceContextValue but not to
MothershipChat's own prop type, which forwards straight into it. Nothing passes
the handler there today so it typechecked (fewer params is assignable), but the
two declarations of the same wiring disagreed.

Does not change behavior: home still wires the remove handler only to the
empty-state surface, as it did before this PR.

* refactor(chat): apply cleanup pass findings

emcn design: the table context menu built its Add-to-Chat label in the parent
and never pluralized it, so right-clicking a single row read 'Add rows to Chat'
directly above 'Delete row'. Derive it inside ContextMenu from selectedRowCount
like every sibling label, with an addToChatCellScoped boolean mirroring
workflowCellScoped. Also more correct: selectedRowCount accounts for a
select-all beyond the loaded page, which contextMenuRowIds.length does not.

callbacks: drop two useCallback wrappers whose identity nothing observes — both
handleAddSelectionToChat handlers feed unmemoized components (one through an
inline arrow). buildSelectionContext stays wrapped; it is a real dep of the
copy-bridge effect.

comments: fold a duplicated rationale paragraph in handleAddSelectionToChat
left by two commits stacking, drop a {@link MothershipHandoff} that resolves to
nothing (the type is not imported there), and trim a rowIds doc that restated
its own type.

Skipped, deliberately: the effects pass proposed moving buildContext out of
useSelectionCopyBridge's deps behind a latest-ref. buildSelectionContext is
already stable, so churn is near-zero, and it would leave two sibling
useCallbacks purposeless.

* fix(chat): don't attach a selection chip to a copy from a nested input

Cursor Bugbot: a copy from a field inside the editor — Monaco's find box being
the common one — bubbles to the container while the document still holds a
highlight, so the bridge attached the editor selection to text the user never
copied. Chat paste then prefers the custom MIME and inserts a reference chip
instead of the search term.

Skips INPUT targets only. Copying the table grid's INPUT/TEXTAREA guard would
have suppressed the chip on the main copy path this hook exists for: Monaco's
own editing surface is a hidden textarea, unlike the grid's cell editors, which
really are form fields.

Tests cover both directions — chip attached from the textarea surface, skipped
from a nested input — and were verified to fail against the missing guard and
against the INPUT+TEXTAREA variant.

* fix(chat): persist the source names a selection chip renders from

Cursor Bugbot: fileName/tableName were mapped into the optimistic message and
accepted by the API schema, but PersistedMessageContext, buildPersistedUserMessage
and toDisplayContexts never carried them. After a reload a file_selection chip
fell back to its label for getDocumentIcon — and the label carries a location
suffix ('notes.md:12-40'), so extension detection broke.

Persists only the two names the display path reads. The rest of the payload
(text, rowIds, columnIds, line numbers) stays unpersisted on purpose: it exists
to resolve the selection server-side at send time, is never re-read when
rendering a past message, and would put a selection-sized blob — up to the 20k
char cap — in every stored message.

Test asserts both halves of that, and was verified to fail with the mapping
removed.

* refactor(chat): remove a needless alias and correct an eslint-disable reason

Self-audit for shortcuts, prompted by 'nothing hacky':

- handlePaste kept `const prepared = preparedSelection`, an alias added only to
  avoid renaming two downstream lines. Uses the real name now.
- The home.tsx drain's eslint-disable claimed handleContextAdd is 'a stable body
  function'. It is a body function, so it is a NEW value every render — the
  justification was false. Replaced with the actual reason: it is omitted to keep
  the drain one-shot, and doing so is harmless because consume() clears
  atomically, so a re-run would find nothing.

Audited the rest of the diff for suppressions, casts and swallowed errors. The
three catch blocks are documented graceful degradations with explicit fallbacks
(row-drain failure, browsers rejecting a custom clipboard MIME mid-gesture,
malformed clipboard JSON); the one double cast is a DataTransfer stub in a test.

* fix(chat): bound the sync copy path by the text limit, not the chip cap

Cursor Bugbot: writeLoadedRowsWithChip bailed once loaded rows exceeded
MAX_TABLE_SELECTION_ROWS, but buildTableSelectionContext already slices rowIds
to that cap. So selecting more than 500 loaded rows fell through to the async
path, which cannot carry a custom MIME, and silently lost the chip — while Add
to Chat on the very same selection still produced a 500-row chip.

The two limits govern different things: the chip's cap is how many rows a
table_selection can reference, the text's is TABLE_LIMITS.MAX_COPY_ROWS. Gate on
the latter. Past it the paged path still takes over, because it owns truncation
and the accompanying notice.

* refactor(tables): extract selection-to-chip helpers into utils so they are testable

Follow-up I owed on the previous round: the copy path's eligibility rule and the
context builder were module-private in a ~4,600-line component with no test file,
so the last two fixes to them were reasoned rather than covered — and both were
wrong on the first attempt.

Moves selectedColumnIds and buildTableSelectionContext to the existing
table-grid/utils.ts (which already owns RowSelection, DisplayColumn and
getColumnId), and extracts the copy decision as canWriteRowsWithChip.
writeLoadedRowsWithChip keeps only the clipboard and toast effects, so the pure
rule can be tested without a DOM. utils.ts stays free of side effects.

New utils.test.ts covers the two limits that were conflated — a selection past
the chip cap still qualifies (the context caps its own rowIds), one past
MAX_COPY_ROWS defers to the paged path — plus the all-columns collapse and both
caps. Verified to fail against the old chip-cap gate.

* fix(chat): scope selections to the columns actually picked, and stop under-counting rows

Three findings from one Bugbot round.

Hidden columns widened cell ranges (reported twice). buildTableSelectionContext
and contextMenuColumnIds collapsed a range to an open scope when it covered
'every column', comparing against displayColumns.length — which drops hidden
columns AND expands workflow groups, so it never meant 'the whole schema'.
Selecting every visible column therefore cleared columnIds and the server
re-fetched columns the user had hidden. The collapse is removed rather than
re-based on a schema count: no count available to a caller describes the schema,
and an explicit column list is what the user actually selected. totalColumnCount
is gone from the signature.

Add-to-chat label undercounted rows. The menu derived its count from
selectedRowCount (loaded rows only) while the chip was built from the full
rowSel.ids set, so the label could promise fewer rows than were sent. Both now
read one addToChatRowIds memo, with the count passed through explicitly since it
legitimately differs from the count the delete/run labels use.

Monaco line range was off by one. A full-line highlight ends at column 1 of the
FOLLOWING line, so endLineNumber named a line that contributed no text — the
chip label and the agent prompt both claimed an extra line.

The collapse test I added last round asserted the buggy behavior as correct; it
now pins the opposite, and fails if the collapse returns.

* fix(tables): cap the Add-to-Chat label at the rows a chip can carry

Cursor Bugbot: last round's fix for the label undercounting rows introduced the
opposite error. addToChatRowCount passed the raw selection size, but
buildTableSelectionContext caps rowIds at MAX_TABLE_SELECTION_ROWS, so a
2,000-row selection advertised 2,000 while the chip referenced 500 — breaking
the same invariant the fix claimed to establish.

Routes the count through a chipRowCount helper next to the builder that applies
the cap, so the label cannot drift from the payload again.

utils.test.ts now asserts the invariant directly rather than the formula:
across 1, 42, 500, 750 and 50,000 requested rows, chipRowCount equals the
rowIds length the context actually carries. Verified to fail if the cap is
dropped.

* fix(chat): stop a removed chip lingering when its label prefixes another

Cursor Bugbot: the mention sync tests each label with a lookahead that rejects
only word characters, so '-', ')' and space all let a shorter label match INSIDE
a longer token. '@notes.md:12' matches within '@notes.md:12-40', and
'@Sales (3 rows)' within '@Sales (3 rows) (2)'. Deleting the shorter chip left
its context attached, and it was still sent with the message.

The label class is pre-existing, but this PR made it routine: line ranges and
uniqueContextLabel ordinals generate prefix pairs for any two selections of the
same file or table.

Fixed at the sync rather than by reshaping labels to dodge the prefix — a label
format chosen to avoid a matcher bug would just relocate it. Contexts are now
tested longest-label-first, and each matched token is blanked before shorter
labels are tested, so every context is judged against text its own token owns.
Blanked in place, not removed, so the (^|\s) boundary of whatever sits next to
it is preserved; prev order is still what's returned.

Shared with the workflow copilot input, so tests cover both directions: the two
prefix pairs are dropped when only the longer token remains, both survive when
both tokens are present, order is preserved, and trailing punctuation after a
mention still keeps its chip.

* fix(chat): include the line range in file-selection equality

Cursor Bugbot: areContextsEqual compared only fileId and text for
file_selection, while the comment directly above claimed equality was the
selected range. A line that occurs twice in a file — a repeated import, a
closing brace — highlighted at both places produced identical text, so
prepareContextForInsert called the second a duplicate and dropped its chip,
even though the labels (notes.md:12 vs notes.md:50) were plainly different.

Comparing startLine/endLine as well makes the code match what the comment
promised. The rich-markdown editor omits the range, so both sides are undefined
there and identical text still dedupes — correct, since two identical passages
are genuinely indistinguishable without line numbers.

Tests cover both: distinct ranges stay distinct, an exact repeat still dedupes,
and the no-line-number path still dedupes. Verified the first fails against
text-only equality.

* fix(tables): drain past the cap so exclusions can't shrink a select-all chip

Cursor Bugbot: for a gutter select-all the menu count comes from
selectedRowCount (capped), but the chip was built by loading exactly
MAX_TABLE_SELECTION_ROWS and filtering exclusions AFTER. Any excluded row inside
that prefix left the chip short of the advertised count.

Third appearance of the same invariant — label vs payload — this time in the
select-all path specifically, which the earlier fixes did not touch.

Loads the cap plus the exclusion count, which covers the worst case where every
exclusion falls inside the prefix, so the filtered result still reaches the cap
whenever the table has the rows. Extracted as drainTargetForChip so the
compensation is stated and tested rather than an inline arithmetic detail.

---------

Co-authored-by: Waleed Latif <walif6@gmail.com>
---
 .../file-viewer/editor-context-menu.tsx       |  14 +-
 .../menus/bubble-menu.tsx                     |  20 +-
 .../menus/toolbar-button.tsx                  |   5 +-
 .../rich-markdown-editor.tsx                  |  45 ++-
 .../components/file-viewer/text-editor.tsx    |  47 +++
 .../use-selection-copy-bridge.test.tsx        |  88 +++++
 .../file-viewer/use-selection-copy-bridge.ts  |  44 +++
 .../chat-context-kind-registry.tsx            |  13 +
 .../chat-surface-context.tsx                  |  15 +-
 .../mothership-chat/mothership-chat.tsx       |   7 +-
 .../components/chip-clipboard-codec.ts        |  25 ++
 .../prompt-editor/use-prompt-editor.ts        | 100 ++++-
 .../home/components/user-input/user-input.tsx |  24 +-
 .../app/workspace/[workspaceId]/home/home.tsx |  61 ++-
 .../[workspaceId]/home/hooks/use-chat.ts      |  28 ++
 .../app/workspace/[workspaceId]/home/types.ts |  13 +
 .../components/context-menu/context-menu.tsx  |  34 ++
 .../components/table-grid/table-grid.tsx      | 196 ++++++++++
 .../components/table-grid/utils.test.ts       | 149 ++++++++
 .../[tableId]/components/table-grid/utils.ts  |  98 +++++
 .../hooks/use-context-management.test.tsx     | 100 +++++
 .../hooks/use-context-management.ts           |  32 +-
 .../components/user-input/utils.test.ts       | 123 ++++++
 .../copilot/components/user-input/utils.ts    |  84 +++++
 apps/sim/hooks/use-add-to-chat.ts             |  34 ++
 apps/sim/lib/copilot/chat/display-message.ts  |   2 +
 .../copilot/chat/persisted-message.test.ts    |  41 ++
 .../sim/lib/copilot/chat/persisted-message.ts |  16 +
 apps/sim/lib/copilot/chat/post.ts             |  14 +
 .../lib/copilot/chat/process-contents.test.ts | 349 +++++++++++++++++-
 apps/sim/lib/copilot/chat/process-contents.ts | 169 +++++++++
 .../copilot/chat/selection-clipboard.test.ts  | 114 ++++++
 .../lib/copilot/chat/selection-clipboard.ts   |  65 ++++
 .../copilot/chat/selection-context.test.ts    |  57 +++
 .../sim/lib/copilot/chat/selection-context.ts |  84 +++++
 .../lib/core/utils/browser-storage.test.ts    |  78 +++-
 apps/sim/lib/core/utils/browser-storage.ts    |  82 ++--
 apps/sim/lib/mothership/events.ts             |  65 +++-
 apps/sim/lib/table/rows/service.ts            |  30 ++
 apps/sim/stores/panel/types.ts                |  38 ++
 40 files changed, 2533 insertions(+), 70 deletions(-)
 create mode 100644 apps/sim/app/workspace/[workspaceId]/files/components/file-viewer/use-selection-copy-bridge.test.tsx
 create mode 100644 apps/sim/app/workspace/[workspaceId]/files/components/file-viewer/use-selection-copy-bridge.ts
 create mode 100644 apps/sim/app/workspace/[workspaceId]/tables/[tableId]/components/table-grid/utils.test.ts
 create mode 100644 apps/sim/app/workspace/[workspaceId]/w/[workflowId]/components/panel/components/copilot/components/user-input/hooks/use-context-management.test.tsx
 create mode 100644 apps/sim/app/workspace/[workspaceId]/w/[workflowId]/components/panel/components/copilot/components/user-input/utils.test.ts
 create mode 100644 apps/sim/hooks/use-add-to-chat.ts
 create mode 100644 apps/sim/lib/copilot/chat/selection-clipboard.test.ts
 create mode 100644 apps/sim/lib/copilot/chat/selection-clipboard.ts
 create mode 100644 apps/sim/lib/copilot/chat/selection-context.test.ts
 create mode 100644 apps/sim/lib/copilot/chat/selection-context.ts

diff --git a/apps/sim/app/workspace/[workspaceId]/files/components/file-viewer/editor-context-menu.tsx b/apps/sim/app/workspace/[workspaceId]/files/components/file-viewer/editor-context-menu.tsx
index 904d3c06a11..3cfd6c0e228 100644
--- a/apps/sim/app/workspace/[workspaceId]/files/components/file-viewer/editor-context-menu.tsx
+++ b/apps/sim/app/workspace/[workspaceId]/files/components/file-viewer/editor-context-menu.tsx
@@ -8,7 +8,7 @@ import {
   DropdownMenuShortcut,
   DropdownMenuTrigger,
 } from '@sim/emcn'
-import { Clipboard, Duplicate, Search, SelectAll } from '@sim/emcn/icons'
+import { Blimp, Clipboard, Duplicate, Search, SelectAll } from '@sim/emcn/icons'
 import { Scissors } from 'lucide-react'
 
 interface EditorContextMenuProps {
@@ -23,6 +23,8 @@ interface EditorContextMenuProps {
   onPaste: () => void
   onSelectAll: () => void
   onFind: () => void
+  /** Adds the current selection to Chat as a reference. Omit to hide the item. */
+  onAddToChat?: () => void
 }
 
 export function EditorContextMenu({
@@ -37,6 +39,7 @@ export function EditorContextMenu({
   onPaste,
   onSelectAll,
   onFind,
+  onAddToChat,
 }: EditorContextMenuProps) {
   return (
     <DropdownMenu open={isOpen} onOpenChange={(open) => !open && onClose()} modal={false}>
@@ -60,6 +63,15 @@ export function EditorContextMenu({
         sideOffset={2}
         onCloseAutoFocus={(e) => e.preventDefault()}
       >
+        {onAddToChat && (
+          <>
+            <DropdownMenuItem disabled={!hasSelection} onSelect={onAddToChat}>
+              <Blimp />
+              Add to Chat
+            </DropdownMenuItem>
+            <DropdownMenuSeparator />
+          </>
+        )}
         {canEdit && (
           <DropdownMenuItem disabled={!hasSelection} onSelect={onCut}>
             <Scissors />
diff --git a/apps/sim/app/workspace/[workspaceId]/files/components/file-viewer/rich-markdown-editor/menus/bubble-menu.tsx b/apps/sim/app/workspace/[workspaceId]/files/components/file-viewer/rich-markdown-editor/menus/bubble-menu.tsx
index 56b4dd78389..ca2acb30e0d 100644
--- a/apps/sim/app/workspace/[workspaceId]/files/components/file-viewer/rich-markdown-editor/menus/bubble-menu.tsx
+++ b/apps/sim/app/workspace/[workspaceId]/files/components/file-viewer/rich-markdown-editor/menus/bubble-menu.tsx
@@ -1,4 +1,5 @@
 import { useCallback, useEffect, useRef, useState } from 'react'
+import { Blimp } from '@sim/emcn/icons'
 import { posToDOMRect } from '@tiptap/core'
 import { PluginKey } from '@tiptap/pm/state'
 import type { Editor } from '@tiptap/react'
@@ -54,6 +55,8 @@ interface EditorBubbleMenuProps {
   editor: Editor
   /** The editor's scrollable viewport, used to keep the toolbar on-screen for selections taller than it. */
   scrollContainerRef: React.RefObject<HTMLDivElement | null>
+  /** Adds the current selection to Chat as a reference. Omit to hide the action. */
+  onAddToChat?: () => void
 }
 
 /**
@@ -62,7 +65,11 @@ interface EditorBubbleMenuProps {
  * live in the `/` slash menu. Active states are read through {@link useEditorState} so the bar
  * stays correct without re-rendering the editor on every transaction.
  */
-export function EditorBubbleMenu({ editor, scrollContainerRef }: EditorBubbleMenuProps) {
+export function EditorBubbleMenu({
+  editor,
+  scrollContainerRef,
+  onAddToChat,
+}: EditorBubbleMenuProps) {
   const [linkValue, setLinkValue] = useState<string | null>(null)
   const linkInputRef = useRef<HTMLInputElement>(null)
   const linkRangeRef = useRef<{ from: number; to: number } | null>(null)
@@ -243,6 +250,17 @@ export function EditorBubbleMenu({ editor, scrollContainerRef }: EditorBubbleMen
         </>
       ) : (
         <>
+          {onAddToChat && (
+            <>
+              <ToolbarButton
+                icon={Blimp}
+                label='Add to Chat'
+                isActive={false}
+                onClick={onAddToChat}
+              />
+              <ToolbarDivider />
+            </>
+          )}
           <ToolbarButton
             icon={Bold}
             label='Bold'
diff --git a/apps/sim/app/workspace/[workspaceId]/files/components/file-viewer/rich-markdown-editor/menus/toolbar-button.tsx b/apps/sim/app/workspace/[workspaceId]/files/components/file-viewer/rich-markdown-editor/menus/toolbar-button.tsx
index 7802b3197f4..bc77d683610 100644
--- a/apps/sim/app/workspace/[workspaceId]/files/components/file-viewer/rich-markdown-editor/menus/toolbar-button.tsx
+++ b/apps/sim/app/workspace/[workspaceId]/files/components/file-viewer/rich-markdown-editor/menus/toolbar-button.tsx
@@ -1,8 +1,9 @@
+import type { ComponentType, SVGProps } from 'react'
 import { cn, Tooltip } from '@sim/emcn'
-import type { LucideIcon } from 'lucide-react'
 
 interface ToolbarButtonProps {
-  icon: LucideIcon
+  /** Any SVG icon component — Lucide icons and `@sim/emcn/icons` both satisfy this. */
+  icon: ComponentType<SVGProps<SVGSVGElement>>
   label: string
   shortcut?: string
   isActive?: boolean
diff --git a/apps/sim/app/workspace/[workspaceId]/files/components/file-viewer/rich-markdown-editor/rich-markdown-editor.tsx b/apps/sim/app/workspace/[workspaceId]/files/components/file-viewer/rich-markdown-editor/rich-markdown-editor.tsx
index 5cd2f43dd3a..ffb118973d5 100644
--- a/apps/sim/app/workspace/[workspaceId]/files/components/file-viewer/rich-markdown-editor/rich-markdown-editor.tsx
+++ b/apps/sim/app/workspace/[workspaceId]/files/components/file-viewer/rich-markdown-editor/rich-markdown-editor.tsx
@@ -12,14 +12,21 @@ import type { Editor } from '@tiptap/react'
 import { EditorContent, useEditor } from '@tiptap/react'
 import { useRouter } from 'next/navigation'
 import { useSession } from '@/lib/auth/auth-client'
+import {
+  buildFileSelectionLabel,
+  truncateSelectionText,
+} from '@/lib/copilot/chat/selection-context'
 import type { WorkspaceFileRecord } from '@/lib/uploads/contexts/workspace'
 import { extractEmbeddedFileRef } from '@/lib/uploads/utils/embedded-image-ref'
 import { isUntitledName } from '@/app/workspace/[workspaceId]/files/untitled-title'
 import { useUploadWorkspaceFile } from '@/hooks/queries/workspace-files'
+import { useAddToChat } from '@/hooks/use-add-to-chat'
 import type { SaveStatus } from '@/hooks/use-autosave'
 import { useFileContentSource } from '@/hooks/use-file-content-source'
+import type { ChatContext } from '@/stores/panel'
 import { PreviewLoadingFrame } from '../preview-shared'
 import { useEditableFileContent } from '../use-editable-file-content'
+import { useSelectionCopyBridge } from '../use-selection-copy-bridge'
 import {
   announceAgentApplying,
   clearAgentApplying,
@@ -1124,6 +1131,36 @@ export function LoadedRichMarkdownEditor({
     []
   )
 
+  const addToChat = useAddToChat()
+  /**
+   * No line range: this editor renders a ProseMirror document, whose block
+   * boundaries do not correspond to markdown source lines (blank lines between
+   * paragraphs, list markers, heading prefixes and fenced blocks all shift the
+   * real line). Reporting a derived count would label the chip — and prompt the
+   * agent — with line numbers that don't exist in the file.
+   */
+  const buildSelectionContext = useCallback((): ChatContext | null => {
+    if (!editor) return null
+    const { from, to } = editor.state.selection
+    if (from === to) return null
+    const text = editor.state.doc.textBetween(from, to, '\n')
+    if (!text.trim()) return null
+    return {
+      kind: 'file_selection',
+      fileId: file.id,
+      fileName: file.name,
+      label: buildFileSelectionLabel(file.name),
+      text: truncateSelectionText(text),
+    }
+  }, [editor, file.id, file.name])
+
+  const handleAddSelectionToChat = () => {
+    const context = buildSelectionContext()
+    if (context) addToChat(context)
+  }
+
+  useSelectionCopyBridge(containerRef, buildSelectionContext)
+
   // Show the read-only placeholder (the already-fetched markdown) whenever a collaborative doc has not yet
   // seeded — including during an agent stream that begins before the seed lands. Streamed diffs are held
   // until `collabReady` (see the streaming effect), so before then the editor is empty; the placeholder
@@ -1135,7 +1172,13 @@ export function LoadedRichMarkdownEditor({
       ref={containerRef}
       className={cn('flex flex-1 flex-col overflow-y-auto', isEditable && 'cursor-text')}
     >
-      {editor && <EditorBubbleMenu editor={editor} scrollContainerRef={containerRef} />}
+      {editor && (
+        <EditorBubbleMenu
+          editor={editor}
+          scrollContainerRef={containerRef}
+          onAddToChat={handleAddSelectionToChat}
+        />
+      )}
       {editor && <TableBubbleMenu editor={editor} scrollContainerRef={containerRef} />}
       {editor && <LinkHoverCard editor={editor} />}
       <input
diff --git a/apps/sim/app/workspace/[workspaceId]/files/components/file-viewer/text-editor.tsx b/apps/sim/app/workspace/[workspaceId]/files/components/file-viewer/text-editor.tsx
index 6316f141f7d..966b1943e8c 100644
--- a/apps/sim/app/workspace/[workspaceId]/files/components/file-viewer/text-editor.tsx
+++ b/apps/sim/app/workspace/[workspaceId]/files/components/file-viewer/text-editor.tsx
@@ -5,13 +5,20 @@ import type { OnMount } from '@monaco-editor/react'
 import { cn } from '@sim/emcn'
 import type { editor as MonacoEditorTypes } from 'monaco-editor'
 import dynamic from 'next/dynamic'
+import {
+  buildFileSelectionLabel,
+  truncateSelectionText,
+} from '@/lib/copilot/chat/selection-context'
 import type { WorkspaceFileRecord } from '@/lib/uploads/contexts/workspace'
 import { getFileExtension } from '@/lib/uploads/utils/file-utils'
+import { useAddToChat } from '@/hooks/use-add-to-chat'
+import type { ChatContext } from '@/stores/panel'
 import { EditorContextMenu } from './editor-context-menu'
 import type { PreviewMode } from './file-viewer'
 import { PreviewPanel, resolvePreviewType } from './preview-panel'
 import { PreviewLoadingFrame } from './preview-shared'
 import { useEditableFileContent } from './use-editable-file-content'
+import { useSelectionCopyBridge } from './use-selection-copy-bridge'
 
 const SIM_DARK_RULES: MonacoEditorTypes.ITokenThemeRule[] = [
   { token: 'comment', foreground: '606060', fontStyle: 'italic' },
@@ -373,6 +380,38 @@ export const TextEditor = memo(function TextEditor({
 
   const monacoLanguage = resolveMonacoLanguage(file)
   const monacoTheme = useMonacoTheme()
+  const addToChat = useAddToChat()
+
+  const buildSelectionContext = useCallback((): ChatContext | null => {
+    const editor = monacoEditorRef.current
+    const sel = editor?.getSelection()
+    const model = editor?.getModel()
+    if (!editor || !sel || sel.isEmpty() || !model) return null
+    const text = model.getValueInRange(sel)
+    if (!text.trim()) return null
+    const startLine = sel.startLineNumber
+    // A full-line highlight ends at column 1 of the FOLLOWING line, so that line
+    // contributed no text — reporting it would claim a range one line longer
+    // than what was selected, in both the chip label and the agent's prompt.
+    const endLine =
+      sel.endColumn === 1 && sel.endLineNumber > startLine
+        ? sel.endLineNumber - 1
+        : sel.endLineNumber
+    return {
+      kind: 'file_selection',
+      fileId: file.id,
+      fileName: file.name,
+      label: buildFileSelectionLabel(file.name, startLine, endLine),
+      text: truncateSelectionText(text),
+      startLine,
+      endLine,
+    }
+  }, [file.id, file.name])
+
+  const handleAddSelectionToChat = () => {
+    const context = buildSelectionContext()
+    if (context) addToChat(context)
+  }
 
   const {
     content,
@@ -394,6 +433,10 @@ export const TextEditor = memo(function TextEditor({
   })
   contentRef.current = content
 
+  // Enable once content has loaded — the container (and Monaco) only mount after
+  // the `isContentLoading` early return below, so the bridge must (re-)attach then.
+  useSelectionCopyBridge(containerRef, buildSelectionContext, !isContentLoading)
+
   useEffect(() => {
     const editor = monacoEditorRef.current
     if (!editor) return
@@ -650,6 +693,10 @@ export const TextEditor = memo(function TextEditor({
           onClose={closeContextMenu}
           hasSelection={contextMenu.hasSelection}
           canEdit={!isEditorReadOnly}
+          onAddToChat={() => {
+            handleAddSelectionToChat()
+            closeContextMenu()
+          }}
           onCut={() => {
             monacoEditorRef.current?.focus()
             monacoEditorRef.current?.trigger(
diff --git a/apps/sim/app/workspace/[workspaceId]/files/components/file-viewer/use-selection-copy-bridge.test.tsx b/apps/sim/app/workspace/[workspaceId]/files/components/file-viewer/use-selection-copy-bridge.test.tsx
new file mode 100644
index 00000000000..b457be62f2a
--- /dev/null
+++ b/apps/sim/app/workspace/[workspaceId]/files/components/file-viewer/use-selection-copy-bridge.test.tsx
@@ -0,0 +1,88 @@
+/**
+ * @vitest-environment jsdom
+ */
+import { act, createRef, type RefObject } from 'react'
+import { createRoot, type Root } from 'react-dom/client'
+import { afterEach, beforeEach, describe, expect, it, vi } from 'vitest'
+import { SIM_SELECTION_MIME } from '@/lib/copilot/chat/selection-clipboard'
+import type { ChatContext } from '@/stores/panel'
+import { useSelectionCopyBridge } from './use-selection-copy-bridge'
+
+const selection: ChatContext = {
+  kind: 'file_selection',
+  fileId: 'f1',
+  fileName: 'notes.md',
+  label: 'notes.md:2-4',
+  text: 'the exact passage',
+}
+
+let container: HTMLDivElement
+let root: Root
+let containerRef: RefObject<HTMLDivElement | null>
+let buildContext: ReturnType<typeof vi.fn>
+
+/**
+ * Mirrors the editors this hook wraps: Monaco's editing surface is a hidden
+ * textarea, and its find widget is a real input nested in the same container.
+ */
+function Host() {
+  useSelectionCopyBridge(containerRef, buildContext as () => ChatContext | null)
+  return (
+    <div ref={containerRef}>
+      <textarea id='editor-surface' />
+      <input id='find-box' />
+    </div>
+  )
+}
+
+/** Dispatches a bubbling copy from `id` and returns what was written. */
+function dispatchCopy(id: string): Record<string, string> {
+  const written: Record<string, string> = {}
+  const event = new Event('copy', { bubbles: true }) as ClipboardEvent
+  Object.defineProperty(event, 'clipboardData', {
+    value: {
+      setData: (type: string, value: string) => {
+        written[type] = value
+      },
+    },
+  })
+  act(() => {
+    container.querySelector(`#${id}`)?.dispatchEvent(event)
+  })
+  return written
+}
+
+describe('useSelectionCopyBridge', () => {
+  beforeEach(() => {
+    container = document.createElement('div')
+    document.body.appendChild(container)
+    containerRef = createRef<HTMLDivElement>()
+    buildContext = vi.fn(() => selection)
+    root = createRoot(container)
+    act(() => {
+      root.render(<Host />)
+    })
+  })
+
+  afterEach(() => {
+    act(() => root.unmount())
+    container.remove()
+    vi.clearAllMocks()
+  })
+
+  it('attaches the selection when copying from the editor surface', () => {
+    const written = dispatchCopy('editor-surface')
+
+    expect(buildContext).toHaveBeenCalled()
+    expect(written[SIM_SELECTION_MIME]).toContain('file_selection')
+  })
+
+  it('ignores a copy from a nested input such as the find box', () => {
+    // The document still holds a highlight, so without the guard the chip would
+    // ride onto text the user never copied.
+    const written = dispatchCopy('find-box')
+
+    expect(buildContext).not.toHaveBeenCalled()
+    expect(written[SIM_SELECTION_MIME]).toBeUndefined()
+  })
+})
diff --git a/apps/sim/app/workspace/[workspaceId]/files/components/file-viewer/use-selection-copy-bridge.ts b/apps/sim/app/workspace/[workspaceId]/files/components/file-viewer/use-selection-copy-bridge.ts
new file mode 100644
index 00000000000..a259931a2c0
--- /dev/null
+++ b/apps/sim/app/workspace/[workspaceId]/files/components/file-viewer/use-selection-copy-bridge.ts
@@ -0,0 +1,44 @@
+'use client'
+
+import { type RefObject, useEffect } from 'react'
+import { attachSelectionContextToClipboard } from '@/lib/copilot/chat/selection-clipboard'
+import type { ChatContext } from '@/stores/panel'
+
+/**
+ * Rides a selection {@link ChatContext} onto the editor's native copy so a
+ * highlighted passage copied with Cmd+C pastes into Chat as a reference chip.
+ *
+ * Attached in the BUBBLE phase so it runs after the inner editor's own copy
+ * handler — Monaco and ProseMirror both `clearData()` before writing
+ * `text/plain`, so the custom type must be added last to survive.
+ *
+ * @param buildContext - Returns null when there is no non-empty selection.
+ * @param enabled - Re-runs the effect for a container that mounts late (behind a
+ * loading gate); a ref isn't reactive, so the effect would otherwise bail on the
+ * first render and never re-attach.
+ */
+export function useSelectionCopyBridge(
+  containerRef: RefObject<HTMLElement | null>,
+  buildContext: () => ChatContext | null,
+  enabled = true
+): void {
+  useEffect(() => {
+    const dom = containerRef.current
+    if (!dom || !enabled) return
+    const onCopy = (e: ClipboardEvent) => {
+      // A copy from a field nested in the editor — Monaco's find box being the
+      // common one — bubbles here while the document still holds a highlight,
+      // so the selection would be attached to text the user never copied.
+      //
+      // Only INPUT is skipped, deliberately: Monaco's own editing surface is a
+      // hidden TEXTAREA, so excluding textareas (as the table grid does, where
+      // the cell editors really are form fields) would suppress the chip on the
+      // main copy path this hook exists for.
+      if ((e.target as HTMLElement | null)?.tagName === 'INPUT') return
+      const context = buildContext()
+      if (context) attachSelectionContextToClipboard(e.clipboardData, context)
+    }
+    dom.addEventListener('copy', onCopy)
+    return () => dom.removeEventListener('copy', onCopy)
+  }, [containerRef, buildContext, enabled])
+}
diff --git a/apps/sim/app/workspace/[workspaceId]/home/components/chat-context-kind-registry/chat-context-kind-registry.tsx b/apps/sim/app/workspace/[workspaceId]/home/components/chat-context-kind-registry/chat-context-kind-registry.tsx
index 50cec53dfa9..5e78d0b8acb 100644
--- a/apps/sim/app/workspace/[workspaceId]/home/components/chat-context-kind-registry/chat-context-kind-registry.tsx
+++ b/apps/sim/app/workspace/[workspaceId]/home/components/chat-context-kind-registry/chat-context-kind-registry.tsx
@@ -75,6 +75,10 @@ export const CHAT_CONTEXT_KIND_REGISTRY: Record<ChatContextKind, ChatContextKind
     label: 'Table',
     renderIcon: ({ className }) => <TableIcon className={className} />,
   },
+  table_selection: {
+    label: 'Table selection',
+    renderIcon: ({ className }) => <TableIcon className={className} />,
+  },
   file: {
     label: 'File',
     renderIcon: ({ context, className }) => {
@@ -82,6 +86,15 @@ export const CHAT_CONTEXT_KIND_REGISTRY: Record<ChatContextKind, ChatContextKind
       return <FileDocIcon className={className} />
     },
   },
+  file_selection: {
+    label: 'File selection',
+    renderIcon: ({ context, className }) => {
+      // The label carries a `:line` suffix, so read the extension off the file
+      // name the context carries — `getDocumentIcon` needs `md`, not `md:12-40`.
+      const FileDocIcon = getDocumentIcon('', context.fileName ?? context.label)
+      return <FileDocIcon className={className} />
+    },
+  },
   folder: {
     label: 'Folder',
     renderIcon: ({ className }) => <FolderIcon className={className} />,
diff --git a/apps/sim/app/workspace/[workspaceId]/home/components/chat-surface-context/chat-surface-context.tsx b/apps/sim/app/workspace/[workspaceId]/home/components/chat-surface-context/chat-surface-context.tsx
index b3f9b824970..c2d0a2146b0 100644
--- a/apps/sim/app/workspace/[workspaceId]/home/components/chat-surface-context/chat-surface-context.tsx
+++ b/apps/sim/app/workspace/[workspaceId]/home/components/chat-surface-context/chat-surface-context.tsx
@@ -26,8 +26,13 @@ interface ChatSurfaceContextValue {
   userId?: string
   /** Notifies the surface owner that a context chip was added to the input. */
   onContextAdd: (context: ChatContext) => void
-  /** Notifies the surface owner that a context chip was removed from the input. */
-  onContextRemove: (context: ChatContext) => void
+  /**
+   * Notifies the surface owner that a context chip was removed from the input.
+   * `remaining` is the input's context list AFTER the removal, so the owner can
+   * tell whether any other chip still references the removed chip's resource
+   * before closing a shared slideover tab.
+   */
+  onContextRemove: (context: ChatContext, remaining: ChatContext[]) => void
   /** Opens a workspace resource referenced from rendered message content. */
   onWorkspaceResourceSelect: (resource: MothershipResource) => void
 }
@@ -42,7 +47,7 @@ interface ChatSurfaceProviderProps {
   chatId?: string
   userId?: string
   onContextAdd?: (context: ChatContext) => void
-  onContextRemove?: (context: ChatContext) => void
+  onContextRemove?: (context: ChatContext, remaining: ChatContext[]) => void
   onWorkspaceResourceSelect?: (resource: MothershipResource) => void
   children: ReactNode
 }
@@ -74,8 +79,8 @@ export function ChatSurfaceProvider({
   const stableOnContextAdd = useCallback((context: ChatContext) => {
     onContextAddRef.current?.(context)
   }, [])
-  const stableOnContextRemove = useCallback((context: ChatContext) => {
-    onContextRemoveRef.current?.(context)
+  const stableOnContextRemove = useCallback((context: ChatContext, remaining: ChatContext[]) => {
+    onContextRemoveRef.current?.(context, remaining)
   }, [])
   const stableOnWorkspaceResourceSelect = useCallback((resource: MothershipResource) => {
     onWorkspaceResourceSelectRef.current?.(resource)
diff --git a/apps/sim/app/workspace/[workspaceId]/home/components/mothership-chat/mothership-chat.tsx b/apps/sim/app/workspace/[workspaceId]/home/components/mothership-chat/mothership-chat.tsx
index 8be99a12122..fb33d9ec1de 100644
--- a/apps/sim/app/workspace/[workspaceId]/home/components/mothership-chat/mothership-chat.tsx
+++ b/apps/sim/app/workspace/[workspaceId]/home/components/mothership-chat/mothership-chat.tsx
@@ -64,7 +64,12 @@ interface MothershipChatProps {
   userId?: string
   chatId?: string
   onContextAdd?: (context: ChatContext) => void
-  onContextRemove?: (context: ChatContext) => void
+  /**
+   * Receives the input's context list AFTER the removal, so the owner can tell
+   * whether another chip still references the removed chip's resource. Matches
+   * `ChatSurfaceContextValue`, which this forwards to.
+   */
+  onContextRemove?: (context: ChatContext, remaining: ChatContext[]) => void
   onWorkspaceResourceSelect?: (resource: MothershipResource) => void
   draftScopeKey?: string
   layout?: 'mothership-view' | 'copilot-view'
diff --git a/apps/sim/app/workspace/[workspaceId]/home/components/user-input/components/chip-clipboard-codec.ts b/apps/sim/app/workspace/[workspaceId]/home/components/user-input/components/chip-clipboard-codec.ts
index 39abdc7b359..e2166acd6cc 100644
--- a/apps/sim/app/workspace/[workspaceId]/home/components/user-input/components/chip-clipboard-codec.ts
+++ b/apps/sim/app/workspace/[workspaceId]/home/components/user-input/components/chip-clipboard-codec.ts
@@ -160,6 +160,31 @@ export function serializeSelectionForClipboard(
   return result
 }
 
+/**
+ * Finds the selection-scoped chips (`file_selection` / `table_selection`) whose
+ * highlighted token falls inside `selectedText` — the chips the copy/cut path
+ * must route through the custom clipboard MIME rather than a portable link.
+ *
+ * Uses the overlay's exact tokenization so a label that is a substring of
+ * another never false-matches.
+ */
+export function selectionContextsInText(
+  selectedText: string,
+  contexts: ChatContext[]
+): ChatContext[] {
+  const ranges = computeMentionHighlightRanges(selectedText, extractContextTokens(contexts))
+  if (ranges.length === 0) return []
+  const found: ChatContext[] = []
+  for (const range of ranges) {
+    const label = stripMentionTrigger(range.token)
+    const matched = contexts.find((c) => c.label === label)
+    if (matched && (matched.kind === 'file_selection' || matched.kind === 'table_selection')) {
+      found.push(matched)
+    }
+  }
+  return found
+}
+
 /**
  * Parses all portable chip markdown links from a string, in source order.
  *
diff --git a/apps/sim/app/workspace/[workspaceId]/home/components/user-input/components/prompt-editor/use-prompt-editor.ts b/apps/sim/app/workspace/[workspaceId]/home/components/user-input/components/prompt-editor/use-prompt-editor.ts
index a969e39b741..20787e87e55 100644
--- a/apps/sim/app/workspace/[workspaceId]/home/components/user-input/components/prompt-editor/use-prompt-editor.ts
+++ b/apps/sim/app/workspace/[workspaceId]/home/components/user-input/components/prompt-editor/use-prompt-editor.ts
@@ -1,9 +1,14 @@
 import { useCallback, useEffect, useMemo, useRef, useState } from 'react'
+import {
+  attachSelectionContextToClipboard,
+  readSelectionContextFromClipboard,
+} from '@/lib/copilot/chat/selection-clipboard'
 import { snapSelectionToChips } from '@/app/workspace/[workspaceId]/home/components/user-input/chip-selection'
 import {
   chipDisplayToken,
   chipLinkToContext,
   parseChipLinks,
+  selectionContextsInText,
   serializeSelectionForClipboard,
 } from '@/app/workspace/[workspaceId]/home/components/user-input/components/chip-clipboard-codec'
 import {
@@ -20,6 +25,7 @@ import {
   useMentionTokens,
 } from '@/app/workspace/[workspaceId]/w/[workflowId]/components/panel/components/copilot/components/user-input/hooks'
 import {
+  prepareContextForInsert,
   restoreSkillTriggerText,
   SKILL_CHIP_TRIGGER,
 } from '@/app/workspace/[workspaceId]/w/[workflowId]/components/panel/components/copilot/components/user-input/utils'
@@ -461,6 +467,49 @@ export function usePromptEditor({
     [textareaRef, addContextNotified]
   )
 
+  /**
+   * Inserts contexts as `@label` chips at the caret and registers them. Unlike
+   * the menu-driven inserts, this is triggered programmatically (the
+   * highlight-to-chat action in the file/table viewers) rather than by a typed
+   * `@`/`/` trigger, so it always inserts at the current cursor position.
+   *
+   * Takes the whole batch so label collisions resolve against the chips added
+   * earlier in the same call: `selectedContexts` is React state read through a
+   * ref, so it does not reflect an add until the next render.
+   */
+  const insertContextChips = useCallback(
+    (contexts: ChatContext[]) => {
+      let attached = contextManagementRef.current.selectedContexts
+      const prepared: ChatContext[] = []
+      for (const context of contexts) {
+        const next = prepareContextForInsert(context, attached)
+        if (!next) continue
+        prepared.push(next)
+        attached = [...attached, next]
+      }
+      if (prepared.length === 0) {
+        textareaRef.current?.focus()
+        return
+      }
+
+      const textarea = textareaRef.current
+      if (textarea) {
+        const currentValue = valueRef.current
+        const insertAt = textarea.selectionStart ?? currentValue.length
+        const needsSpaceBefore = insertAt > 0 && !/\s/.test(currentValue.charAt(insertAt - 1))
+        const insertText = `${needsSpaceBefore ? ' ' : ''}${prepared.map((c) => `@${c.label} `).join('')}`
+        const newValue = `${currentValue.slice(0, insertAt)}${insertText}${currentValue.slice(insertAt)}`
+
+        pendingCursorRef.current = insertAt + insertText.length
+        valueRef.current = newValue
+        setValueState(newValue)
+      }
+
+      for (const context of prepared) addContextNotified(context)
+    },
+    [textareaRef, addContextNotified]
+  )
+
   /**
    * Only reachable via Radix's own dismiss detection (outside click /
    * Escape) — programmatic closes (`skillsMenuRef.current?.close()`) bypass
@@ -876,6 +925,34 @@ export function usePromptEditor({
   const handlePaste = useCallback((e: React.ClipboardEvent<HTMLTextAreaElement>) => {
     const textarea = e.currentTarget
 
+    // A selection copied from a file/table (Cmd+C) carries its context on a
+    // custom clipboard type — paste it as a reference chip instead of plain text.
+    // Registers via `addContext` (not the notified path) so paste never opens a
+    // side panel, matching the portable-chip-link paste below.
+    //
+    // `preventDefault` waits until there is a chip to insert: when the selection
+    // is already attached there is nothing to add, and claiming the event anyway
+    // would swallow the keystroke entirely — no chip and no text. Falling through
+    // pastes the selection's plain text, which is what the user asked for.
+    const selectionContext = readSelectionContextFromClipboard(e.clipboardData)
+    const preparedSelection = selectionContext
+      ? prepareContextForInsert(selectionContext, contextManagementRef.current.selectedContexts)
+      : null
+    if (preparedSelection) {
+      e.preventDefault()
+      const selStart = textarea.selectionStart ?? valueRef.current.length
+      const selEnd = textarea.selectionEnd ?? selStart
+      const needsSpaceBefore = selStart > 0 && !/\s/.test(valueRef.current.charAt(selStart - 1))
+      const insert = `${needsSpaceBefore ? ' ' : ''}@${preparedSelection.label} `
+      textarea.setRangeText(insert, selStart, selEnd, 'end')
+      const caret = selStart + insert.length
+      contextManagementRef.current.addContext(preparedSelection)
+      valueRef.current = textarea.value
+      setValueState(textarea.value)
+      requestAnimationFrame(() => textarea.setSelectionRange(caret, caret))
+      return
+    }
+
     // Portable chip links (`[label](sim:kind/id)`) re-create their chip on
     // paste-back. Rewrite each link span to its `@label ` token (the trailing
     // space is REQUIRED so useContextManagement's sync effect doesn't purge the
@@ -967,6 +1044,11 @@ export function usePromptEditor({
    * text and round-trip by name. Returns true when it took over the clipboard
    * (the caller must then perform the cut deletion itself, since the default
    * was prevented).
+   *
+   * Selection chips carry an inline text / row-id payload that no portable link
+   * can hold, so a lone selection chip rides the custom `text/x-sim-selection`
+   * MIME instead. That slot fits only one, so a mixed selection keeps the
+   * portable path and its selection chip degrades to bare label text.
    */
   const writeSanitizedClipboard = useCallback(
     (e: React.ClipboardEvent<HTMLTextAreaElement>): boolean => {
@@ -975,10 +1057,18 @@ export function usePromptEditor({
       const end = textarea.selectionEnd ?? 0
       const selected = textarea.value.slice(start, end)
       if (!selected) return false
-      const serialized = serializeSelectionForClipboard(
-        selected,
-        contextManagementRef.current.selectedContexts
-      )
+      const contexts = contextManagementRef.current.selectedContexts
+      const selectionChips = selectionContextsInText(selected, contexts)
+      const soleSelectionChip =
+        selectionChips.length === 1 &&
+        selected.replace(chipDisplayToken(selectionChips[0]), '').trim().length === 0
+      if (soleSelectionChip) {
+        e.preventDefault()
+        e.clipboardData.setData('text/plain', selected)
+        attachSelectionContextToClipboard(e.clipboardData, selectionChips[0])
+        return true
+      }
+      const serialized = serializeSelectionForClipboard(selected, contexts)
       if (serialized === selected) return false
       e.preventDefault()
       e.clipboardData.setData('text/plain', serialized)
@@ -1023,6 +1113,8 @@ export function usePromptEditor({
     clear,
     focusAtEnd,
     insertResources,
+    /** Inserts contexts as `@label` chips at the caret (highlight-to-chat). */
+    insertContextChips,
     insertSlashTrigger,
     openResourceMenu,
     /** The editor's textarea element — focus management, caret restore. */
diff --git a/apps/sim/app/workspace/[workspaceId]/home/components/user-input/user-input.tsx b/apps/sim/app/workspace/[workspaceId]/home/components/user-input/user-input.tsx
index 55d73124605..b35c65fe810 100644
--- a/apps/sim/app/workspace/[workspaceId]/home/components/user-input/user-input.tsx
+++ b/apps/sim/app/workspace/[workspaceId]/home/components/user-input/user-input.tsx
@@ -15,6 +15,10 @@ import { createLogger } from '@sim/logger'
 import { useParams } from 'next/navigation'
 import { getMothershipAttachmentPreviewUrl } from '@/lib/copilot/chat/attachment-preview'
 import { SIM_RESOURCE_DRAG_TYPE, SIM_RESOURCES_DRAG_TYPE } from '@/lib/copilot/resource-types'
+import {
+  MOTHERSHIP_ADD_CONTEXT_EVENT,
+  type MothershipAddContextDetail,
+} from '@/lib/mothership/events'
 import { MOTHERSHIP_ACCEPT_ATTRIBUTE } from '@/lib/uploads/utils/validation'
 import { useChatSurface } from '@/app/workspace/[workspaceId]/home/components/chat-surface-context'
 import {
@@ -172,6 +176,24 @@ const UserInputImpl = forwardRef<UserInputHandle, UserInputProps>(function UserI
     }
   }, []) // eslint-disable-line react-hooks/exhaustive-deps -- intentional mount-only restore
 
+  /**
+   * Attaches a context chip pushed from elsewhere in the app (the
+   * highlight-to-chat action in the file/table viewers). `preventDefault` claims
+   * the event so the producer knows a live input consumed it and skips its
+   * persist-and-navigate fallback.
+   */
+  useEffect(() => {
+    const handler = (e: Event) => {
+      const detail = (e as CustomEvent<MothershipAddContextDetail>).detail
+      if (!detail?.contexts?.length) return
+      e.preventDefault()
+      editorRef.current.insertContextChips(detail.contexts)
+      textareaRef.current?.focus()
+    }
+    window.addEventListener(MOTHERSHIP_ADD_CONTEXT_EVENT, handler)
+    return () => window.removeEventListener(MOTHERSHIP_ADD_CONTEXT_EVENT, handler)
+  }, [textareaRef])
+
   const isFirstSaveRef = useRef(true)
   useEffect(() => {
     if (isFirstSaveRef.current) {
@@ -223,7 +245,7 @@ const UserInputImpl = forwardRef<UserInputHandle, UserInputProps>(function UserI
       }
     }
     const removed = prev.filter((p) => !curr.some((c) => contextId(c) === contextId(p)))
-    if (removed.length > 0) removed.forEach((ctx) => onContextRemoveRef.current?.(ctx))
+    if (removed.length > 0) removed.forEach((ctx) => onContextRemoveRef.current?.(ctx, curr))
     prevSelectedContextsRef.current = curr
   }, [editor.contexts])
 
diff --git a/apps/sim/app/workspace/[workspaceId]/home/home.tsx b/apps/sim/app/workspace/[workspaceId]/home/home.tsx
index 868df0fb460..0d865489e1a 100644
--- a/apps/sim/app/workspace/[workspaceId]/home/home.tsx
+++ b/apps/sim/app/workspace/[workspaceId]/home/home.tsx
@@ -27,6 +27,7 @@ import {
   MothershipHandoffStorage,
 } from '@/lib/core/utils/browser-storage'
 import {
+  addMothershipContexts,
   MOTHERSHIP_SEND_MESSAGE_EVENT,
   type MothershipSendMessageDetail,
 } from '@/lib/mothership/events'
@@ -329,19 +330,39 @@ export function Home({ chatId, userName, userId, tableViewsEnabled }: HomeProps)
   }, [sendMessage])
 
   /**
-   * Consumes a one-shot handoff left by another surface (e.g. "Troubleshoot in
-   * Chat" on an errored log viewed from a different route) and auto-sends it
-   * into this fresh chat, tagging the run so Sim can inspect the failure. Only
-   * the cross-route path lands here — when a chat is already mounted the event
-   * above delivers directly. Gated to the new-chat surface (`!chatId`): a
+   * Consumes a one-shot handoff left by another surface and applies it to this
+   * fresh chat. Two shapes arrive here: a message handoff (e.g. "Troubleshoot in
+   * Chat" on an errored log) is auto-sent with its contexts attached; a
+   * chip-only handoff (highlight-to-chat from the standalone Files/Tables pages)
+   * seeds reference chips and sends nothing.
+   *
+   * Only the cross-route path lands here — when a chat is already mounted the
+   * events deliver directly. Gated to the new-chat surface (`!chatId`): a
    * handoff always targets a fresh chat, so an existing `/chat/[chatId]` mount
    * must never claim it if navigation races. `consume` clears the entry
    * atomically, so it fires at most once even across a StrictMode remount.
+   *
+   * Chip-only handoffs open each resource directly rather than relying on the
+   * input's listener being mounted, then dispatch so the input inserts the chip.
+   * This effect is declared after `useChat`, so its chat-init `setResources([])`
+   * has already flushed and cannot wipe the just-opened resource.
    */
   useEffect(() => {
     if (chatId) return
     const handoff = MothershipHandoffStorage.consume(workspaceId)
-    if (handoff) sendMessage(handoff.message, undefined, handoff.contexts)
+    if (!handoff) return
+    if (handoff.message) {
+      sendMessage(handoff.message, undefined, handoff.contexts)
+      return
+    }
+    const contexts = handoff.contexts ?? []
+    for (const context of contexts) handleContextAdd(context)
+    addMothershipContexts(contexts)
+    // `handleContextAdd` is a body function, so it is a new value every render;
+    // listing it would re-run this drain on every render. Omitted deliberately to
+    // keep it one-shot — and harmless either way, since `consume` clears the entry
+    // atomically and any re-run would find nothing.
+    // eslint-disable-next-line react-hooks/exhaustive-deps -- see above
   }, [chatId, workspaceId, sendMessage])
 
   function resolveResourceFromContext(
@@ -355,24 +376,48 @@ export function Home({ chatId, userName, userId, tableViewsEnabled }: HomeProps)
         return context.knowledgeId ? { type: 'knowledgebase', id: context.knowledgeId } : null
       case 'table':
         return context.tableId ? { type: 'table', id: context.tableId } : null
+      case 'table_selection':
+        return context.tableId ? { type: 'table', id: context.tableId } : null
       case 'file':
         return context.fileId ? { type: 'file', id: context.fileId } : null
+      case 'file_selection':
+        return context.fileId ? { type: 'file', id: context.fileId } : null
       default:
         return null
     }
   }
 
+  /**
+   * Tab title for the resource a chip opens. A selection chip's label describes
+   * the selection (`notes.md:12-40`, `Sales (3 rows)`) but the tab shows the
+   * whole file/table, so title it from the resource name the context carries.
+   */
+  function resourceTitleForContext(context: ChatContext): string {
+    if (context.kind === 'file_selection') return context.fileName
+    if (context.kind === 'table_selection') return context.tableName
+    return context.label
+  }
+
   function handleContextAdd(context: ChatContext) {
     const resolved = resolveResourceFromContext(context)
     if (resolved) {
-      addResource({ ...resolved, title: context.label })
+      addResource({ ...resolved, title: resourceTitleForContext(context) })
       handleResourceEvent()
     }
   }
 
-  function handleInitialContextRemove(context: ChatContext) {
+  function handleInitialContextRemove(context: ChatContext, remaining: ChatContext[]) {
     const resolved = resolveResourceFromContext(context)
     if (!resolved) return
+    // A whole-file chip and one or more of its selection chips (or several
+    // selections of the same file/table) all resolve to the same resource tab.
+    // Only close the tab once no remaining chip still references it, so removing
+    // one of several chips doesn't yank a slideover the others still point at.
+    const stillReferenced = remaining.some((other) => {
+      const otherResolved = resolveResourceFromContext(other)
+      return otherResolved?.type === resolved.type && otherResolved.id === resolved.id
+    })
+    if (stillReferenced) return
     removeResource(resolved.type, resolved.id)
   }
 
diff --git a/apps/sim/app/workspace/[workspaceId]/home/hooks/use-chat.ts b/apps/sim/app/workspace/[workspaceId]/home/hooks/use-chat.ts
index 66a5a47658a..17fee29df74 100644
--- a/apps/sim/app/workspace/[workspaceId]/home/hooks/use-chat.ts
+++ b/apps/sim/app/workspace/[workspaceId]/home/hooks/use-chat.ts
@@ -315,8 +315,21 @@ function isChatContext(value: unknown): value is ChatContext {
       return value.knowledgeId === undefined || typeof value.knowledgeId === 'string'
     case 'table':
       return typeof value.tableId === 'string'
+    case 'table_selection':
+      return (
+        typeof value.tableId === 'string' &&
+        typeof value.tableName === 'string' &&
+        Array.isArray(value.rowIds) &&
+        value.rowIds.every((id) => typeof id === 'string')
+      )
     case 'file':
       return typeof value.fileId === 'string'
+    case 'file_selection':
+      return (
+        typeof value.fileId === 'string' &&
+        typeof value.fileName === 'string' &&
+        typeof value.text === 'string'
+      )
     case 'folder':
       return typeof value.folderId === 'string'
     case 'filefolder':
@@ -3221,6 +3234,21 @@ export function useChat(
         ...(c.kind === 'skill' && 'skillId' in c ? { skillId: c.skillId } : {}),
         ...(c.kind === 'integration' && 'blockType' in c ? { blockType: c.blockType } : {}),
         ...(c.kind === 'mcp' && 'serverId' in c ? { serverId: c.serverId } : {}),
+        ...(c.kind === 'file_selection'
+          ? {
+              fileName: c.fileName,
+              text: c.text,
+              ...(c.startLine ? { startLine: c.startLine } : {}),
+              ...(c.endLine ? { endLine: c.endLine } : {}),
+            }
+          : {}),
+        ...(c.kind === 'table_selection'
+          ? {
+              tableName: c.tableName,
+              rowIds: c.rowIds,
+              ...(c.columnIds ? { columnIds: c.columnIds } : {}),
+            }
+          : {}),
       }))
       const cachedUserMsg: PersistedMessage = {
         id: userMessageId,
diff --git a/apps/sim/app/workspace/[workspaceId]/home/types.ts b/apps/sim/app/workspace/[workspaceId]/home/types.ts
index 4759bb9d1d6..4f97cc541b2 100644
--- a/apps/sim/app/workspace/[workspaceId]/home/types.ts
+++ b/apps/sim/app/workspace/[workspaceId]/home/types.ts
@@ -148,6 +148,19 @@ export interface ChatMessageContext {
   blockType?: string
   skillId?: string
   serverId?: string
+  /** Selected passage for a `file_selection` context. */
+  text?: string
+  /** Source file name for a `file_selection` context. */
+  fileName?: string
+  /** 1-based inclusive line range for a `file_selection` context. */
+  startLine?: number
+  endLine?: number
+  /** Source table name for a `table_selection` context. */
+  tableName?: string
+  /** Selected row ids for a `table_selection` context. */
+  rowIds?: string[]
+  /** Selected column ids for a `table_selection` cell range. */
+  columnIds?: string[]
 }
 
 export interface ChatMessage {
diff --git a/apps/sim/app/workspace/[workspaceId]/tables/[tableId]/components/context-menu/context-menu.tsx b/apps/sim/app/workspace/[workspaceId]/tables/[tableId]/components/context-menu/context-menu.tsx
index 34d6561b689..8c4245f33c2 100644
--- a/apps/sim/app/workspace/[workspaceId]/tables/[tableId]/components/context-menu/context-menu.tsx
+++ b/apps/sim/app/workspace/[workspaceId]/tables/[tableId]/components/context-menu/context-menu.tsx
@@ -8,6 +8,7 @@ import {
 import {
   ArrowDown,
   ArrowUp,
+  Blimp,
   Duplicate,
   Eye,
   Pencil,
@@ -55,6 +56,21 @@ interface ContextMenuProps {
    */
   disableDuplicate?: boolean
   disableDelete?: boolean
+  /** Adds the selected rows / cell range to Chat as a reference. Omit to hide. */
+  onAddToChat?: () => void
+  /**
+   * True when the selection is a spreadsheet-style cell range rather than whole
+   * rows, switching the label from row-scoped to cell-scoped. Mirrors
+   * {@link ContextMenuProps.workflowCellScoped}.
+   */
+  addToChatCellScoped?: boolean
+  /**
+   * Rows the chip will reference. Differs from {@link ContextMenuProps.selectedRowCount}
+   * because a gutter selection can extend past the loaded page and the chip
+   * carries ids the server re-fetches, so the label must not promise fewer rows
+   * than are actually sent. Defaults to `selectedRowCount`.
+   */
+  addToChatRowCount?: number
 }
 
 export function ContextMenu({
@@ -79,6 +95,9 @@ export function ContextMenu({
   disableInsert = false,
   disableDuplicate = false,
   disableDelete = false,
+  onAddToChat,
+  addToChatCellScoped = false,
+  addToChatRowCount,
 }: ContextMenuProps) {
   const count = selectedRowCount.toLocaleString()
   const deleteLabel = selectedRowCount > 1 ? `Delete ${count} rows` : 'Delete row'
@@ -100,6 +119,12 @@ export function ContextMenu({
     runningInSelectionCount === 1
       ? 'Stop running workflow'
       : `Stop ${runningInSelectionCount} running workflows`
+  const addToChatRows = addToChatRowCount ?? selectedRowCount
+  const addToChatLabel = addToChatCellScoped
+    ? 'Add cell range to Chat'
+    : addToChatRows > 1
+      ? `Add ${addToChatRows.toLocaleString()} rows to Chat`
+      : 'Add row to Chat'
 
   return (
     <DropdownMenu
@@ -127,6 +152,15 @@ export function ContextMenu({
         sideOffset={4}
         onCloseAutoFocus={(e) => e.preventDefault()}
       >
+        {onAddToChat && (
+          <>
+            <DropdownMenuItem onSelect={onAddToChat}>
+              <Blimp />
+              {addToChatLabel}
+            </DropdownMenuItem>
+            <DropdownMenuSeparator />
+          </>
+        )}
         {contextMenu.columnName && canEditCell && (
           <DropdownMenuItem disabled={disableEdit} onSelect={onEditCell}>
             <Pencil />
diff --git a/apps/sim/app/workspace/[workspaceId]/tables/[tableId]/components/table-grid/table-grid.tsx b/apps/sim/app/workspace/[workspaceId]/tables/[tableId]/components/table-grid/table-grid.tsx
index da0f38bc8dc..bcca45899c4 100644
--- a/apps/sim/app/workspace/[workspaceId]/tables/[tableId]/components/table-grid/table-grid.tsx
+++ b/apps/sim/app/workspace/[workspaceId]/tables/[tableId]/components/table-grid/table-grid.tsx
@@ -11,6 +11,7 @@ import { useVirtualizer } from '@tanstack/react-virtual'
 import { useParams } from 'next/navigation'
 import { usePostHog } from 'posthog-js/react'
 import type { RunLimit, RunMode, TableFindMatch } from '@/lib/api/contracts/tables'
+import { attachSelectionContextToClipboard } from '@/lib/copilot/chat/selection-clipboard'
 import { captureEvent } from '@/lib/posthog/client'
 import type {
   ColumnDefinition,
@@ -41,8 +42,10 @@ import {
   useUpdateTableRow,
   useUpdateWorkflowGroup,
 } from '@/hooks/queries/tables'
+import { useAddToChat } from '@/hooks/use-add-to-chat'
 import { useInlineRename } from '@/hooks/use-inline-rename'
 import { extractCreatedRowId, useTableUndo } from '@/hooks/use-table-undo'
+import type { ChatContext } from '@/stores/panel'
 import type { DeletedRowSnapshot } from '@/stores/table/types'
 import { useContextMenu, useTable } from '../../hooks'
 import type { EditingCell, QueryOptions, SaveReason } from '../../types'
@@ -61,11 +64,15 @@ import { AddRowButton, SelectAllCheckbox, TableColGroup } from './table-primitiv
 import type { DisplayColumn } from './types'
 import {
   buildHeaderGroups,
+  buildTableSelectionContext,
   type CellCoord,
+  canWriteRowsWithChip,
   checkboxColLayout,
+  chipRowCount,
   classifyExecStatusMix,
   collectRowSnapshots,
   computeNormalizedSelection,
+  drainTargetForChip,
   type ExecStatusMix,
   expandToDisplayColumns,
   isCellInSelection,
@@ -77,6 +84,7 @@ import {
   rowSelectionIncludes,
   rowSelectionIsEmpty,
   rowSelectionMaterialize,
+  selectedColumnIds,
 } from './utils'
 
 const logger = createLogger('TableView')
@@ -306,6 +314,40 @@ function cellToText(value: unknown, column?: DisplayColumn): string {
   return typeof value === 'object' ? JSON.stringify(value) : String(value)
 }
 
+/**
+ * Copies `rows` synchronously on the copy event so a chat-selection chip can
+ * ride alongside the tab-separated text. Eligibility lives in
+ * {@link canWriteRowsWithChip}; this owns only the clipboard and toast effects.
+ *
+ * @returns True when it handled the copy, false to fall through to the paged path.
+ */
+function writeLoadedRowsWithChip(opts: {
+  clipboardData: DataTransfer | null
+  rows: TableRowType[]
+  complete: boolean
+  buildCells: (row: TableRowType) => string[]
+  context: ChatContext | null
+}): boolean {
+  const { rows, context } = opts
+  if (
+    !canWriteRowsWithChip({
+      rowCount: rows.length,
+      complete: opts.complete,
+      hasContext: Boolean(context),
+    }) ||
+    !context
+  ) {
+    return false
+  }
+  opts.clipboardData?.setData(
+    'text/plain',
+    rows.map((row) => opts.buildCells(row).join('\t')).join('\n')
+  )
+  attachSelectionContextToClipboard(opts.clipboardData, context)
+  toast.success(`Copied ${rows.length} ${rows.length === 1 ? 'row' : 'rows'}`)
+  return true
+}
+
 /**
  * Value-equality for a cell's stored value vs a pending edit. Primitives compare
  * with `===`; arrays/objects (multiselect id arrays, json) compare structurally
@@ -992,6 +1034,9 @@ export function TableGrid({
   const rowSelectionRef = useRef(rowSelection)
   rowSelectionRef.current = rowSelection
 
+  const tableNameRef = useRef(tableData?.name)
+  tableNameRef.current = tableData?.name
+
   columnsRef.current = displayColumns
   schemaColumnsRef.current = columns
   workflowGroupsRef.current = tableWorkflowGroups
@@ -2925,6 +2970,30 @@ export function TableGrid({
 
       if (!rowSelectionIsEmpty(rowSel)) {
         e.preventDefault()
+        // Only an explicit multi-row selection can take this path: a filtered
+        // select-all ('all') pages in rows beyond those loaded, which the async
+        // fall-through must fetch. `complete` refers to the copied TEXT only —
+        // for 'some' the fall-through re-reads these same loaded rows (see its
+        // `loadRows`), so it can never serialize more than this does. The chip
+        // is not bound by that; see `rowIds` below.
+        if (rowSel.kind === 'some') {
+          const selectedRows = currentRows.filter((row) => rowSelectionIncludes(rowSel, row.id))
+          const handled = writeLoadedRowsWithChip({
+            clipboardData: e.clipboardData,
+            rows: selectedRows,
+            complete: true,
+            buildCells: (row) => cols.map((col) => cellToText(row.data[col.key], col)),
+            context: buildTableSelectionContext({
+              tableId,
+              tableName: tableNameRef.current,
+              // Every selected id, not just the loaded page: the chip carries
+              // ids and the server re-fetches them, so an unloaded row still
+              // reaches the agent. Only the pasted text is limited to `rows`.
+              rowIds: [...rowSel.ids],
+            }),
+          })
+          if (handled) return
+        }
         writeSelectionToClipboard({
           loadRows:
             rowSel.kind === 'all'
@@ -2953,6 +3022,24 @@ export function TableGrid({
           if (name) colNames.push(name)
         }
         const colByKey = new Map(cols.map((c) => [c.key, c]))
+
+        // A column-header selection spans every row, and its fall-through pages
+        // in the rest — so the chip path applies only once all of them are here.
+        const handled = writeLoadedRowsWithChip({
+          clipboardData: e.clipboardData,
+          rows: currentRows,
+          complete: currentRows.length >= selectAllTotalRef.current,
+          buildCells: (row) =>
+            colNames.map((name) => cellToText(row.data[name], colByKey.get(name))),
+          context: buildTableSelectionContext({
+            tableId,
+            tableName: tableNameRef.current,
+            rowIds: currentRows.map((row) => row.id),
+            columnIds: selectedColumnIds(cols, sel),
+          }),
+        })
+        if (handled) return
+
         writeSelectionToClipboard({
           loadRows: () => ensureRowsLoadedUpToRef.current(TABLE_LIMITS.MAX_COPY_ROWS),
           selectRow: () => true,
@@ -2964,6 +3051,21 @@ export function TableGrid({
         return
       }
 
+      // The cell-range write below is already synchronous, so the chip simply
+      // rides along on the same event.
+      const rangeRowIds: string[] = []
+      for (let r = sel.startRow; r <= sel.endRow; r++) {
+        const row = currentRows[r]
+        if (row) rangeRowIds.push(row.id)
+      }
+      const rangeContext = buildTableSelectionContext({
+        tableId,
+        tableName: tableNameRef.current,
+        rowIds: rangeRowIds,
+        columnIds: selectedColumnIds(cols, sel),
+      })
+      if (rangeContext) attachSelectionContextToClipboard(e.clipboardData, rangeContext)
+
       const lines: string[] = []
       for (let r = sel.startRow; r <= sel.endRow; r++) {
         const cells: string[] = []
@@ -3682,6 +3784,95 @@ export function TableGrid({
       )
     : contextMenuRowIds.length || 1
 
+  /**
+   * Rows the Add to Chat chip will reference, before the async drain that
+   * select-all and column selections perform. A gutter `some` selection can
+   * extend past the loaded page, and the chip carries ids the server re-fetches,
+   * so it uses the whole set rather than the loaded intersection
+   * `contextMenuRowIds` holds. Shared with the menu label so the count shown and
+   * the count sent can't disagree.
+   */
+  const addToChatRowIds = useMemo<string[]>(() => {
+    if (
+      rowSelection.kind === 'some' &&
+      contextMenu.row &&
+      rowSelectionIncludes(rowSelection, contextMenu.row.id)
+    ) {
+      return [...rowSelection.ids]
+    }
+    return contextMenuRowIds
+  }, [rowSelection, contextMenu.row, contextMenuRowIds])
+
+  /**
+   * Column ids for an "Add to chat" table selection. A spreadsheet-style cell
+   * range AND a column-header selection (which spans every row of the chosen
+   * columns) narrow the columns; whole-row (gutter) selections and single rows
+   * send every column (undefined).
+   */
+  const contextMenuColumnIds = useMemo<string[] | undefined>(() => {
+    if (!contextMenu.isOpen || !contextMenu.row) return undefined
+    if (
+      !rowSelectionIsEmpty(rowSelection) &&
+      rowSelectionIncludes(rowSelection, contextMenu.row.id)
+    ) {
+      return undefined
+    }
+    const sel = normalizedSelection
+    if (!sel) return undefined
+    const contextRowArrayIndex = rows.findIndex((r) => r.id === contextMenu.row!.id)
+    if (contextRowArrayIndex < sel.startRow || contextRowArrayIndex > sel.endRow) return undefined
+    // Collapsed here too (not only in buildTableSelectionContext) because this
+    // also decides whether the menu item reads "cell range" or "rows".
+    // Not collapsed to `undefined` when it spans every visible column: hidden
+    // columns mean "all visible" is not "all", and widening would send the agent
+    // columns the user hid. See buildTableSelectionContext.
+    const ids = selectedColumnIds(displayColumns, sel)
+    return ids.length > 0 ? ids : undefined
+  }, [contextMenu.isOpen, contextMenu.row, rowSelection, normalizedSelection, rows, displayColumns])
+
+  const addToChat = useAddToChat()
+  const handleAddSelectionToChat = useCallback(async () => {
+    // A gutter select-all (filtered) or a column-header selection (every row of
+    // the chosen columns) covers rows beyond the loaded page that
+    // `contextMenuRowIds` reflects; drain up to the cap so the chip references as
+    // many rows as it can carry (bounded by MAX_TABLE_SELECTION_ROWS) instead of a
+    // silent loaded-only subset — mirroring how the copy path loads before writing.
+    let sourceRowIds = addToChatRowIds
+    if (contextMenuIsSelectAll || isColumnSelectionRef.current) {
+      try {
+        const excludedCount =
+          rowSelectionRef.current.kind === 'all' ? (rowSelectionRef.current.excluded?.size ?? 0) : 0
+        const { rows: loaded } = await ensureRowsLoadedUpToRef.current(
+          drainTargetForChip(excludedCount)
+        )
+        // A column selection spans all rows; a gutter select-all filters by the
+        // (exclusion-aware) row selection.
+        const drained = (
+          contextMenuIsSelectAll
+            ? loaded.filter((row) => rowSelectionIncludes(rowSelectionRef.current, row.id))
+            : loaded
+        ).map((row) => row.id)
+        if (drained.length > 0) sourceRowIds = drained
+      } catch {
+        // Fall back to the already-loaded rows if the drain fails.
+      }
+    }
+    const context = buildTableSelectionContext({
+      tableId,
+      tableName: tableData?.name,
+      rowIds: sourceRowIds,
+      columnIds: contextMenuColumnIds,
+    })
+    if (context) addToChat(context)
+  }, [
+    addToChat,
+    addToChatRowIds,
+    contextMenuColumnIds,
+    contextMenuIsSelectAll,
+    tableId,
+    tableData?.name,
+  ])
+
   const pendingUpdate = updateRowMutation.isPending ? updateRowMutation.variables : null
 
   /**
@@ -4404,6 +4595,11 @@ export function TableGrid({
         disableInsert={!canManualAddRow}
         disableDuplicate={!canInsertFullRow}
         disableDelete={!canDeleteRow}
+        onAddToChat={addToChatRowIds.length > 0 ? handleAddSelectionToChat : undefined}
+        addToChatCellScoped={Boolean(contextMenuColumnIds)}
+        addToChatRowCount={chipRowCount(
+          contextMenuIsSelectAll ? selectedRowCount : addToChatRowIds.length
+        )}
       />
 
       <ExpandedCellPopover
diff --git a/apps/sim/app/workspace/[workspaceId]/tables/[tableId]/components/table-grid/utils.test.ts b/apps/sim/app/workspace/[workspaceId]/tables/[tableId]/components/table-grid/utils.test.ts
new file mode 100644
index 00000000000..0dc6c3cd9b2
--- /dev/null
+++ b/apps/sim/app/workspace/[workspaceId]/tables/[tableId]/components/table-grid/utils.test.ts
@@ -0,0 +1,149 @@
+/**
+ * @vitest-environment node
+ */
+import { describe, expect, it } from 'vitest'
+import {
+  MAX_TABLE_SELECTION_COLUMNS,
+  MAX_TABLE_SELECTION_ROWS,
+} from '@/lib/copilot/chat/selection-context'
+import { TABLE_LIMITS } from '@/lib/table/constants'
+import type { DisplayColumn } from './types'
+import {
+  buildTableSelectionContext,
+  canWriteRowsWithChip,
+  chipRowCount,
+  drainTargetForChip,
+  selectedColumnIds,
+} from './utils'
+
+function columns(count: number): DisplayColumn[] {
+  return Array.from({ length: count }, (_, i) => ({
+    id: `c${i}`,
+    name: `Col ${i}`,
+  })) as unknown as DisplayColumn[]
+}
+
+const rowIds = (count: number) => Array.from({ length: count }, (_, i) => `r${i}`)
+
+describe('selectedColumnIds', () => {
+  it('returns the ids the range spans', () => {
+    expect(selectedColumnIds(columns(5), { startCol: 1, endCol: 3 })).toEqual(['c1', 'c2', 'c3'])
+  })
+
+  it('stops at the last column when the range overruns', () => {
+    expect(selectedColumnIds(columns(2), { startCol: 0, endCol: 9 })).toEqual(['c0', 'c1'])
+  })
+})
+
+describe('buildTableSelectionContext', () => {
+  const base = { tableId: 't1', tableName: 'Sales' }
+
+  it('returns null before the table name has loaded, or with nothing selected', () => {
+    expect(buildTableSelectionContext({ ...base, tableName: undefined, rowIds: ['r1'] })).toBeNull()
+    expect(buildTableSelectionContext({ ...base, rowIds: [] })).toBeNull()
+  })
+
+  it('caps rows at the chip limit and labels the capped count, not the requested one', () => {
+    const context = buildTableSelectionContext({
+      ...base,
+      rowIds: rowIds(MAX_TABLE_SELECTION_ROWS + 250),
+    })
+
+    expect(context?.kind).toBe('table_selection')
+    if (context?.kind !== 'table_selection') throw new Error('expected a table_selection')
+    expect(context.rowIds).toHaveLength(MAX_TABLE_SELECTION_ROWS)
+    expect(context.label).toContain(`${MAX_TABLE_SELECTION_ROWS} rows`)
+  })
+
+  it('keeps a full-width range scoped rather than widening it to every column', () => {
+    // Callers can only count rendered columns, which drop hidden ones and expand
+    // workflow groups — so "covers everything visible" is not "covers the
+    // schema". Widening here would re-fetch columns the user had hidden.
+    const context = buildTableSelectionContext({
+      ...base,
+      rowIds: ['r1'],
+      columnIds: ['c0', 'c1', 'c2'],
+    })
+
+    if (context?.kind !== 'table_selection') throw new Error('expected a table_selection')
+    expect(context.columnIds).toEqual(['c0', 'c1', 'c2'])
+  })
+
+  it('leaves the scope open only when no columns are given (whole rows)', () => {
+    const context = buildTableSelectionContext({ ...base, rowIds: ['r1'] })
+
+    if (context?.kind !== 'table_selection') throw new Error('expected a table_selection')
+    expect(context.columnIds).toBeUndefined()
+  })
+
+  it('keeps a narrower range scoped, capped at the column limit', () => {
+    const context = buildTableSelectionContext({
+      ...base,
+      rowIds: ['r1'],
+      columnIds: Array.from({ length: MAX_TABLE_SELECTION_COLUMNS + 10 }, (_, i) => `c${i}`),
+    })
+
+    if (context?.kind !== 'table_selection') throw new Error('expected a table_selection')
+    expect(context.columnIds).toHaveLength(MAX_TABLE_SELECTION_COLUMNS)
+  })
+})
+
+describe('canWriteRowsWithChip', () => {
+  const ok = { rowCount: 10, complete: true, hasContext: true }
+
+  it('allows a complete, in-bounds selection that has a chip to carry', () => {
+    expect(canWriteRowsWithChip(ok)).toBe(true)
+  })
+
+  it('defers when there is no chip, nothing selected, or the paged path would load more', () => {
+    expect(canWriteRowsWithChip({ ...ok, hasContext: false })).toBe(false)
+    expect(canWriteRowsWithChip({ ...ok, rowCount: 0 })).toBe(false)
+    expect(canWriteRowsWithChip({ ...ok, complete: false })).toBe(false)
+  })
+
+  it('stays allowed past the chip row cap — the context caps itself', () => {
+    // Gating on MAX_TABLE_SELECTION_ROWS here would drop the chip entirely on
+    // the async fall-through, while Add to Chat on the same selection still
+    // produces a capped chip.
+    expect(canWriteRowsWithChip({ ...ok, rowCount: MAX_TABLE_SELECTION_ROWS + 100 })).toBe(true)
+  })
+
+  it('defers past the text copy limit, which owns truncation', () => {
+    expect(canWriteRowsWithChip({ ...ok, rowCount: TABLE_LIMITS.MAX_COPY_ROWS })).toBe(true)
+    expect(canWriteRowsWithChip({ ...ok, rowCount: TABLE_LIMITS.MAX_COPY_ROWS + 1 })).toBe(false)
+  })
+})
+
+describe('chipRowCount', () => {
+  it.each([1, 42, MAX_TABLE_SELECTION_ROWS, MAX_TABLE_SELECTION_ROWS + 250, 50_000])(
+    'agrees with what a context carries for %i requested rows',
+    (requested) => {
+      // The invariant that keeps breaking: a label derived from the raw
+      // selection size over-promises once the context caps its rowIds, and one
+      // derived from the loaded page under-promises. Both must equal this.
+      const context = buildTableSelectionContext({
+        tableId: 't1',
+        tableName: 'Sales',
+        rowIds: rowIds(requested),
+      })
+
+      if (context?.kind !== 'table_selection') throw new Error('expected a table_selection')
+      expect(chipRowCount(requested)).toBe(context.rowIds.length)
+    }
+  )
+})
+
+describe('drainTargetForChip', () => {
+  it('still yields a full cap when every exclusion lands in the loaded prefix', () => {
+    // The worst case for a gutter select-all: exclusions are filtered out AFTER
+    // loading, so loading only the cap would leave the chip short of the count
+    // the menu already advertised.
+    const excluded = 30
+
+    expect(drainTargetForChip(excluded) - excluded).toBe(MAX_TABLE_SELECTION_ROWS)
+  })
+
+  it('loads exactly the cap when nothing is excluded', () => {
+    expect(drainTargetForChip(0)).toBe(MAX_TABLE_SELECTION_ROWS)
+  })
+})
diff --git a/apps/sim/app/workspace/[workspaceId]/tables/[tableId]/components/table-grid/utils.ts b/apps/sim/app/workspace/[workspaceId]/tables/[tableId]/components/table-grid/utils.ts
index 788d11f6579..b2486fcf969 100644
--- a/apps/sim/app/workspace/[workspaceId]/tables/[tableId]/components/table-grid/utils.ts
+++ b/apps/sim/app/workspace/[workspaceId]/tables/[tableId]/components/table-grid/utils.ts
@@ -1,4 +1,9 @@
 import type { ActiveDispatch } from '@/lib/api/contracts/tables'
+import {
+  buildTableSelectionLabel,
+  MAX_TABLE_SELECTION_COLUMNS,
+  MAX_TABLE_SELECTION_ROWS,
+} from '@/lib/copilot/chat/selection-context'
 import type {
   ColumnDefinition,
   RowExecutionMetadata,
@@ -7,7 +12,9 @@ import type {
   WorkflowGroup,
 } from '@/lib/table'
 import { getColumnId } from '@/lib/table/column-keys'
+import { TABLE_LIMITS } from '@/lib/table/constants'
 import { areGroupDepsSatisfied, areOutputsFilled } from '@/lib/table/deps'
+import type { ChatContext } from '@/stores/panel'
 import type { DeletedRowSnapshot } from '@/stores/table/types'
 import type { DisplayColumn } from './types'
 
@@ -351,3 +358,94 @@ export function collectRowSnapshots(rows: Iterable<TableRowType>): DeletedRowSna
   }
   return snapshots
 }
+
+/** Column ids spanned by a normalized selection's column range. */
+export function selectedColumnIds(
+  columns: DisplayColumn[],
+  selection: { startCol: number; endCol: number }
+): string[] {
+  const ids: string[] = []
+  for (let c = selection.startCol; c <= selection.endCol && c < columns.length; c++) {
+    ids.push(getColumnId(columns[c]))
+  }
+  return ids
+}
+
+/**
+ * Materializes a `table_selection` chat context from a grid selection, applying
+ * the shared row/column caps. `columnIds` narrows the context to a cell range;
+ * omit it for a whole-row selection, where the agent should see every column.
+ * Returns null before the table name has loaded or when nothing is selected.
+ *
+ * A range is never widened back to an open scope for "covering everything":
+ * the only counts available to callers come from the rendered grid, which both
+ * drops hidden columns and expands workflow groups, so "all of them" cannot be
+ * compared to the schema. Treating a full-width range as whole rows would let
+ * the server re-fetch columns the user had hidden.
+ */
+export function buildTableSelectionContext(opts: {
+  tableId: string
+  tableName: string | undefined
+  rowIds: string[]
+  columnIds?: string[]
+}): ChatContext | null {
+  const { tableId, tableName, columnIds } = opts
+  if (!tableName || opts.rowIds.length === 0) return null
+  const rowIds = opts.rowIds.slice(0, MAX_TABLE_SELECTION_ROWS)
+  const scopedColumnIds =
+    columnIds && columnIds.length > 0 ? columnIds.slice(0, MAX_TABLE_SELECTION_COLUMNS) : undefined
+  return {
+    kind: 'table_selection',
+    tableId,
+    tableName,
+    label: buildTableSelectionLabel(tableName, rowIds.length, scopedColumnIds?.length),
+    rowIds,
+    ...(scopedColumnIds ? { columnIds: scopedColumnIds } : {}),
+  }
+}
+
+/**
+ * How many rows to load before building a select-all chip. A gutter select-all
+ * can carry exclusions anywhere in the table, and they are filtered out AFTER
+ * loading — so loading only {@link MAX_TABLE_SELECTION_ROWS} yields fewer than
+ * the cap whenever an excluded row sits in that prefix, leaving the chip short
+ * of the count the menu advertised. Loading the cap plus the exclusion count
+ * covers the worst case, where every exclusion falls inside the prefix.
+ */
+export function drainTargetForChip(excludedCount: number): number {
+  return MAX_TABLE_SELECTION_ROWS + excludedCount
+}
+
+/**
+ * Rows a chip will actually reference for a selection of `requested` rows —
+ * {@link buildTableSelectionContext} caps its `rowIds`, so any count shown to
+ * the user must pass through here or the UI promises more than it sends.
+ */
+export function chipRowCount(requested: number): number {
+  return Math.min(requested, MAX_TABLE_SELECTION_ROWS)
+}
+
+/**
+ * Whether a copy can be written synchronously on the event — the only way a
+ * chat-selection chip survives, since the paged path's async Clipboard API write
+ * replaces the whole clipboard and cannot carry a custom MIME type.
+ *
+ * Bounded by the TEXT limit, not the chip's row cap: a context slices its own
+ * `rowIds` to {@link MAX_TABLE_SELECTION_ROWS}, so a larger selection should
+ * still copy in full here and carry a chip for as many rows as a chip can
+ * reference — matching what Add to Chat does with the same selection. Gating on
+ * the chip cap instead drops the chip entirely. Past `MAX_COPY_ROWS` the paged
+ * path must take over, because it owns truncation and its user-facing notice.
+ *
+ * @param complete - Whether the caller's rows are everything the copy should
+ * contain. False when the paged path would load rows the caller cannot see yet,
+ * so deferring to it copies strictly more.
+ */
+export function canWriteRowsWithChip(opts: {
+  rowCount: number
+  complete: boolean
+  hasContext: boolean
+}): boolean {
+  if (!opts.hasContext || !opts.complete) return false
+  return opts.rowCount > 0 && opts.rowCount <= TABLE_LIMITS.MAX_COPY_ROWS
+}
diff --git a/apps/sim/app/workspace/[workspaceId]/w/[workflowId]/components/panel/components/copilot/components/user-input/hooks/use-context-management.test.tsx b/apps/sim/app/workspace/[workspaceId]/w/[workflowId]/components/panel/components/copilot/components/user-input/hooks/use-context-management.test.tsx
new file mode 100644
index 00000000000..690bfd896f6
--- /dev/null
+++ b/apps/sim/app/workspace/[workspaceId]/w/[workflowId]/components/panel/components/copilot/components/user-input/hooks/use-context-management.test.tsx
@@ -0,0 +1,100 @@
+/**
+ * @vitest-environment jsdom
+ */
+import { act } from 'react'
+import { createRoot, type Root } from 'react-dom/client'
+import { afterEach, beforeEach, describe, expect, it } from 'vitest'
+import { useContextManagement } from '@/app/workspace/[workspaceId]/w/[workflowId]/components/panel/components/copilot/components/user-input/hooks/use-context-management'
+import type { ChatContext } from '@/stores/panel'
+
+let container: HTMLDivElement
+let root: Root
+let latest: ReturnType<typeof useContextManagement>
+
+/** Renders the hook with a fixed message and initial contexts, exposing its result. */
+function renderSync(message: string, initialContexts: ChatContext[]) {
+  function Host() {
+    latest = useContextManagement({ message, initialContexts })
+    return null
+  }
+  act(() => {
+    root.render(<Host />)
+  })
+}
+
+const fileSelection = (label: string): ChatContext => ({
+  kind: 'file_selection',
+  fileId: 'f1',
+  fileName: 'notes.md',
+  label,
+  text: 'passage',
+})
+
+const tableSelection = (label: string, rowIds: string[]): ChatContext => ({
+  kind: 'table_selection',
+  tableId: 't1',
+  tableName: 'Sales',
+  label,
+  rowIds,
+})
+
+describe('useContextManagement label sync', () => {
+  beforeEach(() => {
+    container = document.createElement('div')
+    document.body.appendChild(container)
+    root = createRoot(container)
+  })
+
+  afterEach(() => {
+    act(() => root.unmount())
+    container.remove()
+  })
+
+  it('drops a chip whose label is only a prefix of a surviving one', () => {
+    // `@notes.md:12` matches inside `@notes.md:12-40` — the token lookahead
+    // rejects word characters but not `-`, so only the longer chip is really
+    // present and the shorter must not linger and get sent.
+    renderSync('look at @notes.md:12-40 please', [
+      fileSelection('notes.md:12'),
+      fileSelection('notes.md:12-40'),
+    ])
+
+    expect(latest.selectedContexts.map((c) => c.label)).toEqual(['notes.md:12-40'])
+  })
+
+  it('drops an un-ordinalized chip when only its ordinal twin remains', () => {
+    renderSync('see @Sales (3 rows) (2) here', [
+      tableSelection('Sales (3 rows)', ['r1', 'r2', 'r3']),
+      tableSelection('Sales (3 rows) (2)', ['r7', 'r8', 'r9']),
+    ])
+
+    expect(latest.selectedContexts.map((c) => c.label)).toEqual(['Sales (3 rows) (2)'])
+  })
+
+  it('keeps both when both tokens are present', () => {
+    renderSync('@notes.md:12 and @notes.md:12-40', [
+      fileSelection('notes.md:12'),
+      fileSelection('notes.md:12-40'),
+    ])
+
+    expect(latest.selectedContexts.map((c) => c.label).sort()).toEqual([
+      'notes.md:12',
+      'notes.md:12-40',
+    ])
+  })
+
+  it('preserves the original context order, not the length-sorted one', () => {
+    renderSync('@notes.md:12 and @notes.md:12-40', [
+      fileSelection('notes.md:12'),
+      fileSelection('notes.md:12-40'),
+    ])
+
+    expect(latest.selectedContexts.map((c) => c.label)).toEqual(['notes.md:12', 'notes.md:12-40'])
+  })
+
+  it('still tolerates trailing punctuation after a mention', () => {
+    renderSync('ask @notes.md:12-40, then stop', [fileSelection('notes.md:12-40')])
+
+    expect(latest.selectedContexts).toHaveLength(1)
+  })
+})
diff --git a/apps/sim/app/workspace/[workspaceId]/w/[workflowId]/components/panel/components/copilot/components/user-input/hooks/use-context-management.ts b/apps/sim/app/workspace/[workspaceId]/w/[workflowId]/components/panel/components/copilot/components/user-input/hooks/use-context-management.ts
index 816542027f8..c798fe510a2 100644
--- a/apps/sim/app/workspace/[workspaceId]/w/[workflowId]/components/panel/components/copilot/components/user-input/hooks/use-context-management.ts
+++ b/apps/sim/app/workspace/[workspaceId]/w/[workflowId]/components/panel/components/copilot/components/user-input/hooks/use-context-management.ts
@@ -68,9 +68,20 @@ export function useContextManagement({ message, initialContexts }: UseContextMan
     setSelectedContexts((prev) => {
       if (prev.length === 0) return prev
 
-      const filtered = prev.filter((c) => {
-        if (!c.label) return false
-        // Check for slash command tokens or mention tokens based on kind.
+      // Longest label first, masking each token once it matches. One label can be
+      // a prefix of another — `notes.md:12` of `notes.md:12-40`, `Sales (3 rows)`
+      // of `Sales (3 rows) (2)` — and the lookahead below only rejects a
+      // following word character, so `-`, `)` and space all let the shorter
+      // pattern match INSIDE the longer token. Without masking, deleting the
+      // shorter chip would leave its context attached and still send it.
+      const byLabelLengthDesc = [...prev].sort(
+        (a, b) => (b.label?.length ?? 0) - (a.label?.length ?? 0)
+      )
+      let unclaimed = message
+      const present = new Set<ChatContext>()
+
+      for (const c of byLabelLengthDesc) {
+        if (!c.label) continue
         // The trailing lookahead `(?![A-Za-z0-9_])` accepts any word-boundary
         // — whitespace, end-of-string, or punctuation — so `@Slack.` and
         // `@Slack,` survive the sync. A strict `(\s|$)` here would strip
@@ -89,8 +100,19 @@ export function useContextManagement({ message, initialContexts }: UseContextMan
         const tokenPattern = new RegExp(
           `(^|\\s)${escapeRegex(prefix)}${escapeRegex(c.label)}(?![A-Za-z0-9_])`
         )
-        return tokenPattern.test(message)
-      })
+        const match = tokenPattern.exec(unclaimed)
+        if (!match) continue
+        present.add(c)
+        // Blank the claimed span (same length, so later indices stay valid)
+        // rather than removing it, keeping the `(^|\s)` boundary intact for
+        // whatever sits next to it.
+        unclaimed =
+          unclaimed.slice(0, match.index) +
+          ' '.repeat(match[0].length) +
+          unclaimed.slice(match.index + match[0].length)
+      }
+
+      const filtered = prev.filter((c) => present.has(c))
       return filtered.length === prev.length ? prev : filtered
     })
   }, [message])
diff --git a/apps/sim/app/workspace/[workspaceId]/w/[workflowId]/components/panel/components/copilot/components/user-input/utils.test.ts b/apps/sim/app/workspace/[workspaceId]/w/[workflowId]/components/panel/components/copilot/components/user-input/utils.test.ts
new file mode 100644
index 00000000000..33426d1dad8
--- /dev/null
+++ b/apps/sim/app/workspace/[workspaceId]/w/[workflowId]/components/panel/components/copilot/components/user-input/utils.test.ts
@@ -0,0 +1,123 @@
+/**
+ * @vitest-environment node
+ */
+import { describe, expect, it } from 'vitest'
+import {
+  prepareContextForInsert,
+  uniqueContextLabel,
+} from '@/app/workspace/[workspaceId]/w/[workflowId]/components/panel/components/copilot/components/user-input/utils'
+import type { ChatContext } from '@/stores/panel'
+
+function fileSelection(overrides: Partial<Extract<ChatContext, { kind: 'file_selection' }>> = {}) {
+  return {
+    kind: 'file_selection',
+    fileId: 'file-1',
+    fileName: 'notes.md',
+    label: 'notes.md:12-40',
+    text: 'the exact passage',
+    ...overrides,
+  } as ChatContext
+}
+
+function tableSelection(
+  overrides: Partial<Extract<ChatContext, { kind: 'table_selection' }>> = {}
+) {
+  return {
+    kind: 'table_selection',
+    tableId: 'tbl-1',
+    tableName: 'Sales',
+    label: 'Sales (3 rows)',
+    rowIds: ['r1', 'r2', 'r3'],
+    ...overrides,
+  } as ChatContext
+}
+
+describe('uniqueContextLabel', () => {
+  it('returns the label untouched when it is free', () => {
+    expect(uniqueContextLabel('Sales (3 rows)', [])).toBe('Sales (3 rows)')
+  })
+
+  it('appends an ordinal on collision, and keeps counting', () => {
+    const taken = [tableSelection(), tableSelection({ label: 'Sales (3 rows) (2)' })]
+
+    expect(uniqueContextLabel('Sales (3 rows)', taken)).toBe('Sales (3 rows) (3)')
+  })
+})
+
+describe('prepareContextForInsert', () => {
+  it('rejects re-adding the exact same selection', () => {
+    expect(prepareContextForInsert(tableSelection(), [tableSelection()])).toBeNull()
+    expect(prepareContextForInsert(fileSelection(), [fileSelection()])).toBeNull()
+  })
+
+  it('relabels a different selection that describes itself the same way', () => {
+    // Two distinct 3-row picks from one table both read "Sales (3 rows)". Chips
+    // are keyed by their @label, so the second must be relabeled, not dropped.
+    const other = tableSelection({ rowIds: ['r7', 'r8', 'r9'] })
+
+    expect(prepareContextForInsert(other, [tableSelection()])).toEqual({
+      ...other,
+      label: 'Sales (3 rows) (2)',
+    })
+  })
+
+  it('treats a different passage of the same file as a new selection', () => {
+    const other = fileSelection({ text: 'a different passage' })
+
+    expect(prepareContextForInsert(other, [fileSelection()])).not.toBeNull()
+  })
+
+  it('distinguishes identical text highlighted at two places in one file', () => {
+    // A repeated line — an import, a closing brace — selected twice. Comparing
+    // text alone would call the second a duplicate and silently drop its chip.
+    const first = fileSelection({ label: 'notes.md:12', startLine: 12, endLine: 12 })
+    const second = fileSelection({ label: 'notes.md:50', startLine: 50, endLine: 50 })
+
+    expect(prepareContextForInsert(second, [first])).not.toBeNull()
+    expect(prepareContextForInsert(first, [first])).toBeNull()
+  })
+
+  it('still dedupes identical text when the source has no line numbers', () => {
+    // The rich-markdown editor omits the range, so two identical passages are
+    // indistinguishable in the data model and deduping is the honest outcome.
+    expect(prepareContextForInsert(fileSelection(), [fileSelection()])).toBeNull()
+  })
+
+  it('treats the same rows picked in a different order as one selection', () => {
+    // Row ids iterate in click order, so re-picking the same rows differently
+    // must no-op rather than add a second chip over rows already referenced.
+    const reordered = tableSelection({ rowIds: ['r3', 'r1', 'r2'] })
+
+    expect(prepareContextForInsert(reordered, [tableSelection()])).toBeNull()
+  })
+
+  it('distinguishes a cell range from the whole rows it spans', () => {
+    const range = tableSelection({ columnIds: ['c_name'] })
+
+    expect(prepareContextForInsert(range, [tableSelection()])).not.toBeNull()
+  })
+
+  it('passes an uncontested context through unchanged', () => {
+    const context = tableSelection()
+
+    expect(prepareContextForInsert(context, [])).toEqual(context)
+  })
+
+  it('ordinalizes within a batch when the caller threads each result forward', () => {
+    // How insertContextChips applies a multi-context handoff: `selectedContexts`
+    // is React state read through a ref and does not reflect an add until the
+    // next render, so the batch must accumulate locally or the second colliding
+    // chip is silently dropped.
+    const batch = [tableSelection(), tableSelection({ rowIds: ['r7', 'r8', 'r9'] })]
+    let attached: ChatContext[] = []
+    const prepared: ChatContext[] = []
+    for (const context of batch) {
+      const next = prepareContextForInsert(context, attached)
+      if (!next) continue
+      prepared.push(next)
+      attached = [...attached, next]
+    }
+
+    expect(prepared.map((c) => c.label)).toEqual(['Sales (3 rows)', 'Sales (3 rows) (2)'])
+  })
+})
diff --git a/apps/sim/app/workspace/[workspaceId]/w/[workflowId]/components/panel/components/copilot/components/user-input/utils.ts b/apps/sim/app/workspace/[workspaceId]/w/[workflowId]/components/panel/components/copilot/components/user-input/utils.ts
index 32aaf9aa159..4de05670649 100644
--- a/apps/sim/app/workspace/[workspaceId]/w/[workflowId]/components/panel/components/copilot/components/user-input/utils.ts
+++ b/apps/sim/app/workspace/[workspaceId]/w/[workflowId]/components/panel/components/copilot/components/user-input/utils.ts
@@ -190,6 +190,24 @@ type IntegrationContext = Extract<ChatContext, { kind: 'integration' }>
 type SlashCommandContext = Extract<ChatContext, { kind: 'slash_command' }>
 type SkillContext = Extract<ChatContext, { kind: 'skill' }>
 type McpContext = Extract<ChatContext, { kind: 'mcp' }>
+type FileSelectionContext = Extract<ChatContext, { kind: 'file_selection' }>
+type TableSelectionContext = Extract<ChatContext, { kind: 'table_selection' }>
+
+/**
+ * Set equality for two optional id lists.
+ *
+ * Deliberately order-insensitive: a table selection's row ids come from a Set
+ * whose iteration order follows click order, and the same rows picked in a
+ * different order — or via a cell range rather than the gutter — are the same
+ * selection. Comparing by index would call those distinct and add a duplicate
+ * ordinalized chip pointing at rows already referenced.
+ */
+function sameIds(a: string[] | undefined, b: string[] | undefined): boolean {
+  if (a === b) return true
+  if (!a || !b || a.length !== b.length) return false
+  const inA = new Set(a)
+  return b.every((id) => inA.has(id))
+}
 
 /**
  * Checks if two contexts of the same kind are equal by their ID fields.
@@ -231,6 +249,32 @@ export function areContextsEqual(c: ChatContext, context: ChatContext): boolean
       const ctx = context as FileContext
       return c.fileId === ctx.fileId
     }
+    // Selection kinds scope to part of a resource, so equality is the selected
+    // range — not the file/table — or re-selecting a different passage of an
+    // already-referenced file would be swallowed as a duplicate.
+    case 'file_selection': {
+      const ctx = context as FileSelectionContext
+      // Location too, not just the text: the same line can occur twice in a file
+      // (a repeated import, a closing brace), and comparing text alone would
+      // treat the second highlight as a duplicate and drop its chip. Where the
+      // source has no line numbers — the rich-markdown editor — both are
+      // undefined and identical text is genuinely indistinguishable, so it
+      // correctly still dedupes.
+      return (
+        c.fileId === ctx.fileId &&
+        c.text === ctx.text &&
+        c.startLine === ctx.startLine &&
+        c.endLine === ctx.endLine
+      )
+    }
+    case 'table_selection': {
+      const ctx = context as TableSelectionContext
+      return (
+        c.tableId === ctx.tableId &&
+        sameIds(c.rowIds, ctx.rowIds) &&
+        sameIds(c.columnIds, ctx.columnIds)
+      )
+    }
     case 'logs': {
       const ctx = context as LogsContext
       return c.executionId === ctx.executionId
@@ -299,3 +343,43 @@ export function isContextAlreadySelected(
     return areContextsEqual(c, context)
   })
 }
+
+/**
+ * Returns `label`, or the first free `label (n)` variant when it is already
+ * taken. Two genuinely different selections can legitimately describe
+ * themselves the same way — two 3-row picks from one table both read
+ * `Sales (3 rows)` — but the token system keys chips by their `@label`, so a
+ * collision would silently drop the second context. The ordinal keeps both
+ * chips alive and stays readable in the input, unlike an opaque hash.
+ *
+ * Only meaningful for programmatically inserted contexts; menu-driven picks
+ * name a distinct resource and dedupe correctly via
+ * {@link isContextAlreadySelected}.
+ */
+export function uniqueContextLabel(label: string, selectedContexts: ChatContext[]): string {
+  const taken = new Set(selectedContexts.map((c) => c.label))
+  if (!taken.has(label)) return label
+  for (let n = 2; ; n++) {
+    const candidate = `${label} (${n})`
+    if (!taken.has(candidate)) return candidate
+  }
+}
+
+/**
+ * Insert policy for a context pushed into the input programmatically — the
+ * highlight-to-chat action and the selection paste, neither of which goes
+ * through a typed `@`/`/` trigger.
+ *
+ * @returns `null` when the exact context is already attached (re-adding the same
+ * selection is a no-op), otherwise the context carrying a collision-free label.
+ */
+export function prepareContextForInsert(
+  context: ChatContext,
+  selectedContexts: ChatContext[]
+): ChatContext | null {
+  const isDuplicate = selectedContexts.some(
+    (c) => c.kind === context.kind && areContextsEqual(c, context)
+  )
+  if (isDuplicate) return null
+  return { ...context, label: uniqueContextLabel(context.label, selectedContexts) }
+}
diff --git a/apps/sim/hooks/use-add-to-chat.ts b/apps/sim/hooks/use-add-to-chat.ts
new file mode 100644
index 00000000000..b94bb65b970
--- /dev/null
+++ b/apps/sim/hooks/use-add-to-chat.ts
@@ -0,0 +1,34 @@
+'use client'
+
+import { useCallback } from 'react'
+import { useParams, useRouter } from 'next/navigation'
+import { MothershipHandoffStorage } from '@/lib/core/utils/browser-storage'
+import { addMothershipContexts } from '@/lib/mothership/events'
+import type { ChatContext } from '@/stores/panel'
+
+/**
+ * Returns a callback that attaches a context chip to the Sim Agent (Chat) input
+ * without sending — the "add to chat" side of the highlight-to-chat flow. When a
+ * chat input is mounted (e.g. the Chat surface alongside the file/table viewer)
+ * the chip is inserted live and the source resource opens in the slideover.
+ * Otherwise the context is persisted as a chip-only handoff and we navigate to
+ * Chat, where it seeds the input and opens the resource on mount.
+ *
+ * Navigation is gated on a successful store, so a failed write never strands the
+ * user on an empty chat.
+ */
+export function useAddToChat(): (context: ChatContext) => void {
+  const { workspaceId } = useParams<{ workspaceId: string }>()
+  const router = useRouter()
+
+  return useCallback(
+    (context: ChatContext) => {
+      if (addMothershipContexts([context])) return
+      if (!workspaceId) return
+      if (MothershipHandoffStorage.store({ contexts: [context] }, workspaceId)) {
+        router.push(`/workspace/${workspaceId}/home`)
+      }
+    },
+    [workspaceId, router]
+  )
+}
diff --git a/apps/sim/lib/copilot/chat/display-message.ts b/apps/sim/lib/copilot/chat/display-message.ts
index e4fc38e8e3f..de8d9a2857d 100644
--- a/apps/sim/lib/copilot/chat/display-message.ts
+++ b/apps/sim/lib/copilot/chat/display-message.ts
@@ -130,6 +130,8 @@ function toDisplayContexts(
     ...(c.blockType ? { blockType: c.blockType } : {}),
     ...(c.skillId ? { skillId: c.skillId } : {}),
     ...(c.serverId ? { serverId: c.serverId } : {}),
+    ...(c.fileName ? { fileName: c.fileName } : {}),
+    ...(c.tableName ? { tableName: c.tableName } : {}),
   }))
 }
 
diff --git a/apps/sim/lib/copilot/chat/persisted-message.test.ts b/apps/sim/lib/copilot/chat/persisted-message.test.ts
index 2b9e5d52e9e..1625007b5d5 100644
--- a/apps/sim/lib/copilot/chat/persisted-message.test.ts
+++ b/apps/sim/lib/copilot/chat/persisted-message.test.ts
@@ -235,6 +235,47 @@ describe('persisted-message', () => {
     expect(msg.fileAttachments).toBeUndefined()
     expect(msg.contexts).toBeUndefined()
   })
+
+  it('persists the source names a selection chip renders from, but not its payload', () => {
+    const msg = buildPersistedUserMessage({
+      id: 'user-1',
+      content: 'explain this',
+      contexts: [
+        {
+          kind: 'file_selection',
+          label: 'notes.md:12-40',
+          fileId: 'f1',
+          fileName: 'notes.md',
+          // Send-time payload: resolved server-side, never re-read for display.
+          text: 'the exact passage',
+          startLine: 12,
+          endLine: 40,
+        },
+        {
+          kind: 'table_selection',
+          label: 'Sales (2 rows)',
+          tableId: 't1',
+          tableName: 'Sales',
+          rowIds: ['r1', 'r2'],
+        },
+      ],
+    })
+
+    // fileName must survive: the label carries a `:12-40` suffix, so the chip's
+    // icon cannot recover an extension from it after a reload.
+    expect(msg.contexts?.[0]).toEqual({
+      kind: 'file_selection',
+      label: 'notes.md:12-40',
+      fileId: 'f1',
+      fileName: 'notes.md',
+    })
+    expect(msg.contexts?.[1]).toEqual({
+      kind: 'table_selection',
+      label: 'Sales (2 rows)',
+      tableId: 't1',
+      tableName: 'Sales',
+    })
+  })
 })
 
 describe('stripToolResultOutput', () => {
diff --git a/apps/sim/lib/copilot/chat/persisted-message.ts b/apps/sim/lib/copilot/chat/persisted-message.ts
index 43529a9f19e..e5adaf7dadd 100644
--- a/apps/sim/lib/copilot/chat/persisted-message.ts
+++ b/apps/sim/lib/copilot/chat/persisted-message.ts
@@ -78,6 +78,18 @@ interface PersistedMessageContext {
   blockType?: string
   skillId?: string
   serverId?: string
+  /**
+   * Source names for `file_selection` / `table_selection` chips. Persisted
+   * because the rendered chip reads them — the label carries a location suffix
+   * (`notes.md:12-40`), so the file icon cannot derive an extension from it.
+   *
+   * The rest of a selection's payload (`text`, `rowIds`, `columnIds`, line
+   * numbers) is deliberately NOT persisted: it exists to resolve the selection
+   * server-side when the message is sent, is never read when re-rendering a past
+   * message, and would put a selection-sized blob in every stored message.
+   */
+  fileName?: string
+  tableName?: string
 }
 
 export interface PersistedMessage {
@@ -359,6 +371,8 @@ export function buildPersistedUserMessage(params: UserMessageParams): PersistedM
       ...(c.blockType ? { blockType: c.blockType } : {}),
       ...(c.skillId ? { skillId: c.skillId } : {}),
       ...(c.serverId ? { serverId: c.serverId } : {}),
+      ...(c.fileName ? { fileName: c.fileName } : {}),
+      ...(c.tableName ? { tableName: c.tableName } : {}),
     }))
   }
 
@@ -680,6 +694,8 @@ export function normalizeMessage(raw: Record<string, unknown>): PersistedMessage
       ...(c.blockType ? { blockType: c.blockType } : {}),
       ...(c.skillId ? { skillId: c.skillId } : {}),
       ...(c.serverId ? { serverId: c.serverId } : {}),
+      ...(c.fileName ? { fileName: c.fileName } : {}),
+      ...(c.tableName ? { tableName: c.tableName } : {}),
     }))
   }
 
diff --git a/apps/sim/lib/copilot/chat/post.ts b/apps/sim/lib/copilot/chat/post.ts
index 96878919b87..4b802c1f27f 100644
--- a/apps/sim/lib/copilot/chat/post.ts
+++ b/apps/sim/lib/copilot/chat/post.ts
@@ -22,6 +22,11 @@ import {
   processContextsServer,
   resolveActiveResourceContext,
 } from '@/lib/copilot/chat/process-contents'
+import {
+  MAX_FILE_SELECTION_TEXT_LENGTH,
+  MAX_TABLE_SELECTION_COLUMNS,
+  MAX_TABLE_SELECTION_ROWS,
+} from '@/lib/copilot/chat/selection-context'
 import { finalizeAssistantTurn } from '@/lib/copilot/chat/terminal-state'
 import { generateWorkspaceSnapshot } from '@/lib/copilot/chat/workspace-context'
 import { chatPubSub } from '@/lib/copilot/chat-status'
@@ -145,7 +150,9 @@ const ChatContextSchema = z.object({
     'knowledge',
     'docs',
     'table',
+    'table_selection',
     'file',
+    'file_selection',
     'folder',
     'filefolder',
     'scheduledtask',
@@ -171,6 +178,13 @@ const ChatContextSchema = z.object({
   scheduleId: z.string().optional(),
   tabId: z.string().optional(),
   terminalId: z.string().optional(),
+  text: z.string().max(MAX_FILE_SELECTION_TEXT_LENGTH).optional(),
+  fileName: z.string().optional(),
+  startLine: z.number().int().positive().optional(),
+  endLine: z.number().int().positive().optional(),
+  tableName: z.string().optional(),
+  rowIds: z.array(z.string()).max(MAX_TABLE_SELECTION_ROWS).optional(),
+  columnIds: z.array(z.string()).max(MAX_TABLE_SELECTION_COLUMNS).optional(),
 })
 
 const ChatMessageSchema = z.object({
diff --git a/apps/sim/lib/copilot/chat/process-contents.test.ts b/apps/sim/lib/copilot/chat/process-contents.test.ts
index bb2172e71f3..066f4c4053b 100644
--- a/apps/sim/lib/copilot/chat/process-contents.test.ts
+++ b/apps/sim/lib/copilot/chat/process-contents.test.ts
@@ -4,15 +4,26 @@
 
 import { dbChainMockFns, workflowAuthzMockFns } from '@sim/testing'
 import { beforeEach, describe, expect, it, vi } from 'vitest'
+import {
+  MAX_TABLE_SELECTION_CONTENT_LENGTH,
+  MAX_TABLE_SELECTION_ROWS,
+} from '@/lib/copilot/chat/selection-context'
 import type { ChatContext } from '@/stores/panel'
 
-const { discoverServerTools, getSkillById } = vi.hoisted(() => ({
-  discoverServerTools: vi.fn(),
-  getSkillById: vi.fn(),
-}))
+const { discoverServerTools, getSkillById, getWorkspaceFile, getTableById, getRowsByIds } =
+  vi.hoisted(() => ({
+    discoverServerTools: vi.fn(),
+    getSkillById: vi.fn(),
+    getWorkspaceFile: vi.fn(),
+    getTableById: vi.fn(),
+    getRowsByIds: vi.fn(),
+  }))
 
 vi.mock('@/lib/workflows/skills/operations', () => ({ getSkillById }))
 vi.mock('@/lib/mcp/service', () => ({ mcpService: { discoverServerTools } }))
+vi.mock('@/lib/uploads/contexts/workspace/workspace-file-manager', () => ({ getWorkspaceFile }))
+vi.mock('@/lib/table/service', () => ({ getTableById }))
+vi.mock('@/lib/table/rows/service', () => ({ getRowsByIds }))
 
 /**
  * Overrides the global `@sim/db` mock: the logs-context tests below need
@@ -294,3 +305,333 @@ describe('processContextsServer - logs contexts', () => {
     expect(result).toEqual([])
   })
 })
+
+describe('processContextsServer - file_selection contexts', () => {
+  beforeEach(() => {
+    vi.clearAllMocks()
+  })
+
+  it('inlines the selected passage with its line range and a path pointer', async () => {
+    getWorkspaceFile.mockResolvedValue({ name: 'notes.md', folderPath: null })
+
+    const result = await processContextsServer(
+      [
+        {
+          kind: 'file_selection',
+          fileId: 'file-1',
+          label: 'notes.md:12-14',
+          text: 'the exact passage',
+          startLine: 12,
+          endLine: 14,
+        } as ChatContext,
+      ],
+      'user-1',
+      'explain this',
+      'ws-1'
+    )
+
+    expect(getWorkspaceFile).toHaveBeenCalledWith('ws-1', 'file-1')
+    expect(result).toHaveLength(1)
+    const [ctx] = result
+    expect(ctx.type).toBe('file_selection')
+    expect(ctx.tag).toBe('@notes.md:12-14')
+    expect(ctx.content).toContain('lines 12-14')
+    expect(ctx.content).toContain('the exact passage')
+    expect(ctx.path).toBeTruthy()
+  })
+
+  it('drops the selection when the file does not resolve', async () => {
+    getWorkspaceFile.mockResolvedValue(null)
+
+    const result = await processContextsServer(
+      [
+        {
+          kind: 'file_selection',
+          fileId: 'missing',
+          label: 'x',
+          text: 'anything',
+        } as ChatContext,
+      ],
+      'user-1',
+      'hello',
+      'ws-1'
+    )
+
+    expect(result).toEqual([])
+  })
+
+  it('widens the code fence so an embedded ``` block cannot close it early', async () => {
+    getWorkspaceFile.mockResolvedValue({ name: 'readme.md', folderPath: null })
+
+    const snippet = 'before\n```ts\nconst x = 1\n```\nafter'
+    const result = await processContextsServer(
+      [
+        {
+          kind: 'file_selection',
+          fileId: 'file-1',
+          label: 'readme.md:1-5',
+          text: snippet,
+          startLine: 1,
+          endLine: 5,
+        } as ChatContext,
+      ],
+      'user-1',
+      'explain',
+      'ws-1'
+    )
+
+    const [ctx] = result
+    // Outer fence must be longer than the embedded ``` run, and the full snippet
+    // (including its inner fence) must survive intact.
+    expect(ctx.content).toContain('````')
+    expect(ctx.content).toContain(snippet)
+    expect(ctx.content.startsWith('Selected passage')).toBe(true)
+    expect(ctx.content.endsWith('````')).toBe(true)
+  })
+})
+
+describe('processContextsServer - table_selection contexts', () => {
+  beforeEach(() => {
+    vi.clearAllMocks()
+  })
+
+  it('re-fetches rows by id and renders a markdown table for the selected columns', async () => {
+    getTableById.mockResolvedValue({
+      name: 'Sales',
+      workspaceId: 'ws-1',
+      schema: {
+        columns: [
+          { id: 'c_name', name: 'Name' },
+          { id: 'c_amount', name: 'Amount' },
+          { id: 'c_notes', name: 'Notes' },
+        ],
+      },
+    })
+    getRowsByIds.mockResolvedValue([
+      { id: 'r1', data: { c_name: 'Acme', c_amount: 100, c_notes: 'ignored' } },
+      { id: 'r2', data: { c_name: 'Globex', c_amount: 250, c_notes: 'ignored' } },
+    ])
+
+    const result = await processContextsServer(
+      [
+        {
+          kind: 'table_selection',
+          tableId: 'tbl-1',
+          label: 'Sales (2 rows, 2 cols)',
+          rowIds: ['r1', 'r2'],
+          columnIds: ['c_name', 'c_amount'],
+        } as ChatContext,
+      ],
+      'user-1',
+      'summarize',
+      'ws-1'
+    )
+
+    expect(getRowsByIds).toHaveBeenCalledWith('tbl-1', ['r1', 'r2'], 'ws-1')
+    expect(result).toHaveLength(1)
+    const [ctx] = result
+    expect(ctx.type).toBe('table_selection')
+    expect(ctx.content).toContain('| Name | Amount |')
+    expect(ctx.content).toContain('| Acme | 100 |')
+    expect(ctx.content).toContain('| Globex | 250 |')
+    // Unselected column is excluded from the cell range.
+    expect(ctx.content).not.toContain('Notes')
+    expect(ctx.content).not.toContain('ignored')
+  })
+
+  it('drops the selection for a cross-workspace table', async () => {
+    getTableById.mockResolvedValue({
+      name: 'Sales',
+      workspaceId: 'other-ws',
+      schema: { columns: [] },
+    })
+
+    const result = await processContextsServer(
+      [
+        {
+          kind: 'table_selection',
+          tableId: 'tbl-1',
+          label: 'x',
+          rowIds: ['r1'],
+        } as ChatContext,
+      ],
+      'user-1',
+      'hello',
+      'ws-1'
+    )
+
+    expect(getRowsByIds).not.toHaveBeenCalled()
+    expect(result).toEqual([])
+  })
+
+  it('drops a cell range whose columns no longer resolve (never expands to full table)', async () => {
+    getTableById.mockResolvedValue({
+      name: 'Sales',
+      workspaceId: 'ws-1',
+      schema: { columns: [{ id: 'c_name', name: 'Name' }] },
+    })
+    getRowsByIds.mockResolvedValue([{ id: 'r1', data: { c_name: 'Acme' } }])
+
+    const result = await processContextsServer(
+      [
+        {
+          kind: 'table_selection',
+          tableId: 'tbl-1',
+          label: 'Sales (1 row, 1 col)',
+          rowIds: ['r1'],
+          // Column was renamed/deleted since the selection was captured.
+          columnIds: ['c_deleted'],
+        } as ChatContext,
+      ],
+      'user-1',
+      'summarize',
+      'ws-1'
+    )
+
+    expect(result).toEqual([])
+  })
+
+  it('keeps the whole rendered content within budget when rows pack tightly', async () => {
+    // Rows small enough to fill the budget almost exactly: the last accepted row
+    // leaves only a few characters of slack, so a budget that forgot to reserve
+    // the prose prefix and newlines overruns the cap here while passing on
+    // coarse fixtures that stop far short of the limit.
+    const cell = 'x'.repeat(100)
+    const rows = Array.from({ length: MAX_TABLE_SELECTION_ROWS }, (_, i) => ({
+      id: `r${i}`,
+      data: { c_notes: cell },
+    }))
+    getTableById.mockResolvedValue({
+      name: 'Sales',
+      workspaceId: 'ws-1',
+      schema: { columns: [{ id: 'c_notes', name: 'Notes' }] },
+    })
+    getRowsByIds.mockResolvedValue(rows)
+
+    const result = await processContextsServer(
+      [
+        {
+          kind: 'table_selection',
+          tableId: 'tbl-1',
+          tableName: 'Sales',
+          label: 'Sales (500 rows)',
+          rowIds: rows.map((r) => r.id),
+        } as ChatContext,
+      ],
+      'user-1',
+      'summarize',
+      'ws-1'
+    )
+
+    const [ctx] = result
+    expect(ctx.content.length).toBeLessThanOrEqual(MAX_TABLE_SELECTION_CONTENT_LENGTH)
+    // Guard against passing by emitting almost nothing — it must still be a
+    // real table that genuinely approaches the cap.
+    expect(ctx.content.length).toBeGreaterThan(MAX_TABLE_SELECTION_CONTENT_LENGTH * 0.9)
+    expect(ctx.content).toContain('omitted for length')
+  })
+
+  it('holds the cap across cell widths, including ones that pack flush to it', async () => {
+    // A single width can leave slack that hides an under-reserved prefix by a
+    // few characters. Sweeping widths lands at least one run with almost no
+    // remainder, which is where an off-by-N in the reserve actually shows up.
+    getTableById.mockResolvedValue({
+      name: 'Sales',
+      workspaceId: 'ws-1',
+      schema: { columns: [{ id: 'c_notes', name: 'Notes' }] },
+    })
+
+    const overflows: Array<{ width: number; length: number }> = []
+    for (let width = 60; width <= 75; width++) {
+      const rows = Array.from({ length: MAX_TABLE_SELECTION_ROWS }, (_, i) => ({
+        id: `r${i}`,
+        data: { c_notes: 'x'.repeat(width) },
+      }))
+      getRowsByIds.mockResolvedValue(rows)
+
+      const result = await processContextsServer(
+        [
+          {
+            kind: 'table_selection',
+            tableId: 'tbl-1',
+            tableName: 'Sales',
+            label: 'Sales (500 rows)',
+            rowIds: rows.map((r) => r.id),
+          } as ChatContext,
+        ],
+        'user-1',
+        'summarize',
+        'ws-1'
+      )
+
+      const { length } = result[0].content
+      if (length > MAX_TABLE_SELECTION_CONTENT_LENGTH) overflows.push({ width, length })
+    }
+
+    // Collected rather than asserted per-iteration so a failure names the widths.
+    expect(overflows).toEqual([])
+  })
+
+  it('spends a character budget across rows and reports what it omitted', async () => {
+    // Row/column caps alone don't bound prompt cost: wide cells blow past the
+    // budget long before MAX_TABLE_SELECTION_ROWS.
+    const wide = 'x'.repeat(2_000)
+    const rows = Array.from({ length: MAX_TABLE_SELECTION_ROWS }, (_, i) => ({
+      id: `r${i}`,
+      data: { c_notes: wide },
+    }))
+    getTableById.mockResolvedValue({
+      name: 'Sales',
+      workspaceId: 'ws-1',
+      schema: { columns: [{ id: 'c_notes', name: 'Notes' }] },
+    })
+    getRowsByIds.mockResolvedValue(rows)
+
+    const result = await processContextsServer(
+      [
+        {
+          kind: 'table_selection',
+          tableId: 'tbl-1',
+          tableName: 'Sales',
+          label: 'Sales (500 rows)',
+          rowIds: rows.map((r) => r.id),
+        } as ChatContext,
+      ],
+      'user-1',
+      'summarize',
+      'ws-1'
+    )
+
+    const [ctx] = result
+    expect(ctx.content.length).toBeLessThanOrEqual(MAX_TABLE_SELECTION_CONTENT_LENGTH)
+    expect(ctx.content).toContain('omitted for length')
+  })
+
+  it('emits at least one row even when that row alone exceeds the budget', async () => {
+    const huge = 'x'.repeat(MAX_TABLE_SELECTION_CONTENT_LENGTH * 2)
+    getTableById.mockResolvedValue({
+      name: 'Sales',
+      workspaceId: 'ws-1',
+      schema: { columns: [{ id: 'c_notes', name: 'Notes' }] },
+    })
+    getRowsByIds.mockResolvedValue([{ id: 'r1', data: { c_notes: huge } }])
+
+    const result = await processContextsServer(
+      [
+        {
+          kind: 'table_selection',
+          tableId: 'tbl-1',
+          tableName: 'Sales',
+          label: 'Sales (1 row)',
+          rowIds: ['r1'],
+        } as ChatContext,
+      ],
+      'user-1',
+      'summarize',
+      'ws-1'
+    )
+
+    expect(result).toHaveLength(1)
+    expect(result[0].content).toContain(huge)
+  })
+})
diff --git a/apps/sim/lib/copilot/chat/process-contents.ts b/apps/sim/lib/copilot/chat/process-contents.ts
index 1d5096fa84d..49fda75a1c2 100644
--- a/apps/sim/lib/copilot/chat/process-contents.ts
+++ b/apps/sim/lib/copilot/chat/process-contents.ts
@@ -6,6 +6,10 @@ import {
   getActiveWorkflowRecord,
 } from '@sim/platform-authz/workflow'
 import { and, eq, isNull, ne } from 'drizzle-orm'
+import {
+  MAX_TABLE_SELECTION_CONTENT_LENGTH,
+  truncateSelectionText,
+} from '@/lib/copilot/chat/selection-context'
 import { QueryLogs } from '@/lib/copilot/generated/tool-catalog-v1'
 import { normalizeVfsSegment } from '@/lib/copilot/vfs/normalize-segment'
 import {
@@ -23,7 +27,10 @@ import { toOverview } from '@/lib/logs/log-views'
 import type { TraceSpan } from '@/lib/logs/types'
 import { mcpService } from '@/lib/mcp/service'
 import { createMcpToolId } from '@/lib/mcp/utils'
+import { getColumnId } from '@/lib/table/column-keys'
+import { getRowsByIds } from '@/lib/table/rows/service'
 import { getTableById } from '@/lib/table/service'
+import type { ColumnDefinition } from '@/lib/table/types'
 import { getWorkspaceFileFolderPath } from '@/lib/uploads/contexts/workspace/workspace-file-folder-manager'
 import { getWorkspaceFile } from '@/lib/uploads/contexts/workspace/workspace-file-manager'
 import { getSkillById } from '@/lib/workflows/skills/operations'
@@ -41,7 +48,9 @@ type AgentContextType =
   | 'logs'
   | 'knowledge'
   | 'table'
+  | 'table_selection'
   | 'file'
+  | 'file_selection'
   | 'workflow_block'
   | 'docs'
   | 'folder'
@@ -190,6 +199,31 @@ export async function processContextsServer(
           path: result.path,
         }
       }
+      if (ctx.kind === 'file_selection' && ctx.fileId && currentWorkspaceId) {
+        return await resolveFileSelectionResource(
+          ctx.fileId,
+          currentWorkspaceId,
+          ctx.text ?? '',
+          ctx.label,
+          ctx.startLine,
+          ctx.endLine
+        )
+      }
+      if (
+        ctx.kind === 'table_selection' &&
+        ctx.tableId &&
+        Array.isArray(ctx.rowIds) &&
+        ctx.rowIds.length > 0 &&
+        currentWorkspaceId
+      ) {
+        return await resolveTableSelectionResource(
+          ctx.tableId,
+          currentWorkspaceId,
+          ctx.rowIds,
+          ctx.columnIds,
+          ctx.label
+        )
+      }
       if (ctx.kind === 'folder' && 'folderId' in ctx && ctx.folderId && currentWorkspaceId) {
         const result = await resolveFolderResource(ctx.folderId, currentWorkspaceId)
         if (!result) return null
@@ -847,6 +881,141 @@ async function resolveFileResource(
   }
 }
 
+/**
+ * Picks a backtick fence long enough to wrap `content` without an embedded
+ * backtick run closing it early. Per CommonMark, a fenced block ends only on a
+ * run of at least as many backticks as the opener, so the fence is one longer
+ * than the longest run inside the content, floored at the standard three. Keeps
+ * a selection that itself contains a ``` code block from truncating the snippet.
+ */
+function codeFenceFor(content: string): string {
+  let longest = 0
+  for (const match of content.matchAll(/`+/g)) {
+    longest = Math.max(longest, match[0].length)
+  }
+  return '`'.repeat(Math.max(3, longest + 1))
+}
+
+/**
+ * Resolves a highlighted passage from a file into an inline, citable snippet.
+ * The selected text travels with the request (it is the user's own content), so
+ * the agent sees the exact bytes without re-reading; the canonical VFS path is
+ * still attached so the agent can open the full file for surrounding context.
+ */
+async function resolveFileSelectionResource(
+  fileId: string,
+  workspaceId: string,
+  text: string,
+  label: string,
+  startLine?: number,
+  endLine?: number
+): Promise<AgentContext | null> {
+  const record = await getWorkspaceFile(workspaceId, fileId)
+  if (!record) return null
+  const path = canonicalWorkspaceFilePath({ folderPath: record.folderPath, name: record.name })
+  const snippet = truncateSelectionText(text)
+  const lineRange =
+    startLine && endLine && endLine !== startLine
+      ? ` (lines ${startLine}-${endLine})`
+      : startLine
+        ? ` (line ${startLine})`
+        : ''
+  const fence = codeFenceFor(snippet)
+  const content = `Selected passage from ${record.name}${lineRange}:\n\n${fence}\n${snippet}\n${fence}`
+  return {
+    type: 'file_selection',
+    tag: label ? `@${label}` : '@',
+    content,
+    path,
+  }
+}
+
+/**
+ * Renders one cell for a markdown table row, escaping the delimiters.
+ */
+function renderTableCell(value: unknown): string {
+  if (value === null || value === undefined) return ''
+  const cell = typeof value === 'string' ? value : JSON.stringify(value)
+  return cell.replace(/\|/g, '\\|').replace(/\n/g, ' ')
+}
+
+/**
+ * Resolves a table selection into an inline markdown table. Rows are re-fetched
+ * by id from the DB (never trusting client-sent cell values); when `columnIds`
+ * is present the projection is narrowed to that cell range, otherwise every
+ * column is included. Output is bounded by
+ * {@link MAX_TABLE_SELECTION_CONTENT_LENGTH}, not just the row and column caps.
+ */
+async function resolveTableSelectionResource(
+  tableId: string,
+  workspaceId: string,
+  rowIds: string[],
+  columnIds: string[] | undefined,
+  label: string
+): Promise<AgentContext | null> {
+  const table = await getTableById(tableId)
+  if (!table || table.workspaceId !== workspaceId) return null
+
+  const rows = await getRowsByIds(tableId, rowIds, workspaceId)
+  if (rows.length === 0) return null
+
+  const allColumns: ColumnDefinition[] = table.schema?.columns ?? []
+  // A cell range (`columnIds` present) narrows to those columns; whole-row
+  // selections use every column. If a cell range's columns no longer resolve
+  // (schema changed since the selection was made), keep the range scope empty
+  // and drop the resource — never silently expand a narrow selection into a
+  // full-table dump.
+  const hasColumnScope = Boolean(columnIds && columnIds.length > 0)
+  const columns = hasColumnScope
+    ? allColumns.filter((col) => columnIds?.includes(getColumnId(col)))
+    : allColumns
+  if (columns.length === 0) return null
+
+  const header = `| ${columns.map((c) => c.name).join(' | ')} |`
+  const divider = `| ${columns.map(() => '---').join(' | ')} |`
+  const scope = hasColumnScope ? 'cell range' : 'rows'
+  const describe = (size: string) =>
+    `Selected ${scope} from table "${table.name}" (${size}):\n\n${header}\n${divider}\n`
+
+  /**
+   * The size clause, e.g. `5 rows` or `189 rows of 500, 311 omitted for length`.
+   * Used for both the up-front reserve and the final prose, so the two can never
+   * describe the row count differently.
+   */
+  const sizeClause = (shownCount: number, omittedCount: number) => {
+    const shown = `${shownCount} ${shownCount === 1 ? 'row' : 'rows'}`
+    return omittedCount > 0
+      ? `${shown} of ${rows.length}, ${omittedCount} omitted for length`
+      : shown
+  }
+
+  // Spend the character budget row by row. Everything that is not a row — the
+  // prose, the table head, and every newline — is reserved up front, or the cap
+  // is silently overrun whenever the last row leaves less slack than the prefix
+  // needs. The real clause isn't known until packing finishes, so reserve its
+  // longest form: every row shown AND every row omitted maximizes both counts
+  // and forces the plural. A few characters of unused slack beats overshooting.
+  const lines: string[] = []
+  let remaining =
+    MAX_TABLE_SELECTION_CONTENT_LENGTH - describe(sizeClause(rows.length, rows.length)).length
+  for (const row of rows) {
+    const line = `| ${columns.map((col) => renderTableCell(row.data[getColumnId(col)])).join(' | ')} |`
+    // The first row always goes in, so a single oversized row still yields a
+    // table rather than an empty one.
+    if (lines.length > 0 && line.length + 1 > remaining) break
+    lines.push(line)
+    remaining -= line.length + 1
+  }
+
+  const content = `${describe(sizeClause(lines.length, rows.length - lines.length))}${lines.join('\n')}`
+  return {
+    type: 'table_selection',
+    tag: label ? `@${label}` : '@',
+    content,
+    path: canonicalTableVfsPath(table.name),
+  }
+}
+
 async function resolveFileFolderResource(
   folderId: string,
   workspaceId: string
diff --git a/apps/sim/lib/copilot/chat/selection-clipboard.test.ts b/apps/sim/lib/copilot/chat/selection-clipboard.test.ts
new file mode 100644
index 00000000000..15108c9dec2
--- /dev/null
+++ b/apps/sim/lib/copilot/chat/selection-clipboard.test.ts
@@ -0,0 +1,114 @@
+/**
+ * @vitest-environment node
+ */
+import { describe, expect, it } from 'vitest'
+import type { ChatContext } from '@/stores/panel'
+import {
+  attachSelectionContextToClipboard,
+  readSelectionContextFromClipboard,
+  SIM_SELECTION_MIME,
+} from './selection-clipboard'
+
+/** Minimal DataTransfer stand-in (jsdom-free node env). */
+function fakeClipboard(initial: Record<string, string> = {}) {
+  const store: Record<string, string> = { ...initial }
+  return {
+    setData: (type: string, value: string) => {
+      store[type] = value
+    },
+    getData: (type: string) => store[type] ?? '',
+  } as unknown as DataTransfer
+}
+
+const fileSelection: ChatContext = {
+  kind: 'file_selection',
+  fileId: 'wf_1',
+  fileName: 'notes.md',
+  label: 'notes.md:2-4',
+  text: 'the exact passage',
+  startLine: 2,
+  endLine: 4,
+}
+
+const tableSelection: ChatContext = {
+  kind: 'table_selection',
+  tableId: 'tbl_1',
+  tableName: 'Sales',
+  label: 'Sales (2 rows)',
+  rowIds: ['r1', 'r2'],
+}
+
+describe('selection clipboard codec', () => {
+  it('round-trips a file selection through the custom MIME type', () => {
+    const dt = fakeClipboard()
+    attachSelectionContextToClipboard(dt, fileSelection)
+    expect(dt.getData(SIM_SELECTION_MIME)).toContain('file_selection')
+    expect(readSelectionContextFromClipboard(dt)).toEqual(fileSelection)
+  })
+
+  it('round-trips a table selection', () => {
+    const dt = fakeClipboard()
+    attachSelectionContextToClipboard(dt, tableSelection)
+    expect(readSelectionContextFromClipboard(dt)).toEqual(tableSelection)
+  })
+
+  it('does not touch text/plain (rides alongside it)', () => {
+    const dt = fakeClipboard({ 'text/plain': 'the exact passage' })
+    attachSelectionContextToClipboard(dt, fileSelection)
+    expect(dt.getData('text/plain')).toBe('the exact passage')
+  })
+
+  it('returns null when the custom type is absent (plain paste)', () => {
+    expect(readSelectionContextFromClipboard(fakeClipboard({ 'text/plain': 'hi' }))).toBeNull()
+  })
+
+  it('returns null on malformed JSON', () => {
+    expect(
+      readSelectionContextFromClipboard(fakeClipboard({ [SIM_SELECTION_MIME]: '{not json' }))
+    ).toBeNull()
+  })
+
+  it('rejects a file selection missing its text', () => {
+    const dt = fakeClipboard({
+      [SIM_SELECTION_MIME]: JSON.stringify({
+        kind: 'file_selection',
+        fileId: 'wf_1',
+        fileName: 'notes.md',
+        label: 'x',
+      }),
+    })
+    expect(readSelectionContextFromClipboard(dt)).toBeNull()
+  })
+
+  it('rejects a selection missing the resource name the chip renders from', () => {
+    const dt = fakeClipboard({
+      [SIM_SELECTION_MIME]: JSON.stringify({
+        kind: 'file_selection',
+        fileId: 'wf_1',
+        label: 'x',
+        text: 'passage',
+      }),
+    })
+    expect(readSelectionContextFromClipboard(dt)).toBeNull()
+  })
+
+  it('rejects a table selection with no rows', () => {
+    const dt = fakeClipboard({
+      [SIM_SELECTION_MIME]: JSON.stringify({
+        kind: 'table_selection',
+        tableId: 'tbl_1',
+        tableName: 'Sales',
+        label: 'x',
+        rowIds: [],
+      }),
+    })
+    expect(readSelectionContextFromClipboard(dt)).toBeNull()
+  })
+
+  it('rejects an unrelated context kind', () => {
+    const dt = fakeClipboard({
+      [SIM_SELECTION_MIME]: JSON.stringify({ kind: 'file', fileId: 'wf_1', label: 'x' }),
+    })
+    expect(readSelectionContextFromClipboard(dt)).toBeNull()
+  })
+})
diff --git a/apps/sim/lib/copilot/chat/selection-clipboard.ts b/apps/sim/lib/copilot/chat/selection-clipboard.ts
new file mode 100644
index 00000000000..4f031862e4f
--- /dev/null
+++ b/apps/sim/lib/copilot/chat/selection-clipboard.ts
@@ -0,0 +1,65 @@
+import type { ChatContext } from '@/stores/panel'
+
+/**
+ * Custom clipboard MIME type carrying a selection {@link ChatContext} so a
+ * highlighted passage copied from a file/table can be pasted into the Chat input
+ * as a reference chip. Written alongside `text/plain` (never replacing it), so
+ * pasting anywhere else still yields the plain selection text.
+ */
+export const SIM_SELECTION_MIME = 'text/x-sim-selection'
+
+/**
+ * Attaches a selection context to a copy event's clipboard. Adds the custom MIME
+ * type WITHOUT calling `preventDefault`, so the editor's own copy handler (Monaco,
+ * ProseMirror) still writes `text/plain`/`text/html` — the custom type simply
+ * rides along on the shared `DataTransfer`.
+ */
+export function attachSelectionContextToClipboard(
+  clipboardData: DataTransfer | null,
+  context: ChatContext
+): void {
+  if (!clipboardData) return
+  try {
+    clipboardData.setData(SIM_SELECTION_MIME, JSON.stringify(context))
+  } catch {
+    // Some browsers reject custom types mid-gesture; degrade to plain-text copy.
+  }
+}
+
+/**
+ * Reads a selection context previously written by
+ * {@link attachSelectionContextToClipboard}, or null when the clipboard carries
+ * no (or an invalid) selection payload.
+ */
+export function readSelectionContextFromClipboard(
+  clipboardData: DataTransfer | null
+): ChatContext | null {
+  const raw = clipboardData?.getData(SIM_SELECTION_MIME)
+  if (!raw) return null
+  try {
+    const parsed = JSON.parse(raw) as ChatContext
+    if (!parsed || typeof parsed.label !== 'string') return null
+    // Require each kind's resolving field so a chip never pastes only to
+    // resolve to nothing server-side.
+    if (
+      parsed.kind === 'file_selection' &&
+      typeof parsed.text === 'string' &&
+      typeof parsed.fileName === 'string' &&
+      parsed.fileId
+    ) {
+      return parsed
+    }
+    if (
+      parsed.kind === 'table_selection' &&
+      parsed.tableId &&
+      typeof parsed.tableName === 'string' &&
+      Array.isArray(parsed.rowIds) &&
+      parsed.rowIds.length > 0
+    ) {
+      return parsed
+    }
+  } catch {
+    // Malformed payload — fall back to plain-text paste.
+  }
+  return null
+}
diff --git a/apps/sim/lib/copilot/chat/selection-context.test.ts b/apps/sim/lib/copilot/chat/selection-context.test.ts
new file mode 100644
index 00000000000..4f88dfb03b4
--- /dev/null
+++ b/apps/sim/lib/copilot/chat/selection-context.test.ts
@@ -0,0 +1,57 @@
+/**
+ * @vitest-environment node
+ */
+import { describe, expect, it } from 'vitest'
+import {
+  buildFileSelectionLabel,
+  buildTableSelectionLabel,
+  MAX_FILE_SELECTION_TEXT_LENGTH,
+  truncateSelectionText,
+} from './selection-context'
+
+describe('buildFileSelectionLabel', () => {
+  it('renders a line range', () => {
+    expect(buildFileSelectionLabel('notes.md', 12, 40)).toBe('notes.md:12-40')
+  })
+
+  it('renders a single line when start equals end', () => {
+    expect(buildFileSelectionLabel('notes.md', 12, 12)).toBe('notes.md:12')
+  })
+
+  it('renders a single line when only start is known', () => {
+    expect(buildFileSelectionLabel('notes.md', 12)).toBe('notes.md:12')
+  })
+
+  it('marks a line-less selection so it cannot collide with the whole-file chip', () => {
+    // A bare 'notes.md' would equal the whole-file chip's label, and menu inserts
+    // silently reject an already-taken label — blocking the file's own mention.
+    expect(buildFileSelectionLabel('notes.md')).toBe('notes.md (selection)')
+    expect(buildFileSelectionLabel('notes.md')).not.toBe('notes.md')
+  })
+})
+
+describe('buildTableSelectionLabel', () => {
+  it('pluralizes rows and omits columns for whole-row selections', () => {
+    expect(buildTableSelectionLabel('Sales', 5)).toBe('Sales (5 rows)')
+    expect(buildTableSelectionLabel('Sales', 1)).toBe('Sales (1 row)')
+  })
+
+  it('includes column count for a cell range', () => {
+    expect(buildTableSelectionLabel('Sales', 5, 3)).toBe('Sales (5 rows, 3 cols)')
+    expect(buildTableSelectionLabel('Sales', 2, 1)).toBe('Sales (2 rows, 1 col)')
+  })
+})
+
+describe('truncateSelectionText', () => {
+  it('leaves text within the bound untouched', () => {
+    expect(truncateSelectionText('short passage')).toBe('short passage')
+  })
+
+  it('keeps the result — ellipsis included — within the server schema bound', () => {
+    const oversized = 'x'.repeat(MAX_FILE_SELECTION_TEXT_LENGTH + 500)
+    const truncated = truncateSelectionText(oversized)
+
+    expect(truncated.length).toBeLessThanOrEqual(MAX_FILE_SELECTION_TEXT_LENGTH)
+    expect(truncated.length).toBeLessThan(oversized.length)
+  })
+})
diff --git a/apps/sim/lib/copilot/chat/selection-context.ts b/apps/sim/lib/copilot/chat/selection-context.ts
new file mode 100644
index 00000000000..b436d36ae3f
--- /dev/null
+++ b/apps/sim/lib/copilot/chat/selection-context.ts
@@ -0,0 +1,84 @@
+/**
+ * Shared bounds and label helpers for selection-scoped chat contexts
+ * (`file_selection`, `table_selection`). Kept free of server-only imports so
+ * both the client producers (file/table viewers) and the server validator /
+ * resolver can consume the same limits and formatting.
+ */
+
+import { truncate } from '@sim/utils/string'
+
+/**
+ * Max characters of selected file text carried inline on a `file_selection`.
+ * This is the ceiling on the FINAL serialized string, matched by the server
+ * schema's `.max(...)`; always truncate through {@link truncateSelectionText}
+ * so the trailing ellipsis can't push the value past this bound.
+ */
+export const MAX_FILE_SELECTION_TEXT_LENGTH = 20_000
+
+/** Max rows referenced by a single `table_selection`. */
+export const MAX_TABLE_SELECTION_ROWS = 500
+
+/** Max columns referenced by a `table_selection` cell range. */
+export const MAX_TABLE_SELECTION_COLUMNS = 200
+
+/**
+ * Max characters of rendered markdown a `table_selection` contributes to the
+ * prompt. Row and column caps alone don't bound this — 500 rows of wide cells
+ * dwarf a file selection — so the renderer spends this budget and reports what
+ * it dropped. Deliberately equal to {@link MAX_FILE_SELECTION_TEXT_LENGTH} so
+ * both selection kinds cost the prompt the same at worst.
+ */
+export const MAX_TABLE_SELECTION_CONTENT_LENGTH = MAX_FILE_SELECTION_TEXT_LENGTH
+
+/** Length of the ellipsis {@link truncate} appends when it shortens a string. */
+const TRUNCATE_SUFFIX_LENGTH = 3
+
+/**
+ * Truncates selected file text so the RESULT (including the appended ellipsis)
+ * never exceeds {@link MAX_FILE_SELECTION_TEXT_LENGTH} — keeping the client
+ * payload within the server schema bound, which otherwise rejects the whole
+ * chat request.
+ */
+export function truncateSelectionText(text: string): string {
+  return truncate(text, MAX_FILE_SELECTION_TEXT_LENGTH - TRUNCATE_SUFFIX_LENGTH)
+}
+
+/**
+ * Builds the IDE-style chip label for a file selection, e.g. `notes.md:12-40` or
+ * `notes.md:12`. Without a line range — the rich-markdown editor, whose document
+ * model has no source lines — it falls back to `notes.md (selection)`.
+ *
+ * That suffix is load-bearing, not decoration: a bare file name would be
+ * identical to the whole-file `@notes.md` chip's label, and menu-driven inserts
+ * reject any context whose label is already taken (`isContextAlreadySelected`).
+ * A markdown selection would then silently block mentioning its own file.
+ *
+ * Kept ASCII so the label survives being inserted as an inline mention token in
+ * the chat input. Labels must be unique across a message's chips — the caller
+ * resolves collisions through `uniqueContextLabel`.
+ */
+export function buildFileSelectionLabel(
+  fileName: string,
+  startLine?: number,
+  endLine?: number
+): string {
+  if (!startLine) return `${fileName} (selection)`
+  const range = endLine && endLine !== startLine ? `${startLine}-${endLine}` : `${startLine}`
+  return `${fileName}:${range}`
+}
+
+/**
+ * Builds the chip label for a table selection, e.g. `Sales (5 rows)` or, for a
+ * cell range, `Sales (5 rows, 3 cols)`. ASCII-only, and collision-resolved by
+ * the caller, for the same reasons as {@link buildFileSelectionLabel}.
+ */
+export function buildTableSelectionLabel(
+  tableName: string,
+  rowCount: number,
+  columnCount?: number
+): string {
+  const rows = `${rowCount} ${rowCount === 1 ? 'row' : 'rows'}`
+  if (!columnCount) return `${tableName} (${rows})`
+  const cols = `${columnCount} ${columnCount === 1 ? 'col' : 'cols'}`
+  return `${tableName} (${rows}, ${cols})`
+}
diff --git a/apps/sim/lib/core/utils/browser-storage.test.ts b/apps/sim/lib/core/utils/browser-storage.test.ts
index ff6cdd5b2e8..0b64ee5798a 100644
--- a/apps/sim/lib/core/utils/browser-storage.test.ts
+++ b/apps/sim/lib/core/utils/browser-storage.test.ts
@@ -7,6 +7,11 @@ import type { ChatContext } from '@/stores/panel'
 
 const WS = 'ws-1'
 
+/** A chip-only handoff context — the highlight-to-chat payload. */
+function chipContext(): ChatContext {
+  return { kind: 'file_selection', fileId: 'f1', fileName: 'a.md', label: 'a.md', text: 'a' }
+}
+
 describe('MothershipHandoffStorage', () => {
   beforeEach(() => {
     localStorage.clear()
@@ -26,8 +31,10 @@ describe('MothershipHandoffStorage', () => {
     expect(MothershipHandoffStorage.consume(WS)).toBeNull()
   })
 
-  it('refuses to store without a message or workspace', () => {
+  it('refuses to store without a workspace, or with neither a message nor a context', () => {
     expect(MothershipHandoffStorage.store({ message: '   ' }, WS)).toBe(false)
+    expect(MothershipHandoffStorage.store({ contexts: [] }, WS)).toBe(false)
+    expect(MothershipHandoffStorage.store({}, WS)).toBe(false)
     expect(MothershipHandoffStorage.store({ message: 'fix it' }, '')).toBe(false)
     expect(MothershipHandoffStorage.consume(WS)).toBeNull()
   })
@@ -40,7 +47,74 @@ describe('MothershipHandoffStorage', () => {
     expect(localStorage.getItem(STORAGE_KEYS.MOTHERSHIP_HANDOFF)).not.toBeNull()
 
     // The owning workspace still consumes it.
-    expect(MothershipHandoffStorage.consume(WS)).toEqual({ message: 'fix it', contexts: undefined })
+    expect(MothershipHandoffStorage.consume(WS)).toEqual({ message: 'fix it', contexts: [] })
+  })
+
+  it('stores a chip-only handoff (no message) and returns it without one', () => {
+    const contexts: ChatContext[] = [
+      {
+        kind: 'file_selection',
+        fileId: 'f1',
+        fileName: 'notes.md',
+        label: 'notes.md:2-4',
+        text: 'passage',
+      },
+    ]
+    expect(MothershipHandoffStorage.store({ contexts }, WS)).toBe(true)
+
+    expect(MothershipHandoffStorage.consume(WS)).toEqual({ contexts })
+  })
+
+  it('accumulates chip-only handoffs so a second add before navigation is not dropped', () => {
+    const first = chipContext()
+    const second: ChatContext = {
+      kind: 'table_selection',
+      tableId: 't1',
+      tableName: 'T',
+      label: 'T (1 row)',
+      rowIds: ['r'],
+    }
+    MothershipHandoffStorage.store({ contexts: [first] }, WS)
+    MothershipHandoffStorage.store({ contexts: [second] }, WS)
+
+    expect(MothershipHandoffStorage.consume(WS)).toEqual({ contexts: [first, second] })
+  })
+
+  it('does not revive chips from a handoff that already aged out', () => {
+    vi.useFakeTimers()
+    try {
+      vi.setSystemTime(new Date('2026-01-01T00:00:00Z'))
+      const abandoned = chipContext()
+      MothershipHandoffStorage.store({ contexts: [abandoned] }, WS)
+
+      // The user walks away; the handoff expires in place. A later "Add to chat"
+      // stamps a fresh timestamp, which must not carry the dead chip forward.
+      vi.advanceTimersByTime(61 * 1000)
+      const fresh: ChatContext = {
+        kind: 'table_selection',
+        tableId: 't1',
+        tableName: 'T',
+        label: 'T (1 row)',
+        rowIds: ['r'],
+      }
+      MothershipHandoffStorage.store({ contexts: [fresh] }, WS)
+
+      expect(MothershipHandoffStorage.consume(WS)).toEqual({ contexts: [fresh] })
+    } finally {
+      vi.useRealTimers()
+    }
+  })
+
+  it('does not accumulate chips onto a message handoff, or across workspaces', () => {
+    const chip = chipContext()
+    MothershipHandoffStorage.store({ contexts: [chip] }, WS)
+    // A message handoff replaces rather than inheriting the pending chips.
+    MothershipHandoffStorage.store({ message: 'fix it' }, WS)
+    expect(MothershipHandoffStorage.consume(WS)).toEqual({ message: 'fix it', contexts: [] })
+
+    MothershipHandoffStorage.store({ contexts: [chip] }, WS)
+    MothershipHandoffStorage.store({ contexts: [chip] }, 'ws-other')
+    expect(MothershipHandoffStorage.consume('ws-other')).toEqual({ contexts: [chip] })
   })
 
   it('tombstones a corrupted entry (missing timestamp) instead of leaving it forever', () => {
diff --git a/apps/sim/lib/core/utils/browser-storage.ts b/apps/sim/lib/core/utils/browser-storage.ts
index f5bb0cc483d..af43319d717 100644
--- a/apps/sim/lib/core/utils/browser-storage.ts
+++ b/apps/sim/lib/core/utils/browser-storage.ts
@@ -300,17 +300,28 @@ export class LandingWorkflowSeedStorage {
 }
 
 export interface MothershipHandoff {
-  /** The message to auto-send to Chat once the home surface mounts. */
-  message: string
+  /**
+   * Message to auto-send once the home surface mounts. Omit for a chip-only
+   * handoff, which seeds `contexts` into the input and waits for the user.
+   */
+  message?: string
   /** Structured contexts to attach — e.g. a `logs` mention tagging a run. */
   contexts?: ChatContext[]
 }
 
+interface StoredHandoff extends MothershipHandoff {
+  workspaceId?: string
+  timestamp?: number
+}
+
 /**
- * One-shot handoff that seeds an auto-sent Chat (mothership) message when the
- * user is routed to the workspace home from elsewhere in the app — e.g. the
- * "Troubleshoot in Chat" action on an errored log, which tags the failed run
- * and asks Sim to fix it.
+ * One-shot handoff that seeds Chat (mothership) when the user is routed to the
+ * workspace home from elsewhere in the app. Two shapes share this slot:
+ *
+ * - **With a message** — auto-sent on mount, e.g. the "Troubleshoot in Chat"
+ *   action on an errored log, which tags the failed run and asks Sim to fix it.
+ * - **Chips only** — the highlight-to-chat action on the standalone Files and
+ *   Tables pages, which attaches reference chips and sends nothing.
  *
  * The home surface consumes this exactly once on mount. A short max-age guards
  * against a stale handoff firing on a later, unrelated visit, and `consume`
@@ -319,40 +330,64 @@ export interface MothershipHandoff {
 export class MothershipHandoffStorage {
   private static readonly KEY = STORAGE_KEYS.MOTHERSHIP_HANDOFF
 
+  /** How long a stored handoff stays eligible to fire, in milliseconds. */
+  static readonly MAX_AGE_MS = 60 * 1000
+
   /**
-   * Store a handoff to be auto-sent on the next home-surface mount, scoped to
-   * the workspace it targets so a different workspace never claims it.
-   * @returns True if stored, false when the message or workspace is empty.
+   * Store a handoff for the next home-surface mount, scoped to the workspace it
+   * targets so a different workspace never claims it. Chip-only handoffs
+   * accumulate — "Add to chat" can fire twice before the route swap completes,
+   * and the second write must not drop the first.
+   * @returns True if stored, false when the workspace is empty or the handoff
+   * carries neither a message nor a context.
    */
   static store(handoff: MothershipHandoff, workspaceId: string): boolean {
-    const message = handoff.message.trim()
-    if (!message || !workspaceId) {
+    const message = handoff.message?.trim()
+    const contexts = handoff.contexts ?? []
+    if (!workspaceId || (!message && contexts.length === 0)) {
       return false
     }
 
     return BrowserStorage.setItem(MothershipHandoffStorage.KEY, {
-      message,
-      contexts: handoff.contexts,
+      ...(message ? { message } : {}),
+      contexts: message
+        ? contexts
+        : [...MothershipHandoffStorage.pendingContexts(workspaceId), ...contexts],
       workspaceId,
       timestamp: Date.now(),
     })
   }
 
+  /**
+   * Contexts of an un-consumed chip-only handoff for `workspaceId`, else empty.
+   *
+   * Applies the same freshness bar as {@link consume}: accumulating carries the
+   * old contexts onto a write that stamps a new `timestamp`, so without this an
+   * abandoned handoff that had already aged out would ride along on the next
+   * "Add to chat" and reappear as if it were current.
+   */
+  private static pendingContexts(workspaceId: string): ChatContext[] {
+    const data = BrowserStorage.getItem<StoredHandoff | null>(MothershipHandoffStorage.KEY, null)
+    if (!data || data.message || data.workspaceId !== workspaceId) return []
+    if (!data.timestamp || Date.now() - data.timestamp > MothershipHandoffStorage.MAX_AGE_MS) {
+      return []
+    }
+    return Array.isArray(data.contexts) ? data.contexts : []
+  }
+
   /**
    * Retrieve and consume the stored handoff for `workspaceId`. A handoff owned
    * by a different workspace is left untouched for its owner — its tagged run
    * only resolves in its own workspace, so misfiring it elsewhere would drop the
    * context. The owner (and any legacy/corrupt entry) is tombstoned via `clear`
    * before the validity/expiry checks so it fires at most once and never lingers.
-   * @param maxAge - Maximum age in milliseconds (default: 60 seconds)
+   * @param maxAge - Maximum age in milliseconds (default: {@link MAX_AGE_MS})
    */
-  static consume(workspaceId: string, maxAge: number = 60 * 1000): MothershipHandoff | null {
-    const data = BrowserStorage.getItem<{
-      message?: string
-      contexts?: ChatContext[]
-      workspaceId?: string
-      timestamp?: number
-    } | null>(MothershipHandoffStorage.KEY, null)
+  static consume(
+    workspaceId: string,
+    maxAge: number = MothershipHandoffStorage.MAX_AGE_MS
+  ): MothershipHandoff | null {
+    const data = BrowserStorage.getItem<StoredHandoff | null>(MothershipHandoffStorage.KEY, null)
 
     if (!data) {
       return null
@@ -364,16 +399,17 @@ export class MothershipHandoffStorage {
 
     MothershipHandoffStorage.clear()
 
+    const contexts = Array.isArray(data.contexts) ? data.contexts : []
     if (
       !data.workspaceId ||
-      !data.message ||
+      (!data.message && contexts.length === 0) ||
       !data.timestamp ||
       Date.now() - data.timestamp > maxAge
     ) {
       return null
     }
 
-    return { message: data.message, contexts: data.contexts }
+    return { ...(data.message ? { message: data.message } : {}), contexts }
   }
 
   static clear(): boolean {
diff --git a/apps/sim/lib/mothership/events.ts b/apps/sim/lib/mothership/events.ts
index 9143a73c5b5..02d9778400a 100644
--- a/apps/sim/lib/mothership/events.ts
+++ b/apps/sim/lib/mothership/events.ts
@@ -3,6 +3,16 @@ import type { ChatContext } from '@/stores/panel'
 
 const logger = createLogger('MothershipEvents')
 
+/**
+ * Dispatches a cancelable window event and reports whether a mounted consumer
+ * claimed it. Consumers claim by calling `preventDefault`, which makes
+ * `dispatchEvent` return `false` — so an unclaimed event is one no listener
+ * handled, and the producer falls back to persisting a handoff.
+ */
+function dispatchClaimable<T>(name: string, detail: T): boolean {
+  return !window.dispatchEvent(new CustomEvent<T>(name, { detail, cancelable: true }))
+}
+
 /**
  * Custom-event name used to send a user message to the Mothership chat.
  * The mothership host components (workspace home, workflow panel) listen
@@ -19,9 +29,7 @@ export interface MothershipSendMessageDetail {
 /**
  * Dispatches a message to a mounted Mothership chat. Producers (terminal block
  * errors, console copilot actions, toast actions, the log "Troubleshoot in
- * Chat" action) call this; consumers listen for
- * {@link MOTHERSHIP_SEND_MESSAGE_EVENT} on `window` and `preventDefault` to
- * claim it.
+ * Chat" action) call this.
  *
  * @returns `true` when a mounted host consumed the message, `false` when none
  * was listening — callers that can fall back (e.g. cross-route navigation) use
@@ -33,15 +41,48 @@ export function sendMothershipMessage(message: string, contexts?: ChatContext[])
     logger.warn('sendMothershipMessage called with empty message')
     return false
   }
-  const consumed = !window.dispatchEvent(
-    new CustomEvent<MothershipSendMessageDetail>(MOTHERSHIP_SEND_MESSAGE_EVENT, {
-      detail: { message: trimmed, contexts },
-      cancelable: true,
-    })
-  )
-  logger.info('Dispatched mothership message event', {
-    messageLength: trimmed.length,
-    consumed,
+  const consumed = dispatchClaimable<MothershipSendMessageDetail>(MOTHERSHIP_SEND_MESSAGE_EVENT, {
+    message: trimmed,
+    contexts,
+  })
+  logger.info('Dispatched mothership message event', { messageLength: trimmed.length, consumed })
+  return consumed
+}
+
+/**
+ * Custom-event name used to attach a context chip to the Mothership chat input
+ * WITHOUT sending a message. The mounted chat input listens for this and inserts
+ * the chip, leaving the user to type their prompt and send when ready.
+ *
+ * Kept separate from {@link MOTHERSHIP_SEND_MESSAGE_EVENT} because the consumer
+ * differs: "send now" is claimed by the chat host, "attach a chip" by the input.
+ * Folding both into one event would make two listeners race to claim it.
+ */
+export const MOTHERSHIP_ADD_CONTEXT_EVENT = 'mothership-add-context'
+
+export interface MothershipAddContextDetail {
+  /** The contexts to attach as chips, in insertion order. */
+  contexts: ChatContext[]
+}
+
+/**
+ * Dispatches a passive "add these context chips" request to a mounted Mothership
+ * chat input — the highlight-to-chat action in the file and table viewers.
+ *
+ * Carries the whole batch in one event rather than one event per context: the
+ * input resolves label collisions against its current chips, and that list only
+ * refreshes on re-render, so consecutive synchronous dispatches would each see
+ * the same stale list and drop colliding chips.
+ *
+ * @returns `true` when a mounted input consumed it, `false` when none was
+ * listening — callers fall back to persisting a chip-only handoff (see
+ * `MothershipHandoffStorage`) for the next chat mount.
+ */
+export function addMothershipContexts(contexts: ChatContext[]): boolean {
+  if (contexts.length === 0) return false
+  const consumed = dispatchClaimable<MothershipAddContextDetail>(MOTHERSHIP_ADD_CONTEXT_EVENT, {
+    contexts,
   })
+  logger.info('Dispatched mothership add-context event', { count: contexts.length, consumed })
   return consumed
 }
diff --git a/apps/sim/lib/table/rows/service.ts b/apps/sim/lib/table/rows/service.ts
index 2cf9e357b63..971c37b7957 100644
--- a/apps/sim/lib/table/rows/service.ts
+++ b/apps/sim/lib/table/rows/service.ts
@@ -1375,6 +1375,36 @@ export async function getRowById(
   }
 }
 
+/**
+ * Fetches the `data` payloads for a set of rows by id, scoped to a table and
+ * workspace. Returns lightweight `{ id, data }` records (no executions) in the
+ * order the ids were requested, silently skipping ids that don't resolve. Used
+ * to materialize a `table_selection` chat context server-side so the agent gets
+ * fresh, authoritative cell values instead of trusting client-sent copies.
+ */
+export async function getRowsByIds(
+  tableId: string,
+  rowIds: string[],
+  workspaceId: string
+): Promise<Array<{ id: string; data: RowData }>> {
+  const uniqueIds = Array.from(new Set(rowIds))
+  if (uniqueIds.length === 0) return []
+
+  const results = await db
+    .select({ id: userTableRows.id, data: userTableRows.data })
+    .from(userTableRows)
+    .where(
+      and(
+        inArray(userTableRows.id, uniqueIds),
+        eq(userTableRows.tableId, tableId),
+        eq(userTableRows.workspaceId, workspaceId)
+      )
+    )
+
+  const byId = new Map(results.map((r) => [r.id, r.data as RowData]))
+  return uniqueIds.filter((id) => byId.has(id)).map((id) => ({ id, data: byId.get(id) as RowData }))
+}
+
 /** Internal: thrown inside `db.transaction` to roll back when the executions
  *  guard rejects a write. The outer `.catch` translates it into a `null` return. */
 class GuardRejected extends Error {
diff --git a/apps/sim/stores/panel/types.ts b/apps/sim/stores/panel/types.ts
index dbf91a502a4..6aee8557b80 100644
--- a/apps/sim/stores/panel/types.ts
+++ b/apps/sim/stores/panel/types.ts
@@ -24,7 +24,45 @@ export type ChatContext =
   | { kind: 'workflow_block'; workflowId: string; blockId: string; label: string }
   | { kind: 'knowledge'; knowledgeId?: string; label: string }
   | { kind: 'table'; tableId: string; label: string }
+  | {
+      kind: 'table_selection'
+      tableId: string
+      label: string
+      /**
+       * Name of the table the selection came from. Carried explicitly rather
+       * than parsed back out of `label`, which is a display string the input may
+       * rewrite to keep chip tokens unique.
+       */
+      tableName: string
+      /** Materialized from the grid selection, including rows not yet paged in. */
+      rowIds: string[]
+      /**
+       * Ids of the selected columns. Present only for a spreadsheet-style cell
+       * range; absent when whole rows are selected.
+       */
+      columnIds?: string[]
+    }
   | { kind: 'file'; fileId: string; label: string }
+  | {
+      kind: 'file_selection'
+      fileId: string
+      label: string
+      /** Name of the file the selection came from. See `tableName` above. */
+      fileName: string
+      /**
+       * The literal selected text. Carried inline rather than re-read
+       * server-side because the editor may hold unsaved changes — re-reading
+       * would hand the agent different bytes than the user highlighted.
+       */
+      text: string
+      /**
+       * 1-based inclusive line range, present only when the source has real
+       * line numbers (Monaco). The rich-markdown editor's document model has no
+       * source lines, so it omits these rather than approximating them.
+       */
+      startLine?: number
+      endLine?: number
+    }
   | { kind: 'folder'; folderId: string; label: string }
   | { kind: 'filefolder'; fileFolderId: string; label: string }
   | { kind: 'scheduledtask'; scheduleId: string; label: string }

From be8a93de810a7d7b6d13fc31ae6b5550300094f4 Mon Sep 17 00:00:00 2001
From: Waleed <walif6@gmail.com>
Date: Sat, 1 Aug 2026 17:12:52 -0700
Subject: [PATCH 14/30] fix(security): validate cloud region/project inputs and
 bind vertex credentials to the executing workspace (#6167)
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

* fix(security): validate cloud region/project inputs and bind vertex credentials to the executing workspace

Two credential-exposure bugs on the Vertex AI path.

1. `vertexLocation` reached `new GoogleGenAI({ location })` unvalidated. The
   SDK interpolates that value straight into the API hostname
   (`https://${location}-aiplatform.googleapis.com/`), so a value like
   `attacker.tld/x` terminates the authority component and relocates the
   request — with the workspace's GCP bearer token attached by the auth
   client — to an arbitrary host. Reachable from agent/router/evaluator
   blocks and from `POST /api/guardrails/validate` with only a session
   cookie. `vertexProject` (interpolated into the URL path) and the Bedrock
   region (interpolated into the endpoint hostname) had the same shape of
   problem.

   Adds `validateGoogleCloudLocation` / `validateGoogleCloudProject` to the
   shared input-validation module and applies them, plus the existing
   `validateAwsRegion`, at the provider chokepoints. Every path to the SDK
   goes through `executeRequest`, so no caller can bypass them.
   `azureEndpoint` already routes through the DNS-pinning SSRF guard.

2. `resolveVertexCredential` enforced only the user↔credential predicate and
   never the workflow-workspace↔credential predicate that
   `authorizeCredentialUse` applies on the HTTP path. A credential held in
   workspace B could be pasted into a workflow in workspace A and consumed
   by workspace-A principals with no access to B — including on deployed
   runs, where `enforceCredentialAccess` is false and `ctx.userId` is the
   workflow owner rather than the trigger caller. Service-account
   credentials mint a `cloud-platform`-scoped token, so this handed
   workspace A the use of workspace B's GCP identity.

   The resolver now takes the executing `workspaceId` and rejects a
   credential belonging to a different workspace, mirroring
   `credential-access.ts`. All four executor call sites pass
   `ctx.workspaceId`.

* fix(providers): normalize vertex location case before validating

Hostnames are case-insensitive, so a mixed-case location like US-Central1
reaches Google today. Lowercase it before the region check rather than
rejecting an input that currently works.

* fix(security): accept AWS European Sovereign Cloud regions in validateAwsRegion

eusc-de-east-1 is a real Bedrock-enabled region that the existing pattern
did not cover, so applying the validator to bedrockRegion would have
rejected a config that worked before. Adds the eusc-<country> partition.
---
 .../executor/handlers/agent/agent-handler.ts  |  11 +-
 .../handlers/evaluator/evaluator-handler.ts   |  11 +-
 .../handlers/router/router-handler.ts         |  22 ++--
 .../executor/utils/vertex-credential.test.ts  |  95 ++++++++++++++++
 apps/sim/executor/utils/vertex-credential.ts  |  33 ++++--
 .../core/security/input-validation.test.ts    | 100 +++++++++++++++++
 .../sim/lib/core/security/input-validation.ts |  81 +++++++++++++-
 apps/sim/providers/bedrock/index.ts           |  10 ++
 apps/sim/providers/vertex/index.test.ts       | 105 ++++++++++++++++++
 apps/sim/providers/vertex/index.ts            |  28 ++++-
 10 files changed, 466 insertions(+), 30 deletions(-)
 create mode 100644 apps/sim/executor/utils/vertex-credential.test.ts
 create mode 100644 apps/sim/providers/vertex/index.test.ts

diff --git a/apps/sim/executor/handlers/agent/agent-handler.ts b/apps/sim/executor/handlers/agent/agent-handler.ts
index 43ab9d7c1b0..31a2268a404 100644
--- a/apps/sim/executor/handlers/agent/agent-handler.ts
+++ b/apps/sim/executor/handlers/agent/agent-handler.ts
@@ -1173,11 +1173,12 @@ export class AgentBlockHandler implements BlockHandler {
       let finalApiKey: string | undefined = providerRequest.apiKey
 
       if (providerId === 'vertex' && providerRequest.vertexCredential) {
-        finalApiKey = await resolveVertexCredential(
-          providerRequest.vertexCredential,
-          ctx.userId,
-          'vertex-agent'
-        )
+        finalApiKey = await resolveVertexCredential({
+          credentialId: providerRequest.vertexCredential,
+          actingUserId: ctx.userId,
+          workspaceId: ctx.workspaceId,
+          callerLabel: 'vertex-agent',
+        })
       }
 
       const { blockData, blockNameMapping } = collectBlockData(ctx)
diff --git a/apps/sim/executor/handlers/evaluator/evaluator-handler.ts b/apps/sim/executor/handlers/evaluator/evaluator-handler.ts
index a3a4475aa39..db0a9f4217f 100644
--- a/apps/sim/executor/handlers/evaluator/evaluator-handler.ts
+++ b/apps/sim/executor/handlers/evaluator/evaluator-handler.ts
@@ -135,11 +135,12 @@ export class EvaluatorBlockHandler implements BlockHandler {
 
     let finalApiKey: string | undefined = evaluatorConfig.apiKey
     if (providerId === 'vertex' && evaluatorConfig.vertexCredential) {
-      finalApiKey = await resolveVertexCredential(
-        evaluatorConfig.vertexCredential,
-        ctx.userId,
-        'vertex-evaluator'
-      )
+      finalApiKey = await resolveVertexCredential({
+        credentialId: evaluatorConfig.vertexCredential,
+        actingUserId: ctx.userId,
+        workspaceId: ctx.workspaceId,
+        callerLabel: 'vertex-evaluator',
+      })
     }
 
     try {
diff --git a/apps/sim/executor/handlers/router/router-handler.ts b/apps/sim/executor/handlers/router/router-handler.ts
index 0a4961d7095..0fffbe33c41 100644
--- a/apps/sim/executor/handlers/router/router-handler.ts
+++ b/apps/sim/executor/handlers/router/router-handler.ts
@@ -99,11 +99,12 @@ export class RouterBlockHandler implements BlockHandler {
 
       let finalApiKey: string | undefined = routerConfig.apiKey
       if (providerId === 'vertex' && routerConfig.vertexCredential) {
-        finalApiKey = await resolveVertexCredential(
-          routerConfig.vertexCredential,
-          ctx.userId,
-          'vertex-router'
-        )
+        finalApiKey = await resolveVertexCredential({
+          credentialId: routerConfig.vertexCredential,
+          actingUserId: ctx.userId,
+          workspaceId: ctx.workspaceId,
+          callerLabel: 'vertex-router',
+        })
       }
 
       const providerRequest: Record<string, any> = {
@@ -239,11 +240,12 @@ export class RouterBlockHandler implements BlockHandler {
 
       let finalApiKey: string | undefined = routerConfig.apiKey
       if (providerId === 'vertex' && routerConfig.vertexCredential) {
-        finalApiKey = await resolveVertexCredential(
-          routerConfig.vertexCredential,
-          ctx.userId,
-          'vertex-router'
-        )
+        finalApiKey = await resolveVertexCredential({
+          credentialId: routerConfig.vertexCredential,
+          actingUserId: ctx.userId,
+          workspaceId: ctx.workspaceId,
+          callerLabel: 'vertex-router',
+        })
       }
 
       const providerRequest: Record<string, any> = {
diff --git a/apps/sim/executor/utils/vertex-credential.test.ts b/apps/sim/executor/utils/vertex-credential.test.ts
new file mode 100644
index 00000000000..9776fac39d2
--- /dev/null
+++ b/apps/sim/executor/utils/vertex-credential.test.ts
@@ -0,0 +1,95 @@
+/**
+ * @vitest-environment node
+ */
+import { beforeEach, describe, expect, it, vi } from 'vitest'
+
+const { mockGetCredentialActorContext, mockGetServiceAccountToken, mockRefreshTokenIfNeeded } =
+  vi.hoisted(() => ({
+    mockGetCredentialActorContext: vi.fn(),
+    mockGetServiceAccountToken: vi.fn(),
+    mockRefreshTokenIfNeeded: vi.fn(),
+  }))
+
+vi.mock('@/lib/credentials/access', () => ({
+  getCredentialActorContext: mockGetCredentialActorContext,
+}))
+vi.mock('@/app/api/auth/oauth/utils', () => ({
+  getServiceAccountToken: mockGetServiceAccountToken,
+  refreshTokenIfNeeded: mockRefreshTokenIfNeeded,
+}))
+
+import { resolveVertexCredential } from '@/executor/utils/vertex-credential'
+
+function actorContext(workspaceId: string) {
+  return {
+    credential: {
+      id: 'cred-b',
+      workspaceId,
+      type: 'service_account',
+      accountId: null,
+    },
+    member: { id: 'member-1' },
+    hasWorkspaceAccess: true,
+    canWriteWorkspace: true,
+    isAdmin: false,
+  }
+}
+
+describe('resolveVertexCredential workspace binding', () => {
+  beforeEach(() => {
+    vi.clearAllMocks()
+    mockGetServiceAccountToken.mockResolvedValue('gcp-access-token')
+  })
+
+  it('rejects a credential owned by a different workspace than the executing workflow', async () => {
+    mockGetCredentialActorContext.mockResolvedValue(actorContext('workspace-b'))
+
+    await expect(
+      resolveVertexCredential({
+        credentialId: 'cred-b',
+        actingUserId: 'user-1',
+        workspaceId: 'workspace-a',
+      })
+    ).rejects.toThrow('Credential is not accessible from this workflow workspace')
+
+    expect(mockGetServiceAccountToken).not.toHaveBeenCalled()
+  })
+
+  it('resolves a credential owned by the executing workspace', async () => {
+    mockGetCredentialActorContext.mockResolvedValue(actorContext('workspace-a'))
+
+    await expect(
+      resolveVertexCredential({
+        credentialId: 'cred-b',
+        actingUserId: 'user-1',
+        workspaceId: 'workspace-a',
+      })
+    ).resolves.toBe('gcp-access-token')
+  })
+
+  it('still enforces the user-to-credential check within the same workspace', async () => {
+    mockGetCredentialActorContext.mockResolvedValue({
+      ...actorContext('workspace-a'),
+      member: null,
+      isAdmin: false,
+    })
+
+    await expect(
+      resolveVertexCredential({
+        credentialId: 'cred-b',
+        actingUserId: 'user-1',
+        workspaceId: 'workspace-a',
+      })
+    ).rejects.toThrow('Not authorized to use this Vertex AI credential')
+  })
+
+  it('requires an authenticated acting user', async () => {
+    await expect(
+      resolveVertexCredential({
+        credentialId: 'cred-b',
+        actingUserId: undefined,
+        workspaceId: 'workspace-a',
+      })
+    ).rejects.toThrow('requires an authenticated user')
+  })
+})
diff --git a/apps/sim/executor/utils/vertex-credential.ts b/apps/sim/executor/utils/vertex-credential.ts
index b902f29f2fb..9da58ffe40e 100644
--- a/apps/sim/executor/utils/vertex-credential.ts
+++ b/apps/sim/executor/utils/vertex-credential.ts
@@ -7,17 +7,27 @@ import { getServiceAccountToken, refreshTokenIfNeeded } from '@/app/api/auth/oau
 
 const logger = createLogger('VertexCredential')
 
+export interface ResolveVertexCredentialParams {
+  credentialId: string
+  actingUserId: string | undefined
+  /** Workspace of the executing workflow. The credential must belong to it. */
+  workspaceId: string | null | undefined
+  callerLabel?: string
+}
+
 /**
  * Resolves a Vertex AI OAuth credential to an access token.
- * Shared across agent, evaluator, and router handlers. Authorizes the executing
- * user against the credential first — workspace credentials are usable by their
- * members and by derived workspace admins, matching `authorizeCredentialUse`.
+ * Shared across agent, evaluator, and router handlers. Enforces the same two
+ * predicates as `authorizeCredentialUse`: the executing user must be a member
+ * (or derived workspace admin) of the credential, and the credential must belong
+ * to the workspace the workflow is executing in.
  */
-export async function resolveVertexCredential(
-  credentialId: string,
-  actingUserId: string | undefined,
-  callerLabel = 'vertex'
-): Promise<string> {
+export async function resolveVertexCredential({
+  credentialId,
+  actingUserId,
+  workspaceId,
+  callerLabel = 'vertex',
+}: ResolveVertexCredentialParams): Promise<string> {
   const requestId = `${callerLabel}-${Date.now()}`
 
   logger.info(`[${requestId}] Resolving Vertex AI credential: ${credentialId}`)
@@ -31,6 +41,13 @@ export async function resolveVertexCredential(
   if (!cred) {
     throw new Error(`Vertex AI credential not found: ${credentialId}`)
   }
+  if (workspaceId && cred.workspaceId !== workspaceId) {
+    logger.warn(`[${requestId}] Vertex AI credential belongs to a different workspace`, {
+      credentialId,
+      executingWorkspaceId: workspaceId,
+    })
+    throw new Error('Credential is not accessible from this workflow workspace')
+  }
   if (!access.hasWorkspaceAccess || (!access.member && !access.isAdmin)) {
     throw new Error('Not authorized to use this Vertex AI credential')
   }
diff --git a/apps/sim/lib/core/security/input-validation.test.ts b/apps/sim/lib/core/security/input-validation.test.ts
index df0200af3a6..f2472683d09 100644
--- a/apps/sim/lib/core/security/input-validation.test.ts
+++ b/apps/sim/lib/core/security/input-validation.test.ts
@@ -9,6 +9,8 @@ import {
   validateExternalUrl,
   validateFileExtension,
   validateGoogleCalendarId,
+  validateGoogleCloudLocation,
+  validateGoogleCloudProject,
   validateHostname,
   validateImageUrl,
   validateInteger,
@@ -1458,6 +1460,19 @@ describe('validateAwsRegion', () => {
     })
   })
 
+  describe('valid European Sovereign Cloud regions', () => {
+    it.concurrent('should accept eusc-de-east-1', () => {
+      const result = validateAwsRegion('eusc-de-east-1')
+      expect(result.isValid).toBe(true)
+      expect(result.sanitized).toBe('eusc-de-east-1')
+    })
+
+    it.concurrent('should reject a malformed eusc region', () => {
+      expect(validateAwsRegion('eusc-de-east').isValid).toBe(false)
+      expect(validateAwsRegion('eusc-deu-east-1').isValid).toBe(false)
+    })
+  })
+
   describe('valid China regions', () => {
     it.concurrent('should accept cn-north-1', () => {
       const result = validateAwsRegion('cn-north-1')
@@ -1561,6 +1576,91 @@ describe('validateAwsRegion', () => {
   })
 })
 
+describe('validateGoogleCloudLocation', () => {
+  describe('valid locations', () => {
+    it.concurrent.each([
+      'us-central1',
+      'us-east5',
+      'europe-west4',
+      'northamerica-northeast1',
+      'southamerica-east1',
+      'asia-northeast3',
+      'australia-southeast2',
+      'africa-south1',
+      'me-central2',
+      'global',
+    ])('should accept %s', (location) => {
+      const result = validateGoogleCloudLocation(location)
+      expect(result.isValid).toBe(true)
+      expect(result.sanitized).toBe(location)
+    })
+  })
+
+  describe('hostname injection', () => {
+    it.concurrent.each([
+      'attacker.example.com/x',
+      'us-central1/../attacker.tld',
+      'us-central1:8080',
+      'user@attacker.tld',
+      'us-central1?a=b',
+      'us-central1#frag',
+      'us central1',
+      'us-central1\n',
+      'US-CENTRAL1',
+      '../us-central1',
+    ])('should reject %j', (location) => {
+      const result = validateGoogleCloudLocation(location)
+      expect(result.isValid).toBe(false)
+    })
+  })
+
+  it.concurrent('should reject empty and missing values', () => {
+    expect(validateGoogleCloudLocation('').isValid).toBe(false)
+    expect(validateGoogleCloudLocation(null).isValid).toBe(false)
+    expect(validateGoogleCloudLocation(undefined).isValid).toBe(false)
+  })
+
+  it.concurrent('should name the parameter in the error', () => {
+    const result = validateGoogleCloudLocation('bad host', 'vertexLocation')
+    expect(result.error).toContain('vertexLocation')
+  })
+})
+
+describe('validateGoogleCloudProject', () => {
+  describe('valid projects', () => {
+    it.concurrent.each(['my-project', 'sim-prod-1', 'abcdef', '123456789012'])(
+      'should accept %s',
+      (project) => {
+        const result = validateGoogleCloudProject(project)
+        expect(result.isValid).toBe(true)
+        expect(result.sanitized).toBe(project)
+      }
+    )
+  })
+
+  describe('path injection and malformed ids', () => {
+    it.concurrent.each([
+      'my-project/../../other',
+      'my-project:alias',
+      'my project',
+      'My-Project',
+      '1project',
+      'my-project-',
+      'abc',
+      'a'.repeat(31),
+    ])('should reject %j', (project) => {
+      const result = validateGoogleCloudProject(project)
+      expect(result.isValid).toBe(false)
+    })
+  })
+
+  it.concurrent('should reject empty and missing values', () => {
+    expect(validateGoogleCloudProject('').isValid).toBe(false)
+    expect(validateGoogleCloudProject(null).isValid).toBe(false)
+    expect(validateGoogleCloudProject(undefined).isValid).toBe(false)
+  })
+})
+
 describe('validateS3BucketName', () => {
   describe('valid bucket names', () => {
     it.concurrent('should accept simple bucket name', () => {
diff --git a/apps/sim/lib/core/security/input-validation.ts b/apps/sim/lib/core/security/input-validation.ts
index 823fa3b2ef3..fb802353daa 100644
--- a/apps/sim/lib/core/security/input-validation.ts
+++ b/apps/sim/lib/core/security/input-validation.ts
@@ -856,6 +856,7 @@ export function validateAirtableId(
  * - ISO partitions: us-iso-east-1, us-iso-west-1, us-isob-east-1
  * - Mexico: mx-central-1
  * - EU Sovereign Cloud: eu-isoe-west-1
+ * - European Sovereign Cloud: eusc-de-east-1
  *
  * @param value - The AWS region to validate
  * @param paramName - Name of the parameter for error messages
@@ -881,7 +882,7 @@ export function validateAwsRegion(
   }
 
   const awsRegionPattern =
-    /^(eu-isoe|us-isob|us-iso|us-gov|af|ap|ca|cn|eu|il|me|mx|sa|us)-(central|north|northeast|northwest|south|southeast|southwest|east|west)-\d{1,2}$/
+    /^(eu-isoe|eusc-[a-z]{2}|us-isob|us-iso|us-gov|af|ap|ca|cn|eu|il|me|mx|sa|us)-(central|north|northeast|northwest|south|southeast|southwest|east|west)-\d{1,2}$/
 
   if (!awsRegionPattern.test(value)) {
     logger.warn('Invalid AWS region format', {
@@ -897,6 +898,84 @@ export function validateAwsRegion(
   return { isValid: true, sanitized: value }
 }
 
+/**
+ * Validates a Google Cloud location (region) identifier.
+ *
+ * Google SDKs interpolate this value directly into the API hostname
+ * (`https://{location}-aiplatform.googleapis.com/`), so an unvalidated value
+ * containing `/`, `:`, `@`, or whitespace can terminate the authority component
+ * and relocate the request — along with any attached credential — to an
+ * attacker-controlled host.
+ *
+ * Accepts `global` plus the documented `{geography}-{direction}{index}` region
+ * form (e.g. us-central1, europe-west4, northamerica-northeast1, me-central2).
+ *
+ * @param value - The location to validate
+ * @param paramName - Name of the parameter for error messages
+ * @returns ValidationResult
+ */
+export function validateGoogleCloudLocation(
+  value: string | null | undefined,
+  paramName = 'location'
+): ValidationResult {
+  if (value === null || value === undefined || value === '') {
+    return { isValid: false, error: `${paramName} is required` }
+  }
+
+  const googleLocationPattern =
+    /^(global|(africa|asia|australia|europe|me|northamerica|southamerica|us)-(central|east|north|northeast|northwest|south|southeast|southwest|west)\d{1,2})$/
+
+  if (!googleLocationPattern.test(value)) {
+    logger.warn('Invalid Google Cloud location format', {
+      paramName,
+      value: value.substring(0, 50),
+    })
+    return {
+      isValid: false,
+      error: `${paramName} must be a valid Google Cloud location (e.g., us-central1, europe-west4, global)`,
+    }
+  }
+
+  return { isValid: true, sanitized: value }
+}
+
+/**
+ * Validates a Google Cloud project identifier.
+ *
+ * Accepts either a project ID (6-30 chars, starts with a lowercase letter,
+ * lowercase letters/digits/hyphens, no trailing hyphen) or a numeric project
+ * number. This value is interpolated into the API URL path, so anything that
+ * could introduce path or authority separators is rejected.
+ *
+ * @param value - The project to validate
+ * @param paramName - Name of the parameter for error messages
+ * @returns ValidationResult
+ */
+export function validateGoogleCloudProject(
+  value: string | null | undefined,
+  paramName = 'project'
+): ValidationResult {
+  if (value === null || value === undefined || value === '') {
+    return { isValid: false, error: `${paramName} is required` }
+  }
+
+  const projectIdPattern = /^[a-z][a-z0-9-]{4,28}[a-z0-9]$/
+  const projectNumberPattern = /^\d{1,20}$/
+
+  if (!projectIdPattern.test(value) && !projectNumberPattern.test(value)) {
+    logger.warn('Invalid Google Cloud project format', {
+      paramName,
+      value: value.substring(0, 50),
+    })
+    return {
+      isValid: false,
+      error: `${paramName} must be a valid Google Cloud project ID or project number`,
+    }
+  }
+
+  return { isValid: true, sanitized: value }
+}
+
 /**
  * Validates an S3 bucket name according to AWS naming rules
  *
diff --git a/apps/sim/providers/bedrock/index.ts b/apps/sim/providers/bedrock/index.ts
index a35f0ab6bc5..11fb206683d 100644
--- a/apps/sim/providers/bedrock/index.ts
+++ b/apps/sim/providers/bedrock/index.ts
@@ -17,6 +17,7 @@ import {
 import { createLogger } from '@sim/logger'
 import { getErrorMessage, toError } from '@sim/utils/errors'
 import { isRecordLike } from '@sim/utils/object'
+import { validateAwsRegion } from '@/lib/core/security/input-validation'
 import type { IterationToolCall, NormalizedBlockOutput, StreamingExecution } from '@/executor/types'
 import { MAX_TOOL_ITERATIONS } from '@/providers'
 import { buildBedrockMessageContent } from '@/providers/attachments'
@@ -124,6 +125,15 @@ export const bedrockProvider: ProviderConfig = {
     request: ProviderRequest
   ): Promise<ProviderResponse | StreamingExecution> => {
     const region = request.bedrockRegion || 'us-east-1'
+
+    // The AWS SDK interpolates the region into the Bedrock endpoint hostname, so an
+    // unvalidated value can redirect the signed request to an attacker-chosen host.
+    const regionValidation = validateAwsRegion(region, 'bedrockRegion')
+    if (!regionValidation.isValid) {
+      logger.warn('Blocked invalid Bedrock region', { error: regionValidation.error })
+      throw new Error(`Invalid Bedrock region: ${regionValidation.error}`)
+    }
+
     const bedrockModelId = getBedrockInferenceProfileId(request.model, region)
 
     logger.info('Bedrock request', {
diff --git a/apps/sim/providers/vertex/index.test.ts b/apps/sim/providers/vertex/index.test.ts
new file mode 100644
index 00000000000..35282292617
--- /dev/null
+++ b/apps/sim/providers/vertex/index.test.ts
@@ -0,0 +1,105 @@
+/**
+ * @vitest-environment node
+ */
+import { beforeEach, describe, expect, it, vi } from 'vitest'
+import type { ProviderRequest } from '@/providers/types'
+
+const { mockGoogleGenAI, genAIArgs, mockExecuteGeminiRequest } = vi.hoisted(() => {
+  const genAIArgs: Array<Record<string, unknown>> = []
+  class MockGoogleGenAI {
+    constructor(opts: Record<string, unknown>) {
+      genAIArgs.push(opts)
+    }
+  }
+  return {
+    mockGoogleGenAI: MockGoogleGenAI,
+    genAIArgs,
+    mockExecuteGeminiRequest: vi.fn(),
+  }
+})
+
+vi.mock('@google/genai', () => ({ GoogleGenAI: mockGoogleGenAI }))
+vi.mock('google-auth-library', () => ({
+  OAuth2Client: class {
+    setCredentials() {}
+  },
+}))
+vi.mock('@/providers/gemini/core', () => ({ executeGeminiRequest: mockExecuteGeminiRequest }))
+vi.mock('@/providers/models', () => ({
+  getProviderModels: () => ['vertex/gemini-2.0-flash'],
+  getProviderDefaultModel: () => 'vertex/gemini-2.0-flash',
+}))
+vi.mock('@/lib/core/config/env', () => ({ env: {} }))
+
+import { vertexProvider } from '@/providers/vertex'
+
+function request(overrides: Partial<ProviderRequest> = {}): ProviderRequest {
+  return {
+    model: 'vertex/gemini-2.0-flash',
+    apiKey: 'ya29.canary-token',
+    vertexProject: 'pentest-proj',
+    messages: [],
+    ...overrides,
+  } as ProviderRequest
+}
+
+describe('vertexProvider location and project validation', () => {
+  beforeEach(() => {
+    vi.clearAllMocks()
+    genAIArgs.length = 0
+    mockExecuteGeminiRequest.mockResolvedValue({ content: 'ok' })
+  })
+
+  it('rejects a location that terminates the URL authority', async () => {
+    await expect(
+      vertexProvider.executeRequest(request({ vertexLocation: 'attacker.example.com/x' }))
+    ).rejects.toThrow(/Invalid Vertex AI location/)
+
+    expect(genAIArgs).toHaveLength(0)
+    expect(mockExecuteGeminiRequest).not.toHaveBeenCalled()
+  })
+
+  it.each(['us-central1:8080', 'user@attacker.tld', 'us-central1 attacker.tld', '../us-central1'])(
+    'rejects the malformed location %j without constructing a client',
+    async (vertexLocation) => {
+      await expect(vertexProvider.executeRequest(request({ vertexLocation }))).rejects.toThrow(
+        /Invalid Vertex AI location/
+      )
+      expect(genAIArgs).toHaveLength(0)
+    }
+  )
+
+  it('rejects a project that injects extra URL path segments', async () => {
+    await expect(
+      vertexProvider.executeRequest(
+        request({ vertexProject: 'proj/../../attacker', vertexLocation: 'us-central1' })
+      )
+    ).rejects.toThrow(/Invalid Vertex AI project/)
+
+    expect(genAIArgs).toHaveLength(0)
+  })
+
+  it('passes a valid location and project through to the SDK', async () => {
+    await vertexProvider.executeRequest(request({ vertexLocation: 'europe-west4' }))
+
+    expect(genAIArgs).toHaveLength(1)
+    expect(genAIArgs[0]).toMatchObject({
+      vertexai: true,
+      project: 'pentest-proj',
+      location: 'europe-west4',
+    })
+    expect(mockExecuteGeminiRequest).toHaveBeenCalledTimes(1)
+  })
+
+  it('normalizes a mixed-case location rather than rejecting it', async () => {
+    await vertexProvider.executeRequest(request({ vertexLocation: 'US-Central1' }))
+
+    expect(genAIArgs[0]).toMatchObject({ location: 'us-central1' })
+  })
+
+  it('defaults to us-central1 when no location is supplied', async () => {
+    await vertexProvider.executeRequest(request())
+
+    expect(genAIArgs[0]).toMatchObject({ location: 'us-central1' })
+  })
+})
diff --git a/apps/sim/providers/vertex/index.ts b/apps/sim/providers/vertex/index.ts
index 145de12388e..59c22efc2ad 100644
--- a/apps/sim/providers/vertex/index.ts
+++ b/apps/sim/providers/vertex/index.ts
@@ -2,6 +2,10 @@ import { GoogleGenAI } from '@google/genai'
 import { createLogger } from '@sim/logger'
 import { OAuth2Client } from 'google-auth-library'
 import { env } from '@/lib/core/config/env'
+import {
+  validateGoogleCloudLocation,
+  validateGoogleCloudProject,
+} from '@/lib/core/security/input-validation'
 import type { StreamingExecution } from '@/executor/types'
 import { executeGeminiRequest } from '@/providers/gemini/core'
 import { getProviderDefaultModel, getProviderModels } from '@/providers/models'
@@ -31,7 +35,13 @@ export const vertexProvider: ProviderConfig = {
     request: ProviderRequest
   ): Promise<ProviderResponse | StreamingExecution> => {
     const vertexProject = request.vertexProject || env.VERTEX_PROJECT
-    const vertexLocation = request.vertexLocation || env.VERTEX_LOCATION || 'us-central1'
+    // Hostnames are case-insensitive, so a mixed-case location reaches Google fine
+    // today. Normalize before validating rather than rejecting it as malformed.
+    const vertexLocation = (
+      request.vertexLocation ||
+      env.VERTEX_LOCATION ||
+      'us-central1'
+    ).toLowerCase()
 
     if (!vertexProject) {
       throw new Error(
@@ -39,6 +49,22 @@ export const vertexProvider: ProviderConfig = {
       )
     }
 
+    // The @google/genai SDK interpolates location into the API hostname and project
+    // into the URL path. Both must be validated before they reach the client, or a
+    // crafted value relocates the request — and the attached bearer token — to an
+    // arbitrary host.
+    const locationValidation = validateGoogleCloudLocation(vertexLocation, 'vertexLocation')
+    if (!locationValidation.isValid) {
+      logger.warn('Blocked invalid Vertex AI location', { error: locationValidation.error })
+      throw new Error(`Invalid Vertex AI location: ${locationValidation.error}`)
+    }
+
+    const projectValidation = validateGoogleCloudProject(vertexProject, 'vertexProject')
+    if (!projectValidation.isValid) {
+      logger.warn('Blocked invalid Vertex AI project', { error: projectValidation.error })
+      throw new Error(`Invalid Vertex AI project: ${projectValidation.error}`)
+    }
+
     if (!request.apiKey) {
       throw new Error(
         'Access token is required for Vertex AI. Run `gcloud auth print-access-token` to get one, or use a service account.'

From bf78c4c1d63eb4655ef19edaef291bbaeaa6baf4 Mon Sep 17 00:00:00 2001
From: Waleed <walif6@gmail.com>
Date: Sat, 1 Aug 2026 17:19:51 -0700
Subject: [PATCH 15/30] improvement(settings): unify save/discard across
 editable surfaces (#6173)
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

Save is now always rendered (primary, disabled until there is something to
save) and Discard only appears once there is something to discard. Previously
sandboxes showed no action at all until dirty — so a new sandbox had no visible
Create button — while skills always showed a disabled Save and no Discard.

- saveDiscardActions moves to @/components/settings and owns the one rule
- adds SettingsActionChip / SettingsActionChips so the settings shell and the
  ReactNode-slot headers render actions through the same chip path
- skills, secrets, connected credentials, custom tools and the secrets manager
  drop their hand-rolled Save chips for the shared helper
- credential-detail drafts seed once per credential instead of re-seeding from
  every refetch, which was acting as an implicit discard
---
 .claude/rules/sim-settings-pages.md           |  29 ++++-
 .../hooks/use-credential-detail-form.ts       |  28 +++-
 .../components/invite-modal/invite-modal.tsx  |   3 +-
 .../connected-credential-detail.tsx           |  10 +-
 .../custom-tool-detail/custom-tool-detail.tsx |  42 ++----
 .../components/sandboxes/sandboxes.tsx        |   3 +-
 .../save-discard-actions.ts                   |  33 -----
 .../secrets-manager/secrets-manager.tsx       |  35 ++---
 .../secrets/hooks/use-secret-value.ts         |  13 +-
 .../secrets/[credentialId]/secret-detail.tsx  |  10 +-
 .../skills/[skillId]/skill-detail.tsx         |  37 ++++--
 .../[workspaceId]/skills/new/skill-create.tsx |  30 +++--
 .../settings/save-discard-actions.tsx         |  58 +++++++++
 .../components/settings/settings-header.tsx   | 121 ++++++++++++------
 .../components/group-detail.tsx               |   2 +-
 .../components/custom-block-detail.tsx        |   2 +-
 .../components/data-retention-settings.tsx    |   4 +-
 .../components/session-policy-settings.tsx    |   2 +-
 .../ee/sso/components/sso-settings.test.tsx   |   9 +-
 apps/sim/ee/sso/components/sso-settings.tsx   |   4 +-
 .../components/whitelabeling-settings.tsx     |   2 +-
 .../ee/workspace-forking/components/forks.tsx |   4 +-
 22 files changed, 297 insertions(+), 184 deletions(-)
 delete mode 100644 apps/sim/app/workspace/[workspaceId]/settings/components/save-discard-actions/save-discard-actions.ts
 create mode 100644 apps/sim/components/settings/save-discard-actions.tsx

diff --git a/.claude/rules/sim-settings-pages.md b/.claude/rules/sim-settings-pages.md
index 154b45a2599..8710553e800 100644
--- a/.claude/rules/sim-settings-pages.md
+++ b/.claude/rules/sim-settings-pages.md
@@ -167,11 +167,32 @@ Any settings surface with editable state uses **one** shared stack — never
 hand-roll a Save button, a Discard button, a `beforeunload`, or an "Unsaved
 changes" modal:
 
-- **`saveDiscardActions(config)`** (`…/components/save-discard-actions/save-discard-actions`)
-  — returns the canonical dirty-gated **Discard + Save** `SettingsAction[]` (empty
-  when not dirty). Spread it into a `SettingsPanel` `actions` array, beside any
+- **`saveDiscardActions(config)`** (`@/components/settings/save-discard-actions`)
+  — returns the canonical **Discard + Save** `SettingsAction[]`. **Save is always
+  rendered** (primary), disabled until there is something to save, so every
+  editable surface announces its primary action in the same place and a create
+  form is never a page with no visible way to commit it; **Discard appears only
+  when dirty**. Spread it into a `SettingsPanel` `actions` array, beside any
   sibling actions (a detail view's Delete / Remove override). Config: `dirty`,
-  `saving`, `onSave`, `onDiscard`, `saveDisabled?`, `saveLabel?`, `savingLabel?`.
+  `saving`, `onSave`, `onDiscard`, `saveDisabled?`, `saveTooltip?`, `creating?`,
+  `saveLabel?`, `savingLabel?`. Create flows pass `creating` — the
+  Create / Creating... labels come as a pair and can never drift apart.
+  `saveLabel`/`savingLabel` are only for genuinely bespoke wording (SSO's
+  `Update`); never hand-roll the pair to get a create label.
+- **`<SaveDiscardChips {...config} />`** (same module) — the identical rule
+  rendered as chips, for surfaces whose header takes a `ReactNode` instead of
+  action data (`CredentialDetailLayout`: skills, secrets, connected credentials).
+  Both stacks derive from the one function; never hand-roll a Save chip.
+
+`CredentialDetailLayout` stays slot-driven for exactly two reasons: its back
+control is a real `<ChipLink href>` (deep-linkable / middle-clickable, which
+`SettingsBackAction`'s `onSelect` cannot express), and actions like
+`SkillImportButton` own a hidden file input and their own pending state.
+**Everything else in one of those headers should be `SettingsAction` data**
+rendered through `<SettingsActionChips actions={…} />` from
+`@/components/settings/settings-header` — that is the shared chip path, and it
+is what keeps tone/icon/variant/tooltip handling from drifting between the two
+shells. Reach for it before hand-rolling a `Chip`.
 - **`useSettingsUnsavedGuard({ isDirty })`** (`…/settings/hooks/use-settings-unsaved-guard`)
   — syncs the page's local `isDirty` into the shared `useSettingsDirtyStore` (so
   the sidebar's **section-switch** confirm + the centralized `beforeunload` both
diff --git a/apps/sim/app/workspace/[workspaceId]/components/credential-detail/hooks/use-credential-detail-form.ts b/apps/sim/app/workspace/[workspaceId]/components/credential-detail/hooks/use-credential-detail-form.ts
index 7bd0e1375d0..6ebda086901 100644
--- a/apps/sim/app/workspace/[workspaceId]/components/credential-detail/hooks/use-credential-detail-form.ts
+++ b/apps/sim/app/workspace/[workspaceId]/components/credential-detail/hooks/use-credential-detail-form.ts
@@ -1,6 +1,6 @@
 'use client'
 
-import { useCallback, useEffect, useState } from 'react'
+import { useCallback, useState } from 'react'
 import { toast } from '@sim/emcn'
 import { createLogger } from '@sim/logger'
 import { getErrorMessage } from '@sim/utils/errors'
@@ -30,11 +30,21 @@ export function useCredentialDetailForm({
 
   const [displayNameDraft, setDisplayNameDraft] = useState('')
   const [descriptionDraft, setDescriptionDraft] = useState('')
+  const [seededCredentialId, setSeededCredentialId] = useState<string | null>(null)
 
-  useEffect(() => {
-    setDisplayNameDraft(credential?.displayName ?? '')
-    setDescriptionDraft(credential?.description ?? '')
-  }, [credential?.id, credential?.displayName, credential?.description])
+  // Seed drafts when the credential first resolves (or the route id changes); a
+  // background refetch of the same credential must not clobber an in-progress
+  // edit — Discard is the one way to reset.
+  /** Applies a credential to both drafts — the one definition of "reset to server state". */
+  const seedDrafts = useCallback((source: WorkspaceCredential) => {
+    setDisplayNameDraft(source.displayName)
+    setDescriptionDraft(source.description ?? '')
+  }, [])
+
+  if (credential && credential.id !== seededCredentialId) {
+    setSeededCredentialId(credential.id)
+    seedDrafts(credential)
+  }
 
   const isDisplayNameDirty = credential ? displayNameDraft !== credential.displayName : false
   const isDescriptionDirty = credential
@@ -68,9 +78,14 @@ export function useCredentialDetailForm({
     isDescriptionDirty,
     displayNameDraft,
     descriptionDraft,
-    updateCredential,
+    updateCredential.mutateAsync,
+    updateCredential.isPending,
   ])
 
+  const discard = useCallback(() => {
+    if (credential) seedDrafts(credential)
+  }, [credential, seedDrafts])
+
   return {
     displayNameDraft,
     setDisplayNameDraft,
@@ -78,6 +93,7 @@ export function useCredentialDetailForm({
     setDescriptionDraft,
     isDirty,
     save,
+    discard,
     isSaving: updateCredential.isPending,
     handleBackClick: guard.handleBackClick,
     showUnsavedAlert: guard.showUnsavedAlert,
diff --git a/apps/sim/app/workspace/[workspaceId]/components/invite-modal/invite-modal.tsx b/apps/sim/app/workspace/[workspaceId]/components/invite-modal/invite-modal.tsx
index e80ebb4033a..c110e1b064e 100644
--- a/apps/sim/app/workspace/[workspaceId]/components/invite-modal/invite-modal.tsx
+++ b/apps/sim/app/workspace/[workspaceId]/components/invite-modal/invite-modal.tsx
@@ -40,8 +40,7 @@ const MEMBERSHIP_OPTIONS = [
 
 type Membership = (typeof MEMBERSHIP_OPTIONS)[number]['value']
 
-const MEMBERSHIP_HINTS: Record<Membership, string> = {
-  member: 'Joins your organization. Adds a seat.',
+const MEMBERSHIP_HINTS: Partial<Record<Membership, string>> = {
   admin: 'Joins your organization and can manage it. Adds a seat.',
   external:
     'Access to the selected workspaces only — no seat. Only available for people already on a paid Sim plan.',
diff --git a/apps/sim/app/workspace/[workspaceId]/integrations/connected/[credentialId]/connected-credential-detail.tsx b/apps/sim/app/workspace/[workspaceId]/integrations/connected/[credentialId]/connected-credential-detail.tsx
index 13a7378f9b5..fa40014816c 100644
--- a/apps/sim/app/workspace/[workspaceId]/integrations/connected/[credentialId]/connected-credential-detail.tsx
+++ b/apps/sim/app/workspace/[workspaceId]/integrations/connected/[credentialId]/connected-credential-detail.tsx
@@ -15,6 +15,7 @@ import { ArrowLeft } from '@sim/emcn/icons'
 import { createLogger } from '@sim/logger'
 import { getErrorMessage } from '@sim/utils/errors'
 import { useRouter } from 'next/navigation'
+import { SaveDiscardChips } from '@/components/settings/save-discard-actions'
 import { writeOAuthReturnContext } from '@/lib/credentials/client-state'
 import { resolveCredentialDisplay } from '@/lib/integrations'
 import {
@@ -204,9 +205,12 @@ export function ConnectedCredentialDetail({
         >
           Disconnect
         </Chip>
-        <Chip onClick={form.save} disabled={!form.isDirty || form.isSaving}>
-          {form.isSaving ? 'Saving...' : 'Save'}
-        </Chip>
+        <SaveDiscardChips
+          dirty={form.isDirty}
+          saving={form.isSaving}
+          onSave={form.save}
+          onDiscard={form.discard}
+        />
       </>
     ) : null
 
diff --git a/apps/sim/app/workspace/[workspaceId]/settings/components/custom-tools/components/custom-tool-detail/custom-tool-detail.tsx b/apps/sim/app/workspace/[workspaceId]/settings/components/custom-tools/components/custom-tool-detail/custom-tool-detail.tsx
index db3b2f47db2..88788ec0ea7 100644
--- a/apps/sim/app/workspace/[workspaceId]/settings/components/custom-tools/components/custom-tool-detail/custom-tool-detail.tsx
+++ b/apps/sim/app/workspace/[workspaceId]/settings/components/custom-tools/components/custom-tool-detail/custom-tool-detail.tsx
@@ -5,6 +5,7 @@ import { ChipConfirmModal, toast } from '@sim/emcn'
 import { ArrowLeft, Wrench } from '@sim/emcn/icons'
 import { createLogger } from '@sim/logger'
 import { getErrorMessage } from '@sim/utils/errors'
+import { saveDiscardActions } from '@/components/settings/save-discard-actions'
 import { ResourceTile } from '@/app/workspace/[workspaceId]/components'
 import {
   CredentialDetailHeading,
@@ -23,8 +24,6 @@ import {
   useSchemaGeneration,
   validateCustomToolSchema,
 } from '@/app/workspace/[workspaceId]/components/custom-tool-editor'
-import { saveDiscardActions } from '@/app/workspace/[workspaceId]/settings/components/save-discard-actions/save-discard-actions'
-import type { SettingsAction } from '@/app/workspace/[workspaceId]/settings/components/settings-header/settings-header'
 import { SettingsPanel } from '@/app/workspace/[workspaceId]/settings/components/settings-panel'
 import { SettingsSection } from '@/app/workspace/[workspaceId]/settings/components/settings-section/settings-section'
 import { useSettingsUnsavedGuard } from '@/app/workspace/[workspaceId]/settings/hooks/use-settings-unsaved-guard'
@@ -50,9 +49,9 @@ interface CustomToolDetailProps {
 
 /**
  * Full-page custom tool editor rendered as a settings detail sub-view: a back
- * chip, dirty-gated Discard/Save, Delete, and the Schema and Code editors
- * stacked (no tabs — the page has room for both). Uses the same fields as the
- * canvas modal so the two surfaces never drift.
+ * chip, Save/Discard, Delete, and the Schema and Code editors stacked (no tabs —
+ * the page has room for both). Uses the same fields as the canvas modal so the
+ * two surfaces never drift.
  */
 export function CustomToolDetail({
   workspaceId,
@@ -200,22 +199,6 @@ export function CustomToolDetail({
     }
   }
 
-  /**
-   * On create, the primary action is always visible so the page announces what
-   * it is for — disabled until the schema is a valid function definition.
-   * (`saveDiscardActions` is dirty-gated and would render nothing on an empty
-   * draft.) Discard still only appears once there is something to discard.
-   */
-  const createToolActions: SettingsAction[] = [
-    ...(dirty ? [{ text: 'Discard', onSelect: handleDiscard, disabled: saving }] : []),
-    {
-      text: saving ? 'Creating...' : 'Create',
-      variant: 'primary' as const,
-      onSelect: handleSave,
-      disabled: saving || streaming || !isSchemaValid,
-    },
-  ]
-
   return (
     <>
       <SettingsPanel
@@ -224,15 +207,14 @@ export function CustomToolDetail({
         actions={[
           ...(readOnly
             ? []
-            : isEditing
-              ? saveDiscardActions({
-                  dirty,
-                  saving,
-                  onSave: handleSave,
-                  onDiscard: handleDiscard,
-                  saveDisabled: !isSchemaValid || streaming,
-                })
-              : createToolActions),
+            : saveDiscardActions({
+                dirty,
+                saving,
+                onSave: handleSave,
+                onDiscard: handleDiscard,
+                saveDisabled: !isSchemaValid || streaming,
+                creating: !isEditing,
+              })),
           ...(tool && !readOnly
             ? [
                 {
diff --git a/apps/sim/app/workspace/[workspaceId]/settings/components/sandboxes/sandboxes.tsx b/apps/sim/app/workspace/[workspaceId]/settings/components/sandboxes/sandboxes.tsx
index a1ad58c0872..45c2e437303 100644
--- a/apps/sim/app/workspace/[workspaceId]/settings/components/sandboxes/sandboxes.tsx
+++ b/apps/sim/app/workspace/[workspaceId]/settings/components/sandboxes/sandboxes.tsx
@@ -8,6 +8,7 @@ import { useParams } from 'next/navigation'
 import { useQueryState } from 'nuqs'
 import { CodeIcon } from '@/components/icons'
 import { canMutateWorkspaceSettingsSection } from '@/components/settings/navigation'
+import { saveDiscardActions } from '@/components/settings/save-discard-actions'
 import type { SandboxDependencyIssue } from '@/lib/api/contracts/sandboxes'
 import { UnsavedChangesModal } from '@/app/workspace/[workspaceId]/components/credential-detail'
 import { useUserPermissionsContext } from '@/app/workspace/[workspaceId]/providers/workspace-permissions-provider'
@@ -29,7 +30,6 @@ import {
   type SandboxDraft,
   toSubmittedLines,
 } from '@/app/workspace/[workspaceId]/settings/components/sandboxes/utils'
-import { saveDiscardActions } from '@/app/workspace/[workspaceId]/settings/components/save-discard-actions/save-discard-actions'
 import { SettingsEmptyState } from '@/app/workspace/[workspaceId]/settings/components/settings-empty-state'
 import { SettingsPanel } from '@/app/workspace/[workspaceId]/settings/components/settings-panel'
 import { SettingsResourceRow } from '@/app/workspace/[workspaceId]/settings/components/settings-resource-row'
@@ -202,6 +202,7 @@ export function Sandboxes() {
                 setIssues([])
               },
               saveDisabled: !canAdmin || current.name.trim().length === 0,
+              creating: isCreating,
             }),
             ...(selected && canAdmin
               ? [
diff --git a/apps/sim/app/workspace/[workspaceId]/settings/components/save-discard-actions/save-discard-actions.ts b/apps/sim/app/workspace/[workspaceId]/settings/components/save-discard-actions/save-discard-actions.ts
deleted file mode 100644
index 2afdf280f2c..00000000000
--- a/apps/sim/app/workspace/[workspaceId]/settings/components/save-discard-actions/save-discard-actions.ts
+++ /dev/null
@@ -1,33 +0,0 @@
-import type { SettingsAction } from '@/app/workspace/[workspaceId]/settings/components/settings-header/settings-header'
-
-interface SaveDiscardActionsConfig {
-  dirty: boolean
-  saving: boolean
-  onSave: () => void
-  onDiscard: () => void
-  saveDisabled?: boolean
-  savingLabel?: string
-  saveLabel?: string
-}
-
-/** The dirty-gated Discard + Save action pair for settings surfaces — empty when not dirty. */
-export function saveDiscardActions({
-  dirty,
-  saving,
-  onSave,
-  onDiscard,
-  saveDisabled = false,
-  savingLabel = 'Saving...',
-  saveLabel = 'Save',
-}: SaveDiscardActionsConfig): SettingsAction[] {
-  if (!dirty) return []
-  return [
-    { text: 'Discard', onSelect: onDiscard, disabled: saving },
-    {
-      text: saving ? savingLabel : saveLabel,
-      variant: 'primary',
-      onSelect: onSave,
-      disabled: saving || saveDisabled,
-    },
-  ]
-}
diff --git a/apps/sim/app/workspace/[workspaceId]/settings/components/secrets/components/secrets-manager/secrets-manager.tsx b/apps/sim/app/workspace/[workspaceId]/settings/components/secrets/components/secrets-manager/secrets-manager.tsx
index 3566336a680..4b6d58ee8ab 100644
--- a/apps/sim/app/workspace/[workspaceId]/settings/components/secrets/components/secrets-manager/secrets-manager.tsx
+++ b/apps/sim/app/workspace/[workspaceId]/settings/components/secrets/components/secrets-manager/secrets-manager.tsx
@@ -6,6 +6,7 @@ import { createLogger } from '@sim/logger'
 import { useQueryClient } from '@tanstack/react-query'
 import { useParams, useRouter } from 'next/navigation'
 import { canMutateWorkspaceSettingsSection } from '@/components/settings/navigation'
+import { saveDiscardActions } from '@/components/settings/save-discard-actions'
 import {
   clearPendingCredentialCreateRequest,
   PENDING_CREDENTIAL_CREATE_REQUEST_EVENT,
@@ -17,7 +18,6 @@ import { UnsavedChangesModal } from '@/app/workspace/[workspaceId]/components/cr
 import { RowActionsMenu } from '@/app/workspace/[workspaceId]/settings/components/row-actions-menu'
 import { SecretValueField } from '@/app/workspace/[workspaceId]/settings/components/secrets/components/secret-value-field'
 import { SettingsEmptyState } from '@/app/workspace/[workspaceId]/settings/components/settings-empty-state'
-import type { SettingsAction } from '@/app/workspace/[workspaceId]/settings/components/settings-header/settings-header'
 import { SettingsPanel } from '@/app/workspace/[workspaceId]/settings/components/settings-panel'
 import { useSettingsSearch } from '@/app/workspace/[workspaceId]/settings/components/use-settings-search'
 import { isValidEnvVarName } from '@/executor/constants'
@@ -981,27 +981,18 @@ export function SecretsManager() {
           onChange: setSearchTerm,
           placeholder: 'Search secrets...',
         }}
-        actions={[
-          ...(hasChanges
-            ? [
-                {
-                  text: 'Discard',
-                  onSelect: handleCancel,
-                  disabled: isListSaving,
-                } satisfies SettingsAction,
-              ]
-            : []),
-          {
-            text: isListSaving ? 'Saving...' : 'Save',
-            onSelect: handleSave,
-            disabled: hasConflicts || hasInvalidKeys || isLoading || !hasChanges || isListSaving,
-            tooltip: hasConflicts
-              ? 'Resolve all conflicts before saving'
-              : hasInvalidKeys
-                ? 'Fix invalid variable names before saving'
-                : undefined,
-          },
-        ]}
+        actions={saveDiscardActions({
+          dirty: hasChanges,
+          saving: isListSaving,
+          onSave: handleSave,
+          onDiscard: handleCancel,
+          saveDisabled: hasConflicts || hasInvalidKeys || isLoading,
+          saveTooltip: hasConflicts
+            ? 'Resolve all conflicts before saving'
+            : hasInvalidKeys
+              ? 'Fix invalid variable names before saving'
+              : undefined,
+        })}
       >
         {!isLoading && (
           <div className='flex flex-col gap-7'>
diff --git a/apps/sim/app/workspace/[workspaceId]/settings/components/secrets/hooks/use-secret-value.ts b/apps/sim/app/workspace/[workspaceId]/settings/components/secrets/hooks/use-secret-value.ts
index 394aa641cab..8e246fb6de4 100644
--- a/apps/sim/app/workspace/[workspaceId]/settings/components/secrets/hooks/use-secret-value.ts
+++ b/apps/sim/app/workspace/[workspaceId]/settings/components/secrets/hooks/use-secret-value.ts
@@ -97,5 +97,16 @@ export function useSecretValue({ workspaceId, credential }: UseSecretValueParams
     }
   }
 
-  return { value: draft, setValue: setDraft, canEdit, isConflicted, isDirty, save, isSaving }
+  const discard = () => setDraft(currentValue)
+
+  return {
+    value: draft,
+    setValue: setDraft,
+    canEdit,
+    isConflicted,
+    isDirty,
+    save,
+    discard,
+    isSaving,
+  }
 }
diff --git a/apps/sim/app/workspace/[workspaceId]/settings/secrets/[credentialId]/secret-detail.tsx b/apps/sim/app/workspace/[workspaceId]/settings/secrets/[credentialId]/secret-detail.tsx
index 7aca00a8c7f..b1412d0d7f2 100644
--- a/apps/sim/app/workspace/[workspaceId]/settings/secrets/[credentialId]/secret-detail.tsx
+++ b/apps/sim/app/workspace/[workspaceId]/settings/secrets/[credentialId]/secret-detail.tsx
@@ -3,6 +3,7 @@
 import { useState } from 'react'
 import { Chip, ChipCopyInput, ChipLink, Send } from '@sim/emcn'
 import { ArrowLeft, Key } from '@sim/emcn/icons'
+import { SaveDiscardChips } from '@/components/settings/save-discard-actions'
 import {
   AddPeopleModal,
   CredentialDetailHeading,
@@ -51,9 +52,12 @@ export function SecretDetail({ workspaceId, credentialId }: SecretDetailProps) {
           </Chip>
         )}
         {canEditValue && (
-          <Chip onClick={valueField.save} disabled={!valueField.isDirty || valueField.isSaving}>
-            {valueField.isSaving ? 'Saving...' : 'Save'}
-          </Chip>
+          <SaveDiscardChips
+            dirty={valueField.isDirty}
+            saving={valueField.isSaving}
+            onSave={valueField.save}
+            onDiscard={valueField.discard}
+          />
         )}
       </>
     ) : null
diff --git a/apps/sim/app/workspace/[workspaceId]/skills/[skillId]/skill-detail.tsx b/apps/sim/app/workspace/[workspaceId]/skills/[skillId]/skill-detail.tsx
index 68597185bd4..9c37ba94fdb 100644
--- a/apps/sim/app/workspace/[workspaceId]/skills/[skillId]/skill-detail.tsx
+++ b/apps/sim/app/workspace/[workspaceId]/skills/[skillId]/skill-detail.tsx
@@ -7,6 +7,7 @@ import { createLogger } from '@sim/logger'
 import { getErrorMessage } from '@sim/utils/errors'
 import { useRouter } from 'next/navigation'
 import { AddPeopleModal } from '@/components/permissions'
+import { SaveDiscardChips } from '@/components/settings/save-discard-actions'
 import { SkillTile } from '@/app/workspace/[workspaceId]/components'
 import {
   CredentialDetailHeading,
@@ -36,7 +37,7 @@ interface SkillDetailProps {
 
 /**
  * Full-page skill detail, mirroring the integration credential detail surface:
- * a fixed action bar (Share / Delete / Save), a heading, editable Name /
+ * a fixed action bar (Share / Delete / Discard / Save), a heading, editable Name /
  * Description / Content sections, and the Skill Editors roster. Non-editors
  * and built-in template skills render read-only.
  */
@@ -71,15 +72,20 @@ export function SkillDetail({ workspaceId, skillId }: SkillDetailProps) {
   const [showDeleteConfirm, setShowDeleteConfirm] = useState(false)
   const [prevSkillId, setPrevSkillId] = useState<string | null>(null)
 
+  /** Applies a full skill shape to all three drafts and remounts the Content editor. */
+  const seedDrafts = (source: { name: string; description: string; content: string }) => {
+    setNameDraft(source.name)
+    setDescriptionDraft(source.description)
+    setContentDraft(source.content)
+    setErrors({})
+    setContentSeed((seed) => seed + 1)
+  }
+
   // Seed drafts when the skill first resolves (or the route id changes); a
   // background refetch of the same skill must not clobber an in-progress edit.
   if (skill && skill.id !== prevSkillId) {
     setPrevSkillId(skill.id)
-    setNameDraft(skill.name)
-    setDescriptionDraft(skill.description)
-    setContentDraft(skill.content)
-    setErrors({})
-    setContentSeed((seed) => seed + 1)
+    seedDrafts(skill)
   }
 
   const isDirty =
@@ -155,11 +161,7 @@ export function SkillDetail({ workspaceId, skillId }: SkillDetailProps) {
   const handleContentPaste = (text: string): boolean => {
     const parsed = parseSkillMarkdown(text)
     if (!parsed.nameFromFrontmatter) return false
-    setNameDraft(parsed.name)
-    setDescriptionDraft(parsed.description)
-    setContentDraft(parsed.content)
-    setErrors({})
-    setContentSeed((seed) => seed + 1)
+    seedDrafts(parsed)
     return true
   }
 
@@ -169,6 +171,10 @@ export function SkillDetail({ workspaceId, skillId }: SkillDetailProps) {
     </ChipLink>
   )
 
+  const handleDiscard = () => {
+    if (skill) seedDrafts(skill)
+  }
+
   const actions =
     skill && canEdit ? (
       <>
@@ -178,9 +184,12 @@ export function SkillDetail({ workspaceId, skillId }: SkillDetailProps) {
         <Chip onClick={() => setShowDeleteConfirm(true)} disabled={deleteSkill.isPending}>
           Delete
         </Chip>
-        <Chip onClick={handleSave} disabled={!isDirty || updateSkill.isPending}>
-          {updateSkill.isPending ? 'Saving...' : 'Save'}
-        </Chip>
+        <SaveDiscardChips
+          dirty={isDirty}
+          saving={updateSkill.isPending}
+          onSave={handleSave}
+          onDiscard={handleDiscard}
+        />
       </>
     ) : null
 
diff --git a/apps/sim/app/workspace/[workspaceId]/skills/new/skill-create.tsx b/apps/sim/app/workspace/[workspaceId]/skills/new/skill-create.tsx
index 5eaddfeee45..873e7aa9df9 100644
--- a/apps/sim/app/workspace/[workspaceId]/skills/new/skill-create.tsx
+++ b/apps/sim/app/workspace/[workspaceId]/skills/new/skill-create.tsx
@@ -1,11 +1,12 @@
 'use client'
 
 import { useState } from 'react'
-import { Chip, ChipLink, toast } from '@sim/emcn'
+import { ChipLink, toast } from '@sim/emcn'
 import { ArrowLeft } from '@sim/emcn/icons'
 import { createLogger } from '@sim/logger'
 import { getErrorMessage } from '@sim/utils/errors'
 import { useRouter } from 'next/navigation'
+import { SaveDiscardChips } from '@/components/settings/save-discard-actions'
 import { SkillTile } from '@/app/workspace/[workspaceId]/components'
 import {
   CredentialDetailHeading,
@@ -34,7 +35,7 @@ interface SkillCreateProps {
 
 /**
  * Full-page skill creation, mirroring the skill detail surface: a fixed action
- * bar (Import / Create skill), a heading, and the editable Name / Description /
+ * bar (Import / Discard / Create), a heading, and the editable Name / Description /
  * Content sections. Importing a SKILL.md prefills all three fields in place.
  */
 export function SkillCreate({ workspaceId }: SkillCreateProps) {
@@ -90,10 +91,11 @@ export function SkillCreate({ workspaceId }: SkillCreateProps) {
     }
   }
 
-  const applyImportedSkill = (data: ParsedSkill) => {
-    setNameDraft(data.name)
-    setDescriptionDraft(data.description)
-    setContentDraft(data.content)
+  /** Applies a full skill shape to all three drafts and remounts the Content editor. */
+  const seedDrafts = (source: Pick<ParsedSkill, 'name' | 'description' | 'content'>) => {
+    setNameDraft(source.name)
+    setDescriptionDraft(source.description)
+    setContentDraft(source.content)
     setErrors({})
     setContentSeed((seed) => seed + 1)
   }
@@ -106,7 +108,7 @@ export function SkillCreate({ workspaceId }: SkillCreateProps) {
   const handleContentPaste = (text: string): boolean => {
     const parsed = parseSkillMarkdown(text)
     if (!parsed.nameFromFrontmatter) return false
-    applyImportedSkill(parsed)
+    seedDrafts(parsed)
     return true
   }
 
@@ -116,12 +118,18 @@ export function SkillCreate({ workspaceId }: SkillCreateProps) {
     </ChipLink>
   )
 
+  const handleDiscard = () => seedDrafts({ name: '', description: '', content: '' })
+
   const actions = (
     <>
-      <SkillImportButton onImport={applyImportedSkill} disabled={createSkill.isPending} />
-      <Chip variant='primary' onClick={handleCreate} disabled={createSkill.isPending}>
-        {createSkill.isPending ? 'Creating...' : 'Create'}
-      </Chip>
+      <SkillImportButton onImport={seedDrafts} disabled={createSkill.isPending} />
+      <SaveDiscardChips
+        dirty={isDirty}
+        saving={createSkill.isPending}
+        onSave={handleCreate}
+        onDiscard={handleDiscard}
+        creating
+      />
     </>
   )
 
diff --git a/apps/sim/components/settings/save-discard-actions.tsx b/apps/sim/components/settings/save-discard-actions.tsx
new file mode 100644
index 00000000000..339f1ede0ab
--- /dev/null
+++ b/apps/sim/components/settings/save-discard-actions.tsx
@@ -0,0 +1,58 @@
+import { type SettingsAction, SettingsActionChips } from '@/components/settings/settings-header'
+
+export interface SaveDiscardActionsConfig {
+  dirty: boolean
+  saving: boolean
+  onSave: () => void
+  onDiscard: () => void
+  saveDisabled?: boolean
+  /** Labels the primary action `Create` / `Creating...` instead of `Save` / `Saving...`. */
+  creating?: boolean
+  /** Bespoke wording (e.g. `Update`). Prefer `creating` for the standard create flow. */
+  saveLabel?: string
+  /** Bespoke in-flight wording. Pair it with `saveLabel` so the two can't drift. */
+  savingLabel?: string
+  /** Explains a `saveDisabled` Save on hover — Save is always visible, so a blocked one should say why. */
+  saveTooltip?: string
+}
+
+/**
+ * The canonical Save/Discard header actions for any editable surface.
+ *
+ * Save is always rendered — every editable surface announces its primary action
+ * in the same place, and a create form is never a page with no visible way to
+ * commit it — and is disabled until there is something to save. Discard only
+ * appears once there is something to discard.
+ */
+export function saveDiscardActions({
+  dirty,
+  saving,
+  onSave,
+  onDiscard,
+  saveDisabled = false,
+  creating = false,
+  saveLabel = creating ? 'Create' : 'Save',
+  savingLabel = creating ? 'Creating...' : 'Saving...',
+  saveTooltip,
+}: SaveDiscardActionsConfig): SettingsAction[] {
+  return [
+    ...(dirty ? [{ id: 'discard', text: 'Discard', onSelect: onDiscard, disabled: saving }] : []),
+    {
+      id: 'save',
+      text: saving ? savingLabel : saveLabel,
+      variant: 'primary',
+      onSelect: onSave,
+      disabled: saving || saveDisabled || !dirty,
+      tooltip: saveTooltip,
+    },
+  ]
+}
+
+/**
+ * {@link saveDiscardActions} rendered as chips, for surfaces whose header takes
+ * a `ReactNode` (`CredentialDetailLayout`) instead of the settings shell's
+ * action data. Both stacks derive their chips from the one rule above.
+ */
+export function SaveDiscardChips(config: SaveDiscardActionsConfig) {
+  return <SettingsActionChips actions={saveDiscardActions(config)} />
+}
diff --git a/apps/sim/components/settings/settings-header.tsx b/apps/sim/components/settings/settings-header.tsx
index 98d507b3d01..9093b4d70b4 100644
--- a/apps/sim/components/settings/settings-header.tsx
+++ b/apps/sim/components/settings/settings-header.tsx
@@ -19,6 +19,8 @@ import { PAGE_HEADER_BAR } from '@/components/page-header-bar'
 const useIsomorphicLayoutEffect = typeof window === 'undefined' ? useEffect : useLayoutEffect
 
 export interface SettingsAction {
+  /** Stable render identity. Falls back to `text`, which remounts the chip whenever the label flips (Save → Saving...). */
+  id?: string
   text: string
   textTone?: 'error'
   icon?: ComponentType<{ className?: string }>
@@ -116,6 +118,75 @@ export function useSettingsHeader(config: SettingsHeaderConfig) {
   }, [register])
 }
 
+interface SettingsActionChipProps {
+  /** Presentation fields plus the default `onSelect` / `onPrefetch` handlers. */
+  action: SettingsAction
+  /** Overrides `action.onSelect` — the header shell passes a ref-reading indirection to avoid stale closures. */
+  onSelect?: () => void
+  /** Overrides `action.onPrefetch`, same reason. */
+  onPrefetch?: () => void
+}
+
+/**
+ * The one chip rendering of a {@link SettingsAction}. Both header stacks render
+ * through this, so an action's chrome — tone, icon, variant, disabled, tooltip —
+ * is identical wherever it is mounted. Container spacing still belongs to the
+ * enclosing shell.
+ */
+export function SettingsActionChip({
+  action,
+  onSelect = action.onSelect,
+  onPrefetch = action.onPrefetch,
+}: SettingsActionChipProps) {
+  const chip = (
+    <Chip
+      variant={action.variant}
+      active={action.active}
+      leftIcon={action.icon}
+      onClick={onSelect}
+      onMouseEnter={onPrefetch}
+      onFocus={onPrefetch}
+      disabled={action.disabled}
+      // A disabled <button> is not a hit-test target, so the tooltip's wrapping
+      // span would never see pointerenter and the explanation would never show.
+      className={cn(action.tooltip && action.disabled && 'pointer-events-none')}
+    >
+      {action.textTone === 'error' ? (
+        <span className='text-[var(--text-error)]'>{action.text}</span>
+      ) : (
+        action.text
+      )}
+    </Chip>
+  )
+  if (!action.tooltip) return chip
+  return (
+    <Tooltip.Root>
+      <Tooltip.Trigger asChild>
+        <span className='inline-flex'>{chip}</span>
+      </Tooltip.Trigger>
+      <Tooltip.Content>{action.tooltip}</Tooltip.Content>
+    </Tooltip.Root>
+  )
+}
+
+/**
+ * Renders a {@link SettingsAction} list as chips using each action's own
+ * handlers. This is the data path for headers that take a `ReactNode`
+ * (`CredentialDetailLayout`) — reach for it instead of hand-rolling `Chip`s, so
+ * those surfaces keep the same chrome as the settings shell. The shell itself
+ * maps through {@link SettingsActionChip} directly, since it must route every
+ * handler through a ref to avoid stale closures.
+ */
+export function SettingsActionChips({ actions }: { actions: SettingsAction[] }) {
+  return (
+    <>
+      {actions.map((action) => (
+        <SettingsActionChip key={action.id ?? action.text} action={action} />
+      ))}
+    </>
+  )
+}
+
 export function SettingsHeaderShell({ children }: { children: ReactNode }) {
   const read = useContext(ReadContext)
   const configRef = read?.configRef
@@ -138,44 +209,18 @@ export function SettingsHeaderShell({ children }: { children: ReactNode }) {
               Docs
             </ChipLink>
           )}
-          {actions?.map((action, index) => {
-            const chip = (
-              <Chip
-                key={action.text}
-                variant={action.variant}
-                active={action.active}
-                leftIcon={action.icon}
-                onClick={() => configRef?.current.actions?.[index]?.onSelect()}
-                onMouseEnter={
-                  action.onPrefetch
-                    ? () => configRef?.current.actions?.[index]?.onPrefetch?.()
-                    : undefined
-                }
-                onFocus={
-                  action.onPrefetch
-                    ? () => configRef?.current.actions?.[index]?.onPrefetch?.()
-                    : undefined
-                }
-                disabled={action.disabled}
-              >
-                {action.textTone === 'error' ? (
-                  <span className='text-[var(--text-error)]'>{action.text}</span>
-                ) : (
-                  action.text
-                )}
-              </Chip>
-            )
-            return action.tooltip ? (
-              <Tooltip.Root key={action.text}>
-                <Tooltip.Trigger asChild>
-                  <span className='inline-flex'>{chip}</span>
-                </Tooltip.Trigger>
-                <Tooltip.Content>{action.tooltip}</Tooltip.Content>
-              </Tooltip.Root>
-            ) : (
-              chip
-            )
-          })}
+          {actions?.map((action, index) => (
+            <SettingsActionChip
+              key={action.id ?? action.text}
+              action={action}
+              onSelect={() => configRef?.current.actions?.[index]?.onSelect()}
+              onPrefetch={
+                action.onPrefetch
+                  ? () => configRef?.current.actions?.[index]?.onPrefetch?.()
+                  : undefined
+              }
+            />
+          ))}
         </div>
       </div>
       <div
diff --git a/apps/sim/ee/access-control/components/group-detail.tsx b/apps/sim/ee/access-control/components/group-detail.tsx
index a773641cc10..5e47ebee4d2 100644
--- a/apps/sim/ee/access-control/components/group-detail.tsx
+++ b/apps/sim/ee/access-control/components/group-detail.tsx
@@ -28,6 +28,7 @@ import { getErrorMessage } from '@sim/utils/errors'
 import { formatDate } from '@sim/utils/formatting'
 import { ChevronDown, Plus } from 'lucide-react'
 import { useQueryState } from 'nuqs'
+import { saveDiscardActions } from '@/components/settings/save-discard-actions'
 import type { ShareAuthType } from '@/lib/api/contracts/public-shares'
 import { isBlockTypeAccessControlExempt } from '@/lib/permission-groups/block-access'
 import type { PermissionGroupConfig } from '@/lib/permission-groups/types'
@@ -45,7 +46,6 @@ import {
   MemberRow,
 } from '@/app/workspace/[workspaceId]/settings/components/member-list'
 import { RowActionsMenu } from '@/app/workspace/[workspaceId]/settings/components/row-actions-menu'
-import { saveDiscardActions } from '@/app/workspace/[workspaceId]/settings/components/save-discard-actions/save-discard-actions'
 import { SettingsEmptyState } from '@/app/workspace/[workspaceId]/settings/components/settings-empty-state'
 import { SettingsPanel } from '@/app/workspace/[workspaceId]/settings/components/settings-panel'
 import { SettingsSection } from '@/app/workspace/[workspaceId]/settings/components/settings-section/settings-section'
diff --git a/apps/sim/ee/custom-blocks/components/custom-block-detail.tsx b/apps/sim/ee/custom-blocks/components/custom-block-detail.tsx
index d3a591c0841..94bd6bc3b73 100644
--- a/apps/sim/ee/custom-blocks/components/custom-block-detail.tsx
+++ b/apps/sim/ee/custom-blocks/components/custom-block-detail.tsx
@@ -20,6 +20,7 @@ import {
 } from '@sim/emcn'
 import { getErrorMessage } from '@sim/utils/errors'
 import { ArrowLeft, ChevronDown, Image as ImageIcon, X } from 'lucide-react'
+import { saveDiscardActions } from '@/components/settings/save-discard-actions'
 import {
   type FlattenOutputsBlockInput,
   type FlattenOutputsEdgeInput,
@@ -28,7 +29,6 @@ import {
 import { extractInputFieldsFromBlocks } from '@/lib/workflows/input-format'
 import { UnsavedChangesModal } from '@/app/workspace/[workspaceId]/components/credential-detail'
 import { DropZone } from '@/app/workspace/[workspaceId]/components/drop-zone'
-import { saveDiscardActions } from '@/app/workspace/[workspaceId]/settings/components/save-discard-actions/save-discard-actions'
 import { SettingsPanel } from '@/app/workspace/[workspaceId]/settings/components/settings-panel'
 import { useProfilePictureUpload } from '@/app/workspace/[workspaceId]/settings/hooks/use-profile-picture-upload'
 import { useSettingsUnsavedGuard } from '@/app/workspace/[workspaceId]/settings/hooks/use-settings-unsaved-guard'
diff --git a/apps/sim/ee/data-retention/components/data-retention-settings.tsx b/apps/sim/ee/data-retention/components/data-retention-settings.tsx
index 898123fc7b4..8359777bd59 100644
--- a/apps/sim/ee/data-retention/components/data-retention-settings.tsx
+++ b/apps/sim/ee/data-retention/components/data-retention-settings.tsx
@@ -20,6 +20,8 @@ import { toError } from '@sim/utils/errors'
 import { generateId } from '@sim/utils/id'
 import { ArrowRight, Plus } from 'lucide-react'
 import { CustomPatternsEditor } from '@/components/pii/custom-patterns-editor'
+import { saveDiscardActions } from '@/components/settings/save-discard-actions'
+import type { SettingsAction } from '@/components/settings/settings-header'
 import type { UpdateOrganizationDataRetentionBody } from '@/lib/api/contracts/organization'
 import type { RetentionOverride } from '@/lib/api/contracts/primitives'
 import { isBillingEnabled } from '@/lib/core/config/env-flags'
@@ -41,9 +43,7 @@ import {
   stripNerEntities,
 } from '@/lib/guardrails/pii-entities'
 import { UnsavedChangesModal } from '@/app/workspace/[workspaceId]/components/credential-detail'
-import { saveDiscardActions } from '@/app/workspace/[workspaceId]/settings/components/save-discard-actions/save-discard-actions'
 import { SettingsEmptyState } from '@/app/workspace/[workspaceId]/settings/components/settings-empty-state'
-import type { SettingsAction } from '@/app/workspace/[workspaceId]/settings/components/settings-header/settings-header'
 import { SettingsPanel } from '@/app/workspace/[workspaceId]/settings/components/settings-panel'
 import { SettingsSection } from '@/app/workspace/[workspaceId]/settings/components/settings-section/settings-section'
 import { useSettingsUnsavedGuard } from '@/app/workspace/[workspaceId]/settings/hooks/use-settings-unsaved-guard'
diff --git a/apps/sim/ee/session-policy/components/session-policy-settings.tsx b/apps/sim/ee/session-policy/components/session-policy-settings.tsx
index d3b6a1cb977..d3c79ea2374 100644
--- a/apps/sim/ee/session-policy/components/session-policy-settings.tsx
+++ b/apps/sim/ee/session-policy/components/session-policy-settings.tsx
@@ -3,13 +3,13 @@
 import { useEffect, useState } from 'react'
 import { ChipConfirmModal, ChipInput, Label, toast } from '@sim/emcn'
 import { getErrorMessage } from '@sim/utils/errors'
+import { saveDiscardActions } from '@/components/settings/save-discard-actions'
 import {
   MAX_SESSION_POLICY_HOURS,
   MIN_IDLE_TIMEOUT_HOURS,
   MIN_SESSION_LIFETIME_HOURS,
 } from '@/lib/api/contracts/organization'
 import { isBillingEnabled } from '@/lib/core/config/env-flags'
-import { saveDiscardActions } from '@/app/workspace/[workspaceId]/settings/components/save-discard-actions/save-discard-actions'
 import { SettingsEmptyState } from '@/app/workspace/[workspaceId]/settings/components/settings-empty-state'
 import { SettingsPanel } from '@/app/workspace/[workspaceId]/settings/components/settings-panel'
 import { useSettingsUnsavedGuard } from '@/app/workspace/[workspaceId]/settings/hooks/use-settings-unsaved-guard'
diff --git a/apps/sim/ee/sso/components/sso-settings.test.tsx b/apps/sim/ee/sso/components/sso-settings.test.tsx
index 2a400aaf8f0..e2c9ed920f9 100644
--- a/apps/sim/ee/sso/components/sso-settings.test.tsx
+++ b/apps/sim/ee/sso/components/sso-settings.test.tsx
@@ -58,12 +58,9 @@ vi.mock('@/ee/sso/components/verified-domains-section', () => ({
   VerifiedDomainsSection: () => <div />,
 }))
 
-vi.mock(
-  '@/app/workspace/[workspaceId]/settings/components/save-discard-actions/save-discard-actions',
-  () => ({
-    saveDiscardActions: () => [],
-  })
-)
+vi.mock('@/components/settings/save-discard-actions', () => ({
+  saveDiscardActions: () => [],
+}))
 
 vi.mock('@/app/workspace/[workspaceId]/settings/components/settings-empty-state', () => ({
   SettingsEmptyState: ({ children }: { children?: ReactNode }) => <div>{children}</div>,
diff --git a/apps/sim/ee/sso/components/sso-settings.tsx b/apps/sim/ee/sso/components/sso-settings.tsx
index 959581bd9c8..b7f3df18a85 100644
--- a/apps/sim/ee/sso/components/sso-settings.tsx
+++ b/apps/sim/ee/sso/components/sso-settings.tsx
@@ -17,14 +17,14 @@ import {
 import { createLogger } from '@sim/logger'
 import { getErrorMessage } from '@sim/utils/errors'
 import { ChevronDown, Eye, EyeOff } from 'lucide-react'
+import { saveDiscardActions } from '@/components/settings/save-discard-actions'
+import type { SettingsAction } from '@/components/settings/settings-header'
 import type { SsoRegistrationBody } from '@/lib/api/contracts/auth'
 import { useSession } from '@/lib/auth/auth-client'
 import { isEnterprise } from '@/lib/billing/plan-helpers'
 import { isBillingEnabled } from '@/lib/core/config/env-flags'
 import { getBaseUrl } from '@/lib/core/utils/urls'
-import { saveDiscardActions } from '@/app/workspace/[workspaceId]/settings/components/save-discard-actions/save-discard-actions'
 import { SettingsEmptyState } from '@/app/workspace/[workspaceId]/settings/components/settings-empty-state'
-import type { SettingsAction } from '@/app/workspace/[workspaceId]/settings/components/settings-header/settings-header'
 import { SettingsPanel } from '@/app/workspace/[workspaceId]/settings/components/settings-panel'
 import { SettingsSection } from '@/app/workspace/[workspaceId]/settings/components/settings-section/settings-section'
 import { useSettingsUnsavedGuard } from '@/app/workspace/[workspaceId]/settings/hooks/use-settings-unsaved-guard'
diff --git a/apps/sim/ee/whitelabeling/components/whitelabeling-settings.tsx b/apps/sim/ee/whitelabeling/components/whitelabeling-settings.tsx
index deecd10d1ce..64dedd8a589 100644
--- a/apps/sim/ee/whitelabeling/components/whitelabeling-settings.tsx
+++ b/apps/sim/ee/whitelabeling/components/whitelabeling-settings.tsx
@@ -6,6 +6,7 @@ import { createLogger } from '@sim/logger'
 import { toError } from '@sim/utils/errors'
 import { Image as ImageIcon, X } from 'lucide-react'
 import Image from 'next/image'
+import { saveDiscardActions } from '@/components/settings/save-discard-actions'
 import { isEnterprise } from '@/lib/billing/plan-helpers'
 import { HEX_COLOR_REGEX } from '@/lib/branding'
 import { isBillingEnabled } from '@/lib/core/config/env-flags'
@@ -13,7 +14,6 @@ import {
   CHIP_FIELD_INPUT,
   CHIP_FIELD_SHELL,
 } from '@/app/workspace/[workspaceId]/components/credential-detail'
-import { saveDiscardActions } from '@/app/workspace/[workspaceId]/settings/components/save-discard-actions/save-discard-actions'
 import { SettingsEmptyState } from '@/app/workspace/[workspaceId]/settings/components/settings-empty-state'
 import { SettingsPanel } from '@/app/workspace/[workspaceId]/settings/components/settings-panel'
 import { SettingsSection } from '@/app/workspace/[workspaceId]/settings/components/settings-section/settings-section'
diff --git a/apps/sim/ee/workspace-forking/components/forks.tsx b/apps/sim/ee/workspace-forking/components/forks.tsx
index 38df0a0cead..550be464c49 100644
--- a/apps/sim/ee/workspace-forking/components/forks.tsx
+++ b/apps/sim/ee/workspace-forking/components/forks.tsx
@@ -7,6 +7,8 @@ import { getErrorMessage } from '@sim/utils/errors'
 import { AlertTriangle, Plus } from 'lucide-react'
 import { useParams, useRouter } from 'next/navigation'
 import { useQueryState } from 'nuqs'
+import { saveDiscardActions } from '@/components/settings/save-discard-actions'
+import type { SettingsAction } from '@/components/settings/settings-header'
 import type { ForkLineageChildApi, ForkLineageNodeApi } from '@/lib/api/contracts/workspace-fork'
 import { isBillingEnabled } from '@/lib/core/config/env-flags'
 import { FloatingOverflowText } from '@/app/workspace/[workspaceId]/components'
@@ -24,9 +26,7 @@ import {
   type RowAction,
   RowActionsMenu,
 } from '@/app/workspace/[workspaceId]/settings/components/row-actions-menu'
-import { saveDiscardActions } from '@/app/workspace/[workspaceId]/settings/components/save-discard-actions/save-discard-actions'
 import { SettingsEmptyState } from '@/app/workspace/[workspaceId]/settings/components/settings-empty-state'
-import type { SettingsAction } from '@/app/workspace/[workspaceId]/settings/components/settings-header/settings-header'
 import { SettingsPanel } from '@/app/workspace/[workspaceId]/settings/components/settings-panel'
 import { SettingsSection } from '@/app/workspace/[workspaceId]/settings/components/settings-section/settings-section'
 import { useSettingsSearch } from '@/app/workspace/[workspaceId]/settings/components/use-settings-search'

From 5686b7bb8308e04afacf0becb6766c537825fb04 Mon Sep 17 00:00:00 2001
From: Waleed <walif6@gmail.com>
Date: Sat, 1 Aug 2026 17:20:06 -0700
Subject: [PATCH 16/30] fix(realtime): enforce room access continuously, not
 only at join (#6170)
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

* fix(realtime): enforce room access continuously, not only at join

File-doc, table, and workspace-list rooms authorized once at JOIN and never
again, so a member whose workspace access was revoked or downgraded kept live
collaborative write access — including durable Yjs document writes — for the
whole lifetime of an already-open socket. The access-revalidation sweep
explicitly skipped every non-workflow room.

- sweep every room type, authorizing each against its own resource
- share one membership policy (ROOM_MEMBERSHIP_ACTIONS) between the join check
  and the sweep, so a file-doc room keeps requiring write in both
- gate file-doc document frames and table cell selections on the cached
  permission, evicting on a confirmed loss of access
- re-check the cached decision before a join commits, so a join that authorized
  just before a revocation cannot re-enter the room
- never let a join's own cache write clobber a revocation recorded mid-flight
- surface room-access-revoked to clients; the file-doc editor falls back to
  read-only instead of accepting keystrokes that go nowhere

* refactor(realtime): one shared eviction path for revoked room access

The sweep and both per-frame gates each open-coded emit + leave + local-state
cleanup. Route them all through evictSocketFromRoom so they cannot diverge on
what eviction means; workflow keeps its historical access-revoked payload.

* fix(realtime): re-check access before workspace-list room joins too

The workspace-files / workspace-tables joins committed straight from their
authorize result, so a join that authorized just before a revocation could put
the socket back in a room the sweep had already evicted it from. Mirrors the
guard the file-doc and table joins already had.

* fix(realtime): order role-cache writes by read start, not write time

Two authorizations can start in one order and finish in the other, so the
decision written last can come from the older read. A join that authorized
before a revocation but returned after the sweep's denial would bury it,
handing the socket another full cache TTL of access. Every writer now takes a
monotonic ticket before it queries and yields only to a later-started read.

* chore(realtime): drop the test-only unguarded role-cache writer

Tests can express the same setup with commitRoomPermission + a read ticket, so
the cache has exactly one write path and no export without a production caller.

* fix(realtime): keep handler-initiated table eviction retryable

Evicting leaves the Socket.IO room synchronously, which is also how the sweep
discovers work — so a presence removal failing in the per-frame path could never
be retried and left a ghost collaborator until disconnect. Failed (or
unconfirmed) removals now hand off to the sweep's existing cleanup lane instead
of a second retry loop.

* fix(realtime): re-resolve access at join commit instead of peeking the cache

The pre-commit recheck peeked the role cache, which reports an EXPIRED entry as
unknown and fails open — so a join stalled longer than the cache TTL could
re-enter a room the sweep had already evicted it from, including a file-doc room
where the next cold-cache frame is accepted as a durable write. All three joins
now re-resolve the way the workflow join always has; it is normally a cache hit,
since the join's own authorize just warmed it.

* fix(realtime): keep the join generation guard after the access re-check

The access re-resolve added in the previous commit sat AFTER the generation /
superseded guard in the table and workspace-list joins, so a leave or a newer
join landing during that await no longer cancelled the stale join — it would go
on to leave the room the client had switched to and commit the abandoned one.
The guard is now the last thing before the commit in all three handlers, as it
already was for file-doc and workflow.

* test(realtime): use the shared sleep helper in the new join tests

check:utils bans the inline new Promise(setTimeout) form; the two stalled-join
tests were the only new offenders.

* fix(realtime): leave the prior table room only once the join is certain

A table switch left the previous room before the access re-check ran, so a
denial there aborted the join and left the client in no table room at all —
silently dropped from one it may still be allowed to occupy. The leave now
happens after the re-check, matching the file-doc and workspace-list joins.

* fix(realtime): close the table join window between re-check and commit

Moving the prior-room leave after the access re-check left Redis awaits between
that check and socket.join, and superseded() only watches the join generation —
so a sweep revocation landing in that window could still put a revoked socket
back in the room. A synchronous cache peek immediately before the commit closes
it without reintroducing the await; the authoritative resolve moments earlier
wrote a fresh entry, so a differing read IS the revocation being guarded.
---
 apps/realtime/src/access-revalidation.test.ts | 131 ++++++++--
 apps/realtime/src/access-revalidation.ts      | 225 ++++++++++-------
 apps/realtime/src/handlers/file-doc.test.ts   | 150 ++++++++++++
 apps/realtime/src/handlers/file-doc.ts        |  87 ++++++-
 apps/realtime/src/handlers/room-eviction.ts   | 107 ++++++++
 apps/realtime/src/handlers/room-join-auth.ts  |  15 ++
 apps/realtime/src/handlers/tables.test.ts     | 199 +++++++++++++++
 apps/realtime/src/handlers/tables.ts          | 150 +++++++++++-
 .../workspace-invalidation-room.test.ts       |  78 ++++++
 .../handlers/workspace-invalidation-room.ts   |  31 ++-
 .../src/middleware/permissions.test.ts        |  37 +++
 apps/realtime/src/middleware/permissions.ts   | 229 ++++++++++++++----
 .../collaboration/file-doc-provider.ts        |  31 +++
 packages/platform-authz/package.json          |   4 +
 packages/platform-authz/src/predicates.ts     |  12 +
 packages/platform-authz/src/room-policy.ts    |  44 ++++
 packages/realtime-protocol/src/events.ts      |  22 ++
 17 files changed, 1384 insertions(+), 168 deletions(-)
 create mode 100644 apps/realtime/src/handlers/room-eviction.ts
 create mode 100644 packages/platform-authz/src/room-policy.ts

diff --git a/apps/realtime/src/access-revalidation.test.ts b/apps/realtime/src/access-revalidation.test.ts
index 4ea7999c301..a6ae605bffd 100644
--- a/apps/realtime/src/access-revalidation.test.ts
+++ b/apps/realtime/src/access-revalidation.test.ts
@@ -1,10 +1,13 @@
 /**
  * @vitest-environment node
  *
- * Tests for the periodic read-access re-validation sweep. The security contract:
- * a socket is evicted only when its role resolves to `null` (a confirmed
- * revocation), and a transient failure never evicts a still-authorized socket.
+ * Tests for the periodic access re-validation sweep, which covers EVERY room type
+ * a socket occupies. The security contract: a socket is evicted only when its
+ * permission definitively fails the level that room requires (a confirmed
+ * revocation or downgrade), and a transient failure never evicts a still-authorized
+ * socket.
  */
+import { ROOM_TYPES } from '@sim/realtime-protocol/rooms'
 import { beforeEach, describe, expect, it, vi } from 'vitest'
 
 const { mockResolveRole } = vi.hoisted(() => ({
@@ -12,7 +15,7 @@ const { mockResolveRole } = vi.hoisted(() => ({
 }))
 
 vi.mock('@/middleware/permissions', () => ({
-  resolveCurrentWorkflowRole: mockResolveRole,
+  resolveCurrentRoomPermission: mockResolveRole,
   ROLE_REVALIDATION_TTL_MS: 30_000,
 }))
 
@@ -20,6 +23,7 @@ import {
   ACCESS_REVALIDATION_SWEEP_INTERVAL_MS,
   startAccessRevalidationSweep,
 } from '@/access-revalidation'
+import { registerRoomEvictionHandler } from '@/handlers/room-eviction'
 import type { IRoomManager, UserPresence } from '@/rooms'
 
 interface FakeSocket {
@@ -30,9 +34,9 @@ interface FakeSocket {
   leave: ReturnType<typeof vi.fn>
 }
 
-function makeSocket(id: string, userId: string | undefined, workflowId?: string): FakeSocket {
+function makeSocket(id: string, userId: string | undefined, room?: string): FakeSocket {
   const rooms = new Set<string>([id])
-  if (workflowId) rooms.add(workflowId)
+  if (room) rooms.add(room)
   return {
     id,
     userId,
@@ -131,7 +135,7 @@ describe('access-revalidation sweep', () => {
     expect(manager.removeUserFromRoom).not.toHaveBeenCalled()
   })
 
-  it('resolves with the static safe fallback and no presence reads in the scan', async () => {
+  it('resolves with the room safe fallback and no presence reads in the scan', async () => {
     const socket = makeSocket('sock-1', 'user-1', 'wf-1')
     const manager = makeManager([socket], [{ socketId: 'sock-1', role: 'admin' }])
     mockResolveRole.mockResolvedValue('admin')
@@ -140,32 +144,123 @@ describe('access-revalidation sweep', () => {
     await sweep.runOnce()
     sweep.stop()
 
-    expect(mockResolveRole).toHaveBeenCalledWith('user-1', 'wf-1', 'read')
+    expect(mockResolveRole).toHaveBeenCalledWith('user-1', { type: 'workflow', id: 'wf-1' }, 'read')
     // The security scan must stay Redis-free — presence is never consulted.
     expect(manager.getRoomUsers).not.toHaveBeenCalled()
   })
 
-  it('never evicts a socket joined only to a non-workflow room (files/tables/file-doc)', async () => {
-    // The sweep shares one io with the files/tables/file-doc handlers. Those rooms are
-    // namespaced (`workspace-files:ws-1`, `table:t-1`), so treating every socket.rooms
-    // entry as a workflow id would resolve a bogus permission → null → evict the socket
-    // from its files/table room every pass. Non-workflow rooms must be filtered out.
+  it('sweeps non-workflow rooms against their own resource, not a bogus workflow id', async () => {
+    // The sweep shares one io with the files/tables/file-doc handlers. Their rooms are
+    // namespaced (`workspace-files:ws-1`, `table:t-1`), so each name is decoded and
+    // authorized as its own room type — the whole point of covering them at all.
     const filesSocket = makeSocket('sock-1', 'user-1', 'workspace-files:ws-1')
     const tableSocket = makeSocket('sock-2', 'user-2', 'table:t-1')
     const manager = makeManager([filesSocket, tableSocket])
-    // Even if the role resolver would say "no access", these must never be swept.
-    mockResolveRole.mockResolvedValue(null)
+    mockResolveRole.mockResolvedValue('write')
 
     const sweep = startAccessRevalidationSweep(manager)
     await sweep.runOnce()
     sweep.stop()
 
-    expect(mockResolveRole).not.toHaveBeenCalled()
+    expect(mockResolveRole).toHaveBeenCalledWith(
+      'user-1',
+      { type: 'workspace-files', id: 'ws-1' },
+      'read'
+    )
+    expect(mockResolveRole).toHaveBeenCalledWith('user-2', { type: 'table', id: 't-1' }, 'read')
+    // Still authorized: nobody is evicted.
     expect(filesSocket.leave).not.toHaveBeenCalled()
-    expect(filesSocket.emit).not.toHaveBeenCalled()
     expect(tableSocket.leave).not.toHaveBeenCalled()
-    expect(tableSocket.emit).not.toHaveBeenCalled()
+  })
+
+  it('evicts a revoked socket from a presence-free workspace-files room without touching presence', async () => {
+    const socket = makeSocket('sock-1', 'user-1', 'workspace-files:ws-1')
+    const manager = makeManager([socket])
+    mockResolveRole.mockResolvedValue(null)
+
+    const sweep = startAccessRevalidationSweep(manager)
+    await sweep.runOnce()
+    sweep.stop()
+
+    expect(socket.emit).toHaveBeenCalledWith(
+      'room-access-revoked',
+      expect.objectContaining({ room: { type: 'workspace-files', id: 'ws-1' } })
+    )
+    expect(socket.leave).toHaveBeenCalledWith('workspace-files:ws-1')
+    // These rooms hold no room-manager presence, so nothing is owed to the cleanup lane.
     expect(manager.removeUserFromRoom).not.toHaveBeenCalled()
+    expect(manager.broadcastPresenceUpdate).not.toHaveBeenCalled()
+  })
+
+  it('evicts a revoked socket from a table room and clears its presence', async () => {
+    const socket = makeSocket('sock-1', 'user-1', 'table:t-1')
+    const manager = makeManager([socket], [{ socketId: 'sock-1', role: 'read' }])
+    mockResolveRole.mockResolvedValue(null)
+
+    const sweep = startAccessRevalidationSweep(manager)
+    await sweep.runOnce()
+    sweep.stop()
+
+    expect(socket.leave).toHaveBeenCalledWith('table:t-1')
+    expect(manager.removeUserFromRoom).toHaveBeenCalledWith({ type: 'table', id: 't-1' }, 'sock-1')
+    expect(manager.broadcastPresenceUpdate).toHaveBeenCalledWith({ type: 'table', id: 't-1' })
+  })
+
+  it('evicts a file-doc socket downgraded to read, and keeps its table room', async () => {
+    // A file-doc room IS the editor and requires `write`; a table room requires only
+    // `read`. One downgraded user in both rooms must lose exactly the document.
+    const socket = makeSocket('sock-1', 'user-1', 'workspace-file-doc:file-1')
+    socket.rooms.add('table:t-1')
+    const manager = makeManager([socket])
+    mockResolveRole.mockResolvedValue('read')
+
+    const sweep = startAccessRevalidationSweep(manager)
+    await sweep.runOnce()
+    sweep.stop()
+
+    expect(socket.leave).toHaveBeenCalledWith('workspace-file-doc:file-1')
+    expect(socket.leave).not.toHaveBeenCalledWith('table:t-1')
+    expect(socket.emit).toHaveBeenCalledWith(
+      'room-access-revoked',
+      expect.objectContaining({ room: { type: 'workspace-file-doc', id: 'file-1' } })
+    )
+  })
+
+  it('falls back to the room type own membership level on a cold-cache failure', async () => {
+    // A static 'read' fallback would have evicted every file-doc socket (which needs
+    // `write`) the first time the DB blipped with a cold cache.
+    const socket = makeSocket('sock-1', 'user-1', 'workspace-file-doc:file-1')
+    const manager = makeManager([socket])
+    mockResolveRole.mockResolvedValue('write')
+
+    const sweep = startAccessRevalidationSweep(manager)
+    await sweep.runOnce()
+    sweep.stop()
+
+    expect(mockResolveRole).toHaveBeenCalledWith(
+      'user-1',
+      { type: 'workspace-file-doc', id: 'file-1' },
+      'write'
+    )
+    expect(socket.leave).not.toHaveBeenCalled()
+  })
+
+  it('runs the room type registered eviction handler so handler-local state is dropped', async () => {
+    const evicted = vi.fn()
+    registerRoomEvictionHandler(ROOM_TYPES.WORKSPACE_FILE_DOC, evicted)
+    const socket = makeSocket('sock-1', 'user-1', 'workspace-file-doc:file-1')
+    const manager = makeManager([socket])
+    mockResolveRole.mockResolvedValue(null)
+
+    const sweep = startAccessRevalidationSweep(manager)
+    await sweep.runOnce()
+    sweep.stop()
+
+    expect(evicted).toHaveBeenCalledWith(
+      'sock-1',
+      { type: 'workspace-file-doc', id: 'file-1' },
+      manager.io
+    )
   })
 
   it('evicts only the revoked socket, not co-members of the room', async () => {
diff --git a/apps/realtime/src/access-revalidation.ts b/apps/realtime/src/access-revalidation.ts
index 93edaae9a0b..8e0ca514812 100644
--- a/apps/realtime/src/access-revalidation.ts
+++ b/apps/realtime/src/access-revalidation.ts
@@ -1,10 +1,22 @@
 import { createLogger } from '@sim/logger'
+import { ROOM_MEMBERSHIP_ACTIONS, satisfiesRoomMembership } from '@sim/platform-authz/room-policy'
 import type { AccessRevokedBroadcast } from '@sim/realtime-protocol/events'
-import { parseRoomName, ROOM_TYPES } from '@sim/realtime-protocol/rooms'
+import {
+  parseRoomName,
+  ROOM_TYPES,
+  type RoomRef,
+  type RoomType,
+  roomName,
+} from '@sim/realtime-protocol/rooms'
 import { sleep } from '@sim/utils/helpers'
+import {
+  evictSocketFromRoom,
+  runRoomEvictionHandler,
+  setEvictionCleanupSink,
+} from '@/handlers/room-eviction'
 import type { AuthenticatedSocket } from '@/middleware/auth'
-import { ROLE_REVALIDATION_TTL_MS, resolveCurrentWorkflowRole } from '@/middleware/permissions'
-import { type IRoomManager, workflowRoom as wf } from '@/rooms'
+import { ROLE_REVALIDATION_TTL_MS, resolveCurrentRoomPermission } from '@/middleware/permissions'
+import type { IRoomManager } from '@/rooms'
 
 const logger = createLogger('AccessRevalidation')
 
@@ -21,14 +33,30 @@ const logger = createLogger('AccessRevalidation')
 export const ACCESS_REVALIDATION_SWEEP_INTERVAL_MS = ROLE_REVALIDATION_TTL_MS
 
 /**
- * Non-null fallback consumed by {@link resolveCurrentWorkflowRole} only on a
- * transient DB failure with a cold cache, where returning a non-null role
- * (never eviction) is the safe outcome during an outage. The scan deliberately
- * does not read presence for a per-socket join-time role: that would put a
- * Redis dependency inside the security-critical scan lane, and the fallback's
- * only job is to be non-null.
+ * Fallback consumed by {@link resolveCurrentRoomPermission} only on a transient DB
+ * failure with a cold cache, where resolving to a permission that KEEPS the socket
+ * (never eviction) is the safe outcome during an outage. It is the room's own
+ * membership level, so it satisfies that room's requirement exactly — a static
+ * `'read'` would have evicted every file-doc socket (which needs `write`) on a cold
+ * cache blip. The scan deliberately does not read presence for a per-socket
+ * join-time role: that would put a Redis dependency inside the security-critical
+ * scan lane, and the fallback's only job is to be permissive.
  */
-const FALLBACK_ROLE = 'read'
+function fallbackRoleFor(type: RoomType): string {
+  return ROOM_MEMBERSHIP_ACTIONS[type]
+}
+
+/**
+ * Room types whose membership is mirrored in the room manager's (Redis) presence
+ * state, and therefore need a presence removal + rebroadcast after an eviction.
+ * The workspace-files / workspace-tables invalidation rooms carry no presence at
+ * all, and a file-doc room's roster is pod-local in-memory state reconciled by its
+ * registered eviction handler — neither has anything for the cleanup lane to do.
+ */
+const PRESENCE_ROOM_TYPES: ReadonlySet<RoomType> = new Set<RoomType>([
+  ROOM_TYPES.WORKFLOW,
+  ROOM_TYPES.TABLE,
+])
 
 /**
  * Upper bound on a single socket's authorization check inside the scan. A DB
@@ -57,36 +85,39 @@ export interface AccessRevalidationSweep {
 }
 
 interface ScanTarget {
-  workflowId: string
+  room: RoomRef
+  /** The Socket.IO room name — the key the socket actually holds. */
+  name: string
   socket: AuthenticatedSocket
   userId: string
 }
 
 /**
- * Collects this pod's authenticated sockets with the workflow room each has
+ * Collects this pod's authenticated sockets paired with EVERY room each has
  * joined, in stable socket order.
  *
  * Rooms are derived from the socket's own `rooms` set (pod-local, no Redis
  * round-trips). A socket may occupy several rooms of different types at once
- * (workflow canvas, workspace-files browser, table, file-doc), all on the same
- * io — so each name is decoded with {@link parseRoomName} and only **workflow**
- * rooms are swept here. Non-workflow room names are namespaced (`type:id`) and
- * resolve to a non-workflow type; sweeping them as workflow ids would resolve a
- * bogus permission, come back `null`, and spuriously evict the socket from its
- * files/table room every pass. Only local sockets are evaluated — sockets are
- * sticky to a pod, so every socket is swept by exactly one pod using that pod's
- * warm role cache (mirroring the per-pod reasoning of the write-path cache).
+ * (workflow canvas, workspace-files browser, table, file-doc), all on the same io
+ * — so each name is decoded with {@link parseRoomName} and swept as its own type.
+ * Decoding (rather than assuming workflow) is what makes this safe: a namespaced
+ * `type:id` name resolves to the right resource, so it is authorized against that
+ * resource's workspace instead of resolving a bogus workflow permission.
+ *
+ * Only local sockets are evaluated — sockets are sticky to a pod, so every socket
+ * is swept by exactly one pod using that pod's warm role cache (mirroring the
+ * per-pod reasoning of the write-path cache).
  */
 function collectScanTargets(io: IRoomManager['io']): ScanTarget[] {
   const targets: ScanTarget[] = []
   for (const socket of io.sockets.sockets.values()) {
     const authed = socket as AuthenticatedSocket
     if (!authed.userId) continue
-    for (const room of socket.rooms) {
-      if (room === socket.id) continue
-      const ref = parseRoomName(room)
-      if (ref?.type !== ROOM_TYPES.WORKFLOW) continue
-      targets.push({ workflowId: ref.id, socket: authed, userId: authed.userId })
+    for (const name of socket.rooms) {
+      if (name === socket.id) continue
+      const ref = parseRoomName(name)
+      if (!ref) continue
+      targets.push({ room: ref, name, socket: authed, userId: authed.userId })
     }
   }
   return targets
@@ -94,14 +125,19 @@ function collectScanTargets(io: IRoomManager['io']): ScanTarget[] {
 
 /**
  * Starts a per-pod loop that re-validates every connected socket's workspace
- * role and evicts sockets whose access has been revoked, closing the read-side
- * gap left by the join-only access check.
+ * permission — for EVERY room type it occupies — and evicts sockets whose access
+ * no longer satisfies the room, closing the gap left by the join-only access
+ * check. Without it, a member removed or downgraded mid-session keeps live
+ * collaborative access (including durable document writes) for the whole lifetime
+ * of an already-open socket.
  *
- * Blip-safety: eviction fires *only* when {@link resolveCurrentWorkflowRole}
- * returns `null`, which happens solely for a successful DB "no access" result or
- * a previously-recorded revocation reused across a failure. A transient DB error
- * against a still-authorized (or freshly-joined) user resolves to the last-known
- * or fallback role, so a database blip never evicts anyone.
+ * Blip-safety: eviction fires *only* when {@link resolveCurrentRoomPermission}
+ * resolves to a permission that does not satisfy the room's membership level,
+ * which happens solely for a successful DB result (no access, or a level below
+ * the room's requirement) or a previously-recorded revocation reused across a
+ * failure. A transient DB error against a still-authorized (or freshly-joined)
+ * user resolves to the last-known or the room's own fallback level, so a database
+ * blip never evicts anyone.
  *
  * Liveness: the loop runs as two independently-guarded lanes. The security scan
  * (local sockets + DB role checks + emit/leave) touches no Redis at all; the
@@ -118,7 +154,7 @@ export function startAccessRevalidationSweep(roomManager: IRoomManager): AccessR
   let scanRunning = false
   let cleanupRunning = false
   /**
-   * Round-robin cursor: the `${socketId}:${workflowId}` key of the last target
+   * Round-robin cursor: the `${socketId}:${roomName}` key of the last target
    * the previous pass processed. Each pass resumes after it, so a fixed prefix
    * of hanging authorization checks can never starve the sockets behind it —
    * every target is examined within a bounded number of passes.
@@ -126,16 +162,17 @@ export function startAccessRevalidationSweep(roomManager: IRoomManager): AccessR
   let scanCursorKey: string | null = null
 
   /**
-   * Room-state cleanups owed for evicted sockets, keyed
-   * `${socketId}:${workflowId}`. Every eviction enqueues here (the evicted
-   * socket has already left the Socket.IO room, so membership scans will never
-   * see it again); the cleanup lane drains the queue until each removal is
-   * confirmed, so remaining collaborators do not keep a stale presence entry.
+   * Presence cleanups owed for evicted sockets, keyed `${socketId}:${roomName}`.
+   * Every eviction from a presence-backed room enqueues here (the evicted socket
+   * has already left the Socket.IO room, so membership scans will never see it
+   * again); the cleanup lane drains the queue until each removal is confirmed, so
+   * remaining collaborators do not keep a stale presence entry.
    */
-  const pendingCleanups = new Map<string, { socketId: string; workflowId: string }>()
+  const pendingCleanups = new Map<string, { socketId: string; room: RoomRef }>()
 
-  async function cleanupEvictedSocket(socketId: string, workflowId: string): Promise<void> {
-    const key = `${socketId}:${workflowId}`
+  async function cleanupEvictedSocket(socketId: string, room: RoomRef): Promise<void> {
+    const name = roomName(room)
+    const key = `${socketId}:${name}`
     try {
       // A fully-disconnected socket already had its presence removed by the
       // disconnect handler (removeSocketFromAllRooms), so there is nothing left to
@@ -148,13 +185,15 @@ export function startAccessRevalidationSweep(roomManager: IRoomManager): AccessR
       }
 
       // Unlike removeUserFromRoom, this read does not swallow transport errors,
-      // so a Redis outage lands in the catch below and defers the cleanup.
-      const currentRoom = await roomManager.getRoomForSocket(socketId, ROOM_TYPES.WORKFLOW)
-      const currentWorkflowId = currentRoom?.id ?? null
-      if (currentWorkflowId !== null && currentWorkflowId !== workflowId) {
-        // The socket has since moved to a different workflow it can still
-        // access; that join's room switch already removed this room's presence
-        // entry, so there is nothing stale left to clean here.
+      // so a Redis outage lands in the catch below and defers the cleanup. The
+      // lookup is per room TYPE (a socket holds at most one room of each), so a
+      // socket that also sits in an unrelated room type is unaffected.
+      const currentRoom = await roomManager.getRoomForSocket(socketId, room.type)
+      const currentRoomId = currentRoom?.id ?? null
+      if (currentRoomId !== null && currentRoomId !== room.id) {
+        // The socket has since moved to a different room of this type that it can
+        // still access; that join's room switch already removed this room's
+        // presence entry, so there is nothing stale left to clean here.
         pendingCleanups.delete(key)
         return
       }
@@ -162,7 +201,7 @@ export function startAccessRevalidationSweep(roomManager: IRoomManager): AccessR
       // Synchronous re-join guard with no awaits before the removal: if the
       // socket legitimately re-joined this room after the eviction (access
       // restored), that join re-added its presence — removal would erase it.
-      if (io.sockets.sockets.get(socketId)?.rooms.has(workflowId)) {
+      if (io.sockets.sockets.get(socketId)?.rooms.has(name)) {
         pendingCleanups.delete(key)
         return
       }
@@ -170,7 +209,7 @@ export function startAccessRevalidationSweep(roomManager: IRoomManager): AccessR
       // A null mapping here is the normal case (the socket's mapping key may have
       // expired) and does NOT mean "skip" — the eviction still removes the presence
       // entry from the known target room via the explicit ref below.
-      const removed = await roomManager.removeUserFromRoom(wf(workflowId), socketId)
+      const removed = await roomManager.removeUserFromRoom(room, socketId)
       if (!removed) {
         // `false` conflates two outcomes: the entry was already gone (a no-op), or a
         // transport error the manager swallowed. Only retry when the socket is still mapped
@@ -179,27 +218,27 @@ export function startAccessRevalidationSweep(roomManager: IRoomManager): AccessR
         // the presence entry is already gone, so the cleanup is complete: dropping it avoids
         // re-enqueuing a still-connected socket forever. (A real Redis outage throws at
         // getRoomForSocket and is deferred by the outer catch, never reaching here.)
-        if (currentWorkflowId === workflowId) {
+        if (currentRoomId === room.id) {
           throw new Error('room-state removal not confirmed')
         }
         pendingCleanups.delete(key)
         return
       }
 
-      await roomManager.broadcastPresenceUpdate(wf(workflowId))
+      await roomManager.broadcastPresenceUpdate(room)
       pendingCleanups.delete(key)
     } catch (error) {
-      pendingCleanups.set(key, { socketId, workflowId })
+      pendingCleanups.set(key, { socketId, room })
       logger.warn(
-        `Room-state cleanup failed for evicted socket ${socketId} on ${workflowId}; will retry next sweep`,
+        `Room-state cleanup failed for evicted socket ${socketId} on ${name}; will retry next sweep`,
         error
       )
     }
   }
 
   async function drainPendingCleanups(): Promise<void> {
-    for (const [, { socketId, workflowId }] of pendingCleanups) {
-      await cleanupEvictedSocket(socketId, workflowId)
+    for (const [, { socketId, room }] of pendingCleanups) {
+      await cleanupEvictedSocket(socketId, room)
     }
   }
 
@@ -220,23 +259,39 @@ export function startAccessRevalidationSweep(roomManager: IRoomManager): AccessR
       })
   }
 
-  function revokeSocket(socket: AuthenticatedSocket, workflowId: string): void {
+  // Handler-initiated evictions (the per-frame gates) hand failed presence cleanups
+  // here: they have already left the Socket.IO room, so the scan can no longer
+  // rediscover them, and this lane is the only thing that retries.
+  setEvictionCleanupSink((socketId, room) => {
+    pendingCleanups.set(`${socketId}:${roomName(room)}`, { socketId, room })
+    launchCleanups()
+  })
+
+  function revokeSocket(socket: AuthenticatedSocket, room: RoomRef, name: string): void {
     // Security-critical, pod-local, and synchronous: stop this socket receiving
-    // room broadcasts immediately. Room-state cleanup is only enqueued here —
-    // the cleanup lane performs the Redis work, so eviction never blocks on it.
-    const payload: AccessRevokedBroadcast = {
-      workflowId,
-      message: 'Your access to this workflow has been revoked',
-      timestamp: Date.now(),
+    // room broadcasts immediately, and drop the handler-local state that would
+    // otherwise still accept its frames (a file-doc socket's room binding is what
+    // gates its document writes). Redis presence cleanup is only ENQUEUED here —
+    // the cleanup lane performs that work, so eviction never blocks on it.
+    if (room.type === ROOM_TYPES.WORKFLOW) {
+      // Workflow keeps its historical wire event and payload shape, which existing
+      // clients key off `workflowId`; every other type shares the generic path.
+      const payload: AccessRevokedBroadcast = {
+        workflowId: room.id,
+        message: 'Your access to this workflow has been revoked',
+        timestamp: Date.now(),
+      }
+      socket.emit('access-revoked', payload)
+      socket.leave(name)
+      runRoomEvictionHandler(socket.id, room, io)
+      logger.info(`Revoked live access for user ${socket.userId} on ${name} (socket ${socket.id})`)
+    } else {
+      evictSocketFromRoom(socket, room, 'Your access to this resource has been revoked', io)
     }
-    socket.emit('access-revoked', payload)
-    socket.leave(workflowId)
 
-    logger.info(
-      `Revoked live access for user ${socket.userId} on workflow ${workflowId} (socket ${socket.id})`
-    )
-
-    pendingCleanups.set(`${socket.id}:${workflowId}`, { socketId: socket.id, workflowId })
+    if (PRESENCE_ROOM_TYPES.has(room.type)) {
+      pendingCleanups.set(`${socket.id}:${name}`, { socketId: socket.id, room })
+    }
   }
 
   async function scanMemberships(): Promise<void> {
@@ -246,7 +301,7 @@ export function startAccessRevalidationSweep(roomManager: IRoomManager): AccessR
     let startIndex = 0
     if (scanCursorKey !== null) {
       const cursorIndex = targets.findIndex(
-        ({ socket, workflowId }) => `${socket.id}:${workflowId}` === scanCursorKey
+        ({ socket, name }) => `${socket.id}:${name}` === scanCursorKey
       )
       if (cursorIndex !== -1) {
         startIndex = (cursorIndex + 1) % targets.length
@@ -256,7 +311,7 @@ export function startAccessRevalidationSweep(roomManager: IRoomManager): AccessR
     const deadline = Date.now() + SCAN_PASS_BUDGET_MS
 
     for (let offset = 0; offset < targets.length; offset++) {
-      const { workflowId, socket, userId } = targets[(startIndex + offset) % targets.length]
+      const { room, name, socket, userId } = targets[(startIndex + offset) % targets.length]
 
       const remainingBudget = deadline - Date.now()
       if (remainingBudget <= 0) {
@@ -272,25 +327,30 @@ export function startAccessRevalidationSweep(roomManager: IRoomManager): AccessR
         // resolution keeps running in the background and is re-raced when the
         // rotation returns to this socket, so it is acted on once it settles.
         const role = await Promise.race([
-          resolveCurrentWorkflowRole(userId, workflowId, FALLBACK_ROLE),
+          resolveCurrentRoomPermission(userId, room, fallbackRoleFor(room.type)),
           sleep(Math.min(SCAN_SOCKET_TIMEOUT_MS, remainingBudget)).then(() => SCAN_TIMED_OUT),
         ])
-        if (role === SCAN_TIMED_OUT) {
+        // {@link SCAN_TIMED_OUT} is the only symbol this race can yield; matching on
+        // the type narrows it out of the permission comparison below.
+        if (typeof role === 'symbol') {
           logger.warn(
-            `Authorization check timed out for user ${userId} on workflow ${workflowId}; skipping this pass`
+            `Authorization check timed out for user ${userId} on ${name}; skipping this pass`
           )
-        } else if (role === null) {
-          revokeSocket(socket, workflowId)
+        } else if (!satisfiesRoomMembership(role, room.type)) {
+          // Covers both revocation (`null`) and downgrade below the level this room
+          // requires — a member dropped to `read` may keep a table room but not the
+          // collaborative document editor, exactly as at join time.
+          revokeSocket(socket, room, name)
         }
       } catch (error) {
-        // Never evict on an unexpected error — only a definitive `null` role
+        // Never evict on an unexpected error — only a definitive resolved permission
         // evicts, so a failure here leaves the socket's access intact.
         logger.warn(
-          `Access re-validation failed for user ${userId} on workflow ${workflowId}; leaving membership intact`,
+          `Access re-validation failed for user ${userId} on ${name}; leaving membership intact`,
           error
         )
       } finally {
-        scanCursorKey = `${socket.id}:${workflowId}`
+        scanCursorKey = `${socket.id}:${name}`
       }
     }
   }
@@ -332,7 +392,10 @@ export function startAccessRevalidationSweep(roomManager: IRoomManager): AccessR
   )
 
   return {
-    stop: () => clearInterval(timer),
+    stop: () => {
+      clearInterval(timer)
+      setEvictionCleanupSink(null)
+    },
     runOnce,
   }
 }
diff --git a/apps/realtime/src/handlers/file-doc.test.ts b/apps/realtime/src/handlers/file-doc.test.ts
index d56952bc619..938092d4484 100644
--- a/apps/realtime/src/handlers/file-doc.test.ts
+++ b/apps/realtime/src/handlers/file-doc.test.ts
@@ -6,6 +6,8 @@ import {
   FILE_DOC_MESSAGE_TYPE,
   FILE_DOC_SEED,
 } from '@sim/realtime-protocol/file-doc'
+import { ROOM_TYPES } from '@sim/realtime-protocol/rooms'
+import { sleep } from '@sim/utils/helpers'
 import * as decoding from 'lib0/decoding'
 import * as encoding from 'lib0/encoding'
 import { afterEach, beforeEach, describe, expect, it, vi } from 'vitest'
@@ -38,6 +40,7 @@ import {
   flushAllFileDocRooms,
   setupWorkspaceFileDocHandlers,
 } from '@/handlers/file-doc'
+import { beginRoomPermissionRead, commitRoomPermission } from '@/middleware/permissions'
 
 type Handler = (payload?: unknown) => Promise<void> | void
 
@@ -244,6 +247,72 @@ describe('setupWorkspaceFileDocHandlers', () => {
     expect(mockAuthorizeRoom).not.toHaveBeenCalled()
   })
 
+  it('does not re-enter the room when access was revoked while the join was in flight', async () => {
+    // The sweep records a revocation before it evicts, so a join whose authorize
+    // completed just before that must not put the socket back in the document.
+    const { io } = createIo()
+    const { socket, handlers } = setup('socket-race', io, { userId: 'user-race' })
+
+    mockAuthorizeRoom.mockImplementation(async () => {
+      // Simulate the revocation landing between this join's authorize and its commit,
+      // exactly as the sweep would record it.
+      commitRoomPermission(
+        'user-race',
+        { type: ROOM_TYPES.WORKSPACE_FILE_DOC, id: 'file-1' },
+        null,
+        beginRoomPermissionRead()
+      )
+      return { allowed: true, status: 200, workspaceId: 'ws-1', workspacePermission: 'write' }
+    })
+
+    await handlers[FILE_DOC_EVENTS.JOIN]({ fileId: 'file-1', clientId: 1 })
+    await flushMicrotasks()
+
+    expect(socket.emit).toHaveBeenCalledWith(
+      FILE_DOC_EVENTS.JOIN_ERROR,
+      expect.objectContaining({ code: 'ACCESS_DENIED', retryable: false })
+    )
+    expect(socket.join).not.toHaveBeenCalled()
+    expect(joinSuccessFileId(socket)).toBeUndefined()
+  })
+
+  it('re-reads access when the cached decision expired mid-join, instead of failing open', async () => {
+    // A join stalled longer than the cache TTL: the sweep's denial is recorded with a
+    // later read ticket (so this join's own allow is correctly dropped) but has since
+    // expired. Peeking the cache would read that as "unknown" and let the socket back
+    // into the document, so the join must re-resolve against the database.
+    vi.useFakeTimers()
+    try {
+      const room = { type: ROOM_TYPES.WORKSPACE_FILE_DOC, id: 'file-stale' }
+      const { io } = createIo()
+      const { socket, handlers } = setup('socket-stale', io, { userId: 'user-stale' })
+
+      mockAuthorizeRoom.mockImplementation(async ({ action }: { action: string }) => {
+        // The authoritative current answer: access is gone.
+        if (action !== 'write')
+          return { allowed: false, status: 403, workspaceId: 'ws-1', workspacePermission: null }
+        // This join's own authorize saw the pre-revocation state, and the sweep records
+        // the revocation (later read ticket) while it is still in flight.
+        commitRoomPermission('user-stale', room, null, beginRoomPermissionRead())
+        await sleep(31_000)
+        return { allowed: true, status: 200, workspaceId: 'ws-1', workspacePermission: 'write' }
+      })
+
+      const joining = handlers[FILE_DOC_EVENTS.JOIN]({ fileId: 'file-stale', clientId: 1 })
+      await vi.advanceTimersByTimeAsync(31_000)
+      await joining
+
+      expect(socket.emit).toHaveBeenCalledWith(
+        FILE_DOC_EVENTS.JOIN_ERROR,
+        expect.objectContaining({ code: 'ACCESS_DENIED', retryable: false })
+      )
+      expect(socket.join).not.toHaveBeenCalled()
+      expect(joinSuccessFileId(socket)).toBeUndefined()
+    } finally {
+      vi.useRealTimers()
+    }
+  })
+
   it('requires write permission and reports 404 as NOT_FOUND', async () => {
     mockAuthorizeRoom.mockResolvedValue({ allowed: false, status: 404, workspacePermission: null })
     const { io } = createIo()
@@ -299,6 +368,87 @@ describe('setupWorkspaceFileDocHandlers', () => {
     expect(mockFetchFileDocPersist).toHaveBeenCalled()
   })
 
+  it('drops document frames and evicts once the editor loses write access mid-session', async () => {
+    // The join-time check is not a standing right: a collaborator downgraded to `read`
+    // (or removed) must stop landing durable edits on the socket they already hold.
+    // A distinct user/file so the recorded revocation — written under fake timers, so it
+    // outlives this test in real time — cannot leak into siblings through the
+    // module-global role cache.
+    vi.useFakeTimers()
+    try {
+      mockFetchFileDocSeed.mockResolvedValue(seedResult('# From server'))
+      const { io, sent } = createIo()
+      const { socket, handlers } = setup('socket-revoked', io, { userId: 'user-revoked' })
+      await handlers[FILE_DOC_EVENTS.JOIN]({ fileId: 'file-revoked', clientId: 1 })
+      await vi.advanceTimersByTimeAsync(0)
+
+      // Access is downgraded to read-only, and the cached join-time decision expires.
+      mockAuthorizeRoom.mockResolvedValue({
+        allowed: false,
+        status: 403,
+        workspaceId: 'ws-1',
+        workspacePermission: 'read',
+      })
+      await vi.advanceTimersByTimeAsync(31_000)
+
+      const edit = new Y.Doc()
+      edit.getText(FILE_DOC_FIELD).insert(0, 'edit after revocation')
+      const editFrame = () =>
+        handlers[FILE_DOC_EVENTS.MESSAGE](
+          frame(FILE_DOC_MESSAGE_TYPE.SYNC, (e) =>
+            syncProtocol.writeUpdate(e, Y.encodeStateAsUpdate(edit))
+          )
+        )
+
+      // The first frame after expiry finds nothing cached, so it is accepted and kicks
+      // off the authoritative re-read (never a synchronous DB wait on the relay path).
+      editFrame()
+      await vi.advanceTimersByTimeAsync(0)
+
+      // The next frame is gated on the now-authoritative denial: dropped, and the socket
+      // is evicted rather than left holding the room.
+      editFrame()
+      await vi.advanceTimersByTimeAsync(0)
+
+      expect(socket.emit).toHaveBeenCalledWith(
+        'room-access-revoked',
+        expect.objectContaining({ room: { type: 'workspace-file-doc', id: 'file-revoked' } })
+      )
+      expect(socket.leave).toHaveBeenCalledWith('workspace-file-doc:file-revoked')
+
+      // The binding is gone, so every later frame is inert — nothing is applied and
+      // nothing reaches the room.
+      const sentAfterEviction = sent.length
+      const emitsAfterEviction = socket.emit.mock.calls.length
+      editFrame()
+      await vi.advanceTimersByTimeAsync(0)
+      expect(sent.length).toBe(sentAfterEviction)
+      expect(socket.emit.mock.calls.length).toBe(emitsAfterEviction)
+    } finally {
+      vi.useRealTimers()
+    }
+  })
+
+  it('keeps relaying document frames while the cached permission still allows writing', async () => {
+    const { io, sent } = createIo()
+    const { socket, handlers } = setup('socket-1', io)
+    await handlers[FILE_DOC_EVENTS.JOIN]({ fileId: 'file-1', clientId: 1 })
+    await flushMicrotasks()
+
+    const before = sent.length
+    const edit = new Y.Doc()
+    edit.getText(FILE_DOC_FIELD).insert(0, 'still allowed')
+    handlers[FILE_DOC_EVENTS.MESSAGE](
+      frame(FILE_DOC_MESSAGE_TYPE.SYNC, (e) =>
+        syncProtocol.writeUpdate(e, Y.encodeStateAsUpdate(edit))
+      )
+    )
+    await flushMicrotasks()
+
+    expect(sent.slice(before).length).toBeGreaterThan(0)
+    expect(socket.emit).not.toHaveBeenCalledWith('room-access-revoked', expect.anything())
+  })
+
   it('applies + fans out an agent-streamed frame (SYNC_NO_PERSIST) but never persists it', async () => {
     mockFetchFileDocSeed.mockResolvedValue(seedResult('# From server'))
     const { io, sent } = createIo()
diff --git a/apps/realtime/src/handlers/file-doc.ts b/apps/realtime/src/handlers/file-doc.ts
index a3d761bb40f..a0152fd85f6 100644
--- a/apps/realtime/src/handlers/file-doc.ts
+++ b/apps/realtime/src/handlers/file-doc.ts
@@ -24,6 +24,7 @@
  * @module
  */
 import { createLogger } from '@sim/logger'
+import { ROOM_MEMBERSHIP_ACTIONS, satisfiesRoomMembership } from '@sim/platform-authz/room-policy'
 import {
   FILE_DOC_EVENTS,
   FILE_DOC_MESSAGE_TYPE,
@@ -51,8 +52,10 @@ import {
   REDIS_ORIGIN,
   REDIS_SNAPSHOT_ORIGIN,
 } from '@/handlers/file-doc-store'
+import { evictSocketFromRoom, registerRoomEvictionHandler } from '@/handlers/room-eviction'
 import { resolveRoomJoinAuth } from '@/handlers/room-join-auth'
 import type { AuthenticatedSocket } from '@/middleware/auth'
+import { peekRoomPermission, resolveCurrentRoomPermission } from '@/middleware/permissions'
 import type { IRoomManager } from '@/rooms'
 
 const logger = createLogger('FileDocHandlers')
@@ -837,11 +840,73 @@ function emitJoinError(
   })
 }
 
-function handleMessage(socket: AuthenticatedSocket, data: unknown) {
+/**
+ * The permission occupying a file-doc room requires — `write`, since the room IS
+ * the collaborative editor. Sourced from the shared map so the join check, the
+ * per-frame gate below, and the re-validation sweep can never drift apart.
+ */
+const FILE_DOC_ACTION = ROOM_MEMBERSHIP_ACTIONS[ROOM_TYPES.WORKSPACE_FILE_DOC]
+
+/**
+ * Per-frame authorization for a socket's inbound document/awareness frames.
+ *
+ * Room membership alone is NOT a standing right to write: a collaborator removed
+ * from the workspace — or downgraded to `read` — must stop landing durable edits on
+ * an already-open socket, without waiting for the next re-validation sweep. This is
+ * the synchronous half of that enforcement; the sweep is the asynchronous half.
+ *
+ * Reads the shared role cache without awaiting, because this sits on the Yjs relay
+ * hot path (one call per keystroke-sized frame). Three outcomes:
+ *  - fresh cached permission that satisfies `write` → accept.
+ *  - fresh cached permission that does NOT → drop the frame and evict immediately.
+ *  - nothing fresh cached (TTL lapsed) → accept this frame and kick off a background
+ *    refresh, so the very next frames are gated on an authoritative read. Accepting
+ *    is correct rather than lax: the entry was authoritative when written and every
+ *    join records one, so the exposure is bounded by the same TTL the workflow
+ *    write-path has always had, and the sweep evicts independently.
+ */
+function isFileDocWriteAllowed(socket: AuthenticatedSocket, io: Server, name: string): boolean {
+  const userId = socket.userId
+  const fileId = fileDocRooms.get(name)?.fileId
+  if (!userId || !fileId) return false
+
+  const room = fileDocRoom(fileId)
+  const cached = peekRoomPermission(userId, room)
+  if (cached === undefined) {
+    // Single-flighted, so a burst of frames triggers at most one query.
+    void resolveCurrentRoomPermission(userId, room, FILE_DOC_ACTION).catch(() => {})
+    return true
+  }
+  if (satisfiesRoomMembership(cached, ROOM_TYPES.WORKSPACE_FILE_DOC)) return true
+
+  logger.warn(
+    `Dropping file-doc frame from user ${userId} whose access to file ${fileId} no longer permits writing`
+  )
+  // Evicting (not just dropping the frame) is what makes this stick: the registered
+  // eviction handler clears `socketToRoomName`, and every inbound frame is gated on
+  // that binding — so the socket cannot apply another document update even if it
+  // keeps sending them.
+  evictSocketFromRoom(socket, room, 'Your access to this document has been revoked', io)
+  return false
+}
+
+/**
+ * Reconciles this handler's pod-local state when the access re-validation sweep
+ * evicts a socket from a file-doc room (the sweep has already emitted the
+ * revocation and left the Socket.IO room). Scoped to the evicted room so a socket
+ * that has since switched documents keeps the one it legitimately holds.
+ */
+registerRoomEvictionHandler(ROOM_TYPES.WORKSPACE_FILE_DOC, (socketId, room, io) => {
+  if (socketToRoomName.get(socketId) !== roomName(room)) return
+  cleanupFileDocForSocket(socketId, io)
+})
+
+function handleMessage(socket: AuthenticatedSocket, io: Server, data: unknown) {
   const name = socketToRoomName.get(socket.id)
   if (!name) return
   const room = fileDocRooms.get(name)
   if (!room) return
+  if (!isFileDocWriteAllowed(socket, io, name)) return
 
   const bytes = toFileDocBytes(data)
   if (!bytes) return
@@ -1009,7 +1074,7 @@ export function setupWorkspaceFileDocHandlers(
       const authorized = await resolveRoomJoinAuth({
         userId,
         room,
-        action: 'write',
+        action: FILE_DOC_ACTION,
         logger,
         logLabel: `file-doc room for ${userId}`,
         messages: {
@@ -1026,9 +1091,25 @@ export function setupWorkspaceFileDocHandlers(
       // awareness). Resolved here so the generation guard below also covers this await.
       const avatarUrl = await resolveAvatarUrl(socket, userId)
 
+      // Re-check access immediately before registering, mirroring the workflow join: the
+      // access re-validation sweep records a revocation BEFORE it evicts, so a join that
+      // authorized just before the revocation must not complete afterwards and re-bind
+      // the socket to the document. This RE-RESOLVES rather than peeking the cache — a
+      // peek treats an expired entry as unknown and fails open, which a join stalled
+      // longer than the cache TTL would slip straight through. Normally a cache hit (this
+      // join's own authorize just warmed it), so it costs no extra query.
+      const currentPermission = await resolveCurrentRoomPermission(userId, room, FILE_DOC_ACTION)
+      if (!satisfiesRoomMembership(currentPermission, ROOM_TYPES.WORKSPACE_FILE_DOC)) {
+        logger.warn(`User ${userId} lost write access to file ${fileId} before the join completed`)
+        emitJoinError(socket, fileId, 'Access denied to file', 'ACCESS_DENIED', false)
+        return
+      }
+
       // Abort a JOIN superseded during authorization/identity resolution: the socket
       // disconnected, or a newer JOIN (a document switch) bumped the generation. Registering
       // here would leak a dead socket's room or bind the socket to the wrong document.
+      // Last await before the commit, so nothing can interleave between the access
+      // re-check above and the registration below.
       if (socket.disconnected || joinGeneration.get(socket.id) !== generation) return
 
       const entry = getOrCreateRoom(io, room)
@@ -1148,7 +1229,7 @@ export function setupWorkspaceFileDocHandlers(
     }
   })
 
-  socket.on(FILE_DOC_EVENTS.MESSAGE, (data: unknown) => handleMessage(socket, data))
+  socket.on(FILE_DOC_EVENTS.MESSAGE, (data: unknown) => handleMessage(socket, io, data))
 
   socket.on(FILE_DOC_EVENTS.LEAVE, (payload?: LeaveFileDocPayload) => {
     try {
diff --git a/apps/realtime/src/handlers/room-eviction.ts b/apps/realtime/src/handlers/room-eviction.ts
new file mode 100644
index 00000000000..2a417489b64
--- /dev/null
+++ b/apps/realtime/src/handlers/room-eviction.ts
@@ -0,0 +1,107 @@
+import { createLogger } from '@sim/logger'
+import {
+  ROOM_ACCESS_REVOKED_EVENT,
+  type RoomAccessRevokedBroadcast,
+} from '@sim/realtime-protocol/events'
+import { type RoomRef, type RoomType, roomName } from '@sim/realtime-protocol/rooms'
+import type { Server } from 'socket.io'
+import type { AuthenticatedSocket } from '@/middleware/auth'
+
+const logger = createLogger('RoomEviction')
+
+/**
+ * Drops whatever pod-local state a handler keeps for a socket in one of its rooms.
+ * Called after the socket has already been removed from the Socket.IO room, so it
+ * only has to reconcile the handler's own bookkeeping.
+ */
+export type RoomEvictionHandler = (socketId: string, room: RoomRef, io: Server) => void
+
+const handlers = new Map<RoomType, RoomEvictionHandler>()
+
+/**
+ * Registers a room type's local-state cleanup for involuntary eviction (the access
+ * re-validation sweep, or a per-frame gate that catches a revocation first).
+ *
+ * A registry rather than a direct import so the security-critical sweep stays
+ * domain-neutral: it never has to know that a file-doc room keeps an in-memory
+ * Y.Doc + ownership map while a table room keeps Redis presence. Handlers register
+ * at module load, which every handler module does at bootstrap.
+ */
+export function registerRoomEvictionHandler(type: RoomType, handler: RoomEvictionHandler): void {
+  handlers.set(type, handler)
+}
+
+/**
+ * Runs the registered cleanup for an evicted socket, if the room type has one.
+ * Never throws — an eviction has already taken effect (the socket left the room)
+ * by the time this runs, so a failing cleanup must not unwind it.
+ */
+export function runRoomEvictionHandler(socketId: string, room: RoomRef, io: Server): void {
+  const handler = handlers.get(room.type)
+  if (!handler) return
+  try {
+    handler(socketId, room, io)
+  } catch (error) {
+    logger.warn(`Room eviction cleanup failed for socket ${socketId} on ${room.type}`, error)
+  }
+}
+
+/** Enqueues a presence cleanup owed for an evicted socket. */
+type EvictionCleanupSink = (socketId: string, room: RoomRef) => void
+
+let evictionCleanupSink: EvictionCleanupSink | null = null
+
+/**
+ * Registers the retrying presence-cleanup lane (owned by the access-revalidation
+ * sweep) that handler-initiated evictions hand failed cleanups to.
+ *
+ * An eviction removes the socket from the Socket.IO room synchronously, which is
+ * also how the sweep discovers work — so once a handler evicts, the sweep can no
+ * longer find that (socket, room) pair to retry a Redis removal that failed. This
+ * sink is the handoff that keeps the sweep's retry semantics (re-join guard,
+ * moved-room guard, no infinite retry) as the single implementation instead of a
+ * second, subtly different retry loop per handler. Unset outside a running sweep,
+ * where {@link requestEvictionCleanup} is a no-op.
+ */
+export function setEvictionCleanupSink(sink: EvictionCleanupSink | null): void {
+  evictionCleanupSink = sink
+}
+
+/**
+ * Asks the sweep's cleanup lane to (re)try presence removal for a socket already
+ * evicted from `room`. Call only when the immediate best-effort removal failed —
+ * the happy path stays immediate so peers see the departure without waiting for a
+ * sweep tick.
+ */
+export function requestEvictionCleanup(socketId: string, room: RoomRef): void {
+  evictionCleanupSink?.(socketId, room)
+}
+
+/**
+ * Evicts one socket from one non-workflow room after a confirmed loss of access:
+ * tell the client, stop it receiving room broadcasts, and drop the handler-local
+ * state that would otherwise still accept its frames.
+ *
+ * The single eviction path shared by both enforcement points — the periodic
+ * re-validation sweep and the per-frame gates that catch a revocation first — so
+ * they cannot diverge on what "evicted" means. Everything here is synchronous and
+ * pod-local; any Redis presence removal is the caller's own follow-up (the sweep
+ * owns a retrying cleanup lane for it).
+ *
+ * Workflow rooms keep their own `access-revoked` wire event for client
+ * compatibility and are deliberately not routed through here.
+ */
+export function evictSocketFromRoom(
+  socket: AuthenticatedSocket,
+  room: RoomRef,
+  message: string,
+  io: Server
+): void {
+  const payload: RoomAccessRevokedBroadcast = { room, message, timestamp: Date.now() }
+  socket.emit(ROOM_ACCESS_REVOKED_EVENT, payload)
+  socket.leave(roomName(room))
+  runRoomEvictionHandler(socket.id, room, io)
+  logger.info(
+    `Revoked live access for user ${socket.userId} on ${roomName(room)} (socket ${socket.id})`
+  )
+}
diff --git a/apps/realtime/src/handlers/room-join-auth.ts b/apps/realtime/src/handlers/room-join-auth.ts
index a7c2a9aa24c..f54d6a81782 100644
--- a/apps/realtime/src/handlers/room-join-auth.ts
+++ b/apps/realtime/src/handlers/room-join-auth.ts
@@ -1,6 +1,7 @@
 import type { createLogger } from '@sim/logger'
 import { authorizeRoom } from '@sim/platform-authz/rooms'
 import type { RoomRef } from '@sim/realtime-protocol/rooms'
+import { beginRoomPermissionRead, commitRoomPermission } from '@/middleware/permissions'
 
 type Authorized = Awaited<ReturnType<typeof authorizeRoom>>
 
@@ -34,6 +35,10 @@ export async function resolveRoomJoinAuth(
   const { userId, room, action, logger, logLabel, messages, emitError } = params
 
   let authorized: Authorized
+  // Taken before the query so this read is ordered against every other one: a
+  // decision from a later-started read (the access-revalidation sweep's denial)
+  // is never overwritten by this older result — see {@link commitRoomPermission}.
+  const readSeq = beginRoomPermissionRead()
   try {
     authorized = await authorizeRoom({ userId, room, action })
   } catch (error) {
@@ -42,6 +47,16 @@ export async function resolveRoomJoinAuth(
     return null
   }
 
+  // Feed the fresh authoritative read into the shared role cache that the access
+  // re-validation sweep and the per-frame write gates consult, so both start warm on
+  // the room this socket just joined — and so a re-granted user's join immediately
+  // supersedes a cached revocation instead of waiting out its TTL. A 400 (room type
+  // not authorizable here) resolved no permission at all and is deliberately not
+  // recorded. A 404 records `null`: the resource is genuinely gone.
+  if (authorized.status !== 400) {
+    commitRoomPermission(userId, room, authorized.workspacePermission, readSeq)
+  }
+
   if (!authorized.allowed) {
     emitError({
       error: authorized.status === 404 ? messages.notFound : messages.accessDenied,
diff --git a/apps/realtime/src/handlers/tables.test.ts b/apps/realtime/src/handlers/tables.test.ts
index 518c5ee376a..74310477d93 100644
--- a/apps/realtime/src/handlers/tables.test.ts
+++ b/apps/realtime/src/handlers/tables.test.ts
@@ -3,6 +3,7 @@
  */
 import { ROOM_TYPES } from '@sim/realtime-protocol/rooms'
 import { TABLE_PRESENCE_EVENTS } from '@sim/realtime-protocol/table-presence'
+import { sleep } from '@sim/utils/helpers'
 import { beforeEach, describe, expect, it, vi } from 'vitest'
 import type { IRoomManager } from '@/rooms'
 
@@ -19,7 +20,9 @@ vi.mock('@sim/platform-authz/rooms', () => ({
   authorizeRoom: mockAuthorizeRoom,
 }))
 
+import { setEvictionCleanupSink } from '@/handlers/room-eviction'
 import { setupTablesHandlers } from '@/handlers/tables'
+import { beginRoomPermissionRead, commitRoomPermission } from '@/middleware/permissions'
 
 const TABLE_ROOM = { type: ROOM_TYPES.TABLE, id: 'table-1' }
 
@@ -174,6 +177,202 @@ describe('setupTablesHandlers', () => {
     })
   })
 
+  it('does not join when access was revoked while the join was in flight', async () => {
+    // The sweep records a revocation before it evicts, so a join whose authorize
+    // completed just before that must not put the socket back in the room.
+    const { socket, handlers } = createSocket({ id: 'socket-race', userId: 'user-race' })
+    const roomManager = createRoomManager()
+    setupTablesHandlers(socket as unknown as SetupArg, roomManager)
+
+    mockAuthorizeRoom.mockImplementation(async () => {
+      commitRoomPermission(
+        'user-race',
+        { type: ROOM_TYPES.TABLE, id: 'table-race' },
+        null,
+        beginRoomPermissionRead()
+      )
+      return { allowed: true, status: 200, workspaceId: 'ws-1', workspacePermission: 'admin' }
+    })
+
+    await handlers[TABLE_PRESENCE_EVENTS.JOIN]({ tableId: 'table-race' })
+
+    expect(socket.emit).toHaveBeenCalledWith(
+      TABLE_PRESENCE_EVENTS.JOIN_ERROR,
+      expect.objectContaining({ code: 'ACCESS_DENIED', retryable: false })
+    )
+    expect(socket.join).not.toHaveBeenCalled()
+    expect(roomManager.addUserToRoom).not.toHaveBeenCalled()
+  })
+
+  it('drops a cell selection and evicts once the viewer loses access mid-session', async () => {
+    // Distinct user/table so the recorded revocation cannot leak into sibling tests
+    // through the module-global role cache.
+    vi.useFakeTimers()
+    try {
+      const room = { type: ROOM_TYPES.TABLE, id: 'table-revoked' }
+      const { socket, handlers, toEmit } = createSocket({ id: 'socket-9', userId: 'user-9' })
+      const roomManager = createRoomManager({
+        getRoomForSocket: vi.fn().mockResolvedValue(room),
+      })
+      setupTablesHandlers(socket as unknown as SetupArg, roomManager)
+
+      await handlers[TABLE_PRESENCE_EVENTS.JOIN]({ tableId: 'table-revoked' })
+      await vi.advanceTimersByTimeAsync(0)
+
+      // Access removed, and the join-time decision expires.
+      mockAuthorizeRoom.mockResolvedValue({
+        allowed: false,
+        status: 403,
+        workspaceId: 'ws-1',
+        workspacePermission: null,
+      })
+      await vi.advanceTimersByTimeAsync(31_000)
+
+      const cell = {
+        anchor: { rowId: 'row-1', columnId: 'col-a' },
+        focus: { rowId: 'row-1', columnId: 'col-a' },
+      }
+      // First selection after expiry finds nothing cached: accepted, and it kicks off the
+      // authoritative re-read rather than blocking the relay on a DB round-trip.
+      await handlers[TABLE_PRESENCE_EVENTS.CELL_SELECTION]({ cell })
+      await vi.advanceTimersByTimeAsync(0)
+
+      toEmit.mockClear()
+      await handlers[TABLE_PRESENCE_EVENTS.CELL_SELECTION]({ cell })
+      await vi.advanceTimersByTimeAsync(0)
+
+      expect(toEmit).not.toHaveBeenCalled()
+      expect(socket.emit).toHaveBeenCalledWith(
+        'room-access-revoked',
+        expect.objectContaining({ room })
+      )
+      expect(socket.leave).toHaveBeenCalledWith('table:table-revoked')
+      expect(roomManager.removeUserFromRoom).toHaveBeenCalledWith(room, 'socket-9')
+    } finally {
+      vi.useRealTimers()
+    }
+  })
+
+  it('hands a failed presence removal to the sweep so the eviction stays retryable', async () => {
+    // The eviction already left the Socket.IO room, so the sweep's scan can no longer
+    // rediscover this socket — a failed removal here would strand a ghost collaborator
+    // until disconnect unless it is handed to the retrying cleanup lane.
+    vi.useFakeTimers()
+    const owed: Array<{ socketId: string; roomId: string }> = []
+    setEvictionCleanupSink((socketId, room) => owed.push({ socketId, roomId: room.id }))
+    try {
+      const room = { type: ROOM_TYPES.TABLE, id: 'table-defer' }
+      const { socket, handlers } = createSocket({ id: 'socket-defer', userId: 'user-defer' })
+      const roomManager = createRoomManager({
+        getRoomForSocket: vi.fn().mockResolvedValue(room),
+        removeUserFromRoom: vi.fn().mockRejectedValue(new Error('redis down')),
+      })
+      setupTablesHandlers(socket as unknown as SetupArg, roomManager)
+
+      await handlers[TABLE_PRESENCE_EVENTS.JOIN]({ tableId: 'table-defer' })
+      await vi.advanceTimersByTimeAsync(0)
+
+      mockAuthorizeRoom.mockResolvedValue({
+        allowed: false,
+        status: 403,
+        workspaceId: 'ws-1',
+        workspacePermission: null,
+      })
+      await vi.advanceTimersByTimeAsync(31_000)
+
+      const cell = {
+        anchor: { rowId: 'row-1', columnId: 'col-a' },
+        focus: { rowId: 'row-1', columnId: 'col-a' },
+      }
+      await handlers[TABLE_PRESENCE_EVENTS.CELL_SELECTION]({ cell })
+      await vi.advanceTimersByTimeAsync(0)
+      await handlers[TABLE_PRESENCE_EVENTS.CELL_SELECTION]({ cell })
+      await vi.advanceTimersByTimeAsync(0)
+
+      expect(socket.leave).toHaveBeenCalledWith('table:table-defer')
+      expect(owed).toEqual([{ socketId: 'socket-defer', roomId: 'table-defer' }])
+    } finally {
+      setEvictionCleanupSink(null)
+      vi.useRealTimers()
+    }
+  })
+
+  it('keeps the prior table room when a switch is denied at the access re-check', async () => {
+    // A denied switch must not silently drop the client from a table it may still be
+    // allowed to occupy, so the prior room is left only once the join is certain.
+    vi.useFakeTimers()
+    try {
+      const prior = { type: ROOM_TYPES.TABLE, id: 'table-prior' }
+      const { socket, handlers } = createSocket({ id: 'socket-switch', userId: 'user-switch' })
+      const roomManager = createRoomManager({
+        getRoomForSocket: vi.fn().mockResolvedValue(prior),
+      })
+      setupTablesHandlers(socket as unknown as SetupArg, roomManager)
+
+      let call = 0
+      mockAuthorizeRoom.mockImplementation(async () => {
+        call += 1
+        if (call === 1) {
+          // A later-started read drops this join's own decision, and the join stalls past
+          // the TTL so that decision is expired by re-check time — forcing the re-resolve
+          // down its database path below.
+          commitRoomPermission(
+            'user-switch',
+            { type: ROOM_TYPES.TABLE, id: 'table-target' },
+            'admin',
+            beginRoomPermissionRead()
+          )
+          await sleep(31_000)
+          return { allowed: true, status: 200, workspaceId: 'ws-1', workspacePermission: 'admin' }
+        }
+        // The authoritative current answer: access is gone.
+        return { allowed: false, status: 403, workspaceId: 'ws-1', workspacePermission: null }
+      })
+
+      const joining = handlers[TABLE_PRESENCE_EVENTS.JOIN]({ tableId: 'table-target' })
+      await vi.advanceTimersByTimeAsync(31_000)
+      await joining
+
+      expect(socket.emit).toHaveBeenCalledWith(
+        TABLE_PRESENCE_EVENTS.JOIN_ERROR,
+        expect.objectContaining({ code: 'ACCESS_DENIED', retryable: false })
+      )
+      // Neither joined the target nor abandoned the prior room.
+      expect(socket.join).not.toHaveBeenCalled()
+      expect(socket.leave).not.toHaveBeenCalled()
+      expect(roomManager.removeUserFromRoom).not.toHaveBeenCalled()
+    } finally {
+      vi.useRealTimers()
+    }
+  })
+
+  it('aborts the join when a revocation lands during the prior-room leave', async () => {
+    // The prior-room leave is the only await left between the authoritative access
+    // re-check and the commit, so a sweep revocation recorded in that window must still
+    // stop the join — `superseded()` alone only watches the join generation.
+    const prior = { type: ROOM_TYPES.TABLE, id: 'table-prior-2' }
+    const target = { type: ROOM_TYPES.TABLE, id: 'table-target-2' }
+    const { socket, handlers } = createSocket({ id: 'socket-window', userId: 'user-window' })
+    const roomManager = createRoomManager({
+      getRoomForSocket: vi.fn().mockResolvedValue(prior),
+      removeUserFromRoom: vi.fn().mockImplementation(async () => {
+        // The sweep records the revocation while the prior-room leave is in flight.
+        commitRoomPermission('user-window', target, null, beginRoomPermissionRead())
+        return true
+      }),
+    })
+    setupTablesHandlers(socket as unknown as SetupArg, roomManager)
+
+    await handlers[TABLE_PRESENCE_EVENTS.JOIN]({ tableId: 'table-target-2' })
+
+    expect(socket.emit).toHaveBeenCalledWith(
+      TABLE_PRESENCE_EVENTS.JOIN_ERROR,
+      expect.objectContaining({ code: 'ACCESS_DENIED', retryable: false })
+    )
+    expect(socket.join).not.toHaveBeenCalled()
+    expect(roomManager.addUserToRoom).not.toHaveBeenCalled()
+  })
+
   it('drops a malformed cell selection without storing or relaying it', async () => {
     const { socket, handlers, toEmit } = createSocket()
     const roomManager = createRoomManager({
diff --git a/apps/realtime/src/handlers/tables.ts b/apps/realtime/src/handlers/tables.ts
index 2474063c9a0..6fad57fb6d6 100644
--- a/apps/realtime/src/handlers/tables.ts
+++ b/apps/realtime/src/handlers/tables.ts
@@ -1,4 +1,5 @@
 import { createLogger } from '@sim/logger'
+import { ROOM_MEMBERSHIP_ACTIONS, satisfiesRoomMembership } from '@sim/platform-authz/room-policy'
 import { ROOM_TYPES, type RoomRef, roomName } from '@sim/realtime-protocol/rooms'
 import {
   type JoinTablePayload,
@@ -7,8 +8,10 @@ import {
   type TableCellSelection,
 } from '@sim/realtime-protocol/table-presence'
 import { resolveAvatarUrl } from '@/handlers/avatar'
+import { evictSocketFromRoom, requestEvictionCleanup } from '@/handlers/room-eviction'
 import { resolveRoomJoinAuth } from '@/handlers/room-join-auth'
 import type { AuthenticatedSocket } from '@/middleware/auth'
+import { peekRoomPermission, resolveCurrentRoomPermission } from '@/middleware/permissions'
 import type { IRoomManager, UserPresence } from '@/rooms'
 import { filterVisiblePresence, sweepStalePresence } from '@/rooms/presence-visibility'
 
@@ -20,6 +23,41 @@ const MAX_CELL_ID_LENGTH = 200
 /** The table presence room ref for a table id. */
 const tableRoom = (tableId: string): RoomRef => ({ type: ROOM_TYPES.TABLE, id: tableId })
 
+/**
+ * The permission occupying a table room requires. Sourced from the shared map so
+ * the join check, the per-operation gate below, and the access re-validation sweep
+ * can never drift apart.
+ */
+const TABLE_ACTION = ROOM_MEMBERSHIP_ACTIONS[ROOM_TYPES.TABLE]
+
+/**
+ * Per-operation authorization for an already-joined socket, mirroring the file-doc
+ * gate: room membership is not a standing right, so a collaborator whose workspace
+ * access was revoked stops publishing presence into the room without waiting for
+ * the next re-validation sweep.
+ *
+ * Reads the shared role cache without awaiting (`undefined` = nothing fresh cached,
+ * which means "unknown", not "denied") and kicks off a background refresh in that
+ * case, so the exposure window is the cache TTL rather than the socket's lifetime.
+ * On a confirmed loss of access it evicts, which also clears the room mapping this
+ * handler resolves every operation through.
+ */
+function isTableAccessAllowed(
+  socket: AuthenticatedSocket,
+  room: RoomRef
+): { allowed: boolean; revoked: boolean } {
+  const userId = socket.userId
+  if (!userId) return { allowed: false, revoked: false }
+
+  const cached = peekRoomPermission(userId, room)
+  if (cached === undefined) {
+    void resolveCurrentRoomPermission(userId, room, TABLE_ACTION).catch(() => {})
+    return { allowed: true, revoked: false }
+  }
+  if (satisfiesRoomMembership(cached, ROOM_TYPES.TABLE)) return { allowed: true, revoked: false }
+  return { allowed: false, revoked: true }
+}
+
 function isCellRef(value: unknown): value is TableCellRef {
   if (typeof value !== 'object' || value === null) return false
   const ref = value as { rowId?: unknown; columnId?: unknown }
@@ -50,6 +88,42 @@ function normalizeCellSelection(cell: unknown): TableCellSelection | undefined {
   }
 }
 
+/**
+ * Evicts a socket from a table room after a confirmed loss of access, then drops
+ * its presence so peers stop seeing its selection.
+ *
+ * The eviction leaves the Socket.IO room immediately, which is also how the sweep
+ * discovers work — so a presence removal that fails here would be unretryable and
+ * strand a ghost collaborator until disconnect. The removal is therefore attempted
+ * inline (peers see the departure at once) and handed to the sweep's retrying
+ * cleanup lane if it fails or reports nothing removed, which is the same signal
+ * the sweep treats as a deferrable failure.
+ */
+async function evictFromTable(
+  socket: AuthenticatedSocket,
+  roomManager: IRoomManager,
+  room: RoomRef
+): Promise<void> {
+  evictSocketFromRoom(socket, room, 'Your access to this table has been revoked', roomManager.io)
+  try {
+    // `false` conflates "already gone" with a transport error the manager swallowed;
+    // deferring on it is harmless (the lane drops a cleanup it finds already clean)
+    // and is the only signal a swallowed failure gives us.
+    const removed = await roomManager.removeUserFromRoom(room, socket.id)
+    if (!removed) {
+      requestEvictionCleanup(socket.id, room)
+      return
+    }
+    await roomManager.broadcastPresenceUpdate(room, socket.id)
+  } catch (error) {
+    logger.warn(
+      `Presence cleanup failed for evicted table socket ${socket.id}; deferring to the sweep`,
+      error
+    )
+    requestEvictionCleanup(socket.id, room)
+  }
+}
+
 /**
  * Live cell-selection presence for the table grid. Mirrors the workspace-files
  * join flow but is table-scoped (room id = tableId) with a bidirectional
@@ -135,7 +209,7 @@ export function setupTablesHandlers(socket: AuthenticatedSocket, roomManager: IR
       const authorized = await resolveRoomJoinAuth({
         userId,
         room,
-        action: 'read',
+        action: TABLE_ACTION,
         logger,
         logLabel: `table room for ${userId}`,
         messages: {
@@ -151,16 +225,6 @@ export function setupTablesHandlers(socket: AuthenticatedSocket, roomManager: IR
       // Server-authenticated avatar for the presence roster.
       const avatarUrl = await resolveAvatarUrl(socket, userId)
 
-      // Leave a previously-joined table room if switching tables. No generation guard is needed
-      // around this: serialization guarantees no concurrent op committed to a different room
-      // during the lookup, so `currentRoom` is the socket's genuine prior room, safe to leave.
-      const currentRoom = await roomManager.getRoomForSocket(socket.id, ROOM_TYPES.TABLE)
-      if (currentRoom && currentRoom.id !== tableId) {
-        socket.leave(roomName(currentRoom))
-        await roomManager.removeUserFromRoom(currentRoom, socket.id)
-        await roomManager.broadcastPresenceUpdate(currentRoom)
-      }
-
       // Reclaim presence orphaned by an ungraceful disconnect (no `disconnecting`
       // event fires on a pod crash; the room hashes have no TTL). Returns the roster it
       // read so the same-tab dedup below reuses it instead of issuing a second read.
@@ -182,10 +246,64 @@ export function setupTablesHandlers(socket: AuthenticatedSocket, roomManager: IR
         }
       }
 
+      // Re-check access too: the access re-validation sweep records a revocation BEFORE
+      // it evicts, so a join that authorized just before the revocation must not
+      // complete afterwards and put the socket back in the room. RE-RESOLVES rather
+      // than peeking — a peek treats an expired entry as unknown and fails open, which
+      // a join stalled longer than the cache TTL would slip through. Normally a cache
+      // hit (this join's own authorize just warmed it).
+      const currentPermission = await resolveCurrentRoomPermission(userId, room, TABLE_ACTION)
+      if (!satisfiesRoomMembership(currentPermission, ROOM_TYPES.TABLE)) {
+        socket.emit(TABLE_PRESENCE_EVENTS.JOIN_ERROR, {
+          tableId,
+          error: 'Access denied to table',
+          code: 'ACCESS_DENIED',
+          retryable: false,
+        })
+        return
+      }
+
+      // Only now that the join is certain to proceed, leave a previously-joined table room
+      // if switching. Deliberately AFTER the access re-check: a denial there aborts the
+      // join, and leaving first would silently drop the client from a prior table it may
+      // still be allowed to occupy. No generation guard is needed around this —
+      // serialization guarantees no concurrent op committed to a different room during the
+      // lookup, so `currentRoom` is the socket's genuine prior room, safe to leave.
+      const currentRoom = await roomManager.getRoomForSocket(socket.id, ROOM_TYPES.TABLE)
+      if (currentRoom && currentRoom.id !== tableId) {
+        socket.leave(roomName(currentRoom))
+        await roomManager.removeUserFromRoom(currentRoom, socket.id)
+        await roomManager.broadcastPresenceUpdate(currentRoom)
+      }
+
       // Final re-check before the membership commit: a LEAVE or a newer JOIN enqueued during the
-      // awaits above bumped the generation, or the socket disconnected. Abort before registering.
+      // awaits above — including the access re-resolve — bumped the generation, or the socket
+      // disconnected.
       if (superseded()) return
 
+      // The prior-room leave above is the one place this handler still awaits AFTER the
+      // authoritative access re-check (file-doc and the workspace-list rooms leave
+      // synchronously, so they have no such window). A sweep revocation landing in that
+      // window would otherwise let this join put a revoked socket back in the room, since
+      // `superseded()` only watches the join generation. A cache PEEK is the right
+      // instrument here and needs no await: the authoritative resolve moments ago wrote a
+      // fresh entry, so the only way this reads differently is a newer decision recorded
+      // since — exactly the revocation being guarded against. Synchronous, so nothing can
+      // interleave between it and the join below.
+      // `undefined` stays "unknown, not denied" here as everywhere else in this handler —
+      // only a definitively cached insufficient permission aborts a join the authoritative
+      // check just passed.
+      const finalCheck = peekRoomPermission(userId, room)
+      if (finalCheck !== undefined && !satisfiesRoomMembership(finalCheck, ROOM_TYPES.TABLE)) {
+        socket.emit(TABLE_PRESENCE_EVENTS.JOIN_ERROR, {
+          tableId,
+          error: 'Access denied to table',
+          code: 'ACCESS_DENIED',
+          retryable: false,
+        })
+        return
+      }
+
       socket.join(roomName(room))
 
       const presence: UserPresence = {
@@ -298,6 +416,14 @@ export function setupTablesHandlers(socket: AuthenticatedSocket, roomManager: IR
       const room = await roomManager.getRoomForSocket(socket.id, ROOM_TYPES.TABLE)
       if (!room) return
 
+      // Membership was authorized at join; re-check it here so a revoked viewer
+      // stops publishing presence into the room mid-session.
+      const access = isTableAccessAllowed(socket, room)
+      if (!access.allowed) {
+        if (access.revoked) await evictFromTable(socket, roomManager, room)
+        return
+      }
+
       // Persist so a later joiner sees this viewer's current selection in the join ack.
       await roomManager.updateUserActivity(room, socket.id, { cell: selection })
 
diff --git a/apps/realtime/src/handlers/workspace-invalidation-room.test.ts b/apps/realtime/src/handlers/workspace-invalidation-room.test.ts
index 643fca696f0..e487edd0a8e 100644
--- a/apps/realtime/src/handlers/workspace-invalidation-room.test.ts
+++ b/apps/realtime/src/handlers/workspace-invalidation-room.test.ts
@@ -2,6 +2,7 @@
  * @vitest-environment node
  */
 import { ROOM_TYPES } from '@sim/realtime-protocol/rooms'
+import { sleep } from '@sim/utils/helpers'
 import { beforeEach, describe, expect, it, vi } from 'vitest'
 import type { IRoomManager } from '@/rooms'
 
@@ -19,6 +20,7 @@ vi.mock('@sim/platform-authz/rooms', () => ({
 }))
 
 import { setupWorkspaceInvalidationRoom } from '@/handlers/workspace-invalidation-room'
+import { beginRoomPermissionRead, commitRoomPermission } from '@/middleware/permissions'
 
 type Payload = { workspaceId?: string }
 
@@ -157,6 +159,82 @@ describe.each([ROOM_TYPES.WORKSPACE_FILES, ROOM_TYPES.WORKSPACE_TABLES] as const
       expect(roomManager.broadcastPresenceUpdate).not.toHaveBeenCalled()
     })
 
+    it('aborts a join superseded during the access re-check await', async () => {
+      // The access re-resolve is an await like any other: a leave landing during it must
+      // still cancel this join, or the stale join would leave the room the client
+      // switched to and commit the abandoned one. Forced down the re-resolve's DB path
+      // by expiring the cached decision mid-join, so the interleaving is deterministic
+      // rather than dependent on microtask ordering.
+      vi.useFakeTimers()
+      try {
+        const { handlers, socket } = createSocket({ id: 'socket-sup', userId: 'user-sup' })
+        setupWorkspaceInvalidationRoom(
+          socket as unknown as Parameters<typeof setupWorkspaceInvalidationRoom>[0],
+          createRoomManager(),
+          roomType
+        )
+
+        let call = 0
+        mockAuthorizeRoom.mockImplementation(async () => {
+          call += 1
+          if (call === 1) {
+            // A later-started read commits, so this join's own decision is dropped; then
+            // the join stalls past the TTL so that decision is expired by re-check time.
+            commitRoomPermission(
+              'user-sup',
+              { type: roomType, id: 'ws-sup' },
+              'admin',
+              beginRoomPermissionRead()
+            )
+            await sleep(31_000)
+          } else {
+            // Second call is the re-check's re-resolve: the client leaves during it.
+            handlers[leaveEvent]({ workspaceId: 'ws-sup' })
+          }
+          return { allowed: true, status: 200, workspaceId: 'ws-sup', workspacePermission: 'admin' }
+        })
+
+        const joining = handlers[joinEvent]({ workspaceId: 'ws-sup' })
+        await vi.advanceTimersByTimeAsync(31_000)
+        await joining
+
+        expect(call).toBe(2)
+        expect(socket.join).not.toHaveBeenCalled()
+        expect(socket.emit).not.toHaveBeenCalledWith(successEvent, expect.anything())
+      } finally {
+        vi.useRealTimers()
+      }
+    })
+
+    it('does not join when access was revoked while the join was in flight', async () => {
+      // The sweep records a revocation before it evicts, so a join whose authorize
+      // completed just before that must not put the socket back in the room.
+      const { handlers, socket } = createSocket({ id: 'socket-race', userId: 'user-race' })
+      setupWorkspaceInvalidationRoom(
+        socket as unknown as Parameters<typeof setupWorkspaceInvalidationRoom>[0],
+        createRoomManager(),
+        roomType
+      )
+
+      mockAuthorizeRoom.mockImplementation(async () => {
+        commitRoomPermission(
+          'user-race',
+          { type: roomType, id: 'ws-race' },
+          null,
+          beginRoomPermissionRead()
+        )
+        return { allowed: true, status: 200, workspaceId: 'ws-race', workspacePermission: 'admin' }
+      })
+
+      await handlers[joinEvent]({ workspaceId: 'ws-race' })
+
+      expect(socket.emit).toHaveBeenCalledWith(
+        errorEvent,
+        expect.objectContaining({ code: 'ACCESS_DENIED', retryable: false })
+      )
+      expect(socket.join).not.toHaveBeenCalled()
+    })
+
     it('leaves a previously-joined room when switching workspaces', async () => {
       const { socket, handlers, rooms } = createSocket()
       rooms.add(roomOf('ws-old'))
diff --git a/apps/realtime/src/handlers/workspace-invalidation-room.ts b/apps/realtime/src/handlers/workspace-invalidation-room.ts
index aacb141e9ae..362e37875f6 100644
--- a/apps/realtime/src/handlers/workspace-invalidation-room.ts
+++ b/apps/realtime/src/handlers/workspace-invalidation-room.ts
@@ -1,7 +1,9 @@
 import { createLogger } from '@sim/logger'
+import { ROOM_MEMBERSHIP_ACTIONS, satisfiesRoomMembership } from '@sim/platform-authz/room-policy'
 import { type RoomRef, type RoomType, roomName } from '@sim/realtime-protocol/rooms'
 import { resolveRoomJoinAuth } from '@/handlers/room-join-auth'
 import type { AuthenticatedSocket } from '@/middleware/auth'
+import { resolveCurrentRoomPermission } from '@/middleware/permissions'
 import type { IRoomManager } from '@/rooms'
 
 const logger = createLogger('WorkspaceInvalidationRoom')
@@ -89,7 +91,7 @@ export function setupWorkspaceInvalidationRoom(
       const authorized = await resolveRoomJoinAuth({
         userId: socket.userId,
         room: ref,
-        action: 'read',
+        action: ROOM_MEMBERSHIP_ACTIONS[roomType],
         logger,
         logLabel: `${roomType} room for ${socket.userId}`,
         messages: {
@@ -102,8 +104,31 @@ export function setupWorkspaceInvalidationRoom(
       })
       if (!authorized) return
 
-      // A newer join started on this socket during authorize (or it dropped): abort so a
-      // stale join can't leave the room the client has since switched to.
+      // Re-check access before committing: the access re-validation sweep records a
+      // revocation BEFORE it evicts, so a join that authorized just before the
+      // revocation must not complete afterwards and put the socket back in the room.
+      // RE-RESOLVES rather than peeking — a peek treats an expired entry as unknown and
+      // fails open, which a join stalled longer than the cache TTL would slip through.
+      // Normally a cache hit (this join's own authorize just warmed it). Mirrors the
+      // file-doc and table joins.
+      const currentPermission = await resolveCurrentRoomPermission(
+        socket.userId,
+        ref,
+        ROOM_MEMBERSHIP_ACTIONS[roomType]
+      )
+      if (!satisfiesRoomMembership(currentPermission, roomType)) {
+        socket.emit(errorEvent, {
+          workspaceId,
+          error: 'Access denied to workspace',
+          code: 'ACCESS_DENIED',
+          retryable: false,
+        })
+        return
+      }
+
+      // A newer join started on this socket during the awaits above — including the access
+      // re-resolve — or it dropped: abort so a stale join can't leave the room the client has
+      // since switched to. Last await before the commit, so nothing interleaves after it.
       if (joinGeneration !== joinAttempt || socket.disconnected) return
 
       // Leave any previously-joined room of this type (workspace switch), read straight from the
diff --git a/apps/realtime/src/middleware/permissions.test.ts b/apps/realtime/src/middleware/permissions.test.ts
index d9f0b4d15f0..130b1a262a2 100644
--- a/apps/realtime/src/middleware/permissions.test.ts
+++ b/apps/realtime/src/middleware/permissions.test.ts
@@ -519,6 +519,43 @@ describe('verifyWorkflowAccess role-cache refresh', () => {
     expect(await resolveCurrentWorkflowRole(userId, workflowId, 'read')).toBe('write')
   })
 
+  it('does not let a stale join-time allow bury a sweep denial that started later', async () => {
+    const userId = 'vw-user-3'
+    const workflowId = 'vw-wf-3'
+
+    // Hand out a controllable promise per authorization call, so the two reads can be
+    // started in one order and settled in the other.
+    const settle: Array<(value: { allowed: boolean; workspacePermission: string | null }) => void> =
+      []
+    mockAuthorize.mockImplementation(
+      () =>
+        new Promise((resolve) => {
+          settle.push(resolve)
+        })
+    )
+
+    // A join-style verify starts FIRST (against pre-revocation state) and stalls.
+    const staleJoin = verifyWorkflowAccess(userId, workflowId)
+    for (let i = 0; i < 10 && settle.length < 1; i++) await Promise.resolve()
+    expect(settle).toHaveLength(1)
+
+    // The sweep's authorization starts AFTER it, and stalls too.
+    const sweep = resolveCurrentWorkflowRole(userId, workflowId, 'read')
+    for (let i = 0; i < 10 && settle.length < 2; i++) await Promise.resolve()
+    expect(settle).toHaveLength(2)
+
+    // The sweep's denial lands first, then the older join's allow. Ordering by WRITE
+    // time would let the join bury the denial and hand the socket another full TTL of
+    // access; ordering by read start keeps the denial in force.
+    settle[1]({ allowed: false, workspacePermission: null })
+    expect(await sweep).toBeNull()
+    settle[0]({ allowed: true, workspacePermission: 'write' })
+    await staleJoin
+
+    mockAuthorize.mockRejectedValue(new Error('must not re-query'))
+    expect(await resolveCurrentWorkflowRole(userId, workflowId, 'read')).toBeNull()
+  })
+
   it('does not let a stale in-flight resolution overwrite a fresher verify decision', async () => {
     const userId = 'vw-user-2'
     const workflowId = 'vw-wf-2'
diff --git a/apps/realtime/src/middleware/permissions.ts b/apps/realtime/src/middleware/permissions.ts
index 779814257bf..7d88ed4b865 100644
--- a/apps/realtime/src/middleware/permissions.ts
+++ b/apps/realtime/src/middleware/permissions.ts
@@ -1,6 +1,7 @@
 import { db } from '@sim/db'
 import { workflow } from '@sim/db/schema'
 import { createLogger } from '@sim/logger'
+import { authorizeRoom, type PermissionType } from '@sim/platform-authz/rooms'
 import { authorizeWorkflowByWorkspacePermission } from '@sim/platform-authz/workflow'
 import {
   BLOCK_OPERATIONS,
@@ -12,6 +13,7 @@ import {
   VARIABLE_OPERATIONS,
   WORKFLOW_OPERATIONS,
 } from '@sim/realtime-protocol/constants'
+import { ROOM_TYPES, type RoomRef, roomName } from '@sim/realtime-protocol/rooms'
 import { and, eq, isNull } from 'drizzle-orm'
 
 const logger = createLogger('SocketPermissions')
@@ -85,11 +87,12 @@ export function checkRolePermission(
 }
 
 /**
- * TTL for the per-pod role cache backing live re-validation. It gates both the
- * mutating-operation checks ({@link checkWorkflowOperationPermission}) and the
- * periodic read-access sweep (`access-revalidation.ts`), so a revoked or
- * downgraded collaborator loses write access — and live reads — on an
- * already-connected socket within a bounded window rather than until disconnect.
+ * TTL for the per-pod role cache backing live re-validation. It gates the
+ * mutating-operation checks ({@link checkWorkflowOperationPermission}), the
+ * per-frame room write gates (file-doc / tables), and the periodic access sweep
+ * (`access-revalidation.ts`), so a revoked or downgraded collaborator loses write
+ * access — and live reads — on an already-connected socket within a bounded
+ * window rather than until disconnect.
  */
 export const ROLE_REVALIDATION_TTL_MS = 30_000
 
@@ -99,11 +102,42 @@ const MAX_ROLE_CACHE_ENTRIES = 5_000
 interface CachedRole {
   /** Authoritative workspace role, or `null` when the user has no access. */
   role: string | null
+  /**
+   * The {@link beginRoomPermissionRead} ticket of the query this decision came
+   * from — i.e. when its DB read STARTED, not when it was written.
+   */
+  readSeq: number
   expiresAt: number
 }
 
 /**
- * Per-pod cache of authoritative workspace roles, keyed by `${userId}:${workflowId}`.
+ * Monotonic ticket counter establishing a total order over authorization READS.
+ *
+ * Ordering by write time is not sufficient: two readers can start their queries in
+ * one order and finish in the other, so the decision written last can be derived
+ * from the older read. A join that authorized before a revocation but returned
+ * after the sweep's denial would then win — leaving a revoked user with another
+ * full TTL of access. Every writer therefore takes a ticket before it queries and
+ * a decision only yields to one from a strictly later-started read.
+ */
+let roleReadSeqCounter = 0
+
+/**
+ * Takes a read ticket. Call immediately BEFORE issuing an authorization query, and
+ * pass the result to {@link commitRoomPermission} once it returns.
+ */
+export function beginRoomPermissionRead(): number {
+  return ++roleReadSeqCounter
+}
+
+/**
+ * Per-pod cache of authoritative workspace roles, keyed by
+ * `${userId}:${roomName(room)}`.
+ *
+ * The key uses the wire room name, so a workflow entry is `${userId}:${workflowId}`
+ * exactly as before (workflow rooms are unprefixed) while every other room type is
+ * namespaced by its own `type:id` — a file-doc and a table can never collide on an
+ * id, and one cache serves every room type.
  *
  * Socket connections are sticky to a single pod, so a socket's mutating operations are
  * always gated by the same pod's cache. We rely on TTL expiry (not cross-pod
@@ -114,13 +148,17 @@ const roleCache = new Map<string, CachedRole>()
 
 /**
  * In-flight resolutions keyed like {@link roleCache}. Concurrent callers for the same
- * (user, workflow) share one authorization query instead of racing independent ones, so
+ * (user, room) share one authorization query instead of racing independent ones, so
  * cache writes per key are serialized — a slow, stale pre-revocation read can never
  * overwrite a newer recorded decision (e.g. the revocation the eviction sweep just
  * cached before kicking the socket).
  */
 const inFlightRoleResolutions = new Map<string, Promise<string | null>>()
 
+function roleCacheKey(userId: string, room: RoomRef): string {
+  return `${userId}:${roomName(room)}`
+}
+
 function purgeExpiredRoles(now: number): void {
   for (const [key, entry] of roleCache) {
     if (entry.expiresAt <= now) {
@@ -129,48 +167,81 @@ function purgeExpiredRoles(now: number): void {
   }
 }
 
-/**
- * Records a freshly-read authoritative decision into the role cache. Every
- * successful DB read of a user's workspace role goes through this — including
- * the join-time {@link verifyWorkflowAccess} — so a stale cached revocation
- * never outlives a newer authoritative read (e.g. a re-granted user re-joining
- * within the TTL of the sweep's recorded `null`).
- */
-function recordRoleDecision(key: string, role: string | null): void {
+function recordRoleDecision(key: string, role: string | null, readSeq: number): void {
   const now = Date.now()
   if (roleCache.size >= MAX_ROLE_CACHE_ENTRIES) {
     purgeExpiredRoles(now)
   }
-  roleCache.set(key, { role, expiresAt: now + ROLE_REVALIDATION_TTL_MS })
+  roleCache.set(key, { role, readSeq, expiresAt: now + ROLE_REVALIDATION_TTL_MS })
+}
+
+/**
+ * Commits a freshly-read authoritative decision, unless a decision from a
+ * strictly later-started read is already cached — in which case that one stands
+ * and is returned instead.
+ *
+ * Every successful DB read of a user's workspace role goes through this: the
+ * cached resolver, the join-time {@link verifyWorkflowAccess}, and the room join
+ * authorizer. That is what keeps a stale cached revocation from outliving a newer
+ * authoritative read (a re-granted user re-joining inside the sweep's recorded
+ * `null` TTL) while equally keeping a stale ALLOW from burying the sweep's fresher
+ * denial. Returns the decision that ends up in force.
+ */
+function commitRoleDecision(key: string, role: string | null, readSeq: number): string | null {
+  const existing = roleCache.get(key)
+  if (existing !== undefined && existing.readSeq > readSeq) return existing.role
+  recordRoleDecision(key, role, readSeq)
+  return role
+}
+
+/**
+ * Reads a user's authoritative effective workspace permission for a room, or
+ * `null` when they have none. Workflow rooms go through their own dedicated
+ * authorizer; every other room type resolves through the shared
+ * {@link authorizeRoom} (resource → owning workspace → effective permission).
+ *
+ * Always asks for the LOWEST level (`read`) so the resolved permission itself is
+ * returned rather than a boolean — callers compare it against whatever level the
+ * operation needs with `permissionSatisfies`. A room type that is not
+ * authorizable here (status 400) THROWS, so it lands in the caller's transient
+ * branch and can never be mistaken for a confirmed revocation.
+ */
+async function readAuthoritativeRoomPermission(
+  userId: string,
+  room: RoomRef
+): Promise<PermissionType | null> {
+  if (room.type === ROOM_TYPES.WORKFLOW) {
+    const authorization = await authorizeWorkflowByWorkspacePermission({
+      workflowId: room.id,
+      userId,
+      action: 'read',
+    })
+    return authorization.allowed ? (authorization.workspacePermission ?? null) : null
+  }
+
+  const authorization = await authorizeRoom({ userId, room, action: 'read' })
+  if (!authorization.allowed && authorization.status === 400) {
+    throw new Error(`Room type not authorizable: ${room.type}`)
+  }
+  return authorization.allowed ? (authorization.workspacePermission ?? null) : null
 }
 
 async function resolveRoleUncached(
   key: string,
   userId: string,
-  workflowId: string,
+  room: RoomRef,
   fallbackRole: string
 ): Promise<string | null> {
-  const entryBeforeQuery = roleCache.get(key)
+  const readSeq = beginRoomPermissionRead()
   try {
-    const authorization = await authorizeWorkflowByWorkspacePermission({
-      workflowId,
-      userId,
-      action: 'read',
-    })
-    const role = authorization.allowed ? (authorization.workspacePermission ?? null) : null
-    // A fresh authoritative read (e.g. a join-time verifyWorkflowAccess) may
-    // have recorded a decision while this query was in flight. That write is
-    // newer than this query's read snapshot, so prefer it instead of
-    // overwriting it with a potentially stale result.
-    const entryAfterQuery = roleCache.get(key)
-    if (entryAfterQuery !== undefined && entryAfterQuery !== entryBeforeQuery) {
-      return entryAfterQuery.role
-    }
-    recordRoleDecision(key, role)
-    return role
+    const role = await readAuthoritativeRoomPermission(userId, room)
+    // Yields only to a decision from a later-STARTED read (see commitRoleDecision).
+    // Comparing write order instead would let a join whose authorize began before
+    // this one — but returned after it — bury this result.
+    return commitRoleDecision(key, role, readSeq)
   } catch (error) {
     logger.warn(
-      `Failed to re-validate role for user ${userId} on workflow ${workflowId}; using last known role`,
+      `Failed to re-validate role for user ${userId} on ${roomName(room)}; using last known role`,
       error
     )
     // Prefer the last recorded decision — even if expired, and even if it is `null` for an
@@ -183,23 +254,23 @@ async function resolveRoleUncached(
 }
 
 /**
- * Resolves a user's current workspace role for a workflow, re-reading the `permissions`
- * table at most once per {@link ROLE_REVALIDATION_TTL_MS} per pod. Concurrent calls for
- * the same (user, workflow) coalesce onto a single in-flight query (single-flight), so
- * out-of-order cache writes cannot resurrect revoked access.
+ * Resolves a user's current effective workspace permission for a room, re-reading the
+ * `permissions` table at most once per {@link ROLE_REVALIDATION_TTL_MS} per pod.
+ * Concurrent calls for the same (user, room) coalesce onto a single in-flight query
+ * (single-flight), so out-of-order cache writes cannot resurrect revoked access.
  *
- * Returns `null` when the user genuinely has no access (removed/revoked). On a transient
- * DB failure it reuses the last recorded decision for this (user, workflow) — including a
- * previously recorded revocation (`null`) — and only falls back to `fallbackRole` when no
- * decision has been recorded yet, so a blip neither blocks legitimate editors nor
- * resurrects already-revoked access.
+ * Returns `null` when the user genuinely has no access (removed/revoked, or the room's
+ * resource is gone). On a transient DB failure it reuses the last recorded decision for
+ * this (user, room) — including a previously recorded revocation (`null`) — and only
+ * falls back to `fallbackRole` when no decision has been recorded yet, so a blip neither
+ * blocks legitimate editors nor resurrects already-revoked access.
  */
-export async function resolveCurrentWorkflowRole(
+export async function resolveCurrentRoomPermission(
   userId: string,
-  workflowId: string,
+  room: RoomRef,
   fallbackRole: string
 ): Promise<string | null> {
-  const key = `${userId}:${workflowId}`
+  const key = roleCacheKey(userId, room)
   const cached = roleCache.get(key)
   if (cached && cached.expiresAt > Date.now()) {
     return cached.role
@@ -210,13 +281,65 @@ export async function resolveCurrentWorkflowRole(
     return inFlight
   }
 
-  const resolution = resolveRoleUncached(key, userId, workflowId, fallbackRole).finally(() => {
+  const resolution = resolveRoleUncached(key, userId, room, fallbackRole).finally(() => {
     inFlightRoleResolutions.delete(key)
   })
   inFlightRoleResolutions.set(key, resolution)
   return resolution
 }
 
+/**
+ * Workflow-room specialization of {@link resolveCurrentRoomPermission}, kept as the
+ * name the workflow operation/join paths already use.
+ */
+export function resolveCurrentWorkflowRole(
+  userId: string,
+  workflowId: string,
+  fallbackRole: string
+): Promise<string | null> {
+  return resolveCurrentRoomPermission(
+    userId,
+    { type: ROOM_TYPES.WORKFLOW, id: workflowId },
+    fallbackRole
+  )
+}
+
+/**
+ * Non-blocking read of the cached permission for a (user, room).
+ *
+ * Returns `undefined` when nothing fresh is cached — the caller must NOT read that
+ * as a denial; it means "unknown, ask asynchronously". Exists for the per-frame
+ * gates on hot relay paths (Yjs document frames, table cell selections), which must
+ * stay synchronous: awaiting an authorization promise per keystroke would put a
+ * microtask between every frame and its apply. Freshness is bounded by the same
+ * {@link ROLE_REVALIDATION_TTL_MS}, and the periodic sweep independently evicts a
+ * revoked socket, so a gate built on this is never the only line of defense.
+ */
+export function peekRoomPermission(userId: string, room: RoomRef): string | null | undefined {
+  const cached = roleCache.get(roleCacheKey(userId, room))
+  if (!cached || cached.expiresAt <= Date.now()) return undefined
+  return cached.role
+}
+
+/**
+ * Commits an authoritative decision read outside this module (the room join
+ * authorizer) into the shared cache, so the sweep and the per-frame gates start
+ * warm on the room a socket just joined.
+ *
+ * `readSeq` must come from a {@link beginRoomPermissionRead} taken BEFORE the
+ * caller's query: the decision is discarded if a later-started read already
+ * committed one, so neither a stale ALLOW can bury the sweep's fresher denial nor
+ * a stale revocation outlive a re-grant.
+ */
+export function commitRoomPermission(
+  userId: string,
+  room: RoomRef,
+  permission: PermissionType | null,
+  readSeq: number
+): void {
+  commitRoleDecision(roleCacheKey(userId, room), permission, readSeq)
+}
+
 /**
  * Live permission gate for mutating socket operations. Re-validates the user's workspace
  * role against the database (cached per pod for {@link ROLE_REVALIDATION_TTL_MS}) so that
@@ -256,6 +379,9 @@ export async function verifyWorkflowAccess(
   userId: string,
   workflowId: string
 ): Promise<{ hasAccess: boolean; role?: string; workspaceId?: string }> {
+  // Taken before the reads below, so this decision yields to any authorization
+  // that started later (e.g. the sweep's denial) instead of by write order.
+  const readSeq = beginRoomPermissionRead()
   try {
     const workflowData = await db
       .select({
@@ -278,9 +404,10 @@ export async function verifyWorkflowAccess(
       action: 'read',
     })
 
-    recordRoleDecision(
-      `${userId}:${workflowId}`,
-      authorization.allowed ? (authorization.workspacePermission ?? null) : null
+    commitRoleDecision(
+      roleCacheKey(userId, { type: ROOM_TYPES.WORKFLOW, id: workflowId }),
+      authorization.allowed ? (authorization.workspacePermission ?? null) : null,
+      readSeq
     )
 
     if (!authorization.allowed || !authorization.workspacePermission) {
diff --git a/apps/sim/app/workspace/[workspaceId]/files/components/file-viewer/rich-markdown-editor/collaboration/file-doc-provider.ts b/apps/sim/app/workspace/[workspaceId]/files/components/file-viewer/rich-markdown-editor/collaboration/file-doc-provider.ts
index 9b55ac7b907..84bab0733bc 100644
--- a/apps/sim/app/workspace/[workspaceId]/files/components/file-viewer/rich-markdown-editor/collaboration/file-doc-provider.ts
+++ b/apps/sim/app/workspace/[workspaceId]/files/components/file-viewer/rich-markdown-editor/collaboration/file-doc-provider.ts
@@ -1,3 +1,7 @@
+import {
+  ROOM_ACCESS_REVOKED_EVENT,
+  type RoomAccessRevokedBroadcast,
+} from '@sim/realtime-protocol/events'
 import {
   FILE_DOC_EVENTS,
   FILE_DOC_MESSAGE_TYPE,
@@ -7,6 +11,7 @@ import {
   type JoinFileDocSuccess,
   toFileDocBytes,
 } from '@sim/realtime-protocol/file-doc'
+import { ROOM_TYPES } from '@sim/realtime-protocol/rooms'
 import * as decoding from 'lib0/decoding'
 import * as encoding from 'lib0/encoding'
 import { ObservableV2 } from 'lib0/observable'
@@ -131,6 +136,7 @@ export class FileDocProvider extends ObservableV2<FileDocProviderEvents> {
     socket.on(FILE_DOC_EVENTS.MESSAGE, this.handleMessage)
     socket.on(FILE_DOC_EVENTS.JOIN_SUCCESS, this.handleJoinSuccess)
     socket.on(FILE_DOC_EVENTS.JOIN_ERROR, this.handleJoinError)
+    socket.on(ROOM_ACCESS_REVOKED_EVENT, this.handleAccessRevoked)
     socket.on('connect', this.handleConnect)
     doc.on('update', this.handleDocUpdate)
     awareness.on('update', this.handleAwarenessUpdate)
@@ -231,6 +237,30 @@ export class FileDocProvider extends ObservableV2<FileDocProviderEvents> {
     this.emit('join-error', [data])
   }
 
+  /**
+   * The server evicted this socket from the document because the user's workspace
+   * access was revoked or downgraded below `write` mid-session. Nothing sent from
+   * here would be applied any more, so take the same path as a non-retryable
+   * rejection: latch fatal (stop re-joining, stop applying inbound frames) and drop
+   * `synced`, so the editor falls back to the read-only view of the stored content
+   * instead of silently accepting keystrokes that go nowhere.
+   */
+  private handleAccessRevoked = (data: RoomAccessRevokedBroadcast) => {
+    if (data.room?.type !== ROOM_TYPES.WORKSPACE_FILE_DOC || data.room.id !== this.fileId) return
+    if (this.fatal || this.disposed) return
+    const error: JoinFileDocError = {
+      fileId: this.fileId,
+      error: data.message,
+      code: 'ACCESS_REVOKED',
+      retryable: false,
+    }
+    this.fatal = true
+    this.joinError = error
+    this.clearReadinessTimer()
+    this.setSynced(false)
+    this.emit('join-error', [error])
+  }
+
   private handleMessage = (data: unknown) => {
     // Once we've given up (a non-retryable rejection, or the connect deadline lapsed and the editor
     // fell back to a read-only local seed), ignore ALL inbound frames. A late SyncStep2 arriving
@@ -362,6 +392,7 @@ export class FileDocProvider extends ObservableV2<FileDocProviderEvents> {
     this.socket.off(FILE_DOC_EVENTS.MESSAGE, this.handleMessage)
     this.socket.off(FILE_DOC_EVENTS.JOIN_SUCCESS, this.handleJoinSuccess)
     this.socket.off(FILE_DOC_EVENTS.JOIN_ERROR, this.handleJoinError)
+    this.socket.off(ROOM_ACCESS_REVOKED_EVENT, this.handleAccessRevoked)
     this.socket.off('connect', this.handleConnect)
     this.doc.off('update', this.handleDocUpdate)
     this.doc.getMap(FILE_DOC_SEED.configMap).unobserve(this.handleConfigChange)
diff --git a/packages/platform-authz/package.json b/packages/platform-authz/package.json
index d8d0bca5b03..f8420a5e056 100644
--- a/packages/platform-authz/package.json
+++ b/packages/platform-authz/package.json
@@ -25,6 +25,10 @@
     "./rooms": {
       "types": "./src/rooms.ts",
       "default": "./src/rooms.ts"
+    },
+    "./room-policy": {
+      "types": "./src/room-policy.ts",
+      "default": "./src/room-policy.ts"
     }
   },
   "scripts": {
diff --git a/packages/platform-authz/src/predicates.ts b/packages/platform-authz/src/predicates.ts
index ff1afa6e11d..22721192cbe 100644
--- a/packages/platform-authz/src/predicates.ts
+++ b/packages/platform-authz/src/predicates.ts
@@ -9,6 +9,18 @@ export const PERMISSION_RANK = { read: 1, write: 2, admin: 3 } as const satisfie
   number
 >
 
+/**
+ * Type guard for a workspace permission level. Checks against
+ * {@link PERMISSION_RANK} rather than the DB enum so this module stays
+ * dependency-free (see {@link isOrgAdminRole}). Use it to narrow role strings that
+ * are typed `string` for legacy reasons before comparing them with
+ * {@link permissionSatisfies}, so an unrecognized value is handled explicitly
+ * instead of silently ranking below every level.
+ */
+export function isPermissionType(value: unknown): value is PermissionType {
+  return typeof value === 'string' && Object.hasOwn(PERMISSION_RANK, value)
+}
+
 /**
  * Whether an effective permission satisfies a required level under the
  * read < write < admin ordering. `null`/`undefined` (no access) never satisfies.
diff --git a/packages/platform-authz/src/room-policy.ts b/packages/platform-authz/src/room-policy.ts
new file mode 100644
index 00000000000..0d22ded1a3c
--- /dev/null
+++ b/packages/platform-authz/src/room-policy.ts
@@ -0,0 +1,44 @@
+import { ROOM_TYPES, type RoomType } from '@sim/realtime-protocol/rooms'
+import { isPermissionType, type PermissionType, permissionSatisfies } from './predicates'
+
+/**
+ * Realtime room membership policy: which workspace permission a user must hold to
+ * OCCUPY each room type, and the predicate that answers it.
+ *
+ * Deliberately its own dependency-free module (no DB client, no authorizer) so
+ * every enforcement point can import it: the join-time check, the per-frame gates
+ * on the hot relay paths, and the periodic access-revalidation sweep. One source of
+ * truth means the join gate and the sweep can never drift — and that drift is
+ * exactly what would let a downgraded member keep a room they could no longer join.
+ */
+
+/**
+ * A file-doc room IS the collaborative editor, so occupying it requires `write`;
+ * every other room carries only reads/presence and requires `read`. Workflow is
+ * included for the sweep's benefit even though it authorizes through its own path
+ * (`authorizeWorkflowByWorkspacePermission`).
+ */
+export const ROOM_MEMBERSHIP_ACTIONS = {
+  [ROOM_TYPES.WORKFLOW]: 'read',
+  [ROOM_TYPES.WORKSPACE_FILES]: 'read',
+  [ROOM_TYPES.WORKSPACE_TABLES]: 'read',
+  [ROOM_TYPES.WORKSPACE_FILE_DOC]: 'write',
+  [ROOM_TYPES.TABLE]: 'read',
+} as const satisfies Record<RoomType, PermissionType>
+
+/**
+ * Whether a resolved permission still entitles its holder to occupy a room of this
+ * type. `null` (no access) never does.
+ *
+ * The parameter is `string` rather than {@link PermissionType} because the realtime
+ * server carries roles as plain strings on presence records. A value outside the
+ * known levels is treated as satisfying: roles originate from the DB enum, so an
+ * unrecognized one means something upstream changed — and reading it as
+ * "insufficient" would mass-evict live collaborators. Enforcement stays reserved
+ * for a definitively known-insufficient permission.
+ */
+export function satisfiesRoomMembership(role: string | null | undefined, type: RoomType): boolean {
+  if (role == null) return false
+  if (!isPermissionType(role)) return true
+  return permissionSatisfies(role, ROOM_MEMBERSHIP_ACTIONS[type])
+}
diff --git a/packages/realtime-protocol/src/events.ts b/packages/realtime-protocol/src/events.ts
index 89b6fadb586..8fb0b4333a0 100644
--- a/packages/realtime-protocol/src/events.ts
+++ b/packages/realtime-protocol/src/events.ts
@@ -1,4 +1,5 @@
 import type { OperationTarget, SocketOperation } from './constants'
+import type { RoomRef } from './rooms'
 
 /**
  * Wire types for the broadcast/confirmation events the realtime Socket.IO server
@@ -121,6 +122,27 @@ export interface AccessRevokedBroadcast {
   timestamp: number
 }
 
+/**
+ * `room-access-revoked` broadcast — the non-workflow counterpart of
+ * {@link AccessRevokedBroadcast}. Emitted to a single socket when its owner's
+ * workspace permission no longer satisfies the room it occupies (removed, or
+ * downgraded below the room's required level), after the server has already
+ * evicted it. Carries the generic {@link RoomRef} rather than a workflow id
+ * because one socket can hold several rooms of different types at once, so the
+ * client must be told exactly which one it lost.
+ *
+ * Kept as a separate event from `access-revoked` so existing workflow clients —
+ * which read `data.workflowId` — are never handed a payload they would misparse.
+ */
+export interface RoomAccessRevokedBroadcast {
+  room: RoomRef
+  message: string
+  timestamp: number
+}
+
+/** Wire event name carrying a {@link RoomAccessRevokedBroadcast}. */
+export const ROOM_ACCESS_REVOKED_EVENT = 'room-access-revoked'
+
 /** `operation-confirmed` ack for a previously-emitted operation. */
 export interface OperationConfirmedBroadcast {
   operationId: string

From ccc2ec950762b14de31e015675d4909340e45828 Mon Sep 17 00:00:00 2001
From: Waleed <walif6@gmail.com>
Date: Sat, 1 Aug 2026 17:30:23 -0700
Subject: [PATCH 17/30] fix(file-parsers): guard .doc uploads against zip-bomb
 memory exhaustion (#6166)
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

* fix(file-parsers): guard .doc uploads against zip-bomb memory exhaustion

DocParser handed the raw upload straight to officeparser and then mammoth,
both of which inflate every ZIP entry into memory before any app-level size
cap applies. The extension is only a routing hint, so a bomb-bearing OOXML
archive renamed to .doc selected the one parser that skipped the guard its
docx/pptx/xlsx siblings all call.

Adds assertOoxmlArchiveWithinLimits to DocParser.parseBuffer, and centrally
in file-parsers parseBuffer so a future parser cannot silently opt out. The
guard reads the central directory's declared sizes without decompressing,
and no-ops for non-ZIP buffers, so legacy OLE .doc files are unaffected.

* fix(file-parsers): verify actual inflation, not just declared ZIP sizes

The declared uncompressed sizes in a ZIP central directory are attacker-
controlled, so a bomb can under-report them and pass the size and ratio
checks untouched. officeparser and mammoth only detect the mismatch after
inflating the entry in full: a 498 KB archive declaring 1000 bytes per entry
drove 559 MB resident through the .doc parser and 538 MB through .docx, then
failed. SheetJS and officeparser reject the container earlier, so xlsx/pptx
were not affected, but doc and docx both were.

Each entry is now inflated during verification under a maxOutputLength bound
equal to the size it declared. Node's zlib aborts the moment output would
exceed that bound, so a lying entry costs only its declared size and the
inflated bytes are discarded immediately; both bomb variants now reject at
+0 MB across every extension. Stored entries are checked against their own
compressed size, and unsupported compression methods fail closed.

Verification walks the contiguous run of central-directory records rather
than the EOCD's declared entry count, since that run is what a decompression
library allocates per entry — a lied-down count must not hide an entry from
verification.

Cost is ~0.45 ms per MB of uncompressed content (22 ms for a 50 MB archive),
against parse times an order of magnitude larger. All 17 real Word-produced
.docx fixtures in mammoth's test data are still accepted.

* fix(file-parsers): require central and local ZIP headers to agree

The parsers disagree about which header to trust. JSZip skips the local
header outright and decompresses using the central directory's method, while
SheetJS's parse_local_file switches on the local header's method and inflates
from there. An entry claiming STORED centrally and DEFLATE locally therefore
took the guard's stored branch, skipping bounded inflation, and was still
expanded downstream — a 398 KB archive hiding a 400 MB deflate payload.

Verification now rejects any entry whose two headers disagree on compression
method, and on declared sizes when the local header carries them (the
data-descriptor flag and ZIP64 sentinels legitimately omit them, and those
entries stay covered by the bounded inflate).

Caught by Greptile review. All 17 real Word-produced .docx fixtures in
mammoth's test data are still accepted.

* fix(file-parsers): charge hidden central-directory entries against the cap

sumDeclaredUncompressedSize walked only the entry count the EOCD declares,
while verification walks the contiguous run of records. JSZip's readCentralDir
loops on the record signature and keeps every entry it finds — a count
mismatch is explicitly not an error there — so an archive that under-reported
its count could hide honestly-large entries from the total-size cap and still
have the parser expand them.

The sum now walks the same contiguous run as the verification pass and
readZipCentralDirectoryStats, and fails closed when the run is shorter than
the declared count.

Caught by Cursor Bugbot review.
---
 apps/sim/lib/file-parsers/doc-parser.test.ts | 127 +++++++++
 apps/sim/lib/file-parsers/doc-parser.ts      |   9 +
 apps/sim/lib/file-parsers/index.ts           |   8 +
 apps/sim/lib/file-parsers/zip-guard.test.ts  | 156 +++++++++++
 apps/sim/lib/file-parsers/zip-guard.ts       | 277 ++++++++++++++++---
 5 files changed, 540 insertions(+), 37 deletions(-)
 create mode 100644 apps/sim/lib/file-parsers/doc-parser.test.ts

diff --git a/apps/sim/lib/file-parsers/doc-parser.test.ts b/apps/sim/lib/file-parsers/doc-parser.test.ts
new file mode 100644
index 00000000000..cf65c95cda0
--- /dev/null
+++ b/apps/sim/lib/file-parsers/doc-parser.test.ts
@@ -0,0 +1,127 @@
+/**
+ * @vitest-environment node
+ */
+import JSZip from 'jszip'
+import { beforeEach, describe, expect, it, vi } from 'vitest'
+
+const { mockParseOfficeAsync, mockExtractRawText } = vi.hoisted(() => ({
+  mockParseOfficeAsync: vi.fn(),
+  mockExtractRawText: vi.fn(),
+}))
+
+vi.mock('officeparser', () => ({ parseOfficeAsync: mockParseOfficeAsync }))
+vi.mock('mammoth', () => ({
+  default: { extractRawText: mockExtractRawText },
+  extractRawText: mockExtractRawText,
+}))
+
+import { DocParser } from '@/lib/file-parsers/doc-parser'
+
+const CENTRAL_DIRECTORY_HEADER_SIGNATURE = 0x02014b50
+
+/**
+ * Build a small OOXML-shaped archive whose central directory *declares* a huge
+ * uncompressed size. The guard reads declared sizes without inflating anything,
+ * so this reproduces a zip bomb's central directory at a few hundred bytes.
+ */
+async function buildDeclaredOversizeArchive(declaredUncompressedBytes: number): Promise<Buffer> {
+  const zip = new JSZip()
+  zip.file('word/document.xml', '<w:document><w:body>A</w:body></w:document>')
+  const buffer = await zip.generateAsync({ type: 'nodebuffer', compression: 'DEFLATE' })
+
+  for (let offset = 0; offset + 28 <= buffer.length; offset++) {
+    if (buffer.readUInt32LE(offset) === CENTRAL_DIRECTORY_HEADER_SIGNATURE) {
+      buffer.writeUInt32LE(declaredUncompressedBytes, offset + 24)
+      return buffer
+    }
+  }
+  throw new Error('No central directory header found in generated archive')
+}
+
+/** A legacy OLE compound-file `.doc` — not a ZIP, so the guard must no-op. */
+function buildLegacyOleDoc(): Buffer {
+  const buffer = Buffer.alloc(512)
+  Buffer.from([0xd0, 0xcf, 0x11, 0xe0, 0xa1, 0xb1, 0x1a, 0xe1]).copy(buffer, 0)
+  return buffer
+}
+
+describe('DocParser.parseBuffer', () => {
+  beforeEach(() => {
+    vi.clearAllMocks()
+  })
+
+  it('rejects a ZIP-shaped .doc whose declared expanded size exceeds the cap', async () => {
+    const bomb = await buildDeclaredOversizeArchive(2 * 1024 * 1024 * 1024)
+
+    await expect(new DocParser().parseBuffer(bomb)).rejects.toThrow(/exceeds the maximum allowed/)
+  })
+
+  it('rejects the bomb before either decompression library sees the buffer', async () => {
+    const bomb = await buildDeclaredOversizeArchive(2 * 1024 * 1024 * 1024)
+
+    await expect(new DocParser().parseBuffer(bomb)).rejects.toThrow()
+    expect(mockParseOfficeAsync).not.toHaveBeenCalled()
+    expect(mockExtractRawText).not.toHaveBeenCalled()
+  })
+
+  it('rejects a .doc that under-declares its uncompressed size', async () => {
+    // Declared sizes alone put this under every limit; officeparser and mammoth
+    // only notice the mismatch after inflating the entry in full, so the guard
+    // has to catch it before either library sees the buffer.
+    const zip = new JSZip()
+    zip.file('word/document.xml', 'A'.repeat(4 * 1024 * 1024))
+    const honest = (await zip.generateAsync({
+      type: 'nodebuffer',
+      compression: 'DEFLATE',
+    })) as Buffer
+
+    const lying = Buffer.from(honest)
+    for (let offset = 0; offset + 30 <= lying.length; offset++) {
+      const signature = lying.readUInt32LE(offset)
+      if (signature === CENTRAL_DIRECTORY_HEADER_SIGNATURE) {
+        lying.writeUInt32LE(1000, offset + 24)
+      } else if (signature === 0x04034b50) {
+        lying.writeUInt32LE(1000, offset + 22)
+      }
+    }
+
+    await expect(new DocParser().parseBuffer(lying)).rejects.toThrow(/do not match declared sizes/)
+    expect(mockParseOfficeAsync).not.toHaveBeenCalled()
+    expect(mockExtractRawText).not.toHaveBeenCalled()
+  })
+
+  it('rejects a ZIP-shaped .doc whose central directory cannot be parsed', async () => {
+    const buffer = Buffer.alloc(64)
+    buffer.writeUInt32LE(0x04034b50, 0)
+
+    await expect(new DocParser().parseBuffer(buffer)).rejects.toThrow(
+      /refusing to parse an unverifiable ZIP-shaped archive/
+    )
+    expect(mockParseOfficeAsync).not.toHaveBeenCalled()
+  })
+
+  it('still parses a well-formed OOXML archive renamed to .doc', async () => {
+    const zip = new JSZip()
+    zip.file('word/document.xml', '<w:document><w:body>hello</w:body></w:document>')
+    const buffer = await zip.generateAsync({ type: 'nodebuffer', compression: 'DEFLATE' })
+    mockParseOfficeAsync.mockResolvedValue('hello')
+
+    const result = await new DocParser().parseBuffer(buffer)
+
+    expect(result.content).toBe('hello')
+    expect(result.metadata.extractionMethod).toBe('officeparser')
+  })
+
+  it('no-ops the guard for a legacy OLE .doc and parses it', async () => {
+    mockParseOfficeAsync.mockResolvedValue('legacy doc text')
+
+    const result = await new DocParser().parseBuffer(buildLegacyOleDoc())
+
+    expect(mockParseOfficeAsync).toHaveBeenCalledOnce()
+    expect(result.content).toBe('legacy doc text')
+  })
+
+  it('rejects an empty buffer', async () => {
+    await expect(new DocParser().parseBuffer(Buffer.alloc(0))).rejects.toThrow('Empty buffer')
+  })
+})
diff --git a/apps/sim/lib/file-parsers/doc-parser.ts b/apps/sim/lib/file-parsers/doc-parser.ts
index 0d7379721f9..f03d3a45955 100644
--- a/apps/sim/lib/file-parsers/doc-parser.ts
+++ b/apps/sim/lib/file-parsers/doc-parser.ts
@@ -3,6 +3,7 @@ import { readFile } from 'fs/promises'
 import { createLogger } from '@sim/logger'
 import type { FileParseResult, FileParser } from '@/lib/file-parsers/types'
 import { sanitizeTextForUTF8 } from '@/lib/file-parsers/utils'
+import { assertOoxmlArchiveWithinLimits } from '@/lib/file-parsers/zip-guard'
 
 const logger = createLogger('DocParser')
 
@@ -25,12 +26,20 @@ export class DocParser implements FileParser {
     }
   }
 
+  /**
+   * A `.doc` upload is only routed here by extension — `officeparser` and
+   * `mammoth` both accept an OOXML/ZIP container regardless of its name, so the
+   * zip-bomb guard must run here exactly as it does in the docx/pptx/xlsx
+   * parsers. It no-ops for genuine legacy OLE `.doc` buffers.
+   */
   async parseBuffer(buffer: Buffer): Promise<FileParseResult> {
     try {
       if (!buffer || buffer.length === 0) {
         throw new Error('Empty buffer provided')
       }
 
+      assertOoxmlArchiveWithinLimits(buffer)
+
       try {
         const officeParser = await import('officeparser')
         const result = await officeParser.parseOfficeAsync(buffer)
diff --git a/apps/sim/lib/file-parsers/index.ts b/apps/sim/lib/file-parsers/index.ts
index 793dd0ea530..d53298cea0a 100644
--- a/apps/sim/lib/file-parsers/index.ts
+++ b/apps/sim/lib/file-parsers/index.ts
@@ -2,6 +2,7 @@ import { existsSync } from 'fs'
 import path from 'path'
 import { createLogger } from '@sim/logger'
 import type { FileParseResult, FileParser, SupportedFileType } from '@/lib/file-parsers/types'
+import { assertOoxmlArchiveWithinLimits } from '@/lib/file-parsers/zip-guard'
 
 const logger = createLogger('FileParser')
 
@@ -168,6 +169,11 @@ export async function parseFile(filePath: string): Promise<FileParseResult> {
  * @param buffer Buffer containing the file data
  * @param extension File extension without the dot (e.g., 'pdf', 'csv')
  * @returns Parsed content and metadata
+ *
+ * The zip-bomb guard runs here for every extension, not just the OOXML ones:
+ * the extension is an attacker-controlled routing hint, and the guard no-ops
+ * for buffers that are not ZIP archives. Individual parsers still call it so a
+ * direct `parser.parseBuffer` caller is covered too.
  */
 export async function parseBuffer(buffer: Buffer, extension: string): Promise<FileParseResult> {
   try {
@@ -179,6 +185,8 @@ export async function parseBuffer(buffer: Buffer, extension: string): Promise<Fi
       throw new Error('No file extension provided')
     }
 
+    assertOoxmlArchiveWithinLimits(buffer)
+
     const normalizedExtension = extension.toLowerCase()
     logger.info('Attempting to parse buffer with extension:', normalizedExtension)
 
diff --git a/apps/sim/lib/file-parsers/zip-guard.test.ts b/apps/sim/lib/file-parsers/zip-guard.test.ts
index e4aaca3f480..9c4db20609d 100644
--- a/apps/sim/lib/file-parsers/zip-guard.test.ts
+++ b/apps/sim/lib/file-parsers/zip-guard.test.ts
@@ -30,6 +30,63 @@ async function buildZip(
   })
 }
 
+const CENTRAL_DIRECTORY_HEADER_SIGNATURE = 0x02014b50
+const LOCAL_FILE_HEADER_SIGNATURE = 0x04034b50
+
+/**
+ * Rewrite every declared uncompressed size — in both the central directory and
+ * the local file headers — so the archive under-reports how much it expands to.
+ * This is the bypass a declared-size-only check cannot see. Zero-length records
+ * (JSZip emits a stored directory entry per folder) are left alone so the
+ * archive stays well-formed apart from the lie under test.
+ */
+function underDeclareSizes(source: Buffer, declared: number): Buffer {
+  const buffer = Buffer.from(source)
+  for (let offset = 0; offset + 30 <= buffer.length; offset++) {
+    const signature = buffer.readUInt32LE(offset)
+    if (signature === CENTRAL_DIRECTORY_HEADER_SIGNATURE) {
+      if (buffer.readUInt32LE(offset + 24) !== 0) {
+        buffer.writeUInt32LE(declared, offset + 24)
+      }
+    } else if (signature === LOCAL_FILE_HEADER_SIGNATURE) {
+      if (buffer.readUInt32LE(offset + 22) !== 0) {
+        buffer.writeUInt32LE(declared, offset + 22)
+      }
+    }
+  }
+  return buffer
+}
+
+/**
+ * Overwrite the compression method on every non-empty record. `where` selects
+ * which header is rewritten, so a test can make the two disagree — JSZip trusts
+ * the central method while SheetJS switches on the local one.
+ */
+function setCompressionMethod(
+  source: Buffer,
+  method: number,
+  where: 'central' | 'local' | 'both' = 'both'
+): Buffer {
+  const buffer = Buffer.from(source)
+  for (let offset = 0; offset + 46 <= buffer.length; offset++) {
+    const signature = buffer.readUInt32LE(offset)
+    if (
+      signature === CENTRAL_DIRECTORY_HEADER_SIGNATURE &&
+      buffer.readUInt32LE(offset + 24) !== 0 &&
+      where !== 'local'
+    ) {
+      buffer.writeUInt16LE(method, offset + 10)
+    } else if (
+      signature === LOCAL_FILE_HEADER_SIGNATURE &&
+      buffer.readUInt32LE(offset + 22) !== 0 &&
+      where !== 'central'
+    ) {
+      buffer.writeUInt16LE(method, offset + 8)
+    }
+  }
+  return buffer
+}
+
 describe('assertOoxmlArchiveWithinLimits', () => {
   it('accepts a well-formed archive within limits', async () => {
     const buffer = await buildZip({ 'word/document.xml': '<xml>hello world</xml>' })
@@ -108,6 +165,105 @@ describe('assertOoxmlArchiveWithinLimits', () => {
     expect(() => assertOoxmlArchiveWithinLimits(tampered)).toThrow(ZipBombError)
   })
 
+  it('rejects an archive that under-declares its uncompressed size', async () => {
+    // The declared sizes put this archive far under both limits, so only
+    // inflating it reveals that it actually expands ~200x further.
+    const honest = await buildZip({ 'word/document.xml': 'A'.repeat(200_000) })
+    const lying = underDeclareSizes(honest, 1000)
+
+    expect(() => assertOoxmlArchiveWithinLimits(lying, HIGH_LIMITS)).toThrow(ZipBombError)
+    expect(() => assertOoxmlArchiveWithinLimits(lying, HIGH_LIMITS)).toThrow(
+      /inflates beyond the 1000 bytes it declares/
+    )
+  })
+
+  it('still accepts the same archive when its declared sizes are honest', async () => {
+    const honest = await buildZip({ 'word/document.xml': 'A'.repeat(200_000) })
+    expect(() => assertOoxmlArchiveWithinLimits(honest, HIGH_LIMITS)).not.toThrow()
+  })
+
+  it('rejects a stored entry whose declared size does not match its payload', async () => {
+    const zip = new JSZip()
+    zip.file('document.xml', 'A'.repeat(50_000))
+    const stored = (await zip.generateAsync({
+      type: 'nodebuffer',
+      compression: 'STORE',
+    })) as Buffer
+
+    expect(() =>
+      assertOoxmlArchiveWithinLimits(underDeclareSizes(stored, 10), HIGH_LIMITS)
+    ).toThrow(/stored entry declares 10 bytes but holds 50000/)
+  })
+
+  it('rejects an entry using a compression method the parsers cannot read', async () => {
+    const buffer = await buildZip({ 'word/document.xml': '<xml>hello</xml>' })
+    expect(() =>
+      assertOoxmlArchiveWithinLimits(setCompressionMethod(buffer, 12), HIGH_LIMITS)
+    ).toThrow(/unsupported compression method 12/)
+  })
+
+  it('rejects an entry whose central and local compression methods disagree', async () => {
+    // Claiming STORED centrally skips the bounded inflation, while SheetJS
+    // switches on the local header and would inflate the payload anyway.
+    const honest = await buildZip({ 'xl/worksheets/sheet1.xml': 'A'.repeat(200_000) })
+    const split = setCompressionMethod(honest, 0, 'central')
+
+    expect(() => assertOoxmlArchiveWithinLimits(split, HIGH_LIMITS)).toThrow(ZipBombError)
+    expect(() => assertOoxmlArchiveWithinLimits(split, HIGH_LIMITS)).toThrow(
+      /compression method 0 centrally but 8 locally/
+    )
+  })
+
+  it('rejects an entry whose central and local declared sizes disagree', async () => {
+    const honest = await buildZip({ 'word/document.xml': 'A'.repeat(200_000) })
+    const buffer = Buffer.from(honest)
+    for (let offset = 0; offset + 30 <= buffer.length; offset++) {
+      if (
+        buffer.readUInt32LE(offset) === LOCAL_FILE_HEADER_SIGNATURE &&
+        buffer.readUInt32LE(offset + 22) !== 0
+      ) {
+        buffer.writeUInt32LE(64, offset + 22)
+      }
+    }
+
+    expect(() => assertOoxmlArchiveWithinLimits(buffer, HIGH_LIMITS)).toThrow(
+      /200000 bytes centrally but .* locally/
+    )
+  })
+
+  it('charges entries hidden behind an under-reported EOCD count against the cap', async () => {
+    // JSZip's readCentralDir loops on the record signature and keeps every
+    // entry it finds — a count mismatch is explicitly not an error there — so
+    // entries past the declared count must still be charged against the cap.
+    const buffer = await buildZip({
+      'a.xml': 'A'.repeat(60_000),
+      'b.xml': 'B'.repeat(60_000),
+      'c.xml': 'C'.repeat(60_000),
+    })
+    const eocdOffset = buffer.length - 22
+    expect(buffer.readUInt32LE(eocdOffset)).toBe(0x06054b50)
+    buffer.writeUInt16LE(1, eocdOffset + 8) // entries on this disk
+    buffer.writeUInt16LE(1, eocdOffset + 10) // total entries
+
+    expect(() =>
+      assertOoxmlArchiveWithinLimits(buffer, {
+        maxTotalUncompressedBytes: 100_000,
+        maxCompressionRatio: 10_000,
+        ratioCheckFloorBytes: 1024 * 1024 * 1024,
+      })
+    ).toThrow(/exceeds the maximum allowed/)
+  })
+
+  it('accepts a multi-entry archive whose entries all inflate to what they declare', async () => {
+    const buffer = await buildZip({
+      '[Content_Types].xml': '<?xml version="1.0"?><Types/>',
+      '_rels/.rels': '<?xml version="1.0"?><Relationships/>',
+      'word/document.xml': `<w:document>${'text '.repeat(5000)}</w:document>`,
+      'word/styles.xml': `<w:styles>${'style '.repeat(2000)}</w:styles>`,
+    })
+    expect(() => assertOoxmlArchiveWithinLimits(buffer, HIGH_LIMITS)).not.toThrow()
+  })
+
   it('no-ops for buffers that are not ZIP archives', () => {
     const plaintext = Buffer.from('this is just plain text, not a zip archive at all')
     expect(() => assertOoxmlArchiveWithinLimits(plaintext)).not.toThrow()
diff --git a/apps/sim/lib/file-parsers/zip-guard.ts b/apps/sim/lib/file-parsers/zip-guard.ts
index 07642b3740c..b2acf322cb6 100644
--- a/apps/sim/lib/file-parsers/zip-guard.ts
+++ b/apps/sim/lib/file-parsers/zip-guard.ts
@@ -1,3 +1,4 @@
+import { inflateRawSync } from 'zlib'
 import { createLogger } from '@sim/logger'
 
 const logger = createLogger('ZipBombGuard')
@@ -25,10 +26,17 @@ const ZIP64_EXTRA_FIELD_ID = 0x0001
 const EOCD_MIN_SIZE = 22
 const ZIP64_EOCD_LOCATOR_SIZE = 20
 const CENTRAL_DIRECTORY_HEADER_MIN_SIZE = 46
+const LOCAL_FILE_HEADER_MIN_SIZE = 30
 const MAX_EOCD_COMMENT_SIZE = 0xffff
 const UINT32_SENTINEL = 0xffffffff
 const UINT16_SENTINEL = 0xffff
 
+const COMPRESSION_METHOD_STORED = 0
+const COMPRESSION_METHOD_DEFLATE = 8
+
+/** General-purpose bit 3: sizes live in a trailing data descriptor, not the local header. */
+const DATA_DESCRIPTOR_FLAG = 0x0008
+
 export interface OoxmlSizeLimits {
   /** Hard ceiling on the summed declared uncompressed size of all entries. */
   maxTotalUncompressedBytes: number
@@ -138,37 +146,70 @@ function locateCentralDirectory(
   return { offset: cdOffset, entryCount }
 }
 
+interface CentralDirectoryEntry {
+  compressionMethod: number
+  compressedSize: number
+  uncompressedSize: number
+  localHeaderOffset: number
+}
+
 /**
- * Read an entry's declared uncompressed size, preferring the ZIP64 extra field
- * when the 32-bit central-directory field is saturated. The saturated 64-bit
- * values appear in the extra field in a fixed order with the uncompressed size
- * first, so it is always the leading 8 bytes of the ZIP64 field.
+ * Read an entry's sizes, method, and local-header offset, preferring the ZIP64
+ * extra field for whichever 32-bit fields are saturated. The saturated 64-bit
+ * values appear in the extra field in a fixed order — uncompressed size,
+ * compressed size, local-header offset — and only the saturated ones are
+ * present, so they must be consumed positionally rather than at fixed offsets.
  */
-function readUncompressedSize(
+function readCentralDirectoryEntry(
   buffer: Buffer,
   headerOffset: number,
   fileNameLength: number,
   extraFieldLength: number
-): number {
-  const uncompressedSize = buffer.readUInt32LE(headerOffset + 24)
-  if (uncompressedSize !== UINT32_SENTINEL) {
-    return uncompressedSize
-  }
+): CentralDirectoryEntry {
+  const compressionMethod = buffer.readUInt16LE(headerOffset + 10)
+  let compressedSize = buffer.readUInt32LE(headerOffset + 20)
+  let uncompressedSize = buffer.readUInt32LE(headerOffset + 24)
+  let localHeaderOffset = buffer.readUInt32LE(headerOffset + 42)
 
-  const extraStart = headerOffset + CENTRAL_DIRECTORY_HEADER_MIN_SIZE + fileNameLength
-  const extraEnd = extraStart + extraFieldLength
-  let cursor = extraStart
-  while (cursor + 4 <= extraEnd) {
-    const fieldId = buffer.readUInt16LE(cursor)
-    const fieldSize = buffer.readUInt16LE(cursor + 2)
-    const dataStart = cursor + 4
-    if (fieldId === ZIP64_EXTRA_FIELD_ID && dataStart + 8 <= extraEnd) {
-      return Number(buffer.readBigUInt64LE(dataStart))
+  const needsZip64 =
+    uncompressedSize === UINT32_SENTINEL ||
+    compressedSize === UINT32_SENTINEL ||
+    localHeaderOffset === UINT32_SENTINEL
+
+  if (needsZip64) {
+    const extraStart = headerOffset + CENTRAL_DIRECTORY_HEADER_MIN_SIZE + fileNameLength
+    const extraEnd = extraStart + extraFieldLength
+    let cursor = extraStart
+    while (cursor + 4 <= extraEnd) {
+      const fieldId = buffer.readUInt16LE(cursor)
+      const fieldSize = buffer.readUInt16LE(cursor + 2)
+      const dataStart = cursor + 4
+      if (fieldId === ZIP64_EXTRA_FIELD_ID) {
+        let zip64Cursor = dataStart
+        const readNext = (): number | null => {
+          if (zip64Cursor + 8 > Math.min(extraEnd, dataStart + fieldSize)) {
+            return null
+          }
+          const value = Number(buffer.readBigUInt64LE(zip64Cursor))
+          zip64Cursor += 8
+          return value
+        }
+        if (uncompressedSize === UINT32_SENTINEL) {
+          uncompressedSize = readNext() ?? uncompressedSize
+        }
+        if (compressedSize === UINT32_SENTINEL) {
+          compressedSize = readNext() ?? compressedSize
+        }
+        if (localHeaderOffset === UINT32_SENTINEL) {
+          localHeaderOffset = readNext() ?? localHeaderOffset
+        }
+        break
+      }
+      cursor = dataStart + fieldSize
     }
-    cursor = dataStart + fieldSize
   }
 
-  return uncompressedSize
+  return { compressionMethod, compressedSize, uncompressedSize, localHeaderOffset }
 }
 
 /**
@@ -176,6 +217,13 @@ function readUncompressedSize(
  * `null` when the buffer is not a parseable ZIP archive (e.g. legacy binary
  * `.xls`/`.doc`, or a misidentified plaintext file) so the caller can defer to
  * the downstream parser. Stops early once the running total exceeds the limit.
+ *
+ * Like {@link readZipCentralDirectoryStats}, this charges the CONTIGUOUS run of
+ * records rather than the EOCD's declared count. JSZip's `readCentralDir` loops
+ * on the record signature and keeps every entry it finds — a count mismatch is
+ * explicitly not an error there — so an archive that under-reports its count
+ * would otherwise hide honestly-large entries from this cap while the parser
+ * still expanded them.
  */
 function sumDeclaredUncompressedSize(buffer: Buffer, abortAboveBytes: number): number | null {
   if (buffer.length < EOCD_MIN_SIZE) {
@@ -193,30 +241,157 @@ function sumDeclaredUncompressedSize(buffer: Buffer, abortAboveBytes: number): n
   }
 
   let total = 0
+  let counted = 0
   let cursor = location.offset
-  for (let entry = 0; entry < location.entryCount; entry++) {
-    if (cursor + CENTRAL_DIRECTORY_HEADER_MIN_SIZE > buffer.length) {
-      return null
-    }
-    if (buffer.readUInt32LE(cursor) !== CENTRAL_DIRECTORY_HEADER_SIGNATURE) {
-      return null
-    }
-
+  while (
+    cursor + CENTRAL_DIRECTORY_HEADER_MIN_SIZE <= buffer.length &&
+    buffer.readUInt32LE(cursor) === CENTRAL_DIRECTORY_HEADER_SIGNATURE
+  ) {
     const fileNameLength = buffer.readUInt16LE(cursor + 28)
     const extraFieldLength = buffer.readUInt16LE(cursor + 30)
     const commentLength = buffer.readUInt16LE(cursor + 32)
 
-    total += readUncompressedSize(buffer, cursor, fileNameLength, extraFieldLength)
+    total += readCentralDirectoryEntry(
+      buffer,
+      cursor,
+      fileNameLength,
+      extraFieldLength
+    ).uncompressedSize
     if (total > abortAboveBytes) {
       return total
     }
 
+    counted += 1
     cursor += CENTRAL_DIRECTORY_HEADER_MIN_SIZE + fileNameLength + extraFieldLength + commentLength
   }
 
+  // Fewer records than the archive claims means the directory is malformed;
+  // fail closed rather than charging a partial total against the cap.
+  if (counted < location.entryCount) {
+    return null
+  }
+
   return total
 }
 
+/**
+ * A declared-size check alone is not sufficient: the central directory is
+ * attacker-controlled, so a bomb can under-report each entry's uncompressed
+ * size and sail through. The decompression libraries only notice the mismatch
+ * *after* inflating the entry in full — measured at ~560 MB resident for a
+ * 498 KB input — so the lie must be caught before they see the buffer.
+ *
+ * Each entry is therefore inflated here with `maxOutputLength` set to the size
+ * it declared. Node's zlib aborts the moment output would exceed that bound, so
+ * a lying entry costs only its declared size in memory (~0 for the bomb above)
+ * and the inflated bytes are discarded immediately. An honest archive inflates
+ * to exactly what it declared and passes, having already been bounded by
+ * {@link sumDeclaredUncompressedSize}.
+ *
+ * The central and local headers must also agree on the compression method and
+ * sizes, because the parsers disagree about which one to trust — JSZip reads
+ * the central directory, SheetJS switches on the local header — and a record
+ * that reads as STORED here but DEFLATE downstream would skip inflation
+ * verification entirely.
+ *
+ * Returns an error message when the archive is lying or is shaped in a way that
+ * cannot be verified, and `null` when every entry checks out.
+ */
+function findInflationMismatch(buffer: Buffer, location: CentralDirectoryLocation): string | null {
+  let cursor = location.offset
+  let verified = 0
+
+  // Walk the contiguous run of records rather than the EOCD's declared count —
+  // the run is what a decompression library actually allocates an entry per, so
+  // a lied-down count must not be able to hide an entry from verification.
+  while (
+    cursor + CENTRAL_DIRECTORY_HEADER_MIN_SIZE <= buffer.length &&
+    buffer.readUInt32LE(cursor) === CENTRAL_DIRECTORY_HEADER_SIGNATURE
+  ) {
+    const fileNameLength = buffer.readUInt16LE(cursor + 28)
+    const extraFieldLength = buffer.readUInt16LE(cursor + 30)
+    const commentLength = buffer.readUInt16LE(cursor + 32)
+    const { compressionMethod, compressedSize, uncompressedSize, localHeaderOffset } =
+      readCentralDirectoryEntry(buffer, cursor, fileNameLength, extraFieldLength)
+
+    if (localHeaderOffset + LOCAL_FILE_HEADER_MIN_SIZE > buffer.length) {
+      return 'entry points outside the archive'
+    }
+    if (buffer.readUInt32LE(localHeaderOffset) !== LOCAL_FILE_HEADER_SIGNATURE) {
+      return 'entry has an invalid local file header'
+    }
+
+    const dataStart =
+      localHeaderOffset +
+      LOCAL_FILE_HEADER_MIN_SIZE +
+      buffer.readUInt16LE(localHeaderOffset + 26) +
+      buffer.readUInt16LE(localHeaderOffset + 28)
+    if (dataStart > buffer.length) {
+      return 'entry data starts outside the archive'
+    }
+
+    // The two headers must agree on how the payload is encoded. JSZip trusts
+    // the central directory while SheetJS switches on the local header's
+    // method, so a record that claims STORED centrally and DEFLATE locally
+    // would skip verification here and still be inflated downstream.
+    const localFlags = buffer.readUInt16LE(localHeaderOffset + 6)
+    const localMethod = buffer.readUInt16LE(localHeaderOffset + 8)
+    if (localMethod !== compressionMethod) {
+      return `entry declares compression method ${compressionMethod} centrally but ${localMethod} locally`
+    }
+
+    // Sizes must agree too, for the same reason. They are legitimately absent
+    // from the local header when the data-descriptor flag is set, and are
+    // sentinels under ZIP64, so only compare when both are actually present.
+    const hasDataDescriptor = (localFlags & DATA_DESCRIPTOR_FLAG) !== 0
+    const localCompressedSize = buffer.readUInt32LE(localHeaderOffset + 18)
+    const localUncompressedSize = buffer.readUInt32LE(localHeaderOffset + 22)
+    if (
+      !hasDataDescriptor &&
+      localCompressedSize !== UINT32_SENTINEL &&
+      localUncompressedSize !== UINT32_SENTINEL &&
+      (localCompressedSize !== compressedSize || localUncompressedSize !== uncompressedSize)
+    ) {
+      return `entry declares ${compressedSize}/${uncompressedSize} bytes centrally but ${localCompressedSize}/${localUncompressedSize} locally`
+    }
+
+    if (compressionMethod === COMPRESSION_METHOD_STORED) {
+      // A stored entry is its own payload, so any divergence is a lie outright.
+      if (uncompressedSize !== compressedSize) {
+        return `stored entry declares ${uncompressedSize} bytes but holds ${compressedSize}`
+      }
+    } else if (compressionMethod === COMPRESSION_METHOD_DEFLATE) {
+      // The declared compressed size is untrusted too; clamp it to the buffer
+      // and let the deflate stream's own end marker terminate the read.
+      const dataEnd = Math.min(dataStart + compressedSize, buffer.length)
+      try {
+        inflateRawSync(buffer.subarray(dataStart, dataEnd), {
+          maxOutputLength: Math.max(uncompressedSize, 1),
+        })
+      } catch (error) {
+        const code = (error as NodeJS.ErrnoException).code
+        if (code === 'ERR_BUFFER_TOO_LARGE') {
+          return `entry inflates beyond the ${uncompressedSize} bytes it declares`
+        }
+        // A stream the guard cannot inflate is one the parser cannot read
+        // either; treat it as unverifiable rather than assuming it is safe.
+        return `entry could not be inflated for verification (${code ?? 'unknown error'})`
+      }
+    } else {
+      return `entry uses unsupported compression method ${compressionMethod}`
+    }
+
+    verified += 1
+    cursor += CENTRAL_DIRECTORY_HEADER_MIN_SIZE + fileNameLength + extraFieldLength + commentLength
+  }
+
+  if (verified < location.entryCount) {
+    return `central directory declares ${location.entryCount} entries but only ${verified} could be verified`
+  }
+
+  return null
+}
+
 /** Parse-time shape of a ZIP central directory, read without decompressing anything. */
 export interface ZipCentralDirectoryStats {
   /** Records in the contiguous central-directory run — what a per-signature parser allocates. */
@@ -276,14 +451,21 @@ export function readZipCentralDirectoryStats(buffer: Buffer): ZipCentralDirector
 }
 
 /**
- * Reject an OOXML archive whose declared expanded size or compression ratio
- * exceeds safe bounds, before any decompression library materializes it.
+ * Reject an OOXML archive whose expanded size or compression ratio exceeds safe
+ * bounds, before any decompression library materializes it.
+ *
+ * Runs in two stages. The declared sizes in the central directory are checked
+ * first, which costs nothing and rejects a straightforward bomb outright. Those
+ * sizes are attacker-controlled, so every entry is then inflated under a
+ * `maxOutputLength` bound equal to what it declared — see
+ * {@link findInflationMismatch} — which catches an archive that under-reports
+ * its way past the first stage.
  *
- * Fails closed: a ZIP-shaped buffer whose central directory cannot be parsed is
- * rejected rather than passed through, so a malformed archive that a downstream
- * library still inflates cannot bypass the guard. Genuinely non-ZIP inputs
- * (legacy OLE `.xls`/`.doc`, misidentified plaintext) no-op and defer to the
- * downstream parser's own validation and fallbacks.
+ * Fails closed: a ZIP-shaped buffer whose central directory cannot be parsed,
+ * or whose entries cannot be verified, is rejected rather than passed through,
+ * so a malformed archive that a downstream library still inflates cannot bypass
+ * the guard. Genuinely non-ZIP inputs (legacy OLE `.xls`/`.doc`, misidentified
+ * plaintext) no-op and defer to the downstream parser's own validation.
  */
 export function assertOoxmlArchiveWithinLimits(
   buffer: Buffer,
@@ -325,4 +507,25 @@ export function assertOoxmlArchiveWithinLimits(
       `Compression ratio (${ratio.toFixed(1)}x) exceeds the maximum allowed ${limits.maxCompressionRatio}x`
     )
   }
+
+  const eocdOffset = findEocdOffset(buffer)
+  const location = eocdOffset < 0 ? null : locateCentralDirectory(buffer, eocdOffset)
+  if (!location) {
+    logger.warn('Rejected ZIP-shaped archive: central directory could not be re-read', {
+      compressedBytes: buffer.length,
+    })
+    throw new ZipBombError(
+      'Unable to inspect ZIP central directory; refusing to parse an unverifiable ZIP-shaped archive'
+    )
+  }
+
+  const mismatch = findInflationMismatch(buffer, location)
+  if (mismatch) {
+    logger.warn('Rejected OOXML archive: declared sizes do not match actual contents', {
+      reason: mismatch,
+      declaredTotalUncompressed: totalUncompressed,
+      compressedBytes: buffer.length,
+    })
+    throw new ZipBombError(`Archive contents do not match declared sizes: ${mismatch}`)
+  }
 }

From e5d2f7d80ac080543c7fa613bb31b85d4594ecc8 Mon Sep 17 00:00:00 2001
From: Waleed <walif6@gmail.com>
Date: Sat, 1 Aug 2026 17:51:10 -0700
Subject: [PATCH 18/30] fix(realtime): stop read-only members persisting block
 positions (#6174)
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

* fix(realtime): stop read-only members persisting block positions

The socket operation ACL granted the `read` role block.updatePosition and
blocks.batchUpdatePositions on the premise that they were ephemeral cursor
sync. They are not: both are followed by persistWorkflowOperation, which
UPDATEs workflow_blocks.positionX/positionY and bumps workflow.updatedAt. A
member holding only `read` on a workspace could therefore permanently rewrite
the coordinates of every block of every workflow in it — a write across the
read/write boundary.

Live cursors ride their own `cursor-update` event, and the smooth-drag
broadcast is the UNCOMMITTED position path, which returns before persisting and
never consults the role table — so the read role needs no grant at all.

* test(realtime): assert the role ACL against production, not a fixture

The shared ROLE_ALLOWED_OPERATIONS fixture still listed the two position
operations for the read role, and three tests compared that fixture against
itself — so they certified whatever it said, including the grants this PR
removes. They now assert checkRolePermission over the protocol's complete
operation list (the fixture's copy omits subblock/variable/admin-only ops), plus
one test that pins the fixture to the production ACL so the two cannot drift
apart again.
---
 apps/realtime/src/handlers/operations.test.ts | 181 ++++++++++++++++++
 .../src/middleware/permissions.test.ts        | 100 ++++++----
 apps/realtime/src/middleware/permissions.ts   |  24 ++-
 .../src/factories/permission.factory.ts       |   9 +-
 4 files changed, 269 insertions(+), 45 deletions(-)
 create mode 100644 apps/realtime/src/handlers/operations.test.ts

diff --git a/apps/realtime/src/handlers/operations.test.ts b/apps/realtime/src/handlers/operations.test.ts
new file mode 100644
index 00000000000..a386a81b677
--- /dev/null
+++ b/apps/realtime/src/handlers/operations.test.ts
@@ -0,0 +1,181 @@
+/**
+ * @vitest-environment node
+ *
+ * End-to-end guard for the socket operation ACL: the security boundary is not the
+ * role table on its own but whether a role reaches `persistWorkflowOperation`.
+ * These tests drive the real handler with the real permission middleware (only the
+ * database and the workspace authorizer are mocked) and assert on the persist call,
+ * because that is what durably rewrites `workflow_blocks`.
+ */
+import { beforeEach, describe, expect, it, vi } from 'vitest'
+import type { IRoomManager } from '@/rooms'
+
+const { mockAuthorizeWorkflow, mockPersist, mockAssertMutable } = vi.hoisted(() => ({
+  mockAuthorizeWorkflow: vi.fn(),
+  mockPersist: vi.fn(),
+  mockAssertMutable: vi.fn(),
+}))
+
+vi.mock('@sim/platform-authz/workflow', () => ({
+  authorizeWorkflowByWorkspacePermission: mockAuthorizeWorkflow,
+  assertWorkflowMutable: mockAssertMutable,
+  WorkflowLockedError: class WorkflowLockedError extends Error {},
+}))
+
+vi.mock('@/database/operations', () => ({
+  persistWorkflowOperation: mockPersist,
+}))
+
+import { setupOperationsHandlers } from '@/handlers/operations'
+
+const WORKFLOW_ID = 'wf-acl'
+const BLOCK_ID = 'block-1'
+
+type Handler = (payload: unknown) => Promise<void> | void
+
+function createSocket(id: string) {
+  const handlers: Record<string, Handler> = {}
+  const toEmit = vi.fn()
+  const socket = {
+    id,
+    userId: `user-${id}`,
+    userName: 'Test User',
+    on: vi.fn((event: string, handler: Handler) => {
+      handlers[event] = handler
+    }),
+    emit: vi.fn(),
+    to: vi.fn().mockReturnValue({ emit: toEmit }),
+  }
+  return { socket, handlers, toEmit }
+}
+
+function createRoomManager(socketId: string, role: string): IRoomManager {
+  return {
+    isReady: () => true,
+    getRoomForSocket: vi.fn().mockResolvedValue({ type: 'workflow', id: WORKFLOW_ID }),
+    getUserSession: vi
+      .fn()
+      .mockResolvedValue({ userId: `user-${socketId}`, userName: 'Test User' }),
+    hasRoom: vi.fn().mockResolvedValue(true),
+    getRoomUsers: vi.fn().mockResolvedValue([{ socketId, userId: `user-${socketId}`, role }]),
+    updateUserActivity: vi.fn().mockResolvedValue(undefined),
+    updateRoomLastModified: vi.fn().mockResolvedValue(undefined),
+  } as unknown as IRoomManager
+}
+
+/** A committed single-block move — the form that writes `workflow_blocks`. */
+function committedPositionUpdate() {
+  return {
+    operationId: 'op-1',
+    operation: 'update-position',
+    target: 'block',
+    timestamp: Date.now(),
+    payload: { id: BLOCK_ID, position: { x: 999_999, y: 999_999 }, commit: true },
+  }
+}
+
+/** The batch form, which persists with no `commit` flag at all. */
+function batchPositionUpdate() {
+  return {
+    operationId: 'op-2',
+    operation: 'batch-update-positions',
+    target: 'blocks',
+    timestamp: Date.now(),
+    payload: { updates: [{ id: BLOCK_ID, position: { x: 1, y: 2 } }] },
+  }
+}
+
+function setup(id: string, role: string) {
+  const { socket, handlers, toEmit } = createSocket(id)
+  setupOperationsHandlers(
+    socket as unknown as Parameters<typeof setupOperationsHandlers>[0],
+    createRoomManager(id, role)
+  )
+  return { socket, handlers, toEmit }
+}
+
+describe('workflow operation ACL', () => {
+  beforeEach(() => {
+    vi.clearAllMocks()
+    mockAssertMutable.mockResolvedValue(undefined)
+    mockPersist.mockResolvedValue(undefined)
+  })
+
+  describe('read-only member', () => {
+    beforeEach(() => {
+      mockAuthorizeWorkflow.mockResolvedValue({ allowed: true, workspacePermission: 'read' })
+    })
+
+    it('cannot persist a committed block position', async () => {
+      // Unique socket id per test: the permission cache is module-global and keyed
+      // by (user, workflow), so sharing a user across roles would hit a warm entry.
+      const { socket, handlers } = setup('sock-read-1', 'read')
+
+      await handlers['workflow-operation'](committedPositionUpdate())
+
+      expect(mockPersist).not.toHaveBeenCalled()
+      expect(socket.emit).toHaveBeenCalledWith(
+        'operation-forbidden',
+        expect.objectContaining({ type: 'INSUFFICIENT_PERMISSIONS' })
+      )
+    })
+
+    it('cannot persist a batch position update', async () => {
+      const { socket, handlers } = setup('sock-read-2', 'read')
+
+      await handlers['workflow-operation'](batchPositionUpdate())
+
+      expect(mockPersist).not.toHaveBeenCalled()
+      expect(socket.emit).toHaveBeenCalledWith(
+        'operation-forbidden',
+        expect.objectContaining({ type: 'INSUFFICIENT_PERMISSIONS' })
+      )
+    })
+
+    it('still relays an UNCOMMITTED position update without persisting it', async () => {
+      // The smooth-drag broadcast is deliberately ungated (it never persists), and
+      // tightening the ACL must not turn it into an error.
+      const { socket, handlers, toEmit } = setup('sock-read-3', 'read')
+
+      await handlers['workflow-operation']({
+        ...committedPositionUpdate(),
+        payload: { id: BLOCK_ID, position: { x: 5, y: 6 }, commit: false },
+      })
+
+      expect(mockPersist).not.toHaveBeenCalled()
+      expect(toEmit).toHaveBeenCalledWith('workflow-operation', expect.anything())
+      expect(socket.emit).not.toHaveBeenCalledWith(
+        'operation-forbidden',
+        expect.objectContaining({ type: 'INSUFFICIENT_PERMISSIONS' })
+      )
+    })
+  })
+
+  describe('write member (positive control)', () => {
+    beforeEach(() => {
+      mockAuthorizeWorkflow.mockResolvedValue({ allowed: true, workspacePermission: 'write' })
+    })
+
+    it('persists a committed block position', async () => {
+      const { handlers } = setup('sock-write-1', 'write')
+
+      await handlers['workflow-operation'](committedPositionUpdate())
+
+      expect(mockPersist).toHaveBeenCalledWith(
+        WORKFLOW_ID,
+        expect.objectContaining({ operation: 'update-position' })
+      )
+    })
+
+    it('persists a batch position update', async () => {
+      const { handlers } = setup('sock-write-2', 'write')
+
+      await handlers['workflow-operation'](batchPositionUpdate())
+
+      expect(mockPersist).toHaveBeenCalledWith(
+        WORKFLOW_ID,
+        expect.objectContaining({ operation: 'batch-update-positions' })
+      )
+    })
+  })
+})
diff --git a/apps/realtime/src/middleware/permissions.test.ts b/apps/realtime/src/middleware/permissions.test.ts
index 130b1a262a2..c109259f390 100644
--- a/apps/realtime/src/middleware/permissions.test.ts
+++ b/apps/realtime/src/middleware/permissions.test.ts
@@ -7,6 +7,7 @@
  * - Edge cases and invalid inputs
  */
 
+import { ALL_SOCKET_OPERATIONS } from '@sim/realtime-protocol/constants'
 import {
   expectPermissionAllowed,
   expectPermissionDenied,
@@ -116,9 +117,10 @@ describe('checkRolePermission', () => {
   })
 
   describe('read role', () => {
-    it('should only allow update-position for read role', () => {
+    it('should deny update-position for read role (it persists block coordinates)', () => {
       const result = checkRolePermission('read', 'update-position')
-      expectPermissionAllowed(result)
+      expectPermissionDenied(result, 'read')
+      expectPermissionDenied(result, 'update-position')
     })
 
     it('should deny batch-add-blocks operation for read role', () => {
@@ -137,9 +139,10 @@ describe('checkRolePermission', () => {
       expectPermissionDenied(result, 'read')
     })
 
-    it('should allow batch-update-positions operation for read role', () => {
+    it('should deny batch-update-positions for read role (it persists block coordinates)', () => {
       const result = checkRolePermission('read', 'batch-update-positions')
-      expectPermissionAllowed(result)
+      expectPermissionDenied(result, 'read')
+      expectPermissionDenied(result, 'batch-update-positions')
     })
 
     it('should deny replace-state operation for read role', () => {
@@ -157,11 +160,11 @@ describe('checkRolePermission', () => {
       expectPermissionDenied(result, 'read')
     })
 
-    it('should deny all write operations for read role', () => {
-      const readAllowedOps = ['update-position', 'batch-update-positions']
-      const writeOperations = SOCKET_OPERATIONS.filter((op) => !readAllowedOps.includes(op))
-
-      for (const operation of writeOperations) {
+    it('grants the read role NO operation at all', () => {
+      // Every operation reaching this gate is persisted, so a read-only member must
+      // hold none of them — including the position updates that used to be granted
+      // here on the mistaken premise that they were ephemeral cursor sync.
+      for (const operation of ALL_SOCKET_OPERATIONS) {
         const result = checkRolePermission('read', operation)
         expect(result.allowed).toBe(false)
         expect(result.reason).toContain('read')
@@ -209,28 +212,42 @@ describe('checkRolePermission', () => {
   })
 
   describe('permission hierarchy verification', () => {
-    it('should verify admin has same permissions as write', () => {
-      const adminOps = ROLE_ALLOWED_OPERATIONS.admin
-      const writeOps = ROLE_ALLOWED_OPERATIONS.write
-
-      // Admin and write should have same operations
-      expect(adminOps).toEqual(writeOps)
-    })
-
-    it('should verify read is a subset of write permissions', () => {
-      const readOps = ROLE_ALLOWED_OPERATIONS.read
-      const writeOps = ROLE_ALLOWED_OPERATIONS.write
-
-      for (const op of readOps) {
-        expect(writeOps).toContain(op)
+    // These assert the PRODUCTION ACL over the protocol's complete operation list.
+    // They used to compare the shared test fixture against itself, which certified
+    // whatever the fixture said — including, for a while, the read-role grants that
+    // let a read-only member persist block positions.
+
+    it('grants admin everything write has, plus the admin-only operations', () => {
+      for (const operation of ALL_SOCKET_OPERATIONS) {
+        if (checkRolePermission('write', operation).allowed) {
+          expect(checkRolePermission('admin', operation).allowed).toBe(true)
+        }
+      }
+      // Strictly greater: at least one operation admin holds and write does not.
+      const adminOnly = ALL_SOCKET_OPERATIONS.filter(
+        (operation) =>
+          checkRolePermission('admin', operation).allowed &&
+          !checkRolePermission('write', operation).allowed
+      )
+      expect(adminOnly.length).toBeGreaterThan(0)
+    })
+
+    it('grants read nothing, so it is trivially a subset of write', () => {
+      const readAllowed = ALL_SOCKET_OPERATIONS.filter(
+        (operation) => checkRolePermission('read', operation).allowed
+      )
+      expect(readAllowed).toEqual([])
+    })
+
+    it('keeps the shared fixture in step with the production ACL', () => {
+      // The fixture is a convenience mirror; drift between it and the real table is
+      // what made the stale read grants look intentional.
+      for (const operation of ALL_SOCKET_OPERATIONS) {
+        const fixtureAllows = ROLE_ALLOWED_OPERATIONS.read.includes(
+          operation as (typeof ROLE_ALLOWED_OPERATIONS.read)[number]
+        )
+        expect(fixtureAllows).toBe(checkRolePermission('read', operation).allowed)
       }
-    })
-
-    it('should verify read has minimal permissions', () => {
-      const readOps = ROLE_ALLOWED_OPERATIONS.read
-      expect(readOps).toHaveLength(2)
-      expect(readOps).toContain('update-position')
-      expect(readOps).toContain('batch-update-positions')
     })
   })
 
@@ -244,7 +261,7 @@ describe('checkRolePermission', () => {
         readAllowed: false,
       },
       { operation: 'update', adminAllowed: true, writeAllowed: true, readAllowed: false },
-      { operation: 'update-position', adminAllowed: true, writeAllowed: true, readAllowed: true },
+      { operation: 'update-position', adminAllowed: true, writeAllowed: true, readAllowed: false },
       { operation: 'update-name', adminAllowed: true, writeAllowed: true, readAllowed: false },
       { operation: 'toggle-enabled', adminAllowed: true, writeAllowed: true, readAllowed: false },
       { operation: 'update-parent', adminAllowed: true, writeAllowed: true, readAllowed: false },
@@ -265,7 +282,7 @@ describe('checkRolePermission', () => {
         operation: 'batch-update-positions',
         adminAllowed: true,
         writeAllowed: true,
-        readAllowed: true,
+        readAllowed: false,
       },
       { operation: 'replace-state', adminAllowed: true, writeAllowed: true, readAllowed: false },
     ]
@@ -337,21 +354,32 @@ describe('checkWorkflowOperationPermission', () => {
     expect(result.reason).toMatch(/revoked/i)
   })
 
-  it('denies writes after a downgrade to read but still allows position updates', async () => {
+  it('denies every persisted operation after a downgrade to read, positions included', async () => {
     mockAuthorize.mockResolvedValue({ allowed: true, workspacePermission: 'read' })
 
     const denied = await checkWorkflowOperationPermission(userId, workflowId, 'update', 'write')
     expect(denied.allowed).toBe(false)
     expect(denied.role).toBe('read')
 
-    const allowed = await checkWorkflowOperationPermission(
+    // A committed position update writes workflow_blocks, so a downgraded member
+    // loses it too — this used to be allowed and was the escalation path.
+    const position = await checkWorkflowOperationPermission(
       userId,
       workflowId,
       'update-position',
       'write'
     )
-    expect(allowed.allowed).toBe(true)
-    expect(allowed.role).toBe('read')
+    expect(position.allowed).toBe(false)
+    expect(position.role).toBe('read')
+
+    const batch = await checkWorkflowOperationPermission(
+      userId,
+      workflowId,
+      'batch-update-positions',
+      'write'
+    )
+    expect(batch.allowed).toBe(false)
+    expect(batch.role).toBe('read')
   })
 
   it('caches the role within the TTL to avoid a DB read on every operation', async () => {
diff --git a/apps/realtime/src/middleware/permissions.ts b/apps/realtime/src/middleware/permissions.ts
index 7d88ed4b865..69892a590a6 100644
--- a/apps/realtime/src/middleware/permissions.ts
+++ b/apps/realtime/src/middleware/permissions.ts
@@ -56,17 +56,25 @@ const WRITE_OPERATIONS: string[] = [
   WORKFLOW_OPERATIONS.REPLACE_STATE,
 ]
 
-// Read role can only update positions (for cursor sync, etc.)
-const READ_OPERATIONS: string[] = [
-  BLOCK_OPERATIONS.UPDATE_POSITION,
-  BLOCKS_OPERATIONS.BATCH_UPDATE_POSITIONS,
-]
-
-// Define operation permissions based on role
+/**
+ * Operation permissions by role.
+ *
+ * `read` grants NOTHING. Every operation that reaches this gate is durably
+ * persisted — `handlers/operations.ts` follows an allowed check with
+ * `persistWorkflowOperation`, which writes `workflow_blocks` / `workflow` rows —
+ * so granting a read-only member any entry here is a write, not a read.
+ *
+ * This previously listed `updatePosition` + `batchUpdatePositions` as readable
+ * "for cursor sync", which they are not: live cursors ride their own
+ * `cursor-update` event (`handlers/presence.ts`), and the smooth-drag broadcast
+ * is the UNCOMMITTED position path, which returns before persisting and never
+ * consults this table at all. The only thing the grant actually enabled was a
+ * read-only collaborator permanently rewriting block coordinates.
+ */
 const ROLE_PERMISSIONS: Record<string, string[]> = {
   admin: [...ADMIN_ONLY_OPERATIONS, ...WRITE_OPERATIONS],
   write: WRITE_OPERATIONS,
-  read: READ_OPERATIONS,
+  read: [],
 }
 
 // Check if a role allows a specific operation (no DB query, pure logic)
diff --git a/packages/testing/src/factories/permission.factory.ts b/packages/testing/src/factories/permission.factory.ts
index 78de7f85f8a..0ea5ea8c397 100644
--- a/packages/testing/src/factories/permission.factory.ts
+++ b/packages/testing/src/factories/permission.factory.ts
@@ -307,11 +307,18 @@ export type SocketOperation = (typeof SOCKET_OPERATIONS)[number]
 
 /**
  * Operations allowed for each role.
+ *
+ * A convenience mirror for fixtures — NOT the authority. The real ACL lives in
+ * `apps/realtime/src/middleware/permissions.ts`; assert against
+ * `checkRolePermission` rather than this table, or a drift between the two turns
+ * into a test that certifies whatever the fixture happens to say. (`read` listed
+ * the two position operations here while production had already granted them for
+ * real; both are persisted writes and neither role should hold them.)
  */
 export const ROLE_ALLOWED_OPERATIONS: Record<PermissionType, readonly SocketOperation[]> = {
   admin: SOCKET_OPERATIONS,
   write: SOCKET_OPERATIONS,
-  read: [BLOCK_OPERATIONS.UPDATE_POSITION, BLOCKS_OPERATIONS.BATCH_UPDATE_POSITIONS],
+  read: [],
 }
 
 /**

From 51dd0df4caca5848e076272c9f22c6caf336b8ef Mon Sep 17 00:00:00 2001
From: Waleed <walif6@gmail.com>
Date: Sat, 1 Aug 2026 17:53:01 -0700
Subject: [PATCH 19/30] fix(files): authorize presigned upload contexts per
 type (#6175)
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

The batch presign endpoint validated its type param against the shared
seven-value upload enum while only authorizing knowledge-base, so any
authenticated user could mint an S3 presigned PUT into workspace-logos,
profile-pictures, execution, mothership, chat and copilot prefixes —
objects that are then served unauthenticated from the app origin with a
one-year public cache. The single presign endpoint had the same gap for
chat, which has no authorization predicate and no client.

- Batch presign now accepts only knowledge-base, and always requires a
  workspaceId the caller has write/admin on before anything is minted
- Single presign drops chat from its accepted contexts; every remaining
  context has a per-context predicate
- Both allowlists live in the contract module so the enforced enum and
  the documented one cannot drift apart again
---
 .../api/files/presigned/batch/route.test.ts   | 189 ++++++++++++++++
 .../app/api/files/presigned/batch/route.ts    |  95 ++++----
 .../sim/app/api/files/presigned/route.test.ts | 204 +++++++++++-------
 apps/sim/app/api/files/presigned/route.ts     |  38 ++--
 .../sim/lib/api/contracts/storage-transfer.ts |  29 ++-
 5 files changed, 395 insertions(+), 160 deletions(-)
 create mode 100644 apps/sim/app/api/files/presigned/batch/route.test.ts

diff --git a/apps/sim/app/api/files/presigned/batch/route.test.ts b/apps/sim/app/api/files/presigned/batch/route.test.ts
new file mode 100644
index 00000000000..988fae9cce4
--- /dev/null
+++ b/apps/sim/app/api/files/presigned/batch/route.test.ts
@@ -0,0 +1,189 @@
+/**
+ * Tests for the batch presigned upload API route
+ *
+ * @vitest-environment node
+ */
+
+import { authMockFns, storageServiceMock, storageServiceMockFns } from '@sim/testing'
+import { NextRequest } from 'next/server'
+import { beforeEach, describe, expect, it, vi } from 'vitest'
+
+const {
+  mockValidateFileType,
+  mockGetUserEntityPermissions,
+  mockRecordKnowledgeBaseFileOwnershipMany,
+} = vi.hoisted(() => ({
+  mockValidateFileType: vi.fn().mockReturnValue(null),
+  mockGetUserEntityPermissions: vi.fn().mockResolvedValue('write'),
+  mockRecordKnowledgeBaseFileOwnershipMany: vi.fn().mockResolvedValue(undefined),
+}))
+
+vi.mock('@/lib/uploads/config', () => ({
+  getServeStoragePrefix: () => 's3',
+}))
+
+vi.mock('@/lib/uploads/core/storage-service', () => storageServiceMock)
+
+vi.mock('@/lib/uploads/utils/validation', () => ({
+  validateFileType: mockValidateFileType,
+  SUPPORTED_ARCHIVE_EXTENSIONS: ['zip'] as const,
+}))
+
+vi.mock('@/lib/workspaces/permissions/utils', () => ({
+  getUserEntityPermissions: mockGetUserEntityPermissions,
+}))
+
+vi.mock('@/lib/uploads/server/metadata', () => ({
+  recordKnowledgeBaseFileOwnershipMany: mockRecordKnowledgeBaseFileOwnershipMany,
+}))
+
+import { POST } from '@/app/api/files/presigned/batch/route'
+
+const KB_QUERY = 'type=knowledge-base&workspaceId=ws-1'
+
+const buildRequest = (query: string, files?: unknown) =>
+  new NextRequest(`http://localhost:3000/api/files/presigned/batch?${query}`, {
+    method: 'POST',
+    body: JSON.stringify({
+      files: files ?? [{ fileName: 'doc.pdf', contentType: 'application/pdf', fileSize: 1024 }],
+    }),
+  })
+
+describe('/api/files/presigned/batch', () => {
+  beforeEach(() => {
+    vi.clearAllMocks()
+    authMockFns.mockGetSession.mockResolvedValue({ user: { id: 'user-1' } })
+    mockValidateFileType.mockReturnValue(null)
+    mockGetUserEntityPermissions.mockResolvedValue('write')
+    mockRecordKnowledgeBaseFileOwnershipMany.mockResolvedValue(undefined)
+    storageServiceMockFns.mockHasCloudStorage.mockReturnValue(true)
+    storageServiceMockFns.mockGenerateBatchPresignedUploadUrls.mockImplementation(
+      async (files: Array<{ fileName: string }>, context: string) =>
+        files.map((file) => ({
+          url: `https://example.com/${context}/${file.fileName}`,
+          key: `${context}/${file.fileName}`,
+        }))
+    )
+  })
+
+  it('returns 401 when the caller has no session', async () => {
+    authMockFns.mockGetSession.mockResolvedValue(null)
+
+    const response = await POST(buildRequest(KB_QUERY))
+
+    expect(response.status).toBe(401)
+    expect(storageServiceMockFns.mockGenerateBatchPresignedUploadUrls).not.toHaveBeenCalled()
+  })
+
+  it.each([
+    'workspace-logos',
+    'profile-pictures',
+    'execution',
+    'mothership',
+    'chat',
+    'copilot',
+    'workspace',
+  ])('refuses to presign the %s context', async (type) => {
+    const response = await POST(buildRequest(`type=${type}&workspaceId=ws-1`))
+    const data = await response.json()
+
+    expect(response.status).toBe(400)
+    expect(data.error).toContain('Invalid type parameter')
+    expect(storageServiceMockFns.mockGenerateBatchPresignedUploadUrls).not.toHaveBeenCalled()
+  })
+
+  it('returns 400 when type is missing', async () => {
+    const response = await POST(buildRequest('workspaceId=ws-1'))
+
+    expect(response.status).toBe(400)
+    expect(storageServiceMockFns.mockGenerateBatchPresignedUploadUrls).not.toHaveBeenCalled()
+  })
+
+  it('returns 400 when workspaceId is missing', async () => {
+    const response = await POST(buildRequest('type=knowledge-base'))
+    const data = await response.json()
+
+    expect(response.status).toBe(400)
+    expect(data.error).toContain('workspaceId')
+    expect(mockGetUserEntityPermissions).not.toHaveBeenCalled()
+    expect(storageServiceMockFns.mockGenerateBatchPresignedUploadUrls).not.toHaveBeenCalled()
+  })
+
+  it.each([['read'], [null]])(
+    'returns 403 when the caller has %s access to the workspace',
+    async (permission) => {
+      mockGetUserEntityPermissions.mockResolvedValue(permission)
+
+      const response = await POST(buildRequest(KB_QUERY))
+
+      expect(response.status).toBe(403)
+      expect(storageServiceMockFns.mockGenerateBatchPresignedUploadUrls).not.toHaveBeenCalled()
+    }
+  )
+
+  it('authorizes the workspace before returning the local-storage fallback', async () => {
+    storageServiceMockFns.mockHasCloudStorage.mockReturnValue(false)
+    mockGetUserEntityPermissions.mockResolvedValue('read')
+
+    const response = await POST(buildRequest(KB_QUERY))
+
+    expect(response.status).toBe(403)
+  })
+
+  it('rejects unsupported file types before minting any URL', async () => {
+    mockValidateFileType.mockReturnValue({
+      code: 'UNSUPPORTED_FILE_TYPE',
+      message: 'Unsupported file type: html.',
+      supportedTypes: ['pdf'],
+    })
+
+    const response = await POST(
+      buildRequest(KB_QUERY, [{ fileName: 'poc.html', contentType: 'text/html', fileSize: 41 }])
+    )
+    const data = await response.json()
+
+    expect(response.status).toBe(400)
+    expect(data.code).toBe('UNSUPPORTED_FILE_TYPE')
+    expect(storageServiceMockFns.mockGenerateBatchPresignedUploadUrls).not.toHaveBeenCalled()
+  })
+
+  it('mints knowledge-base URLs and records workspace ownership for a permitted caller', async () => {
+    const response = await POST(buildRequest(KB_QUERY))
+    const data = await response.json()
+
+    expect(response.status).toBe(200)
+    expect(mockGetUserEntityPermissions).toHaveBeenCalledWith('user-1', 'workspace', 'ws-1')
+    expect(storageServiceMockFns.mockGenerateBatchPresignedUploadUrls).toHaveBeenCalledWith(
+      [{ fileName: 'doc.pdf', contentType: 'application/pdf', fileSize: 1024 }],
+      'knowledge-base',
+      'user-1',
+      3600
+    )
+    expect(data.files).toHaveLength(1)
+    expect(data.files[0].fileInfo.key).toBe('knowledge-base/doc.pdf')
+    expect(data.files[0].fileInfo.path).toContain('?context=knowledge-base')
+    expect(data.directUploadSupported).toBe(true)
+    expect(mockRecordKnowledgeBaseFileOwnershipMany).toHaveBeenCalledWith([
+      {
+        key: 'knowledge-base/doc.pdf',
+        userId: 'user-1',
+        workspaceId: 'ws-1',
+        originalName: 'doc.pdf',
+        contentType: 'application/pdf',
+        size: 1024,
+      },
+    ])
+  })
+
+  it('returns the fallback response when cloud storage is not configured', async () => {
+    storageServiceMockFns.mockHasCloudStorage.mockReturnValue(false)
+
+    const response = await POST(buildRequest(KB_QUERY))
+    const data = await response.json()
+
+    expect(response.status).toBe(200)
+    expect(data.directUploadSupported).toBe(false)
+    expect(data.files[0].presignedUrl).toBe('')
+    expect(storageServiceMockFns.mockGenerateBatchPresignedUploadUrls).not.toHaveBeenCalled()
+  })
+})
diff --git a/apps/sim/app/api/files/presigned/batch/route.ts b/apps/sim/app/api/files/presigned/batch/route.ts
index 85dfb85ec08..226fdc9ed87 100644
--- a/apps/sim/app/api/files/presigned/batch/route.ts
+++ b/apps/sim/app/api/files/presigned/batch/route.ts
@@ -2,12 +2,12 @@ import { createLogger } from '@sim/logger'
 import { type NextRequest, NextResponse } from 'next/server'
 import {
   batchPresignedUploadBodyContract,
-  uploadTypeSchema,
+  batchPresignedUploadTypeSchema,
+  batchPresignedUploadTypes,
 } from '@/lib/api/contracts/storage-transfer'
 import { getValidationErrorMessage, parseRequest } from '@/lib/api/server'
 import { getSession } from '@/lib/auth'
 import { withRouteHandler } from '@/lib/core/utils/with-route-handler'
-import type { StorageContext } from '@/lib/uploads/config'
 import { getServeStoragePrefix } from '@/lib/uploads/config'
 import {
   generateBatchPresignedUploadUrls,
@@ -20,8 +20,13 @@ import { createErrorResponse } from '@/app/api/files/utils'
 
 const logger = createLogger('BatchPresignedUploadAPI')
 
-const VALID_UPLOAD_TYPES = ['knowledge-base', 'chat', 'copilot', 'profile-pictures'] as const
-
+/**
+ * Mints presigned upload URLs for knowledge-base ingest, the only context this
+ * endpoint can authorize. Every request must name a workspace the caller has
+ * write access to; other storage contexts are rejected rather than presigned,
+ * because a presigned PUT is a write grant into a bucket served from a trusted
+ * origin.
+ */
 export const POST = withRouteHandler(async (request: NextRequest) => {
   try {
     const session = await getSession()
@@ -52,59 +57,46 @@ export const POST = withRouteHandler(async (request: NextRequest) => {
       return NextResponse.json({ error: 'type query parameter is required' }, { status: 400 })
     }
 
-    const uploadTypeResult = uploadTypeSchema.safeParse(uploadTypeParam)
+    const uploadTypeResult = batchPresignedUploadTypeSchema.safeParse(uploadTypeParam)
     if (!uploadTypeResult.success) {
       return NextResponse.json(
-        { error: `Invalid type parameter. Must be one of: ${VALID_UPLOAD_TYPES.join(', ')}` },
+        {
+          error: `Invalid type parameter. Must be one of: ${batchPresignedUploadTypes.join(', ')}`,
+        },
         { status: 400 }
       )
     }
 
-    const uploadType = uploadTypeResult.data as StorageContext
-
+    const uploadType = uploadTypeResult.data
     const sessionUserId = session.user.id
 
-    let knowledgeBaseWorkspaceId: string | null = null
-    if (uploadType === 'knowledge-base') {
-      for (const file of files) {
-        const fileValidationError = validateFileType(file.fileName, file.contentType)
-        if (fileValidationError) {
-          return NextResponse.json(
-            {
-              error: fileValidationError.message,
-              code: fileValidationError.code,
-              supportedTypes: fileValidationError.supportedTypes,
-            },
-            { status: 400 }
-          )
-        }
-      }
-
-      knowledgeBaseWorkspaceId = request.nextUrl.searchParams.get('workspaceId')
-      if (!knowledgeBaseWorkspaceId?.trim()) {
+    for (const file of files) {
+      const fileValidationError = validateFileType(file.fileName, file.contentType)
+      if (fileValidationError) {
         return NextResponse.json(
-          { error: 'workspaceId query parameter is required for knowledge-base uploads' },
+          {
+            error: fileValidationError.message,
+            code: fileValidationError.code,
+            supportedTypes: fileValidationError.supportedTypes,
+          },
           { status: 400 }
         )
       }
+    }
 
-      const permission = await getUserEntityPermissions(
-        sessionUserId,
-        'workspace',
-        knowledgeBaseWorkspaceId
+    const workspaceId = request.nextUrl.searchParams.get('workspaceId')
+    if (!workspaceId?.trim()) {
+      return NextResponse.json(
+        { error: 'workspaceId query parameter is required for knowledge-base uploads' },
+        { status: 400 }
       )
-      if (permission !== 'write' && permission !== 'admin') {
-        return NextResponse.json(
-          { error: 'Write or Admin access required for knowledge-base uploads' },
-          { status: 403 }
-        )
-      }
     }
 
-    if (uploadType === 'copilot' && !sessionUserId?.trim()) {
+    const permission = await getUserEntityPermissions(sessionUserId, 'workspace', workspaceId)
+    if (permission !== 'write' && permission !== 'admin') {
       return NextResponse.json(
-        { error: 'Authenticated user session is required for copilot uploads' },
-        { status: 400 }
+        { error: 'Write or Admin access required for knowledge-base uploads' },
+        { status: 403 }
       )
     }
 
@@ -149,19 +141,16 @@ export const POST = withRouteHandler(async (request: NextRequest) => {
       `Generated ${files.length} presigned URLs in ${duration}ms (avg ${Math.round(duration / files.length)}ms per file)`
     )
 
-    if (uploadType === 'knowledge-base' && knowledgeBaseWorkspaceId) {
-      const ownerWorkspaceId = knowledgeBaseWorkspaceId
-      await recordKnowledgeBaseFileOwnershipMany(
-        presignedUrls.map((urlResponse, index) => ({
-          key: urlResponse.key,
-          userId: sessionUserId,
-          workspaceId: ownerWorkspaceId,
-          originalName: files[index].fileName,
-          contentType: files[index].contentType,
-          size: files[index].fileSize,
-        }))
-      )
-    }
+    await recordKnowledgeBaseFileOwnershipMany(
+      presignedUrls.map((urlResponse, index) => ({
+        key: urlResponse.key,
+        userId: sessionUserId,
+        workspaceId,
+        originalName: files[index].fileName,
+        contentType: files[index].contentType,
+        size: files[index].fileSize,
+      }))
+    )
 
     const storagePrefix = getServeStoragePrefix()
 
diff --git a/apps/sim/app/api/files/presigned/route.test.ts b/apps/sim/app/api/files/presigned/route.test.ts
index c3e756620ca..3674ac70b76 100644
--- a/apps/sim/app/api/files/presigned/route.test.ts
+++ b/apps/sim/app/api/files/presigned/route.test.ts
@@ -220,14 +220,17 @@ describe('/api/files/presigned', () => {
         storageProvider: 's3',
       })
 
-      const request = new NextRequest('http://localhost:3000/api/files/presigned?type=chat', {
-        method: 'POST',
-        body: JSON.stringify({
-          fileName: 'test.txt',
-          contentType: 'text/plain',
-          fileSize: 1024,
-        }),
-      })
+      const request = new NextRequest(
+        'http://localhost:3000/api/files/presigned?type=profile-pictures',
+        {
+          method: 'POST',
+          body: JSON.stringify({
+            fileName: 'avatar.png',
+            contentType: 'image/png',
+            fileSize: 1024,
+          }),
+        }
+      )
 
       const response = await POST(request)
       const data = await response.json()
@@ -235,11 +238,11 @@ describe('/api/files/presigned', () => {
       expect(response.status).toBe(200)
       expect(data.directUploadSupported).toBe(false)
       expect(data.presignedUrl).toBe('')
-      expect(data.fileName).toBe('test.txt')
+      expect(data.fileName).toBe('avatar.png')
       expect(data.fileInfo).toBeDefined()
-      expect(data.fileInfo.name).toBe('test.txt')
+      expect(data.fileInfo.name).toBe('avatar.png')
       expect(data.fileInfo.size).toBe(1024)
-      expect(data.fileInfo.type).toBe('text/plain')
+      expect(data.fileInfo.type).toBe('image/png')
     })
 
     it('should return error when fileName is missing', async () => {
@@ -339,14 +342,17 @@ describe('/api/files/presigned', () => {
         storageProvider: 's3',
       })
 
-      const request = new NextRequest('http://localhost:3000/api/files/presigned?type=chat', {
-        method: 'POST',
-        body: JSON.stringify({
-          fileName: 'test document.txt',
-          contentType: 'text/plain',
-          fileSize: 1024,
-        }),
-      })
+      const request = new NextRequest(
+        'http://localhost:3000/api/files/presigned?type=profile-pictures',
+        {
+          method: 'POST',
+          body: JSON.stringify({
+            fileName: 'test avatar.png',
+            contentType: 'image/png',
+            fileSize: 1024,
+          }),
+        }
+      )
 
       const response = await POST(request)
       const data = await response.json()
@@ -354,11 +360,11 @@ describe('/api/files/presigned', () => {
       expect(response.status).toBe(200)
       expect(data.presignedUrl).toBe('https://example.com/presigned-url')
       expect(data.fileInfo).toMatchObject({
-        path: expect.stringMatching(/\/api\/files\/serve\/s3\/.+\?context=chat$/),
-        key: expect.stringMatching(/.*test.document\.txt$/),
-        name: 'test document.txt',
+        path: expect.stringMatching(/\/api\/files\/serve\/s3\/.+\?context=profile-pictures$/),
+        key: expect.stringMatching(/.*test.avatar\.png$/),
+        name: 'test avatar.png',
         size: 1024,
-        type: 'text/plain',
+        type: 'image/png',
       })
       expect(data.directUploadSupported).toBe(true)
     })
@@ -389,27 +395,30 @@ describe('/api/files/presigned', () => {
       expect(data.directUploadSupported).toBe(true)
     })
 
-    it('should generate chat S3 presigned URL with chat prefix and direct path', async () => {
+    it('should generate profile-pictures S3 presigned URL with its prefix and direct path', async () => {
       setupFileApiMocks({
         cloudEnabled: true,
         storageProvider: 's3',
       })
 
-      const request = new NextRequest('http://localhost:3000/api/files/presigned?type=chat', {
-        method: 'POST',
-        body: JSON.stringify({
-          fileName: 'chat-logo.png',
-          contentType: 'image/png',
-          fileSize: 4096,
-        }),
-      })
+      const request = new NextRequest(
+        'http://localhost:3000/api/files/presigned?type=profile-pictures',
+        {
+          method: 'POST',
+          body: JSON.stringify({
+            fileName: 'avatar.png',
+            contentType: 'image/png',
+            fileSize: 4096,
+          }),
+        }
+      )
 
       const response = await POST(request)
       const data = await response.json()
 
       expect(response.status).toBe(200)
-      expect(data.fileInfo.key).toMatch(/^chat\/.*chat-logo\.png$/)
-      expect(data.fileInfo.path).toMatch(/\/api\/files\/serve\/s3\/.+\?context=chat$/)
+      expect(data.fileInfo.key).toMatch(/^profile-pictures\/.*avatar\.png$/)
+      expect(data.fileInfo.path).toMatch(/\/api\/files\/serve\/s3\/.+\?context=profile-pictures$/)
       expect(data.presignedUrl).toBeTruthy()
       expect(data.directUploadSupported).toBe(true)
     })
@@ -420,14 +429,17 @@ describe('/api/files/presigned', () => {
         storageProvider: 'blob',
       })
 
-      const request = new NextRequest('http://localhost:3000/api/files/presigned?type=chat', {
-        method: 'POST',
-        body: JSON.stringify({
-          fileName: 'test document.txt',
-          contentType: 'text/plain',
-          fileSize: 1024,
-        }),
-      })
+      const request = new NextRequest(
+        'http://localhost:3000/api/files/presigned?type=profile-pictures',
+        {
+          method: 'POST',
+          body: JSON.stringify({
+            fileName: 'test avatar.png',
+            contentType: 'image/png',
+            fileSize: 1024,
+          }),
+        }
+      )
 
       const response = await POST(request)
       const data = await response.json()
@@ -436,35 +448,38 @@ describe('/api/files/presigned', () => {
       expect(data.presignedUrl).toBeTruthy()
       expect(typeof data.presignedUrl).toBe('string')
       expect(data.fileInfo).toMatchObject({
-        key: expect.stringMatching(/.*test.document\.txt$/),
-        name: 'test document.txt',
+        key: expect.stringMatching(/.*test.avatar\.png$/),
+        name: 'test avatar.png',
         size: 1024,
-        type: 'text/plain',
+        type: 'image/png',
       })
       expect(data.directUploadSupported).toBe(true)
     })
 
-    it('should generate chat Azure Blob presigned URL with chat prefix and direct path', async () => {
+    it('should generate profile-pictures Azure Blob presigned URL with its prefix and direct path', async () => {
       setupFileApiMocks({
         cloudEnabled: true,
         storageProvider: 'blob',
       })
 
-      const request = new NextRequest('http://localhost:3000/api/files/presigned?type=chat', {
-        method: 'POST',
-        body: JSON.stringify({
-          fileName: 'chat-logo.png',
-          contentType: 'image/png',
-          fileSize: 4096,
-        }),
-      })
+      const request = new NextRequest(
+        'http://localhost:3000/api/files/presigned?type=profile-pictures',
+        {
+          method: 'POST',
+          body: JSON.stringify({
+            fileName: 'avatar.png',
+            contentType: 'image/png',
+            fileSize: 4096,
+          }),
+        }
+      )
 
       const response = await POST(request)
       const data = await response.json()
 
       expect(response.status).toBe(200)
-      expect(data.fileInfo.key).toMatch(/^chat\/.*chat-logo\.png$/)
-      expect(data.fileInfo.path).toMatch(/\/api\/files\/serve\/blob\/.+\?context=chat$/)
+      expect(data.fileInfo.key).toMatch(/^profile-pictures\/.*avatar\.png$/)
+      expect(data.fileInfo.path).toMatch(/\/api\/files\/serve\/blob\/.+\?context=profile-pictures$/)
       expect(data.presignedUrl).toBeTruthy()
       expect(data.directUploadSupported).toBe(true)
     })
@@ -479,14 +494,17 @@ describe('/api/files/presigned', () => {
         new Error('Unknown storage provider: unknown')
       )
 
-      const request = new NextRequest('http://localhost:3000/api/files/presigned?type=chat', {
-        method: 'POST',
-        body: JSON.stringify({
-          fileName: 'test.txt',
-          contentType: 'text/plain',
-          fileSize: 1024,
-        }),
-      })
+      const request = new NextRequest(
+        'http://localhost:3000/api/files/presigned?type=profile-pictures',
+        {
+          method: 'POST',
+          body: JSON.stringify({
+            fileName: 'avatar.png',
+            contentType: 'image/png',
+            fileSize: 1024,
+          }),
+        }
+      )
 
       const response = await POST(request)
       const data = await response.json()
@@ -506,14 +524,17 @@ describe('/api/files/presigned', () => {
         new Error('S3 service unavailable')
       )
 
-      const request = new NextRequest('http://localhost:3000/api/files/presigned?type=chat', {
-        method: 'POST',
-        body: JSON.stringify({
-          fileName: 'test.txt',
-          contentType: 'text/plain',
-          fileSize: 1024,
-        }),
-      })
+      const request = new NextRequest(
+        'http://localhost:3000/api/files/presigned?type=profile-pictures',
+        {
+          method: 'POST',
+          body: JSON.stringify({
+            fileName: 'avatar.png',
+            contentType: 'image/png',
+            fileSize: 1024,
+          }),
+        }
+      )
 
       const response = await POST(request)
       const data = await response.json()
@@ -533,14 +554,17 @@ describe('/api/files/presigned', () => {
         new Error('Azure service unavailable')
       )
 
-      const request = new NextRequest('http://localhost:3000/api/files/presigned?type=chat', {
-        method: 'POST',
-        body: JSON.stringify({
-          fileName: 'test.txt',
-          contentType: 'text/plain',
-          fileSize: 1024,
-        }),
-      })
+      const request = new NextRequest(
+        'http://localhost:3000/api/files/presigned?type=profile-pictures',
+        {
+          method: 'POST',
+          body: JSON.stringify({
+            fileName: 'avatar.png',
+            contentType: 'image/png',
+            fileSize: 1024,
+          }),
+        }
+      )
 
       const response = await POST(request)
       const data = await response.json()
@@ -568,6 +592,26 @@ describe('/api/files/presigned', () => {
       expect(data.error).toBe('Invalid JSON in request body') // Updated error message
       expect(data.code).toBe('VALIDATION_ERROR')
     })
+
+    it('rejects the unauthorizable chat context without minting a URL', async () => {
+      setupFileApiMocks({ cloudEnabled: true, storageProvider: 's3' })
+
+      const request = new NextRequest('http://localhost:3000/api/files/presigned?type=chat', {
+        method: 'POST',
+        body: JSON.stringify({
+          fileName: 'poc.html',
+          contentType: 'text/html',
+          fileSize: 41,
+        }),
+      })
+
+      const response = await POST(request)
+      const data = await response.json()
+
+      expect(response.status).toBe(400)
+      expect(data.error).toContain('Invalid type parameter')
+      expect(storageServiceMockFns.mockGeneratePresignedUploadUrl).not.toHaveBeenCalled()
+    })
   })
 
   describe('mothership uploads', () => {
diff --git a/apps/sim/app/api/files/presigned/route.ts b/apps/sim/app/api/files/presigned/route.ts
index 0104f78fcc5..49bec3aab16 100644
--- a/apps/sim/app/api/files/presigned/route.ts
+++ b/apps/sim/app/api/files/presigned/route.ts
@@ -1,12 +1,15 @@
 import { createLogger } from '@sim/logger'
 import { getErrorMessage } from '@sim/utils/errors'
 import { type NextRequest, NextResponse } from 'next/server'
-import { presignedUploadBodyContract, uploadTypeSchema } from '@/lib/api/contracts/storage-transfer'
+import {
+  presignedUploadBodyContract,
+  presignedUploadTypeSchema,
+  presignedUploadTypes,
+} from '@/lib/api/contracts/storage-transfer'
 import { getValidationErrorMessage, parseRequest } from '@/lib/api/server'
 import { getSession } from '@/lib/auth'
 import { withRouteHandler } from '@/lib/core/utils/with-route-handler'
 import { CopilotFiles } from '@/lib/uploads'
-import type { StorageContext } from '@/lib/uploads/config'
 import { getServeStoragePrefix } from '@/lib/uploads/config'
 import { generateExecutionFileKey } from '@/lib/uploads/contexts/execution/utils'
 import { generateKnowledgeBaseFileKey } from '@/lib/uploads/contexts/knowledge-base/knowledge-base-file-manager'
@@ -20,16 +23,6 @@ import { createErrorResponse } from '@/app/api/files/utils'
 
 const logger = createLogger('PresignedUploadAPI')
 
-const VALID_UPLOAD_TYPES = [
-  'knowledge-base',
-  'chat',
-  'copilot',
-  'profile-pictures',
-  'mothership',
-  'workspace-logos',
-  'execution',
-] as const
-
 class PresignedUrlError extends Error {
   constructor(
     message: string,
@@ -76,14 +69,14 @@ export const POST = withRouteHandler(async (request: NextRequest) => {
       throw new ValidationError('type query parameter is required')
     }
 
-    const uploadTypeResult = uploadTypeSchema.safeParse(uploadTypeParam)
+    const uploadTypeResult = presignedUploadTypeSchema.safeParse(uploadTypeParam)
     if (!uploadTypeResult.success) {
       throw new ValidationError(
-        `Invalid type parameter. Must be one of: ${VALID_UPLOAD_TYPES.join(', ')}`
+        `Invalid type parameter. Must be one of: ${presignedUploadTypes.join(', ')}`
       )
     }
 
-    const uploadType = uploadTypeResult.data as StorageContext
+    const uploadType = uploadTypeResult.data
 
     if (uploadType === 'knowledge-base') {
       const fileValidationError = validateFileType(fileName, contentType)
@@ -290,17 +283,10 @@ export const POST = withRouteHandler(async (request: NextRequest) => {
         size: fileSize,
       })
     } else {
-      if (uploadType === 'profile-pictures') {
-        if (!sessionUserId?.trim()) {
-          throw new ValidationError(
-            'Authenticated user session is required for profile picture uploads'
-          )
-        }
-        if (!isImageFileType(contentType)) {
-          throw new ValidationError(
-            'Only image files (JPEG, PNG, GIF, WebP, SVG) are allowed for profile picture uploads'
-          )
-        }
+      if (!isImageFileType(contentType)) {
+        throw new ValidationError(
+          'Only image files (JPEG, PNG, GIF, WebP, SVG) are allowed for profile picture uploads'
+        )
       }
 
       presignedUrlResponse = await generatePresignedUploadUrl({
diff --git a/apps/sim/lib/api/contracts/storage-transfer.ts b/apps/sim/lib/api/contracts/storage-transfer.ts
index 7f49d9e797e..b5ad82d362c 100644
--- a/apps/sim/lib/api/contracts/storage-transfer.ts
+++ b/apps/sim/lib/api/contracts/storage-transfer.ts
@@ -338,8 +338,35 @@ export const validUploadTypes = [
 
 export const uploadTypeSchema = z.enum(validUploadTypes)
 
+/**
+ * Storage contexts a client may mint a single presigned upload URL for. Each one
+ * has a per-context authorization predicate in `/api/files/presigned`; a context
+ * that cannot be authorized must not be listed here. `chat` is deliberately
+ * absent — it has no owning entity to authorize against and no client that mints
+ * one (chat assets go through the server-proxied `/api/files/upload`).
+ */
+export const presignedUploadTypes = [
+  'knowledge-base',
+  'copilot',
+  'profile-pictures',
+  'mothership',
+  'workspace-logos',
+  'execution',
+] as const
+
+export const presignedUploadTypeSchema = z.enum(presignedUploadTypes)
+
+/**
+ * Storage contexts `/api/files/presigned/batch` serves. Batching exists only for
+ * knowledge-base ingest; no other context has a batch client, and the batch
+ * endpoint carries no authorization predicate for one.
+ */
+export const batchPresignedUploadTypes = ['knowledge-base'] as const
+
+export const batchPresignedUploadTypeSchema = z.enum(batchPresignedUploadTypes)
+
 export const presignedUploadQuerySchema = z.object({
-  type: uploadTypeSchema,
+  type: presignedUploadTypeSchema,
 })
 
 export const presignedUrlBodySchema = z

From 30820fcbca3872377af13adf6a86502ada042422 Mon Sep 17 00:00:00 2001
From: Waleed <walif6@gmail.com>
Date: Sat, 1 Aug 2026 17:56:07 -0700
Subject: [PATCH 20/30] fix(copilot): guard document-style extraction against
 zip bombs (#6176)
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

* fix(copilot): guard document-style extraction against zip bombs

extractDocumentStyle handed an attacker-controlled archive straight to
JSZip and inflated named parts (word/theme/theme1.xml, word/styles.xml,
ppt/presentation.xml, ppt/slideMasters/slideMaster1.xml) with no size
bound, reachable from GET /api/workspaces/[id]/files/[fileId]/style and
from the workspace VFS. Reading only a few entries is no protection: the
bomb just has to live at one of those paths.

It now calls assertOoxmlArchiveWithinLimits, the same guard the document
parsers use, and the hand-rolled ZIP_MAGIC check is replaced by isZipShaped
from that module — zip-guard is already shared this way by
lib/uploads/archive.ts and lib/copilot/tools/handlers/upload-file-reader.ts.

Checking each entry's size through JSZip instead would have been cheaper,
since only a handful of parts are read, but JSZip reports the size the
archive declares — the same attacker-controlled field a bomb lies about —
so it would need to re-derive the guard's verification to be sound.

The guard sits inside the existing try, so a rejection logs and returns
null: the route already answers 422 and the VFS already returns null when
no summary can be produced, and neither caller changes.

* test(copilot): declare the ratio-test expansion instead of carrying it

The compression-ratio case built a real 400 MiB string and deflated it
synchronously, costing the parallel test runner memory and CPU for no added
coverage. The guard reads the total the archive declares, so declaring the
expansion exercises the same ratio path with a few-hundred-byte fixture.

Still fails when the guard call is removed, and the file now runs in 286 ms
instead of seconds.

Caught by Greptile review.
---
 .../lib/copilot/vfs/document-style.test.ts    | 168 ++++++++++++++++++
 apps/sim/lib/copilot/vfs/document-style.ts    |  15 +-
 2 files changed, 176 insertions(+), 7 deletions(-)
 create mode 100644 apps/sim/lib/copilot/vfs/document-style.test.ts

diff --git a/apps/sim/lib/copilot/vfs/document-style.test.ts b/apps/sim/lib/copilot/vfs/document-style.test.ts
new file mode 100644
index 00000000000..372718b4703
--- /dev/null
+++ b/apps/sim/lib/copilot/vfs/document-style.test.ts
@@ -0,0 +1,168 @@
+/**
+ * @vitest-environment node
+ */
+import { deflateRawSync } from 'zlib'
+import { beforeEach, describe, expect, it, vi } from 'vitest'
+
+const { mockLoadAsync } = vi.hoisted(() => ({ mockLoadAsync: vi.fn() }))
+
+vi.mock('jszip', () => ({ default: { loadAsync: mockLoadAsync } }))
+
+import { extractDocumentStyle } from '@/lib/copilot/vfs/document-style'
+
+const THEME_XML = `<?xml version="1.0"?>
+<a:theme xmlns:a="http://schemas.openxmlformats.org/drawingml/2006/main">
+  <a:themeElements>
+    <a:clrScheme name="Office">
+      <a:dk1><a:sysClr val="windowText" lastClr="000000"/></a:dk1>
+      <a:lt1><a:sysClr val="window" lastClr="FFFFFF"/></a:lt1>
+      <a:accent1><a:srgbClr val="4472C4"/></a:accent1>
+    </a:clrScheme>
+    <a:fontScheme name="Office">
+      <a:majorFont><a:latin typeface="Calibri Light"/></a:majorFont>
+      <a:minorFont><a:latin typeface="Calibri"/></a:minorFont>
+    </a:fontScheme>
+  </a:themeElements>
+</a:theme>`
+
+interface ZipEntryInput {
+  name: string
+  content: string
+  /** Overrides the uncompressed size written to both headers, to model a lying archive. */
+  declaredUncompressedSize?: number
+}
+
+/**
+ * Emit a ZIP archive byte by byte. Generating one with a library and patching it
+ * afterwards cannot express a declared size that never matched the payload, and
+ * that divergence is the whole subject of these tests.
+ */
+function buildZip(entries: ZipEntryInput[]): Buffer {
+  const locals: Buffer[] = []
+  const centrals: Buffer[] = []
+  let offset = 0
+
+  for (const entry of entries) {
+    const name = Buffer.from(entry.name, 'utf8')
+    const raw = Buffer.from(entry.content, 'utf8')
+    const deflated = deflateRawSync(raw)
+    const declared = entry.declaredUncompressedSize ?? raw.length
+
+    const local = Buffer.alloc(30 + name.length)
+    local.writeUInt32LE(0x04034b50, 0)
+    local.writeUInt16LE(20, 4)
+    local.writeUInt16LE(8, 8) // deflate
+    local.writeUInt32LE(0, 14) // crc32 — nothing under test validates it
+    local.writeUInt32LE(deflated.length, 18)
+    local.writeUInt32LE(declared, 22)
+    local.writeUInt16LE(name.length, 26)
+    name.copy(local, 30)
+    locals.push(local, deflated)
+
+    const central = Buffer.alloc(46 + name.length)
+    central.writeUInt32LE(0x02014b50, 0)
+    central.writeUInt16LE(20, 4)
+    central.writeUInt16LE(20, 6)
+    central.writeUInt16LE(8, 10) // deflate
+    central.writeUInt32LE(0, 16)
+    central.writeUInt32LE(deflated.length, 20)
+    central.writeUInt32LE(declared, 24)
+    central.writeUInt16LE(name.length, 28)
+    central.writeUInt32LE(offset, 42)
+    name.copy(central, 46)
+    centrals.push(central)
+
+    offset += local.length + deflated.length
+  }
+
+  const centralDirectory = Buffer.concat(centrals)
+  const eocd = Buffer.alloc(22)
+  eocd.writeUInt32LE(0x06054b50, 0)
+  eocd.writeUInt16LE(entries.length, 8)
+  eocd.writeUInt16LE(entries.length, 10)
+  eocd.writeUInt32LE(centralDirectory.length, 12)
+  eocd.writeUInt32LE(offset, 16)
+
+  return Buffer.concat([...locals, centralDirectory, eocd])
+}
+
+/** Stand-in for a loaded JSZip archive, serving the parts the extractor asks for. */
+function fakeArchive(files: Record<string, string>) {
+  return {
+    file: (path: string) => (files[path] ? { async: async () => files[path] } : null),
+  }
+}
+
+describe('extractDocumentStyle', () => {
+  beforeEach(() => {
+    vi.clearAllMocks()
+  })
+
+  it('extracts theme colors and fonts from a well-formed docx', async () => {
+    mockLoadAsync.mockResolvedValue(fakeArchive({ 'word/theme/theme1.xml': THEME_XML }))
+
+    const summary = await extractDocumentStyle(
+      buildZip([{ name: 'word/theme/theme1.xml', content: THEME_XML }]),
+      'docx'
+    )
+
+    expect(mockLoadAsync).toHaveBeenCalledOnce()
+    expect(summary?.theme?.colors).toMatchObject({
+      dk1: '000000',
+      lt1: 'FFFFFF',
+      accent1: '4472C4',
+    })
+    expect(summary?.theme?.fonts).toEqual({ major: 'Calibri Light', minor: 'Calibri' })
+  })
+
+  it('extracts theme data from a well-formed pptx', async () => {
+    mockLoadAsync.mockResolvedValue(fakeArchive({ 'ppt/theme/theme1.xml': THEME_XML }))
+
+    const summary = await extractDocumentStyle(
+      buildZip([{ name: 'ppt/theme/theme1.xml', content: THEME_XML }]),
+      'pptx'
+    )
+
+    expect(summary?.theme?.fonts.minor).toBe('Calibri')
+  })
+
+  it('never hands JSZip an archive declaring more expansion than the guard allows', async () => {
+    // JSZip would also fail this archive — but only after inflating the entry,
+    // which is the memory cost the guard exists to avoid. Asserting on the
+    // return value alone cannot tell the two apart, so assert JSZip is never
+    // reached.
+    const bomb = buildZip([
+      {
+        name: 'word/theme/theme1.xml',
+        content: THEME_XML,
+        declaredUncompressedSize: 2 * 1024 * 1024 * 1024,
+      },
+    ])
+
+    expect(await extractDocumentStyle(bomb, 'docx')).toBeNull()
+    expect(mockLoadAsync).not.toHaveBeenCalled()
+  })
+
+  it('never hands JSZip an archive with an implausible compression ratio', async () => {
+    // 400 MiB sits under the 1 GiB absolute cap, so this exercises the ratio
+    // check rather than the size check. Declaring the expansion rather than
+    // carrying it keeps the fixture a few hundred bytes — the guard reads the
+    // declared total, so a real payload would only cost the suite memory.
+    const bomb = buildZip([
+      {
+        name: 'word/theme/theme1.xml',
+        content: THEME_XML,
+        declaredUncompressedSize: 400 * 1024 * 1024,
+      },
+    ])
+
+    expect(await extractDocumentStyle(bomb, 'docx')).toBeNull()
+    expect(mockLoadAsync).not.toHaveBeenCalled()
+  })
+
+  it('returns null for a buffer that is not a ZIP archive', async () => {
+    expect(await extractDocumentStyle(Buffer.from('not an archive at all'), 'docx')).toBeNull()
+    expect(await extractDocumentStyle(Buffer.alloc(2), 'docx')).toBeNull()
+    expect(mockLoadAsync).not.toHaveBeenCalled()
+  })
+})
diff --git a/apps/sim/lib/copilot/vfs/document-style.ts b/apps/sim/lib/copilot/vfs/document-style.ts
index 7edbe202fc2..29d2b120a83 100644
--- a/apps/sim/lib/copilot/vfs/document-style.ts
+++ b/apps/sim/lib/copilot/vfs/document-style.ts
@@ -1,11 +1,9 @@
 import { createLogger } from '@sim/logger'
 import { toError } from '@sim/utils/errors'
+import { assertOoxmlArchiveWithinLimits, isZipShaped } from '@/lib/file-parsers/zip-guard'
 
 const logger = createLogger('DocumentStyle')
 
-// ZIP magic bytes: PK\x03\x04
-const ZIP_MAGIC = [0x50, 0x4b, 0x03, 0x04]
-
 interface ThemeColors {
   dk1: string
   lt1: string
@@ -389,12 +387,15 @@ export async function extractDocumentStyle(
     return extractPdfStyle(buffer)
   }
 
-  if (buffer.length < 4) return null
-  for (let i = 0; i < 4; i++) {
-    if (buffer[i] !== ZIP_MAGIC[i]) return null
-  }
+  if (!isZipShaped(buffer)) return null
 
   try {
+    // Reading a handful of named parts still means handing an attacker-controlled
+    // archive to JSZip, which inflates whatever those entries hold. Bound it with
+    // the same guard the document parsers use rather than trusting the entry
+    // sizes JSZip reports, which come from the archive itself.
+    assertOoxmlArchiveWithinLimits(buffer)
+
     const JSZip = (await import('jszip')).default
     const zip = await JSZip.loadAsync(buffer)
 

From 8348592d386d3df40ebb52fca6e9276a4024b9e2 Mon Sep 17 00:00:00 2001
From: Theodore Li <theo@sim.ai>
Date: Sat, 1 Aug 2026 18:01:45 -0700
Subject: [PATCH 21/30] fix(copilot): close fail-open write gates in agent
 tools (#6132)
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

* fix(copilot): make tool write gates fail closed

The three handler-map management tools (manage_custom_tool,
manage_mcp_tool, manage_skill) gated writes with
`context.userPermission && perm !== 'write' && perm !== 'admin'`.
userPermission is optional on the execution context, so an absent value
skipped the check entirely and the write proceeded unguarded — while
the server-tool router's equivalent gate is fail-closed. Both paths now
share copilotToolCanWrite, built on the canonical permissionSatisfies
(null/undefined never satisfies).

manage_custom_tool additionally resolved its target as
`params.workspaceId || context.workspaceId`, so a model-supplied
workspace id won while the permission check was resolved for the
context workspace — and upsertCustomTools performs no authz of its own.
It now uses the server-set context only, matching its two siblings.

Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01CiHhAk2R1NryaS3R8n2yFz

* fix(copilot): gate materialize_file writes and enforce the deploy mutation lock

materialize_file's save/extract/import all create workspace resources, but
the handler-map path has no central permission check, so a read-only member
could create files and workflows through the agent. Gate on write access
after param validation.

assertWorkflowMutable moves into performFullDeploy / performFullUndeploy /
performActivateVersion, where performRevertToVersion already had it. The
check previously lived only in the deploy routes, so the copilot deploy
tools — which call the orchestration functions directly — could deploy,
undeploy, and activate versions of a locked workflow.

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>

* fix(copilot): enforce secret-admin on env writes and gate KB indexing on usage

Two more paths where the agent is a weaker route to the same write than the UI.

upsertWorkspaceEnvVars was a weakened copy of the environment route's write:
no per-key secret-admin check, no advisory lock, no audit row. Its only caller
is the set_environment_variables copilot tool, which gates on workspace 'write'
alone — so any write-level member could have the agent overwrite a workspace
secret they do not administer, with nothing in the audit log and a lost-update
race against the route's locked transaction. The gate now lives in the function
so every caller inherits it, reusing getWorkspaceEnvKeyAdminAccess rather than
restating the route's logic.

knowledge_base add_file computed a billing attribution and then indexed without
calling checkAttributedUsageLimits, which every upload route applies before
accepting indexing work — an over-quota workspace could index without limit
through the agent. The same file's query operation already gated correctly.

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>

* fix(copilot): return lock denials and stop bootstrapping a legacy secret's ACL

Two defects in the previous commits, both found by review.

assertWorkflowMutable throws, and the three orchestration entry points awaited
it outside any try/catch, so a locked workflow escaped as an exception instead
of the { success: false } result the callers consume — performChatDeploy and
the copilot deploy tools would have surfaced a generic 500 rather than a lock
denial. performRevertToVersion already converted it; the three now do too,
through a shared helper.

upsertWorkspaceEnvVars derived newKeys for createWorkspaceEnvCredentials from
the credential rows rather than the stored variables. A secret written before
credential rows existed has no ACL, so overwriting it looked like adding a new
key: it minted a credential and made the caller that secret's admin. The
environment route derives newKeys from the locked jsonb read for exactly this
reason, and now so does this.

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>

* style(env): collapse the merged test import onto one line

Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01PCXbU36FwJBmtJKaH83BUm

* fix(env): give the workspace env denial its own write-access message

WorkspaceEnvAccessError reported "must be an admin of these secrets" for
both denials, so a caller lacking workspace write to ADD a key was told to
get secret-admin on a key that does not exist yet. Carry the reason and
mirror the route's two messages.

Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01PCXbU36FwJBmtJKaH83BUm

---------

Co-authored-by: Claude Fable 5 <noreply@anthropic.com>
---
 .../handlers/management/manage-custom-tool.ts |  21 ++-
 .../handlers/management/manage-mcp-tool.ts    |  10 +-
 .../tools/handlers/management/manage-skill.ts |  10 +-
 .../tools/handlers/materialize-file.test.ts   |  34 ++++
 .../tools/handlers/materialize-file.ts        |  10 ++
 .../sim/lib/copilot/tools/permissions.test.ts |  41 +++++
 apps/sim/lib/copilot/tools/permissions.ts     |  20 +++
 .../server/knowledge/knowledge-base.test.ts   |  59 +++++++
 .../tools/server/knowledge/knowledge-base.ts  |  11 ++
 apps/sim/lib/copilot/tools/server/router.ts   |   7 +-
 apps/sim/lib/environment/utils.test.ts        | 158 ++++++++++++++++++
 apps/sim/lib/environment/utils.ts             | 135 ++++++++++++---
 .../workflows/orchestration/deploy.test.ts    |  39 +++++
 .../sim/lib/workflows/orchestration/deploy.ts |  26 +++
 14 files changed, 527 insertions(+), 54 deletions(-)
 create mode 100644 apps/sim/lib/copilot/tools/permissions.test.ts
 create mode 100644 apps/sim/lib/copilot/tools/permissions.ts

diff --git a/apps/sim/lib/copilot/tools/handlers/management/manage-custom-tool.ts b/apps/sim/lib/copilot/tools/handlers/management/manage-custom-tool.ts
index 1e22c7aabef..d1491ff9af9 100644
--- a/apps/sim/lib/copilot/tools/handlers/management/manage-custom-tool.ts
+++ b/apps/sim/lib/copilot/tools/handlers/management/manage-custom-tool.ts
@@ -2,6 +2,7 @@ import { AuditAction, AuditResourceType, recordAudit } from '@sim/audit'
 import { createLogger } from '@sim/logger'
 import { getErrorMessage, toError } from '@sim/utils/errors'
 import type { ExecutionContext, ToolCallResult } from '@/lib/copilot/request/types'
+import { copilotToolCanWrite, copilotWriteDeniedMessage } from '@/lib/copilot/tools/permissions'
 import { captureServerEvent } from '@/lib/posthog/server'
 import {
   deleteCustomTool,
@@ -30,7 +31,6 @@ interface ManageCustomToolParams {
   schema?: ManageCustomToolSchema
   code?: string
   title?: string
-  workspaceId?: string
 }
 
 export async function executeManageCustomTool(
@@ -39,22 +39,25 @@ export async function executeManageCustomTool(
 ): Promise<ToolCallResult> {
   const params = rawParams as ManageCustomToolParams
   const operation = String(params.operation || '').toLowerCase() as ManageCustomToolOperation
-  const workspaceId = params.workspaceId || context.workspaceId
+  /**
+   * Server-set context only. A model-supplied `params.workspaceId` used to win
+   * here, while the permission gate above is resolved for the CONTEXT
+   * workspace — so a caller could name another workspace and have it
+   * authorized against their own. `upsertCustomTools` does no authz of its own
+   * (it only scopes queries by the id it is handed), so nothing downstream
+   * caught it. Matches manage_mcp_tool and manage_skill.
+   */
+  const workspaceId = context.workspaceId
 
   if (!operation) {
     return { success: false, error: "Missing required 'operation' argument" }
   }
 
   const writeOps: string[] = ['add', 'edit', 'delete']
-  if (
-    writeOps.includes(operation) &&
-    context.userPermission &&
-    context.userPermission !== 'write' &&
-    context.userPermission !== 'admin'
-  ) {
+  if (writeOps.includes(operation) && !copilotToolCanWrite(context.userPermission)) {
     return {
       success: false,
-      error: `Permission denied: '${operation}' on manage_custom_tool requires write access. You have '${context.userPermission}' permission.`,
+      error: copilotWriteDeniedMessage('manage_custom_tool', operation, context.userPermission),
     }
   }
 
diff --git a/apps/sim/lib/copilot/tools/handlers/management/manage-mcp-tool.ts b/apps/sim/lib/copilot/tools/handlers/management/manage-mcp-tool.ts
index a6b571c0441..c13ba02c76e 100644
--- a/apps/sim/lib/copilot/tools/handlers/management/manage-mcp-tool.ts
+++ b/apps/sim/lib/copilot/tools/handlers/management/manage-mcp-tool.ts
@@ -4,6 +4,7 @@ import { createLogger } from '@sim/logger'
 import { getErrorMessage, toError } from '@sim/utils/errors'
 import { and, eq, isNull } from 'drizzle-orm'
 import type { ExecutionContext, ToolCallResult } from '@/lib/copilot/request/types'
+import { copilotToolCanWrite, copilotWriteDeniedMessage } from '@/lib/copilot/tools/permissions'
 import {
   performCreateMcpServer,
   performDeleteMcpServer,
@@ -46,15 +47,10 @@ export async function executeManageMcpTool(
   }
 
   const writeOps: string[] = ['add', 'edit', 'delete']
-  if (
-    writeOps.includes(operation) &&
-    context.userPermission &&
-    context.userPermission !== 'write' &&
-    context.userPermission !== 'admin'
-  ) {
+  if (writeOps.includes(operation) && !copilotToolCanWrite(context.userPermission)) {
     return {
       success: false,
-      error: `Permission denied: '${operation}' on manage_mcp_tool requires write access. You have '${context.userPermission}' permission.`,
+      error: copilotWriteDeniedMessage('manage_mcp_tool', operation, context.userPermission),
     }
   }
 
diff --git a/apps/sim/lib/copilot/tools/handlers/management/manage-skill.ts b/apps/sim/lib/copilot/tools/handlers/management/manage-skill.ts
index e3c1c7bfebc..95bd20be60a 100644
--- a/apps/sim/lib/copilot/tools/handlers/management/manage-skill.ts
+++ b/apps/sim/lib/copilot/tools/handlers/management/manage-skill.ts
@@ -2,6 +2,7 @@ import { AuditAction, AuditResourceType, recordAudit } from '@sim/audit'
 import { createLogger } from '@sim/logger'
 import { getErrorMessage, toError } from '@sim/utils/errors'
 import type { ExecutionContext, ToolCallResult } from '@/lib/copilot/request/types'
+import { copilotToolCanWrite, copilotWriteDeniedMessage } from '@/lib/copilot/tools/permissions'
 import { captureServerEvent } from '@/lib/posthog/server'
 import { getSkillActorContext } from '@/lib/skills/access'
 import { isBuiltinSkillId } from '@/lib/workflows/skills/builtin-skills'
@@ -37,15 +38,10 @@ export async function executeManageSkill(
 
   // Workspace write gates only creation; edits and deletes are gated per skill
   // below (skill editor — explicit editor row or derived workspace admin).
-  if (
-    operation === 'add' &&
-    context.userPermission &&
-    context.userPermission !== 'write' &&
-    context.userPermission !== 'admin'
-  ) {
+  if (operation === 'add' && !copilotToolCanWrite(context.userPermission)) {
     return {
       success: false,
-      error: `Permission denied: 'add' on manage_skill requires write access. You have '${context.userPermission}' permission.`,
+      error: copilotWriteDeniedMessage('manage_skill', operation, context.userPermission),
     }
   }
 
diff --git a/apps/sim/lib/copilot/tools/handlers/materialize-file.test.ts b/apps/sim/lib/copilot/tools/handlers/materialize-file.test.ts
index ce1bf99bc2b..bdad3967c45 100644
--- a/apps/sim/lib/copilot/tools/handlers/materialize-file.test.ts
+++ b/apps/sim/lib/copilot/tools/handlers/materialize-file.test.ts
@@ -28,6 +28,10 @@ const {
   mockResolveStorageBillingContext: vi.fn(),
 }))
 
+vi.mock('@/lib/copilot/tools/handlers/access', () => ({
+  ensureWorkspaceAccess: vi.fn(),
+}))
+
 vi.mock('@/lib/copilot/tools/handlers/upload-file-reader', () => ({
   findMothershipUploadRowByChatAndName: mockFindUpload,
 }))
@@ -128,6 +132,36 @@ const mothershipRow = {
   updatedAt: new Date('2026-01-01'),
 }
 
+describe('executeMaterializeFile - workspace write gate', () => {
+  beforeEach(() => {
+    vi.clearAllMocks()
+    resetDbChainMock()
+  })
+
+  it.each(['save', 'import', 'extract'])(
+    'refuses %s without workspace write access and touches no upload',
+    async (operation) => {
+      const { ensureWorkspaceAccess } = await import('@/lib/copilot/tools/handlers/access')
+      vi.mocked(ensureWorkspaceAccess).mockRejectedValueOnce(
+        new Error('Write access required for this workspace')
+      )
+
+      const result = await executeMaterializeFile({ fileNames: ['a.json'], operation }, context)
+
+      expect(result.success).toBe(false)
+      expect(result.error).toContain('Write access required')
+      expect(mockFindUpload).not.toHaveBeenCalled()
+    }
+  )
+
+  it('requires write, not merely read, access', async () => {
+    const { ensureWorkspaceAccess } = await import('@/lib/copilot/tools/handlers/access')
+    await executeMaterializeFile({ fileNames: ['a.json'], operation: 'save' }, context)
+
+    expect(ensureWorkspaceAccess).toHaveBeenCalledWith(context.workspaceId, context.userId, 'write')
+  })
+})
+
 describe('executeMaterializeFile - unsupported operation', () => {
   beforeEach(() => {
     vi.clearAllMocks()
diff --git a/apps/sim/lib/copilot/tools/handlers/materialize-file.ts b/apps/sim/lib/copilot/tools/handlers/materialize-file.ts
index ab6d9004757..3e2abda31a2 100644
--- a/apps/sim/lib/copilot/tools/handlers/materialize-file.ts
+++ b/apps/sim/lib/copilot/tools/handlers/materialize-file.ts
@@ -12,6 +12,7 @@ import {
   resolveStorageBillingContext,
 } from '@/lib/billing/storage'
 import type { ExecutionContext, ToolCallResult } from '@/lib/copilot/request/types'
+import { ensureWorkspaceAccess } from '@/lib/copilot/tools/handlers/access'
 import { findMothershipUploadRowByChatAndName } from '@/lib/copilot/tools/handlers/upload-file-reader'
 import { canonicalWorkspaceFilePath, encodeVfsPathSegments } from '@/lib/copilot/vfs/path-utils'
 import { getServePathPrefix } from '@/lib/uploads'
@@ -504,6 +505,15 @@ export async function executeMaterializeFile(
       error: `Unsupported materialize_file operation "${operation}". Use "save", "import", or "extract". For CSV/TSV/JSON → use the table subagent; for documents → use the knowledge subagent.`,
     }
   }
+
+  // Every operation writes: save/extract create files, import creates a workflow.
+  // The handler-map path has no central permission gate.
+  try {
+    await ensureWorkspaceAccess(context.workspaceId, context.userId, 'write')
+  } catch (error) {
+    return { success: false, error: getErrorMessage(error, 'Workspace write access required') }
+  }
+
   const succeeded: string[] = []
   const failed: Array<{ fileName: string; error: string }> = []
   const resources: NonNullable<ToolCallResult['resources']> = []
diff --git a/apps/sim/lib/copilot/tools/permissions.test.ts b/apps/sim/lib/copilot/tools/permissions.test.ts
new file mode 100644
index 00000000000..a15ee1f791a
--- /dev/null
+++ b/apps/sim/lib/copilot/tools/permissions.test.ts
@@ -0,0 +1,41 @@
+/**
+ * @vitest-environment node
+ */
+import { describe, expect, it } from 'vitest'
+import { copilotToolCanWrite, copilotWriteDeniedMessage } from '@/lib/copilot/tools/permissions'
+
+describe('copilotToolCanWrite', () => {
+  it('fails closed when the permission is absent', () => {
+    expect(copilotToolCanWrite(undefined)).toBe(false)
+    expect(copilotToolCanWrite(null)).toBe(false)
+    expect(copilotToolCanWrite('')).toBe(false)
+  })
+
+  it('denies read-only and unrecognized permissions', () => {
+    expect(copilotToolCanWrite('read')).toBe(false)
+    expect(copilotToolCanWrite('nonsense')).toBe(false)
+  })
+
+  it('allows write and admin', () => {
+    expect(copilotToolCanWrite('write')).toBe(true)
+    expect(copilotToolCanWrite('admin')).toBe(true)
+  })
+})
+
+describe('copilotWriteDeniedMessage', () => {
+  it('names the operation and the caller’s actual permission', () => {
+    expect(copilotWriteDeniedMessage('manage_custom_tool', 'delete', 'read')).toBe(
+      "Permission denied: 'delete' on manage_custom_tool requires write access. You have 'read' permission."
+    )
+  })
+
+  it('reports "none" rather than an empty string when permission is absent', () => {
+    expect(copilotWriteDeniedMessage('manage_skill', 'add', undefined)).toContain("You have 'none'")
+  })
+
+  it('omits the operation label when there is no operation', () => {
+    expect(copilotWriteDeniedMessage('knowledge_base', undefined, 'read')).toBe(
+      "Permission denied: knowledge_base requires write access. You have 'read' permission."
+    )
+  })
+})
diff --git a/apps/sim/lib/copilot/tools/permissions.ts b/apps/sim/lib/copilot/tools/permissions.ts
new file mode 100644
index 00000000000..52e5b55ed91
--- /dev/null
+++ b/apps/sim/lib/copilot/tools/permissions.ts
@@ -0,0 +1,20 @@
+import { type PermissionType, permissionSatisfies } from '@sim/platform-authz/workspace'
+
+/**
+ * Whether a copilot tool call may write. Fails closed: `userPermission` is
+ * optional on the execution context, and absent must deny. Shared by the
+ * server-tool router and the handler-map tools.
+ */
+export function copilotToolCanWrite(userPermission: string | null | undefined): boolean {
+  return permissionSatisfies((userPermission ?? null) as PermissionType | null, 'write')
+}
+
+/** Renders the denial message shared by both copilot execution paths. */
+export function copilotWriteDeniedMessage(
+  toolName: string,
+  operation: string | undefined,
+  userPermission: string | null | undefined
+): string {
+  const actionLabel = operation ? `'${operation}' on ` : ''
+  return `Permission denied: ${actionLabel}${toolName} requires write access. You have '${userPermission || 'none'}' permission.`
+}
diff --git a/apps/sim/lib/copilot/tools/server/knowledge/knowledge-base.test.ts b/apps/sim/lib/copilot/tools/server/knowledge/knowledge-base.test.ts
index 186e785d29c..bbc3956c7a9 100644
--- a/apps/sim/lib/copilot/tools/server/knowledge/knowledge-base.test.ts
+++ b/apps/sim/lib/copilot/tools/server/knowledge/knowledge-base.test.ts
@@ -82,7 +82,11 @@ vi.mock('@/app/api/knowledge/utils', () => ({
   checkKnowledgeBaseWriteAccess: mockCheckKnowledgeBaseWriteAccess,
 }))
 
+import { checkAttributedUsageLimits } from '@/lib/billing/core/billing-attribution'
 import { knowledgeBaseServerTool } from '@/lib/copilot/tools/server/knowledge/knowledge-base'
+import { createSingleDocument } from '@/lib/knowledge/documents/service'
+import { getKnowledgeBaseById } from '@/lib/knowledge/service'
+import { resolveWorkspaceFileReference } from '@/lib/uploads/contexts/workspace/workspace-file-manager'
 
 const BILLING_ATTRIBUTION = {
   actorUserId: 'external-admin',
@@ -173,3 +177,58 @@ describe('knowledge base connector Copilot operations', () => {
     }
   )
 })
+
+describe('knowledge base add_file usage gate', () => {
+  beforeEach(() => {
+    vi.clearAllMocks()
+    resetDbChainMock()
+    mockCheckKnowledgeBaseWriteAccess.mockResolvedValue({
+      hasAccess: true,
+      knowledgeBase: { id: 'knowledge-base-1', workspaceId: 'workspace-paid', name: 'Paid KB' },
+    })
+    vi.mocked(getKnowledgeBaseById).mockResolvedValue({
+      id: 'knowledge-base-1',
+      workspaceId: 'workspace-paid',
+    } as Awaited<ReturnType<typeof getKnowledgeBaseById>>)
+  })
+
+  function addFile() {
+    return knowledgeBaseServerTool.execute(
+      {
+        operation: 'add_file',
+        args: { knowledgeBaseId: 'knowledge-base-1', filePaths: ['files/report.pdf'] },
+      },
+      {
+        userId: 'external-admin',
+        workspaceId: 'workspace-paid',
+        billingAttribution: BILLING_ATTRIBUTION,
+      }
+    )
+  }
+
+  it('refuses to index when the payer is over its usage limit', async () => {
+    vi.mocked(checkAttributedUsageLimits).mockResolvedValue({
+      isExceeded: true,
+      message: 'Usage limit exceeded.',
+    } as Awaited<ReturnType<typeof checkAttributedUsageLimits>>)
+
+    const result = await addFile()
+
+    expect(result.success).toBe(false)
+    expect(result.message).toContain('Usage limit exceeded')
+    // The gate must precede any indexing work, matching the upload routes.
+    expect(resolveWorkspaceFileReference).not.toHaveBeenCalled()
+    expect(createSingleDocument).not.toHaveBeenCalled()
+  })
+
+  it('gates on the knowledge base workspace payer, not the caller', async () => {
+    vi.mocked(checkAttributedUsageLimits).mockResolvedValue({
+      isExceeded: false,
+    } as Awaited<ReturnType<typeof checkAttributedUsageLimits>>)
+    vi.mocked(resolveWorkspaceFileReference).mockResolvedValue(null)
+
+    await addFile()
+
+    expect(checkAttributedUsageLimits).toHaveBeenCalledWith(BILLING_ATTRIBUTION)
+  })
+})
diff --git a/apps/sim/lib/copilot/tools/server/knowledge/knowledge-base.ts b/apps/sim/lib/copilot/tools/server/knowledge/knowledge-base.ts
index bf19100c9ec..e86ef78fa2f 100644
--- a/apps/sim/lib/copilot/tools/server/knowledge/knowledge-base.ts
+++ b/apps/sim/lib/copilot/tools/server/knowledge/knowledge-base.ts
@@ -349,6 +349,17 @@ export const knowledgeBaseServerTool: BaseServerTool<KnowledgeBaseArgs, Knowledg
 
           const kbWorkspaceId: string = targetKb.workspaceId
           const billingAttribution = requireKnowledgeBillingAttribution(context, kbWorkspaceId)
+
+          // Gate the payer before accepting indexing work, same as the upload routes.
+          const usage = await checkAttributedUsageLimits(billingAttribution)
+          if (usage.isExceeded) {
+            return {
+              success: false,
+              message:
+                usage.message || 'Usage limit exceeded. Please upgrade your plan to continue.',
+            }
+          }
+
           const added: Array<{ documentId: string; filename: string }> = []
           const failedFiles: string[] = []
 
diff --git a/apps/sim/lib/copilot/tools/server/router.ts b/apps/sim/lib/copilot/tools/server/router.ts
index 266c967bf57..8a99814333f 100644
--- a/apps/sim/lib/copilot/tools/server/router.ts
+++ b/apps/sim/lib/copilot/tools/server/router.ts
@@ -16,6 +16,7 @@ import {
   UserTable,
   WorkspaceFile,
 } from '@/lib/copilot/generated/tool-catalog-v1'
+import { copilotToolCanWrite } from '@/lib/copilot/tools/permissions'
 import {
   assertServerToolNotAborted,
   type BaseServerTool,
@@ -139,10 +140,6 @@ const WRITE_ACTIONS: Record<string, string[]> = {
   [enrichmentRunServerTool.name]: ['*'],
 }
 
-function isWritePermission(userPermission: string): boolean {
-  return userPermission === 'write' || userPermission === 'admin'
-}
-
 function isWriteAction(toolName: string, action: string | undefined): boolean {
   const writeActions = WRITE_ACTIONS[toolName]
   if (!writeActions) return false
@@ -211,7 +208,7 @@ export async function routeExecution(
   if (WRITE_ACTIONS[toolName]) {
     const p = payload as Record<string, unknown>
     const action = (p?.operation ?? p?.action) as string | undefined
-    if (isWriteAction(toolName, action) && !isWritePermission(context?.userPermission ?? '')) {
+    if (isWriteAction(toolName, action) && !copilotToolCanWrite(context?.userPermission)) {
       const actionLabel = action ? `'${action}' on ` : ''
       throw new Error(
         `Permission denied: ${actionLabel}${toolName} requires write access. You have '${context?.userPermission ?? 'none'}' permission.`
diff --git a/apps/sim/lib/environment/utils.test.ts b/apps/sim/lib/environment/utils.test.ts
index b8c0905bff7..feb5c95bef0 100644
--- a/apps/sim/lib/environment/utils.test.ts
+++ b/apps/sim/lib/environment/utils.test.ts
@@ -4,15 +4,173 @@
 import { dbChainMockFns, encryptionMock, encryptionMockFns, resetDbChainMock } from '@sim/testing'
 import { beforeEach, describe, expect, it, vi } from 'vitest'
 
+const {
+  mockCreateWorkspaceEnvCredentials,
+  mockGetUserEntityPermissions,
+  mockGetWorkspaceEnvKeyAdminAccess,
+  mockRecordAudit,
+} = vi.hoisted(() => ({
+  mockCreateWorkspaceEnvCredentials: vi.fn(),
+  mockGetUserEntityPermissions: vi.fn(),
+  mockGetWorkspaceEnvKeyAdminAccess: vi.fn(),
+  mockRecordAudit: vi.fn(),
+}))
+
+// vitest.setup.ts mocks this module globally; this suite tests the real one.
 vi.unmock('@/lib/environment/utils')
+
 vi.mock('@/lib/core/security/encryption', () => encryptionMock)
+vi.mock('@sim/audit', () => ({
+  AuditAction: { ENVIRONMENT_UPDATED: 'environment.updated' },
+  AuditResourceType: { ENVIRONMENT: 'environment' },
+  recordAudit: mockRecordAudit,
+}))
+vi.mock('@/lib/credentials/environment', () => ({
+  createWorkspaceEnvCredentials: mockCreateWorkspaceEnvCredentials,
+  getAccessibleEnvCredentials: vi.fn(),
+  getWorkspaceEnvKeyAdminAccess: mockGetWorkspaceEnvKeyAdminAccess,
+  syncPersonalEnvCredentialsForUser: vi.fn(),
+}))
+vi.mock('@/lib/workspaces/permissions/utils', () => ({
+  checkWorkspaceAccess: vi.fn(),
+  getUserEntityPermissions: mockGetUserEntityPermissions,
+}))
 
 import {
   getEffectiveDecryptedEnv,
   getEffectiveEnvironmentSnapshot,
   invalidateEffectiveDecryptedEnvCache,
+  upsertWorkspaceEnvVars,
+  WorkspaceEnvAccessError,
 } from '@/lib/environment/utils'
 
+describe('upsertWorkspaceEnvVars', () => {
+  beforeEach(() => {
+    vi.clearAllMocks()
+    resetDbChainMock()
+    encryptionMockFns.mockEncryptSecret.mockResolvedValue({ encrypted: 'cipher' })
+  })
+
+  it('refuses to overwrite an existing secret the caller does not administer', async () => {
+    // Workspace `write` is what the copilot tool checks; the route additionally
+    // requires secret-admin on the specific key. Without this the agent was the
+    // weaker path to the same write.
+    mockGetUserEntityPermissions.mockResolvedValue('write')
+    mockGetWorkspaceEnvKeyAdminAccess.mockResolvedValue({
+      adminKeys: new Set<string>(),
+      knownKeys: new Set(['STRIPE_KEY']),
+    })
+
+    const error = await upsertWorkspaceEnvVars('ws-1', { STRIPE_KEY: 'rotated' }, 'user-1').catch(
+      (e) => e
+    )
+
+    expect(error).toBeInstanceOf(WorkspaceEnvAccessError)
+    expect(error).toMatchObject({
+      reason: 'not-secret-admin',
+      message: 'You must be an admin of these secrets to edit them',
+    })
+    expect(encryptionMockFns.mockEncryptSecret).not.toHaveBeenCalled()
+    expect(mockRecordAudit).not.toHaveBeenCalled()
+  })
+
+  it('refuses to add a new secret without workspace write', async () => {
+    mockGetUserEntityPermissions.mockResolvedValue('read')
+    mockGetWorkspaceEnvKeyAdminAccess.mockResolvedValue({
+      adminKeys: new Set<string>(),
+      knownKeys: new Set<string>(),
+    })
+
+    const error = await upsertWorkspaceEnvVars('ws-1', { NEW_KEY: 'value' }, 'user-1').catch(
+      (e) => e
+    )
+
+    expect(error).toBeInstanceOf(WorkspaceEnvAccessError)
+    // Distinct from the secret-admin denial: the route answers this case with a
+    // write-access message, and the agent surfaces whatever we throw verbatim.
+    expect(error).toMatchObject({
+      reason: 'write-access-required',
+      message: 'Write access is required to add new secrets',
+    })
+    expect(encryptionMockFns.mockEncryptSecret).not.toHaveBeenCalled()
+  })
+
+  function stubStoredVariables(variables: Record<string, string>) {
+    dbChainMockFns.limit.mockResolvedValue([{ variables }])
+  }
+
+  it('allows a key admin to rotate the key they administer', async () => {
+    mockGetUserEntityPermissions.mockResolvedValue('write')
+    mockGetWorkspaceEnvKeyAdminAccess.mockResolvedValue({
+      adminKeys: new Set(['STRIPE_KEY']),
+      knownKeys: new Set(['STRIPE_KEY']),
+    })
+    stubStoredVariables({ STRIPE_KEY: 'old-cipher' })
+
+    await expect(
+      upsertWorkspaceEnvVars('ws-1', { STRIPE_KEY: 'rotated' }, 'user-1')
+    ).resolves.toEqual(['STRIPE_KEY'])
+
+    expect(encryptionMockFns.mockEncryptSecret).toHaveBeenCalledWith('rotated')
+    expect(mockRecordAudit).toHaveBeenCalledWith(
+      expect.objectContaining({ workspaceId: 'ws-1', actorId: 'user-1' })
+    )
+  })
+
+  it('treats a workspace admin as an admin of every key', async () => {
+    mockGetUserEntityPermissions.mockResolvedValue('admin')
+    mockGetWorkspaceEnvKeyAdminAccess.mockResolvedValue({
+      adminKeys: new Set<string>(),
+      knownKeys: new Set(['STRIPE_KEY']),
+    })
+    stubStoredVariables({ STRIPE_KEY: 'old-cipher' })
+
+    await expect(
+      upsertWorkspaceEnvVars('ws-1', { STRIPE_KEY: 'rotated' }, 'user-1')
+    ).resolves.toEqual(['STRIPE_KEY'])
+  })
+
+  it('records no audit and takes no lock for an empty update', async () => {
+    await expect(upsertWorkspaceEnvVars('ws-1', {}, 'user-1')).resolves.toEqual([])
+
+    expect(mockGetUserEntityPermissions).not.toHaveBeenCalled()
+    expect(mockRecordAudit).not.toHaveBeenCalled()
+  })
+
+  it('does not mint a credential for a legacy secret already in the stored map', async () => {
+    // A secret written before credential rows existed has no ACL. Treating it as
+    // new would create one and make the caller its secret-admin — the route
+    // derives newKeys from the stored variables for exactly this reason.
+    mockGetUserEntityPermissions.mockResolvedValue('admin')
+    mockGetWorkspaceEnvKeyAdminAccess.mockResolvedValue({
+      adminKeys: new Set<string>(),
+      knownKeys: new Set<string>(),
+    })
+    stubStoredVariables({ LEGACY_KEY: 'old-cipher' })
+
+    await upsertWorkspaceEnvVars('ws-1', { LEGACY_KEY: 'rotated' }, 'user-1')
+
+    expect(mockCreateWorkspaceEnvCredentials).toHaveBeenCalledWith(
+      expect.objectContaining({ newKeys: [] })
+    )
+  })
+
+  it('mints a credential for a genuinely new key', async () => {
+    mockGetUserEntityPermissions.mockResolvedValue('write')
+    mockGetWorkspaceEnvKeyAdminAccess.mockResolvedValue({
+      adminKeys: new Set<string>(),
+      knownKeys: new Set<string>(),
+    })
+    stubStoredVariables({})
+
+    await upsertWorkspaceEnvVars('ws-1', { BRAND_NEW: 'value' }, 'user-1')
+
+    expect(mockCreateWorkspaceEnvCredentials).toHaveBeenCalledWith(
+      expect.objectContaining({ newKeys: ['BRAND_NEW'] })
+    )
+  })
+})
+
 describe('effective environment resolution cache', () => {
   beforeEach(() => {
     vi.clearAllMocks()
diff --git a/apps/sim/lib/environment/utils.ts b/apps/sim/lib/environment/utils.ts
index f6527b1764a..37089698158 100644
--- a/apps/sim/lib/environment/utils.ts
+++ b/apps/sim/lib/environment/utils.ts
@@ -1,22 +1,48 @@
+import { AuditAction, AuditResourceType, recordAudit } from '@sim/audit'
 import { db } from '@sim/db'
 import { environment, workspaceEnvironment } from '@sim/db/schema'
 import { createLogger } from '@sim/logger'
 import { getErrorMessage } from '@sim/utils/errors'
 import { generateId } from '@sim/utils/id'
-import { eq, inArray } from 'drizzle-orm'
+import { eq, inArray, sql } from 'drizzle-orm'
 import { LRUCache } from 'lru-cache'
 import { decryptSecret, encryptSecret } from '@/lib/core/security/encryption'
 import {
   createWorkspaceEnvCredentials,
   getAccessibleEnvCredentials,
+  getWorkspaceEnvKeyAdminAccess,
   syncPersonalEnvCredentialsForUser,
 } from '@/lib/credentials/environment'
-import { checkWorkspaceAccess, type WorkspaceAccess } from '@/lib/workspaces/permissions/utils'
+import {
+  checkWorkspaceAccess,
+  getUserEntityPermissions,
+  type WorkspaceAccess,
+} from '@/lib/workspaces/permissions/utils'
 
 const logger = createLogger('EnvironmentUtils')
+const WORKSPACE_ENV_LOCK_TIMEOUT_MS = 5_000
 const EFFECTIVE_ENVIRONMENT_CACHE_TTL_MS = 2_000
 const EFFECTIVE_ENVIRONMENT_CACHE_MAX_ENTRIES = 1_000
 
+type WorkspaceEnvDenialReason = 'not-secret-admin' | 'write-access-required'
+
+/** Mirrors the messages the workspace environment route returns for the same denials. */
+const WORKSPACE_ENV_DENIAL_MESSAGES: Record<WorkspaceEnvDenialReason, string> = {
+  'not-secret-admin': 'You must be an admin of these secrets to edit them',
+  'write-access-required': 'Write access is required to add new secrets',
+}
+
+/** Thrown when the acting user may not write one of the requested env keys. */
+export class WorkspaceEnvAccessError extends Error {
+  constructor(
+    readonly reason: WorkspaceEnvDenialReason,
+    readonly keys: string[]
+  ) {
+    super(WORKSPACE_ENV_DENIAL_MESSAGES[reason])
+    this.name = 'WorkspaceEnvAccessError'
+  }
+}
+
 export interface EnvironmentResolutionSnapshot {
   personalEncrypted: Record<string, string>
   workspaceEncrypted: Record<string, string>
@@ -328,43 +354,100 @@ export async function upsertWorkspaceEnvVars(
   newVars: Record<string, string>,
   actingUserId: string
 ): Promise<string[]> {
-  const updatedKeys: string[] = []
-  if (Object.keys(newVars).length === 0) return updatedKeys
+  const updatedKeys = Object.keys(newVars)
+  if (updatedKeys.length === 0) return []
 
-  const wsRows = await db
-    .select()
-    .from(workspaceEnvironment)
-    .where(eq(workspaceEnvironment.workspaceId, workspaceId))
-    .limit(1)
-  const existingWsEncrypted = (wsRows[0]?.variables as Record<string, string>) || {}
+  const permission = await getUserEntityPermissions(actingUserId, 'workspace', workspaceId)
+  const { adminKeys, knownKeys } = await getWorkspaceEnvKeyAdminAccess({
+    workspaceId,
+    envKeys: updatedKeys,
+    userId: actingUserId,
+  })
+
+  // Overwriting an existing secret needs secret-admin on that specific key;
+  // workspace `write` alone only covers adding new ones.
+  const forbidden = updatedKeys.filter(
+    (key) => knownKeys.has(key) && permission !== 'admin' && !adminKeys.has(key)
+  )
+  if (forbidden.length > 0) {
+    logger.warn('Workspace env update denied', {
+      workspaceId,
+      userId: actingUserId,
+      reason: 'not-secret-admin',
+      keys: forbidden,
+    })
+    throw new WorkspaceEnvAccessError('not-secret-admin', forbidden)
+  }
+  const addingNew = updatedKeys.some((key) => !knownKeys.has(key))
+  if (addingNew && permission !== 'admin' && permission !== 'write') {
+    logger.warn('Workspace env update denied', {
+      workspaceId,
+      userId: actingUserId,
+      reason: 'write-access-required',
+      keys: updatedKeys.filter((key) => !knownKeys.has(key)),
+    })
+    throw new WorkspaceEnvAccessError(
+      'write-access-required',
+      updatedKeys.filter((key) => !knownKeys.has(key))
+    )
+  }
 
   const newlyEncrypted: Record<string, string> = {}
   for (const [key, val] of Object.entries(newVars)) {
     const { encrypted } = await encryptSecret(val)
     newlyEncrypted[key] = encrypted
-    updatedKeys.push(key)
   }
 
-  const merged = { ...existingWsEncrypted, ...newlyEncrypted }
+  // Read-modify-write on a single jsonb column, so serialize against the
+  // route's identically-locked transaction or concurrent writers lose keys.
+  const existingEncrypted = await db.transaction(async (tx) => {
+    await tx.execute(
+      sql`SELECT set_config('lock_timeout', ${`${WORKSPACE_ENV_LOCK_TIMEOUT_MS}ms`}, true)`
+    )
+    await tx.execute(sql`SELECT pg_advisory_xact_lock(hashtextextended(${workspaceId}, 0))`)
 
-  await db
-    .insert(workspaceEnvironment)
-    .values({
-      id: generateId(),
-      workspaceId,
-      variables: merged,
-      createdAt: new Date(),
-      updatedAt: new Date(),
-    })
-    .onConflictDoUpdate({
-      target: [workspaceEnvironment.workspaceId],
-      set: { variables: merged, updatedAt: new Date() },
-    })
+    const [existingRow] = await tx
+      .select()
+      .from(workspaceEnvironment)
+      .where(eq(workspaceEnvironment.workspaceId, workspaceId))
+      .limit(1)
+    const existing = (existingRow?.variables as Record<string, string>) || {}
+    const merged = { ...existing, ...newlyEncrypted }
+
+    await tx
+      .insert(workspaceEnvironment)
+      .values({
+        id: generateId(),
+        workspaceId,
+        variables: merged,
+        createdAt: new Date(),
+        updatedAt: new Date(),
+      })
+      .onConflictDoUpdate({
+        target: [workspaceEnvironment.workspaceId],
+        set: { variables: merged, updatedAt: new Date() },
+      })
+
+    return existing
+  })
 
   invalidateEffectiveDecryptedEnvCache({ workspaceId })
-  const newKeys = Object.keys(newVars).filter((k) => !(k in existingWsEncrypted))
+  // Derived from the stored variables, not from the credential rows: a legacy
+  // secret present in the jsonb map without a credential row is NOT new, and
+  // minting an ACL for it would make the caller its secret-admin.
+  const newKeys = updatedKeys.filter((key) => !(key in existingEncrypted))
   await createWorkspaceEnvCredentials({ workspaceId, newKeys, actingUserId })
 
+  recordAudit({
+    workspaceId,
+    actorId: actingUserId,
+    action: AuditAction.ENVIRONMENT_UPDATED,
+    resourceType: AuditResourceType.ENVIRONMENT,
+    resourceId: workspaceId,
+    description: `Updated ${updatedKeys.length} workspace environment variable(s)`,
+    metadata: { variableCount: updatedKeys.length, updatedKeys },
+  })
+
   return updatedKeys
 }
 
diff --git a/apps/sim/lib/workflows/orchestration/deploy.test.ts b/apps/sim/lib/workflows/orchestration/deploy.test.ts
index e428dc4b48b..e70aea0eba0 100644
--- a/apps/sim/lib/workflows/orchestration/deploy.test.ts
+++ b/apps/sim/lib/workflows/orchestration/deploy.test.ts
@@ -7,6 +7,7 @@ import {
   queueTableRows,
   resetDbChainMock,
   schemaMock,
+  workflowAuthzMockFns,
 } from '@sim/testing'
 import { afterAll, beforeEach, describe, expect, it, vi } from 'vitest'
 
@@ -97,9 +98,12 @@ vi.mock('@/lib/workflows/schedules', () => ({
   validateWorkflowSchedules: mockValidateWorkflowSchedules,
 }))
 
+// Resolves to the global @sim/platform-authz/workflow mock, so instanceof matches.
+import { WorkflowLockedError } from '@sim/platform-authz/workflow'
 import {
   performActivateVersion,
   performFullDeploy,
+  performFullUndeploy,
   performRevertToVersion,
 } from '@/lib/workflows/orchestration/deploy'
 
@@ -660,3 +664,38 @@ describe('performActivateVersion workspace event emission', () => {
     expect(mockEmitWorkflowDeployedEvent).not.toHaveBeenCalled()
   })
 })
+
+describe('mutation lock on the orchestration entry points', () => {
+  const mockAssertMutable = workflowAuthzMockFns.mockAssertWorkflowMutable
+
+  beforeEach(() => {
+    vi.clearAllMocks()
+    resetDbChainMock()
+    mockAssertMutable.mockRejectedValue(new WorkflowLockedError('Workflow is locked'))
+  })
+
+  it.each([
+    ['performFullDeploy', () => performFullDeploy({ workflowId: 'wf-1', userId: 'user-1' })],
+    ['performFullUndeploy', () => performFullUndeploy({ workflowId: 'wf-1', userId: 'user-1' })],
+    [
+      'performActivateVersion',
+      () => performActivateVersion({ workflowId: 'wf-1', version: 2, userId: 'user-1' }),
+    ],
+  ])('%s returns a lock denial instead of throwing', async (_name, call) => {
+    // Callers like performChatDeploy and the copilot deploy tools consume the
+    // result object; a throw surfaces as a generic 500 instead of a denial.
+    const result = await call()
+
+    expect(result.success).toBe(false)
+    expect(result.error).toContain('locked')
+    expect(mockRecordAudit).not.toHaveBeenCalled()
+  })
+
+  it('proceeds past the gate when the workflow is mutable', async () => {
+    mockAssertMutable.mockResolvedValue(undefined)
+
+    await performFullUndeploy({ workflowId: 'wf-1', userId: 'user-1' })
+
+    expect(mockAssertMutable).toHaveBeenCalledWith('wf-1')
+  })
+})
diff --git a/apps/sim/lib/workflows/orchestration/deploy.ts b/apps/sim/lib/workflows/orchestration/deploy.ts
index 8a9f49f4a14..2abd4e04e67 100644
--- a/apps/sim/lib/workflows/orchestration/deploy.ts
+++ b/apps/sim/lib/workflows/orchestration/deploy.ts
@@ -96,6 +96,21 @@ export interface PerformFullDeployParams {
   actorId?: string
 }
 
+/**
+ * Resolves a mutation-lock denial to a message instead of throwing, so the entry
+ * points below return their `{ success: false }` result shape rather than
+ * surfacing a 500 to callers that expect one — matching `performRevertToVersion`.
+ */
+async function workflowLockDenial(workflowId: string): Promise<string | null> {
+  try {
+    await assertWorkflowMutable(workflowId)
+    return null
+  } catch (error) {
+    if (error instanceof WorkflowLockedError) return error.message
+    throw error
+  }
+}
+
 export interface PerformFullDeployResult {
   success: boolean
   deployedAt?: Date
@@ -119,6 +134,11 @@ export async function performFullDeploy(
   const actorId = params.actorId ?? userId
   const requestId = params.requestId ?? generateRequestId()
 
+  // Backstop for every caller — routes may assert first to render their own 423,
+  // but the copilot deploy tools call this directly.
+  const lockDenial = await workflowLockDenial(workflowId)
+  if (lockDenial) return { success: false, error: lockDenial, errorCode: 'validation' }
+
   const [workflowRecord] = await db
     .select()
     .from(workflowTable)
@@ -458,6 +478,9 @@ export async function performFullUndeploy(
   const actorId = params.actorId ?? userId
   const requestId = params.requestId ?? generateRequestId()
 
+  const lockDenial = await workflowLockDenial(workflowId)
+  if (lockDenial) return { success: false, error: lockDenial }
+
   const [workflowRecord] = await db
     .select()
     .from(workflowTable)
@@ -568,6 +591,9 @@ export async function performActivateVersion(
   const actorId = params.actorId ?? userId
   const requestId = params.requestId ?? generateRequestId()
 
+  const lockDenial = await workflowLockDenial(workflowId)
+  if (lockDenial) return { success: false, error: lockDenial, errorCode: 'validation' }
+
   const [versionRow] = await db
     .select({
       id: workflowDeploymentVersion.id,

From 9064039c19e7f06e53ed714d6e5f129b91eb4fe6 Mon Sep 17 00:00:00 2001
From: Waleed <walif6@gmail.com>
Date: Sat, 1 Aug 2026 18:16:54 -0700
Subject: [PATCH 22/30] improvement(logfire): scope block outputs per operation
 and refresh brand chrome (#6178)

* improvement(logfire): scope block outputs per operation and refresh brand chrome

- gate each block output on the operations that actually return it
- swap in the official Logfire mark, black tile with brand-magenta bare icon
- move host to advanced mode and alphabetize the tool registry entries
- add track-logfire-llm-cost and verify-logfire-token-target skills

* fix(logfire): honor numeric-string limits and surface token validity fields

- accept a numeric-string limit so agent-invoked calls stop silently
  falling back to Logfire's 100-row default
- keep an hour-only UTC offset intact instead of producing +05Z
- surface expiresAt and spendingCapReachedAt on Get Token Info
- document pending_span as a fourth record kind

* chore(logfire): regenerate tool metadata and document the step in the skill

- regenerate apps/sim/tools/generated/tool-outputs.ts, which CI's
  tool-metadata:check requires after a tool output change
- add the regeneration step and artifact-diff guidance to the
  validate-integration skill so the gate stops being missed

* chore(skills): sync validate-integration projections
---
 .agents/skills/validate-integration/SKILL.md  | 27 ++++++-
 .claude/commands/validate-integration.md      | 27 ++++++-
 .cursor/commands/validate-integration.md      | 27 ++++++-
 apps/docs/components/icons.tsx                |  4 +-
 .../content/docs/en/integrations/logfire.mdx  |  8 +-
 apps/sim/blocks/blocks/logfire.ts             | 73 ++++++++++++++++---
 apps/sim/components/icons.tsx                 |  4 +-
 apps/sim/lib/integrations/integrations.json   |  4 +-
 apps/sim/tools/generated/tool-outputs.ts      |  2 +-
 apps/sim/tools/logfire/get_token_info.test.ts | 38 +++++++++-
 apps/sim/tools/logfire/get_token_info.ts      | 13 ++++
 apps/sim/tools/logfire/types.ts               | 15 +++-
 apps/sim/tools/logfire/utils.test.ts          | 23 ++++++
 apps/sim/tools/logfire/utils.ts               | 29 +++++++-
 apps/sim/tools/registry.ts                    |  4 +-
 15 files changed, 257 insertions(+), 41 deletions(-)

diff --git a/.agents/skills/validate-integration/SKILL.md b/.agents/skills/validate-integration/SKILL.md
index a6da2ef56a1..a0b6dc198c6 100644
--- a/.agents/skills/validate-integration/SKILL.md
+++ b/.agents/skills/validate-integration/SKILL.md
@@ -295,13 +295,31 @@ Group findings by severity:
 
 After reporting, fix every **critical** and **warning** issue. Apply **suggestions** where they don't add unnecessary complexity.
 
+### Regenerate Derived Artifacts
+
+Several files are generated from tool and block definitions. Editing a tool or block WITHOUT regenerating them fails CI, so run these before pushing:
+
+```bash
+bun run tool-metadata:generate       # repo root — apps/sim/tools/generated/*
+cd apps/sim && bun run generate-docs # docs .mdx + lib/integrations/integrations.json + docs icons
+```
+
+- **`tool-metadata:generate`** — required whenever a tool's `outputs`, `params`, or descriptions change. CI enforces this with `bun run tool-metadata:check`, which fails with *"Generated tool metadata is stale"*. This is the easiest gate to miss, because nothing in the tool file hints that a generated artifact mirrors it.
+- **`generate-docs`** — required whenever block metadata changes (`bgColor`, `name`, `description`, operations, outputs). Regenerates the integration `.mdx`, `integrations.json`, and the docs copy of `components/icons.tsx`.
+
+**Always diff the regen output before committing.** These generators rewrite every file they own, so they will also sweep in unrelated drift that accumulated on the base branch — pages losing sections, unrelated icons appearing. Keep only the hunks belonging to the integration under validation and `git checkout --` the rest, otherwise an unrelated doc regression rides along in the PR. Verify no page was silently dropped by comparing the directory listing before and after.
+
+If an icon changed, `apps/sim/components/icons.tsx` is the source of truth and `apps/docs/components/icons.tsx` is its generated mirror — they must end up byte-identical for that component.
+
 ### Validation Output
 
 After fixing, confirm:
 1. `bun run lint` passes with no fixes needed
-2. TypeScript compiles clean (no type errors)
-3. Re-read all modified files to verify fixes are correct
-4. Any remaining unknown response schemas were explicitly reported to the user instead of guessed
+2. TypeScript compiles clean (no type errors) — check the error list is empty for the files you touched; pre-existing unrelated errors in a worktree usually mean workspace packages resolve to the main checkout
+3. The integration's tests pass, and any test you added actually fails without its fix (revert it once and watch it go red)
+4. Derived artifacts regenerated and their diffs reviewed (see above)
+5. Re-read all modified files to verify fixes are correct
+6. Any remaining unknown response schemas were explicitly reported to the user instead of guessed
 
 ## Checklist Summary
 
@@ -322,5 +340,8 @@ After fixing, confirm:
 - [ ] Validated `{Service}BlockMeta` exported with at least 7 templates
 - [ ] Reported all issues grouped by severity
 - [ ] Fixed all critical and warning issues
+- [ ] Ran `bun run tool-metadata:generate` if any tool outputs/params changed, and confirmed `bun run tool-metadata:check` passes
+- [ ] Ran `bun run generate-docs` if any block metadata changed, and reverted unrelated drift the generator swept in
 - [ ] Ran `bun run lint` after fixes
 - [ ] Verified TypeScript compiles clean
+- [ ] Verified added tests fail without their fix
diff --git a/.claude/commands/validate-integration.md b/.claude/commands/validate-integration.md
index 2b3358851e1..b243e5c1963 100644
--- a/.claude/commands/validate-integration.md
+++ b/.claude/commands/validate-integration.md
@@ -294,13 +294,31 @@ Group findings by severity:
 
 After reporting, fix every **critical** and **warning** issue. Apply **suggestions** where they don't add unnecessary complexity.
 
+### Regenerate Derived Artifacts
+
+Several files are generated from tool and block definitions. Editing a tool or block WITHOUT regenerating them fails CI, so run these before pushing:
+
+```bash
+bun run tool-metadata:generate       # repo root — apps/sim/tools/generated/*
+cd apps/sim && bun run generate-docs # docs .mdx + lib/integrations/integrations.json + docs icons
+```
+
+- **`tool-metadata:generate`** — required whenever a tool's `outputs`, `params`, or descriptions change. CI enforces this with `bun run tool-metadata:check`, which fails with *"Generated tool metadata is stale"*. This is the easiest gate to miss, because nothing in the tool file hints that a generated artifact mirrors it.
+- **`generate-docs`** — required whenever block metadata changes (`bgColor`, `name`, `description`, operations, outputs). Regenerates the integration `.mdx`, `integrations.json`, and the docs copy of `components/icons.tsx`.
+
+**Always diff the regen output before committing.** These generators rewrite every file they own, so they will also sweep in unrelated drift that accumulated on the base branch — pages losing sections, unrelated icons appearing. Keep only the hunks belonging to the integration under validation and `git checkout --` the rest, otherwise an unrelated doc regression rides along in the PR. Verify no page was silently dropped by comparing the directory listing before and after.
+
+If an icon changed, `apps/sim/components/icons.tsx` is the source of truth and `apps/docs/components/icons.tsx` is its generated mirror — they must end up byte-identical for that component.
+
 ### Validation Output
 
 After fixing, confirm:
 1. `bun run lint` passes with no fixes needed
-2. TypeScript compiles clean (no type errors)
-3. Re-read all modified files to verify fixes are correct
-4. Any remaining unknown response schemas were explicitly reported to the user instead of guessed
+2. TypeScript compiles clean (no type errors) — check the error list is empty for the files you touched; pre-existing unrelated errors in a worktree usually mean workspace packages resolve to the main checkout
+3. The integration's tests pass, and any test you added actually fails without its fix (revert it once and watch it go red)
+4. Derived artifacts regenerated and their diffs reviewed (see above)
+5. Re-read all modified files to verify fixes are correct
+6. Any remaining unknown response schemas were explicitly reported to the user instead of guessed
 
 ## Checklist Summary
 
@@ -321,5 +339,8 @@ After fixing, confirm:
 - [ ] Validated `{Service}BlockMeta` exported with at least 7 templates
 - [ ] Reported all issues grouped by severity
 - [ ] Fixed all critical and warning issues
+- [ ] Ran `bun run tool-metadata:generate` if any tool outputs/params changed, and confirmed `bun run tool-metadata:check` passes
+- [ ] Ran `bun run generate-docs` if any block metadata changed, and reverted unrelated drift the generator swept in
 - [ ] Ran `bun run lint` after fixes
 - [ ] Verified TypeScript compiles clean
+- [ ] Verified added tests fail without their fix
diff --git a/.cursor/commands/validate-integration.md b/.cursor/commands/validate-integration.md
index 37543db5dee..45af009bc1d 100644
--- a/.cursor/commands/validate-integration.md
+++ b/.cursor/commands/validate-integration.md
@@ -289,13 +289,31 @@ Group findings by severity:
 
 After reporting, fix every **critical** and **warning** issue. Apply **suggestions** where they don't add unnecessary complexity.
 
+### Regenerate Derived Artifacts
+
+Several files are generated from tool and block definitions. Editing a tool or block WITHOUT regenerating them fails CI, so run these before pushing:
+
+```bash
+bun run tool-metadata:generate       # repo root — apps/sim/tools/generated/*
+cd apps/sim && bun run generate-docs # docs .mdx + lib/integrations/integrations.json + docs icons
+```
+
+- **`tool-metadata:generate`** — required whenever a tool's `outputs`, `params`, or descriptions change. CI enforces this with `bun run tool-metadata:check`, which fails with *"Generated tool metadata is stale"*. This is the easiest gate to miss, because nothing in the tool file hints that a generated artifact mirrors it.
+- **`generate-docs`** — required whenever block metadata changes (`bgColor`, `name`, `description`, operations, outputs). Regenerates the integration `.mdx`, `integrations.json`, and the docs copy of `components/icons.tsx`.
+
+**Always diff the regen output before committing.** These generators rewrite every file they own, so they will also sweep in unrelated drift that accumulated on the base branch — pages losing sections, unrelated icons appearing. Keep only the hunks belonging to the integration under validation and `git checkout --` the rest, otherwise an unrelated doc regression rides along in the PR. Verify no page was silently dropped by comparing the directory listing before and after.
+
+If an icon changed, `apps/sim/components/icons.tsx` is the source of truth and `apps/docs/components/icons.tsx` is its generated mirror — they must end up byte-identical for that component.
+
 ### Validation Output
 
 After fixing, confirm:
 1. `bun run lint` passes with no fixes needed
-2. TypeScript compiles clean (no type errors)
-3. Re-read all modified files to verify fixes are correct
-4. Any remaining unknown response schemas were explicitly reported to the user instead of guessed
+2. TypeScript compiles clean (no type errors) — check the error list is empty for the files you touched; pre-existing unrelated errors in a worktree usually mean workspace packages resolve to the main checkout
+3. The integration's tests pass, and any test you added actually fails without its fix (revert it once and watch it go red)
+4. Derived artifacts regenerated and their diffs reviewed (see above)
+5. Re-read all modified files to verify fixes are correct
+6. Any remaining unknown response schemas were explicitly reported to the user instead of guessed
 
 ## Checklist Summary
 
@@ -316,5 +334,8 @@ After fixing, confirm:
 - [ ] Validated `{Service}BlockMeta` exported with at least 7 templates
 - [ ] Reported all issues grouped by severity
 - [ ] Fixed all critical and warning issues
+- [ ] Ran `bun run tool-metadata:generate` if any tool outputs/params changed, and confirmed `bun run tool-metadata:check` passes
+- [ ] Ran `bun run generate-docs` if any block metadata changed, and reverted unrelated drift the generator swept in
 - [ ] Ran `bun run lint` after fixes
 - [ ] Verified TypeScript compiles clean
+- [ ] Verified added tests fail without their fix
diff --git a/apps/docs/components/icons.tsx b/apps/docs/components/icons.tsx
index efedba2000d..c9a4b553dc1 100644
--- a/apps/docs/components/icons.tsx
+++ b/apps/docs/components/icons.tsx
@@ -8767,12 +8767,12 @@ export function LogfireIcon(props: SVGProps<SVGSVGElement>) {
   return (
     <svg
       {...props}
-      viewBox='0 0 138 120'
+      viewBox='0 0 750 750'
       fill='currentColor'
       role='img'
       xmlns='http://www.w3.org/2000/svg'
     >
-      <path d='M137.041 90.563 73.326 2.241c-2.005-2.757-6.628-2.757-8.613 0L.998 90.563A5.32 5.32 0 0 0 0 93.664a5.331 5.331 0 0 0 3.641 5.05l63.715 20.851h.01a5.306 5.306 0 0 0 3.292 0h.01l63.715-20.85a5.265 5.265 0 0 0 3.392-3.406 5.247 5.247 0 0 0-.749-4.746h.015ZM69.022 14.412 94.56 49.815l-23.882-7.813c-.185-.06-.38-.05-.564-.094a3.484 3.484 0 0 0-.548-.09c-.185-.025-.36-.095-.544-.095-.185 0-.354.07-.539.095-.184.02-.369.05-.548.09-.19.035-.384.035-.554.094L43.644 49.77l-.15.05L69.032 14.41h-.01ZM32.94 64.438l27.802-9.104 2.968-.967v52.838L13.86 90.887 32.94 64.438Zm41.399 42.757V54.367l30.77 10.071 19.079 26.434-49.854 16.323h.005Z' />
+      <path d='M 741.496094 539.726562 L 398.203125 63.890625 C 387.398438 49.039062 362.480469 49.039062 351.789062 63.890625 L 8.492188 539.726562 C 6.746094 542.160156 5.414062 544.804688 4.496094 547.65625 C 3.578125 550.511719 3.117188 553.4375 3.117188 556.433594 C 3.117188 557.929688 3.238281 559.414062 3.472656 560.890625 C 3.703125 562.371094 4.050781 563.820312 4.511719 565.242188 C 4.972656 566.664062 5.539062 568.042969 6.214844 569.378906 C 6.890625 570.710938 7.667969 571.984375 8.542969 573.199219 C 9.417969 574.410156 10.378906 575.550781 11.433594 576.613281 C 12.484375 577.675781 13.613281 578.648438 14.816406 579.535156 C 16.023438 580.421875 17.289062 581.207031 18.617188 581.898438 C 19.941406 582.585938 21.316406 583.167969 22.734375 583.640625 L 366.03125 695.972656 L 366.085938 695.972656 C 368.96875 696.914062 371.921875 697.382812 374.953125 697.382812 C 377.984375 697.382812 380.941406 696.914062 383.824219 695.972656 L 383.875 695.972656 L 727.175781 583.644531 C 729.316406 582.953125 731.347656 582.015625 733.265625 580.839844 C 735.183594 579.660156 736.941406 578.273438 738.527344 576.679688 C 740.117188 575.082031 741.496094 573.324219 742.667969 571.398438 C 743.835938 569.476562 744.765625 567.441406 745.449219 565.296875 C 746.15625 563.15625 746.601562 560.96875 746.785156 558.722656 C 746.96875 556.480469 746.882812 554.246094 746.53125 552.023438 C 746.183594 549.796875 745.574219 547.644531 744.710938 545.566406 C 743.84375 543.488281 742.746094 541.542969 741.414062 539.726562 Z M 375.011719 129.460938 L 512.605469 320.195312 L 383.929688 278.105469 C 382.941406 277.78125 381.882812 277.835938 380.894531 277.597656 C 379.917969 277.355469 378.933594 277.195312 377.933594 277.113281 C 376.945312 276.976562 376 276.601562 375.011719 276.601562 C 374.015625 276.601562 373.097656 276.976562 372.101562 277.113281 C 371.109375 277.21875 370.121094 277.382812 369.152344 277.597656 C 368.128906 277.785156 367.082031 277.785156 366.167969 278.105469 L 238.269531 319.953125 L 237.460938 320.222656 L 375.070312 129.453125 L 375.015625 129.453125 Z M 180.597656 398.976562 L 330.394531 349.929688 L 346.386719 344.71875 L 346.386719 629.386719 L 77.804688 541.472656 Z M 403.65625 629.332031 L 403.65625 344.71875 L 569.445312 398.976562 L 672.246094 541.390625 L 403.628906 629.332031 Z M 403.65625 629.332031 ' />
     </svg>
   )
 }
diff --git a/apps/docs/content/docs/en/integrations/logfire.mdx b/apps/docs/content/docs/en/integrations/logfire.mdx
index 1ab38b081aa..9304de6be54 100644
--- a/apps/docs/content/docs/en/integrations/logfire.mdx
+++ b/apps/docs/content/docs/en/integrations/logfire.mdx
@@ -7,7 +7,7 @@ import { BlockInfoCard } from "@/components/ui/block-info-card"
 
 <BlockInfoCard 
   type="logfire"
-  color="#E520E9"
+  color="#000000"
 />
 
 {/* MANUAL-CONTENT-START:intro */}
@@ -95,7 +95,7 @@ Search Logfire spans and logs using structured filters for message text, service
 |   ↳ `level` | string | Severity name, such as info, warn, or error |
 |   ↳ `message` | string | Human-readable message |
 |   ↳ `spanName` | string | Template label for similar records |
-|   ↳ `kind` | string | Record kind: span, log, or span_event |
+|   ↳ `kind` | string | Record kind: span, log, span_event, or pending_span |
 |   ↳ `serviceName` | string | Service that emitted the record |
 |   ↳ `deploymentEnvironment` | string | Deployment environment of the record |
 |   ↳ `traceId` | string | Trace this record belongs to |
@@ -134,7 +134,7 @@ Fetch every span and log belonging to a Logfire trace, ordered from earliest to
 |   ↳ `level` | string | Severity name, such as info, warn, or error |
 |   ↳ `message` | string | Human-readable message |
 |   ↳ `spanName` | string | Template label for similar records |
-|   ↳ `kind` | string | Record kind: span, log, or span_event |
+|   ↳ `kind` | string | Record kind: span, log, span_event, or pending_span |
 |   ↳ `serviceName` | string | Service that emitted the record |
 |   ↳ `deploymentEnvironment` | string | Deployment environment of the record |
 |   ↳ `traceId` | string | Trace this record belongs to |
@@ -164,5 +164,7 @@ Resolve which Logfire organization and project a read token belongs to. Useful f
 | --------- | ---- | ----------- |
 | `organizationName` | string | Logfire organization the read token belongs to |
 | `projectName` | string | Logfire project the read token belongs to |
+| `expiresAt` | string | When the read token expires. Null when it never expires. |
+| `spendingCapReachedAt` | string | When the organization's spending cap was reached, which stops queries. Null when it has not been reached. |
 
 
diff --git a/apps/sim/blocks/blocks/logfire.ts b/apps/sim/blocks/blocks/logfire.ts
index fa8b17c0d00..87b8e2bec57 100644
--- a/apps/sim/blocks/blocks/logfire.ts
+++ b/apps/sim/blocks/blocks/logfire.ts
@@ -82,8 +82,8 @@ export const LogfireBlock: BlockConfig<LogfireResponse> = {
   category: 'tools',
   authMode: AuthMode.ApiKey,
   integrationType: IntegrationType.Observability,
-  bgColor: '#E520E9',
-  iconColor: '#E520E9',
+  bgColor: '#000000',
+  iconColor: '#E620E9',
   icon: LogfireIcon,
   subBlocks: [
     {
@@ -113,6 +113,7 @@ export const LogfireBlock: BlockConfig<LogfireResponse> = {
       placeholder: 'https://logfire-us.pydantic.dev',
       description:
         'Base URL of your Logfire instance. Leave blank for Logfire Cloud — the region is read from your token. Set this for a self-hosted deployment.',
+      mode: 'advanced',
     },
     {
       id: 'region',
@@ -291,7 +292,7 @@ Return ONLY the IANA timezone string - no explanations or quotes.`,
           host: params.host,
         }
 
-        const window = {
+        const timeWindow = {
           minTimestamp: params.minTimestamp,
           maxTimestamp: params.maxTimestamp,
           limit: toNumber(params.limit),
@@ -301,7 +302,7 @@ Return ONLY the IANA timezone string - no explanations or quotes.`,
           case 'logfire_query':
             return {
               ...baseParams,
-              ...window,
+              ...timeWindow,
               sql: params.sql,
               timezone: params.timezone,
               environment: params.environment,
@@ -310,7 +311,7 @@ Return ONLY the IANA timezone string - no explanations or quotes.`,
           case 'logfire_get_trace':
             return {
               ...baseParams,
-              ...window,
+              ...timeWindow,
               traceId: params.traceId,
             }
 
@@ -320,7 +321,7 @@ Return ONLY the IANA timezone string - no explanations or quotes.`,
           default:
             return {
               ...baseParams,
-              ...window,
+              ...timeWindow,
               query: params.query,
               service: params.service,
               spanName: params.spanName,
@@ -355,12 +356,50 @@ Return ONLY the IANA timezone string - no explanations or quotes.`,
       type: 'json',
       description:
         'Result rows. Raw SQL returns the query projection; Search Records and Get Trace return records (startTimestamp, endTimestamp, duration, level, message, spanName, kind, serviceName, deploymentEnvironment, traceId, spanId, parentSpanId, isException, exceptionType, exceptionMessage).',
+      condition: {
+        field: 'operation',
+        value: ['logfire_query', 'logfire_search_records', 'logfire_get_trace'],
+      },
+    },
+    rowCount: {
+      type: 'number',
+      description: 'Number of rows returned',
+      condition: {
+        field: 'operation',
+        value: ['logfire_query', 'logfire_search_records', 'logfire_get_trace'],
+      },
+    },
+    columns: {
+      type: 'json',
+      description: 'Column metadata (name, datatype, nullable)',
+      condition: { field: 'operation', value: 'logfire_query' },
+    },
+    sql: {
+      type: 'string',
+      description: 'SQL query that was executed against Logfire',
+      condition: { field: 'operation', value: ['logfire_search_records', 'logfire_get_trace'] },
+    },
+    organizationName: {
+      type: 'string',
+      description: 'Organization the read token belongs to',
+      condition: { field: 'operation', value: 'logfire_get_token_info' },
+    },
+    projectName: {
+      type: 'string',
+      description: 'Project the read token belongs to',
+      condition: { field: 'operation', value: 'logfire_get_token_info' },
+    },
+    expiresAt: {
+      type: 'string',
+      description: 'When the read token expires. Null when it never expires.',
+      condition: { field: 'operation', value: 'logfire_get_token_info' },
+    },
+    spendingCapReachedAt: {
+      type: 'string',
+      description:
+        "When the organization's spending cap was reached, which stops queries. Null when it has not been reached.",
+      condition: { field: 'operation', value: 'logfire_get_token_info' },
     },
-    rowCount: { type: 'number', description: 'Number of rows returned' },
-    columns: { type: 'json', description: 'Column metadata (name, datatype, nullable)' },
-    sql: { type: 'string', description: 'SQL query that was executed against Logfire' },
-    organizationName: { type: 'string', description: 'Organization the read token belongs to' },
-    projectName: { type: 'string', description: 'Project the read token belongs to' },
   },
 }
 
@@ -467,5 +506,17 @@ export const LogfireBlockMeta = {
       content:
         '# Reconstruct Logfire Trace\n\nTurn a trace ID into a readable story of one request.\n\n## Steps\n1. Run Get Trace with the trace ID. Spans come back earliest first.\n2. Build the tree using spanId and parentSpanId to see which operations nested inside which.\n3. Note each span duration to find where time was spent, and flag any span where isException is true.\n4. If the trace is truncated, raise the limit and refetch.\n\n## Output\nAn ordered walkthrough of the request: the entry point, each significant nested operation with its duration, and where it failed or ended. Call out the single slowest span and the first exception.',
     },
+    {
+      name: 'track-logfire-llm-cost',
+      description: 'Aggregate LLM token usage and spend per model from Logfire GenAI spans.',
+      content:
+        "# Track Logfire LLM Cost\n\nAttribute AI spend to models and services.\n\n## Steps\n1. Run a SQL Query against the records table reading the GenAI attributes Logfire records under OpenTelemetry conventions, for example: SELECT date_trunc('day', start_timestamp) AS day, attributes->>'gen_ai.request.model' AS model, sum((attributes->'gen_ai.usage.input_tokens')::numeric) AS input_tokens, sum((attributes->'gen_ai.usage.output_tokens')::numeric) AS output_tokens FROM records WHERE attributes ? 'gen_ai.request.model' GROUP BY day, model ORDER BY day DESC.\n2. Add sum((attributes->'operation.cost')::numeric) AS cost_usd when the instrumentation records cost.\n3. Slice by service_name or deployment_environment to attribute spend to a team or environment.\n4. Cast JSON attributes to numeric before any arithmetic — they are stored as JSON, not numbers.\n\n## Output\nSpend and token totals broken down by model and day, the biggest contributor, and any model whose cost per call moved materially.",
+    },
+    {
+      name: 'verify-logfire-token-target',
+      description: 'Confirm which Logfire organization and project a read token points at.',
+      content:
+        '# Verify Logfire Token Target\n\nCheck a credential before trusting the data it returns.\n\n## Steps\n1. Run Get Token Info to resolve the organization and project the read token belongs to.\n2. Compare them against the project the user expected to query.\n3. If they differ, stop and report the mismatch rather than querying — the token points at another project.\n4. When they match, proceed with Search Records or a SQL Query.\n\n## Output\nThe organization and project names behind the token, and a clear statement of whether they match the expected target.',
+    },
   ],
 } as const satisfies BlockMeta
diff --git a/apps/sim/components/icons.tsx b/apps/sim/components/icons.tsx
index deb3548b350..256501851da 100644
--- a/apps/sim/components/icons.tsx
+++ b/apps/sim/components/icons.tsx
@@ -8918,12 +8918,12 @@ export function LogfireIcon(props: SVGProps<SVGSVGElement>) {
   return (
     <svg
       {...props}
-      viewBox='0 0 138 120'
+      viewBox='0 0 750 750'
       fill='currentColor'
       role='img'
       xmlns='http://www.w3.org/2000/svg'
     >
-      <path d='M137.041 90.563 73.326 2.241c-2.005-2.757-6.628-2.757-8.613 0L.998 90.563A5.32 5.32 0 0 0 0 93.664a5.331 5.331 0 0 0 3.641 5.05l63.715 20.851h.01a5.306 5.306 0 0 0 3.292 0h.01l63.715-20.85a5.265 5.265 0 0 0 3.392-3.406 5.247 5.247 0 0 0-.749-4.746h.015ZM69.022 14.412 94.56 49.815l-23.882-7.813c-.185-.06-.38-.05-.564-.094a3.484 3.484 0 0 0-.548-.09c-.185-.025-.36-.095-.544-.095-.185 0-.354.07-.539.095-.184.02-.369.05-.548.09-.19.035-.384.035-.554.094L43.644 49.77l-.15.05L69.032 14.41h-.01ZM32.94 64.438l27.802-9.104 2.968-.967v52.838L13.86 90.887 32.94 64.438Zm41.399 42.757V54.367l30.77 10.071 19.079 26.434-49.854 16.323h.005Z' />
+      <path d='M 741.496094 539.726562 L 398.203125 63.890625 C 387.398438 49.039062 362.480469 49.039062 351.789062 63.890625 L 8.492188 539.726562 C 6.746094 542.160156 5.414062 544.804688 4.496094 547.65625 C 3.578125 550.511719 3.117188 553.4375 3.117188 556.433594 C 3.117188 557.929688 3.238281 559.414062 3.472656 560.890625 C 3.703125 562.371094 4.050781 563.820312 4.511719 565.242188 C 4.972656 566.664062 5.539062 568.042969 6.214844 569.378906 C 6.890625 570.710938 7.667969 571.984375 8.542969 573.199219 C 9.417969 574.410156 10.378906 575.550781 11.433594 576.613281 C 12.484375 577.675781 13.613281 578.648438 14.816406 579.535156 C 16.023438 580.421875 17.289062 581.207031 18.617188 581.898438 C 19.941406 582.585938 21.316406 583.167969 22.734375 583.640625 L 366.03125 695.972656 L 366.085938 695.972656 C 368.96875 696.914062 371.921875 697.382812 374.953125 697.382812 C 377.984375 697.382812 380.941406 696.914062 383.824219 695.972656 L 383.875 695.972656 L 727.175781 583.644531 C 729.316406 582.953125 731.347656 582.015625 733.265625 580.839844 C 735.183594 579.660156 736.941406 578.273438 738.527344 576.679688 C 740.117188 575.082031 741.496094 573.324219 742.667969 571.398438 C 743.835938 569.476562 744.765625 567.441406 745.449219 565.296875 C 746.15625 563.15625 746.601562 560.96875 746.785156 558.722656 C 746.96875 556.480469 746.882812 554.246094 746.53125 552.023438 C 746.183594 549.796875 745.574219 547.644531 744.710938 545.566406 C 743.84375 543.488281 742.746094 541.542969 741.414062 539.726562 Z M 375.011719 129.460938 L 512.605469 320.195312 L 383.929688 278.105469 C 382.941406 277.78125 381.882812 277.835938 380.894531 277.597656 C 379.917969 277.355469 378.933594 277.195312 377.933594 277.113281 C 376.945312 276.976562 376 276.601562 375.011719 276.601562 C 374.015625 276.601562 373.097656 276.976562 372.101562 277.113281 C 371.109375 277.21875 370.121094 277.382812 369.152344 277.597656 C 368.128906 277.785156 367.082031 277.785156 366.167969 278.105469 L 238.269531 319.953125 L 237.460938 320.222656 L 375.070312 129.453125 L 375.015625 129.453125 Z M 180.597656 398.976562 L 330.394531 349.929688 L 346.386719 344.71875 L 346.386719 629.386719 L 77.804688 541.472656 Z M 403.65625 629.332031 L 403.65625 344.71875 L 569.445312 398.976562 L 672.246094 541.390625 L 403.628906 629.332031 Z M 403.65625 629.332031 ' />
     </svg>
   )
 }
diff --git a/apps/sim/lib/integrations/integrations.json b/apps/sim/lib/integrations/integrations.json
index 8d4fb0149ed..e64dc721f55 100644
--- a/apps/sim/lib/integrations/integrations.json
+++ b/apps/sim/lib/integrations/integrations.json
@@ -1,5 +1,5 @@
 {
-  "updatedAt": "2026-07-31",
+  "updatedAt": "2026-08-02",
   "integrations": [
     {
       "type": "onepassword",
@@ -11665,7 +11665,7 @@
       "name": "Logfire",
       "description": "Query traces, logs, and metrics in Pydantic Logfire",
       "longDescription": "Integrate Pydantic Logfire into workflows. Run SQL over your observability data, search spans and logs with structured filters, pull an entire trace by ID, and confirm which project a read token targets.",
-      "bgColor": "#E520E9",
+      "bgColor": "#000000",
       "iconName": "LogfireIcon",
       "docsUrl": "https://docs.sim.ai/integrations/logfire",
       "operations": [
diff --git a/apps/sim/tools/generated/tool-outputs.ts b/apps/sim/tools/generated/tool-outputs.ts
index 983819dd5c9..510049efba7 100644
--- a/apps/sim/tools/generated/tool-outputs.ts
+++ b/apps/sim/tools/generated/tool-outputs.ts
@@ -3,7 +3,7 @@
 
 /** Declared output shapes for every built-in tool, keyed by tool id. */
 const toolOutputs: Record<string, unknown> = JSON.parse(
-  '{"a2a_cancel_task":{"taskId":{"type":"string","description":"Task identifier"},"state":{"type":"string","description":"Task lifecycle state after cancellation"},"canceled":{"type":"boolean","description":"Whether the task was canceled"}},"a2a_get_agent_card":{"name":{"type":"string","description":"Agent display name"},"description":{"type":"string","description":"Agent description"},"url":{"type":"string","description":"Agent endpoint URL"},"version":{"type":"string","description":"The agent\'s own version"},"protocolVersion":{"type":"string","description":"A2A protocol version the agent exposes"},"capabilities":{"type":"json","description":"Agent capability flags","properties":{"streaming":{"type":"boolean","description":"Supports streaming responses"},"pushNotifications":{"type":"boolean","description":"Supports push notifications"},"extendedAgentCard":{"type":"boolean","description":"Provides an extended agent card"}}},"skills":{"type":"array","description":"Skills the agent can perform","items":{"type":"object","properties":{"id":{"type":"string","description":"Skill identifier"},"name":{"type":"string","description":"Skill name"},"description":{"type":"string","description":"Skill description"}}}},"defaultInputModes":{"type":"array","description":"Default accepted input media types","items":{"type":"string"}},"defaultOutputModes":{"type":"array","description":"Default produced output media types","items":{"type":"string"}}},"a2a_get_task":{"content":{"type":"string","description":"Agent response text"},"taskId":{"type":"string","description":"Task identifier"},"contextId":{"type":"string","description":"Conversation/context identifier"},"state":{"type":"string","description":"Task lifecycle state"},"artifacts":{"type":"array","description":"Structured task output artifacts","items":{"type":"object","properties":{"name":{"type":"string","description":"Artifact name"},"description":{"type":"string","description":"Artifact description"},"content":{"type":"string","description":"Artifact text content"}}}}},"a2a_send_message":{"content":{"type":"string","description":"Agent response text"},"taskId":{"type":"string","description":"Task identifier"},"contextId":{"type":"string","description":"Conversation/context identifier"},"state":{"type":"string","description":"Task lifecycle state"},"artifacts":{"type":"array","description":"Structured task output artifacts","items":{"type":"object","properties":{"name":{"type":"string","description":"Artifact name"},"description":{"type":"string","description":"Artifact description"},"content":{"type":"string","description":"Artifact text content"}}}}},"agentmail_create_draft":{"draftId":{"type":"string","description":"Unique identifier for the draft"},"inboxId":{"type":"string","description":"Inbox the draft belongs to"},"subject":{"type":"string","description":"Draft subject","optional":true},"to":{"type":"array","description":"Recipient email addresses"},"cc":{"type":"array","description":"CC email addresses"},"bcc":{"type":"array","description":"BCC email addresses"},"text":{"type":"string","description":"Plain text content","optional":true},"html":{"type":"string","description":"HTML content","optional":true},"preview":{"type":"string","description":"Draft preview text","optional":true},"labels":{"type":"array","description":"Labels assigned to the draft"},"inReplyTo":{"type":"string","description":"Message ID this draft replies to","optional":true},"sendStatus":{"type":"string","description":"Send status (scheduled, sending, failed)","optional":true},"sendAt":{"type":"string","description":"Scheduled send time","optional":true},"createdAt":{"type":"string","description":"Creation timestamp"},"updatedAt":{"type":"string","description":"Last updated timestamp"}},"agentmail_create_inbox":{"inboxId":{"type":"string","description":"Unique identifier for the inbox"},"email":{"type":"string","description":"Email address of the inbox"},"displayName":{"type":"string","description":"Display name of the inbox","optional":true},"createdAt":{"type":"string","description":"Creation timestamp"},"updatedAt":{"type":"string","description":"Last updated timestamp"}},"agentmail_delete_draft":{"deleted":{"type":"boolean","description":"Whether the draft was successfully deleted"}},"agentmail_delete_inbox":{"deleted":{"type":"boolean","description":"Whether the inbox was successfully deleted"}},"agentmail_delete_thread":{"deleted":{"type":"boolean","description":"Whether the thread was successfully deleted"}},"agentmail_forward_message":{"messageId":{"type":"string","description":"ID of the forwarded message"},"threadId":{"type":"string","description":"ID of the thread"}},"agentmail_get_draft":{"draftId":{"type":"string","description":"Unique identifier for the draft"},"inboxId":{"type":"string","description":"Inbox the draft belongs to"},"subject":{"type":"string","description":"Draft 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normal, high, urgent)","optional":true},"status":{"type":"string","description":"Ticket status (new, open, pending, hold, solved, closed)"},"recipient":{"type":"string","description":"Original recipient email address","optional":true},"requester_id":{"type":"number","description":"User ID of the ticket requester"},"submitter_id":{"type":"number","description":"User ID of the ticket submitter"},"assignee_id":{"type":"number","description":"User ID of the agent assigned to the ticket","optional":true},"organization_id":{"type":"number","description":"Organization ID of the requester","optional":true},"group_id":{"type":"number","description":"Group ID assigned to the ticket","optional":true},"collaborator_ids":{"type":"array","description":"User IDs of collaborators (CC)","items":{"type":"number","description":"Collaborator user ID"}},"follower_ids":{"type":"array","description":"User IDs of followers","items":{"type":"number","description":"Follower user ID"}},"email_cc_ids":{"type":"array","description":"User IDs of email CCs","items":{"type":"number","description":"Email CC user ID"}},"forum_topic_id":{"type":"number","description":"Topic ID in the community forum","optional":true},"problem_id":{"type":"number","description":"For incident tickets, the ID of the associated problem ticket","optional":true},"has_incidents":{"type":"boolean","description":"Whether the ticket has incident tickets linked"},"is_public":{"type":"boolean","description":"Whether the first comment is public"},"due_at":{"type":"string","description":"Due date for task tickets (ISO 8601 format)","optional":true},"tags":{"type":"array","description":"Tags associated with the ticket","items":{"type":"string","description":"Tag name"}},"custom_fields":{"type":"array","description":"Custom ticket fields","items":{"type":"object","properties":{"id":{"type":"number","description":"Custom field ID"},"value":{"type":"string","description":"Custom field value"}}}},"custom_status_id":{"type":"number","description":"Custom status ID","optional":true},"satisfaction_rating":{"type":"object","description":"Customer satisfaction rating","optional":true,"properties":{"id":{"type":"number","description":"Satisfaction rating ID","optional":true},"score":{"type":"string","description":"Rating score (e.g., good, bad, offered, unoffered)"},"comment":{"type":"string","description":"Comment left with the rating","optional":true}}},"sharing_agreement_ids":{"type":"array","description":"Sharing agreement IDs","items":{"type":"number","description":"Sharing agreement ID"}},"followup_ids":{"type":"array","description":"IDs of follow-up tickets","items":{"type":"number","description":"Follow-up ticket ID"}},"brand_id":{"type":"number","description":"Brand ID the ticket belongs to"},"allow_attachments":{"type":"boolean","description":"Whether attachments are allowed"},"allow_channelback":{"type":"boolean","description":"Whether channelback is enabled"},"from_messaging_channel":{"type":"boolean","description":"Whether the ticket originated from a messaging channel"},"ticket_form_id":{"type":"number","description":"Ticket form ID","optional":true},"generated_timestamp":{"type":"number","description":"Unix timestamp of the ticket generation"}}},"ticket_id":{"type":"number","description":"The updated ticket ID"}},"zendesk_update_tickets_bulk":{"job_status":{"type":"object","description":"Job status object for bulk operations","properties":{"id":{"type":"string","description":"Automatically assigned job ID"},"url":{"type":"string","description":"URL to poll for status updates"},"status":{"type":"string","description":"Current job status (queued, working, failed, completed)"},"job_type":{"type":"string","description":"Category of background task"},"total":{"type":"number","description":"Total number of tasks in this job"},"progress":{"type":"number","description":"Number of tasks already completed"},"message":{"type":"string","description":"Message from the job worker","optional":true},"results":{"type":"array","description":"Array of result objects from the job","optional":true,"items":{"type":"object","properties":{"id":{"type":"number","description":"ID of the created or updated resource"},"index":{"type":"number","description":"Position of the result in the batch","optional":true},"action":{"type":"string","description":"Action performed (e.g., create, update)","optional":true},"success":{"type":"boolean","description":"Whether the operation succeeded"},"status":{"type":"string","description":"Status message (e.g., Updated, Created)","optional":true},"error":{"type":"string","description":"Error message if operation failed","optional":true}}}}}},"job_id":{"type":"string","description":"The bulk operation job ID"}},"zendesk_update_user":{"user":{"type":"object","description":"Updated user object","properties":{"id":{"type":"number","description":"Automatically assigned user ID"},"url":{"type":"string","description":"API URL of the user"},"name":{"type":"string","description":"User name"},"email":{"type":"string","description":"Primary email address"},"created_at":{"type":"string","description":"When the user was created (ISO 8601 format)"},"updated_at":{"type":"string","description":"When the user was last updated (ISO 8601 format)"},"time_zone":{"type":"string","description":"Time zone (e.g., Eastern Time (US & Canada))"},"iana_time_zone":{"type":"string","description":"IANA time zone (e.g., America/New_York)"},"phone":{"type":"string","description":"Phone number","optional":true},"shared_phone_number":{"type":"boolean","description":"Whether the phone number is shared"},"photo":{"type":"object","description":"User photo details","optional":true,"properties":{"content_url":{"type":"string","description":"URL to the photo"},"file_name":{"type":"string","description":"Photo file name"},"size":{"type":"number","description":"File size in bytes"}}},"locale":{"type":"string","description":"Locale (e.g., en-US)"},"locale_id":{"type":"number","description":"Locale ID"},"organization_id":{"type":"number","description":"Primary organization ID","optional":true},"role":{"type":"string","description":"User role (end-user, agent, admin)"},"role_type":{"type":"number","description":"Role type identifier","optional":true},"custom_role_id":{"type":"number","description":"Custom role ID","optional":true},"active":{"type":"boolean","description":"Whether the user is active (false if deleted)"},"verified":{"type":"boolean","description":"Whether any user identity has been verified"},"alias":{"type":"string","description":"Alias displayed to end users","optional":true},"details":{"type":"string","description":"Details about the user","optional":true},"notes":{"type":"string","description":"Notes about the user","optional":true},"signature":{"type":"string","description":"User signature for email 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pairs)","optional":true}},"zep_get_user_threads":{"threads":{"type":"array","description":"Array of thread objects","items":{"type":"object","properties":{"threadId":{"type":"string","description":"Thread identifier"},"userId":{"type":"string","description":"Associated user ID"},"uuid":{"type":"string","description":"Internal UUID"},"createdAt":{"type":"string","description":"Creation timestamp (ISO 8601)"},"updatedAt":{"type":"string","description":"Last update timestamp (ISO 8601)"},"projectUuid":{"type":"string","description":"Project UUID"},"metadata":{"type":"object","description":"Custom metadata (dynamic key-value pairs)","optional":true}}}},"totalCount":{"type":"number","description":"Total number of items available","optional":true}},"zerobounce_get_credits":{"credits":{"type":"number","description":"Remaining validation credits (-1 if unavailable)"}},"zerobounce_verify_email":{"email":{"type":"string","description":"The validated email address"},"status":{"type":"string","description":"Validation status (valid, invalid, catch_all, unknown, spamtrap, abuse, do_not_mail)"},"deliverable":{"type":"boolean","description":"Whether the email is valid and safe to send"},"subStatus":{"type":"string","description":"Detailed sub-status from ZeroBounce","optional":true},"freeEmail":{"type":"boolean","description":"Whether the address is on a free email provider","optional":true},"didYouMean":{"type":"string","description":"Suggested correction for a likely typo","optional":true}},"zoom_create_meeting":{"meeting":{"type":"object","description":"The created meeting with all its properties","properties":{"id":{"type":"number","description":"Meeting ID"},"uuid":{"type":"string","description":"Meeting UUID"},"host_id":{"type":"string","description":"Host user ID"},"host_email":{"type":"string","description":"Host email address"},"topic":{"type":"string","description":"Meeting topic"},"type":{"type":"number","description":"Meeting type: 1=instant, 2=scheduled, 3=recurring no fixed time, 8=recurring fixed time"},"status":{"type":"string","description":"Meeting status (e.g., waiting, started)"},"start_time":{"type":"string","description":"Start time in ISO 8601 format"},"duration":{"type":"number","description":"Duration in minutes"},"timezone":{"type":"string","description":"Timezone (e.g., America/Los_Angeles)"},"agenda":{"type":"string","description":"Meeting agenda"},"created_at":{"type":"string","description":"Creation timestamp in ISO 8601 format"},"start_url":{"type":"string","description":"URL for host to start the meeting"},"join_url":{"type":"string","description":"URL for participants to join the meeting"},"password":{"type":"string","description":"Meeting password"},"h323_password":{"type":"string","description":"H.323/SIP room system password"},"pstn_password":{"type":"string","description":"PSTN password for phone dial-in"},"encrypted_password":{"type":"string","description":"Encrypted password for joining"},"settings":{"type":"object","description":"Meeting settings","properties":{"host_video":{"type":"boolean","description":"Start with host video on"},"participant_video":{"type":"boolean","description":"Start with participant video on"},"join_before_host":{"type":"boolean","description":"Allow participants to join before host"},"mute_upon_entry":{"type":"boolean","description":"Mute participants upon entry"},"watermark":{"type":"boolean","description":"Add watermark when viewing shared screen"},"audio":{"type":"string","description":"Audio options: both, telephony, or voip"},"auto_recording":{"type":"string","description":"Auto recording: local, cloud, or none"},"waiting_room":{"type":"boolean","description":"Enable waiting room"},"meeting_authentication":{"type":"boolean","description":"Require meeting authentication"},"approval_type":{"type":"number","description":"Approval type: 0=auto, 1=manual, 2=none"}}},"recurrence":{"type":"object","description":"Recurrence settings for recurring meetings","properties":{"type":{"type":"number","description":"Recurrence type: 1=daily, 2=weekly, 3=monthly"},"repeat_interval":{"type":"number","description":"Interval between recurring meetings"},"weekly_days":{"type":"string","description":"Days of week for weekly recurrence (1-7, comma-separated)"},"monthly_day":{"type":"number","description":"Day of month for monthly recurrence"},"monthly_week":{"type":"number","description":"Week of month for monthly recurrence"},"monthly_week_day":{"type":"number","description":"Day of week for monthly recurrence"},"end_times":{"type":"number","description":"Number of occurrences"},"end_date_time":{"type":"string","description":"End date time in ISO 8601 format"}}},"occurrences":{"type":"array","description":"Meeting occurrences for recurring meetings","items":{"type":"object","properties":{"occurrence_id":{"type":"string","description":"Occurrence ID"},"start_time":{"type":"string","description":"Start time in ISO 8601 format"},"duration":{"type":"number","description":"Duration in minutes"},"status":{"type":"string","description":"Occurrence status"}}}}}}},"zoom_delete_meeting":{"success":{"type":"boolean","description":"Whether the meeting was deleted successfully"}},"zoom_delete_recording":{"success":{"type":"boolean","description":"Whether the recording was deleted successfully"}},"zoom_get_meeting":{"meeting":{"type":"object","description":"The meeting details","properties":{"id":{"type":"number","description":"Meeting ID"},"uuid":{"type":"string","description":"Meeting UUID"},"host_id":{"type":"string","description":"Host user ID"},"host_email":{"type":"string","description":"Host email address"},"topic":{"type":"string","description":"Meeting topic"},"type":{"type":"number","description":"Meeting type: 1=instant, 2=scheduled, 3=recurring no fixed time, 8=recurring fixed time"},"status":{"type":"string","description":"Meeting status (e.g., waiting, started)"},"start_time":{"type":"string","description":"Start time in ISO 8601 format"},"duration":{"type":"number","description":"Duration in minutes"},"timezone":{"type":"string","description":"Timezone (e.g., America/Los_Angeles)"},"agenda":{"type":"string","description":"Meeting agenda"},"created_at":{"type":"string","description":"Creation timestamp in ISO 8601 format"},"start_url":{"type":"string","description":"URL for host to start the meeting"},"join_url":{"type":"string","description":"URL for participants to join the meeting"},"password":{"type":"string","description":"Meeting password"},"h323_password":{"type":"string","description":"H.323/SIP room system password"},"pstn_password":{"type":"string","description":"PSTN password for phone dial-in"},"encrypted_password":{"type":"string","description":"Encrypted password for joining"},"settings":{"type":"object","description":"Meeting settings","properties":{"host_video":{"type":"boolean","description":"Start with host video on"},"participant_video":{"type":"boolean","description":"Start with participant video on"},"join_before_host":{"type":"boolean","description":"Allow participants to join before host"},"mute_upon_entry":{"type":"boolean","description":"Mute participants upon entry"},"watermark":{"type":"boolean","description":"Add watermark when viewing shared screen"},"audio":{"type":"string","description":"Audio options: both, telephony, or voip"},"auto_recording":{"type":"string","description":"Auto recording: local, cloud, or none"},"waiting_room":{"type":"boolean","description":"Enable waiting room"},"meeting_authentication":{"type":"boolean","description":"Require meeting authentication"},"approval_type":{"type":"number","description":"Approval type: 0=auto, 1=manual, 2=none"}}},"recurrence":{"type":"object","description":"Recurrence settings for recurring meetings","properties":{"type":{"type":"number","description":"Recurrence type: 1=daily, 2=weekly, 3=monthly"},"repeat_interval":{"type":"number","description":"Interval between recurring meetings"},"weekly_days":{"type":"string","description":"Days of week for weekly recurrence (1-7, comma-separated)"},"monthly_day":{"type":"number","description":"Day of month for monthly recurrence"},"monthly_week":{"type":"number","description":"Week of month for monthly recurrence"},"monthly_week_day":{"type":"number","description":"Day of week for monthly recurrence"},"end_times":{"type":"number","description":"Number of occurrences"},"end_date_time":{"type":"string","description":"End date time in ISO 8601 format"}}},"occurrences":{"type":"array","description":"Meeting occurrences for recurring meetings","items":{"type":"object","properties":{"occurrence_id":{"type":"string","description":"Occurrence ID"},"start_time":{"type":"string","description":"Start time in ISO 8601 format"},"duration":{"type":"number","description":"Duration in minutes"},"status":{"type":"string","description":"Occurrence status"}}}}}}},"zoom_get_meeting_invitation":{"invitation":{"type":"string","description":"The meeting invitation text"}},"zoom_get_meeting_recordings":{"recording":{"type":"object","description":"The meeting recording with all files","properties":{"uuid":{"type":"string","description":"Meeting UUID"},"id":{"type":"number","description":"Meeting ID"},"account_id":{"type":"string","description":"Account ID"},"host_id":{"type":"string","description":"Host user ID"},"topic":{"type":"string","description":"Meeting topic"},"type":{"type":"number","description":"Meeting type"},"start_time":{"type":"string","description":"Meeting start time"},"duration":{"type":"number","description":"Meeting duration in minutes"},"total_size":{"type":"number","description":"Total size of all recordings in bytes"},"recording_count":{"type":"number","description":"Number of recording files"},"share_url":{"type":"string","description":"URL to share recordings"},"recording_files":{"type":"array","description":"List of recording files","items":{"type":"object","properties":{"id":{"type":"string","description":"Recording file ID"},"meeting_id":{"type":"string","description":"Meeting ID associated with the recording"},"recording_start":{"type":"string","description":"Start time of the recording"},"recording_end":{"type":"string","description":"End time of the recording"},"file_type":{"type":"string","description":"Type of recording file (MP4, M4A, etc.)"},"file_extension":{"type":"string","description":"File extension"},"file_size":{"type":"number","description":"File size in bytes"},"play_url":{"type":"string","description":"URL to play the recording"},"download_url":{"type":"string","description":"URL to download the recording"},"status":{"type":"string","description":"Recording status"},"recording_type":{"type":"string","description":"Type of recording (shared_screen, audio_only, etc.)"}}}}}},"files":{"type":"file[]","description":"Downloaded recording files","optional":true}},"zoom_list_meetings":{"meetings":{"type":"array","description":"List of meetings","items":{"type":"object","properties":{"id":{"type":"number","description":"Meeting ID"},"uuid":{"type":"string","description":"Meeting UUID"},"host_id":{"type":"string","description":"Host user ID"},"topic":{"type":"string","description":"Meeting topic"},"type":{"type":"number","description":"Meeting type"},"start_time":{"type":"string","description":"Start time in ISO 8601 format"},"duration":{"type":"number","description":"Duration in minutes"},"timezone":{"type":"string","description":"Timezone"},"agenda":{"type":"string","description":"Meeting agenda"},"created_at":{"type":"string","description":"Creation timestamp"},"join_url":{"type":"string","description":"URL for participants to join"}}}},"pageInfo":{"type":"object","description":"Pagination information","properties":{"pageCount":{"type":"number","description":"Total number of pages"},"pageNumber":{"type":"number","description":"Current page number"},"pageSize":{"type":"number","description":"Number of records per page"},"totalRecords":{"type":"number","description":"Total number of records"},"nextPageToken":{"type":"string","description":"Token for next page of results"}}}},"zoom_list_past_participants":{"participants":{"type":"array","description":"List of meeting participants","items":{"type":"object","properties":{"id":{"type":"string","description":"Participant unique identifier"},"user_id":{"type":"string","description":"User ID if registered Zoom user"},"name":{"type":"string","description":"Participant display name"},"user_email":{"type":"string","description":"Participant email address"},"join_time":{"type":"string","description":"Time when participant joined (ISO 8601)"},"leave_time":{"type":"string","description":"Time when participant left (ISO 8601)"},"duration":{"type":"number","description":"Duration in seconds participant was in meeting"},"attentiveness_score":{"type":"string","description":"Attentiveness score (deprecated)"},"failover":{"type":"boolean","description":"Whether participant failed over to another data center"},"status":{"type":"string","description":"Participant status"}}}},"pageInfo":{"type":"object","description":"Pagination information","properties":{"pageSize":{"type":"number","description":"Number of records per page"},"totalRecords":{"type":"number","description":"Total number of records"},"nextPageToken":{"type":"string","description":"Token for next page of results"}}}},"zoom_list_recordings":{"recordings":{"type":"array","description":"List of recordings","items":{"type":"object","properties":{"uuid":{"type":"string","description":"Meeting UUID"},"id":{"type":"number","description":"Meeting ID"},"account_id":{"type":"string","description":"Account ID"},"host_id":{"type":"string","description":"Host user ID"},"topic":{"type":"string","description":"Meeting topic"},"type":{"type":"number","description":"Meeting type"},"start_time":{"type":"string","description":"Meeting start time"},"duration":{"type":"number","description":"Meeting duration in minutes"},"total_size":{"type":"number","description":"Total size of all recordings in bytes"},"recording_count":{"type":"number","description":"Number of recording files"},"share_url":{"type":"string","description":"URL to share recordings"},"recording_files":{"type":"array","description":"List of recording files","items":{"type":"object","properties":{"id":{"type":"string","description":"Recording file ID"},"meeting_id":{"type":"string","description":"Meeting ID associated with the recording"},"recording_start":{"type":"string","description":"Start time of the recording"},"recording_end":{"type":"string","description":"End time of the recording"},"file_type":{"type":"string","description":"Type of recording file (MP4, M4A, etc.)"},"file_extension":{"type":"string","description":"File extension"},"file_size":{"type":"number","description":"File size in bytes"},"play_url":{"type":"string","description":"URL to play the recording"},"download_url":{"type":"string","description":"URL to download the recording"},"status":{"type":"string","description":"Recording status"},"recording_type":{"type":"string","description":"Type of recording (shared_screen, audio_only, etc.)"}}}}}}},"pageInfo":{"type":"object","description":"Pagination information","properties":{"from":{"type":"string","description":"Start date of query range"},"to":{"type":"string","description":"End date of query range"},"pageSize":{"type":"number","description":"Number of records per page"},"totalRecords":{"type":"number","description":"Total number of records"},"nextPageToken":{"type":"string","description":"Token for next page of results"}}}},"zoom_update_meeting":{"success":{"type":"boolean","description":"Whether the meeting was updated successfully"}},"zoominfo_enrich_companies":{"results":{"type":"array","description":"Enrichment results, one per input with match status and attributes","items":{"type":"json"}}},"zoominfo_enrich_contacts":{"results":{"type":"array","description":"Enrichment results, one per input with match status and attributes","items":{"type":"json"}}},"zoominfo_search_companies":{"companies":{"type":"array","description":"Matching companies","items":{"type":"json"}},"totalResults":{"type":"number","description":"Total number of matching results across all pages","optional":true},"currentPage":{"type":"number","description":"Current page number","optional":true},"totalPages":{"type":"number","description":"Total number of pages available","optional":true}},"zoominfo_search_contacts":{"contacts":{"type":"array","description":"Matching contacts (without emails or phone numbers)","items":{"type":"json"}},"totalResults":{"type":"number","description":"Total number of matching results across all pages","optional":true},"currentPage":{"type":"number","description":"Current page number","optional":true},"totalPages":{"type":"number","description":"Total number of pages available","optional":true}},"zoominfo_search_intent":{"signals":{"type":"array","description":"Intent signals with topic, score, audience strength, and company","items":{"type":"json"}},"totalResults":{"type":"number","description":"Total number of matching results across all pages","optional":true},"currentPage":{"type":"number","description":"Current page number","optional":true},"totalPages":{"type":"number","description":"Total number of pages available","optional":true}},"zoominfo_search_news":{"articles":{"type":"array","description":"News articles matching the filters","items":{"type":"json"}},"totalResults":{"type":"number","description":"Total number of matching results across all pages","optional":true},"currentPage":{"type":"number","description":"Current page number","optional":true},"totalPages":{"type":"number","description":"Total number of pages available","optional":true}}}'
 )
 
 export default toolOutputs
diff --git a/apps/sim/tools/logfire/get_token_info.test.ts b/apps/sim/tools/logfire/get_token_info.test.ts
index 37feb61eaed..0caac0b16d0 100644
--- a/apps/sim/tools/logfire/get_token_info.test.ts
+++ b/apps/sim/tools/logfire/get_token_info.test.ts
@@ -24,20 +24,52 @@ describe('logfireGetTokenInfoTool request', () => {
 describe('logfireGetTokenInfoTool transformResponse', () => {
   it('maps the snake_case token info into the block outputs', async () => {
     const response = new Response(
-      JSON.stringify({ organization_name: 'acme', project_name: 'backend' }),
+      JSON.stringify({
+        organization_name: 'acme',
+        project_name: 'backend',
+        expires_at: '2027-01-01T00:00:00Z',
+        spending_cap_reached_at: '2026-08-01T12:00:00Z',
+      }),
       { status: 200 }
     )
 
     const result = await logfireGetTokenInfoTool.transformResponse?.(response, baseParams)
 
     expect(result?.success).toBe(true)
-    expect(result?.output).toEqual({ organizationName: 'acme', projectName: 'backend' })
+    expect(result?.output).toEqual({
+      organizationName: 'acme',
+      projectName: 'backend',
+      expiresAt: '2027-01-01T00:00:00Z',
+      spendingCapReachedAt: '2026-08-01T12:00:00Z',
+    })
+  })
+
+  it('keeps a non-expiring, under-cap token distinguishable from a missing field', async () => {
+    const response = new Response(
+      JSON.stringify({
+        organization_name: 'acme',
+        project_name: 'backend',
+        expires_at: null,
+        spending_cap_reached_at: null,
+      }),
+      { status: 200 }
+    )
+
+    const result = await logfireGetTokenInfoTool.transformResponse?.(response, baseParams)
+
+    expect(result?.output.expiresAt).toBeNull()
+    expect(result?.output.spendingCapReachedAt).toBeNull()
   })
 
   it('nulls fields the API omitted', async () => {
     const response = new Response(JSON.stringify({}), { status: 200 })
     const result = await logfireGetTokenInfoTool.transformResponse?.(response, baseParams)
 
-    expect(result?.output).toEqual({ organizationName: null, projectName: null })
+    expect(result?.output).toEqual({
+      organizationName: null,
+      projectName: null,
+      expiresAt: null,
+      spendingCapReachedAt: null,
+    })
   })
 })
diff --git a/apps/sim/tools/logfire/get_token_info.ts b/apps/sim/tools/logfire/get_token_info.ts
index 3b3bfc22625..94628a8203e 100644
--- a/apps/sim/tools/logfire/get_token_info.ts
+++ b/apps/sim/tools/logfire/get_token_info.ts
@@ -57,6 +57,8 @@ export const logfireGetTokenInfoTool: ToolConfig<
       output: {
         organizationName: info.organization_name ?? null,
         projectName: info.project_name ?? null,
+        expiresAt: info.expires_at ?? null,
+        spendingCapReachedAt: info.spending_cap_reached_at ?? null,
       },
     }
   },
@@ -72,5 +74,16 @@ export const logfireGetTokenInfoTool: ToolConfig<
       description: 'Logfire project the read token belongs to',
       nullable: true,
     },
+    expiresAt: {
+      type: 'string',
+      description: 'When the read token expires. Null when it never expires.',
+      nullable: true,
+    },
+    spendingCapReachedAt: {
+      type: 'string',
+      description:
+        "When the organization's spending cap was reached, which stops queries. Null when it has not been reached.",
+      nullable: true,
+    },
   },
 }
diff --git a/apps/sim/tools/logfire/types.ts b/apps/sim/tools/logfire/types.ts
index 1e52cac18be..6010db1897d 100644
--- a/apps/sim/tools/logfire/types.ts
+++ b/apps/sim/tools/logfire/types.ts
@@ -58,10 +58,19 @@ export interface LogfireQueryApiResponse {
   data?: Record<string, unknown>[] | null
 }
 
-/** Shape of `GET /v1/read-token-info`. */
+/**
+ * Shape of `GET /v1/read-token-info`. The endpoint is not covered by the public
+ * API reference; these fields are taken from the official SDK's `ReadTokenInfo`
+ * and from Logfire's own recorded response fixtures. It returns further billing
+ * and ownership internals that are deliberately not surfaced.
+ */
 export interface LogfireReadTokenInfo {
   organization_name?: string | null
   project_name?: string | null
+  /** Null when the token never expires. */
+  expires_at?: string | null
+  /** Set once the organization's spending cap has been hit, which stops queries. */
+  spending_cap_reached_at?: string | null
 }
 
 /**
@@ -111,7 +120,7 @@ export const LOGFIRE_RECORD_OUTPUT_ITEM: NonNullable<ToolOutputProperty['items']
     spanName: { type: 'string', description: 'Template label for similar records', nullable: true },
     kind: {
       type: 'string',
-      description: 'Record kind: span, log, or span_event',
+      description: 'Record kind: span, log, span_event, or pending_span',
       nullable: true,
     },
     serviceName: { type: 'string', description: 'Service that emitted the record', nullable: true },
@@ -182,6 +191,8 @@ export interface LogfireGetTokenInfoResponse extends ToolResponse {
   output: {
     organizationName: string | null
     projectName: string | null
+    expiresAt: string | null
+    spendingCapReachedAt: string | null
   }
 }
 
diff --git a/apps/sim/tools/logfire/utils.test.ts b/apps/sim/tools/logfire/utils.test.ts
index d9654409297..14de7dbac13 100644
--- a/apps/sim/tools/logfire/utils.test.ts
+++ b/apps/sim/tools/logfire/utils.test.ts
@@ -188,6 +188,14 @@ describe('buildLogfireQueryBody', () => {
     })
   })
 
+  it('preserves an hour-only UTC offset instead of appending a second designator', () => {
+    expect(
+      buildLogfireQueryBody({ sql: 'SELECT 1', minTimestamp: '2026-07-01T00:00:00+05' })
+    ).toMatchObject({
+      min_timestamp: '2026-07-01T00:00:00+05',
+    })
+  })
+
   it('clamps limit into the range Logfire accepts', () => {
     expect(buildLogfireQueryBody({ sql: 'SELECT 1', limit: 50 }).limit).toBe(50)
     expect(buildLogfireQueryBody({ sql: 'SELECT 1', limit: 99999 }).limit).toBe(10000)
@@ -195,6 +203,21 @@ describe('buildLogfireQueryBody', () => {
     expect(buildLogfireQueryBody({ sql: 'SELECT 1', limit: 12.7 }).limit).toBe(12)
   })
 
+  it('accepts a numeric string limit, which agents calling the tool directly emit', () => {
+    expect(buildLogfireQueryBody({ sql: 'SELECT 1', limit: '50' as never }).limit).toBe(50)
+    expect(buildLogfireQueryBody({ sql: 'SELECT 1', limit: '99999' as never }).limit).toBe(10000)
+  })
+
+  it('omits limit entirely when it is absent or not a number', () => {
+    expect(buildLogfireQueryBody({ sql: 'SELECT 1' })).not.toHaveProperty('limit')
+    expect(buildLogfireQueryBody({ sql: 'SELECT 1', limit: '' as never })).not.toHaveProperty(
+      'limit'
+    )
+    expect(buildLogfireQueryBody({ sql: 'SELECT 1', limit: 'fifty' as never })).not.toHaveProperty(
+      'limit'
+    )
+  })
+
   it('sends deployment_environment as an array', () => {
     expect(buildLogfireQueryBody({ sql: 'SELECT 1', environment: 'production' })).toMatchObject({
       deployment_environment: ['production'],
diff --git a/apps/sim/tools/logfire/utils.ts b/apps/sim/tools/logfire/utils.ts
index e8fbe707e00..070484fa4f8 100644
--- a/apps/sim/tools/logfire/utils.ts
+++ b/apps/sim/tools/logfire/utils.ts
@@ -159,8 +159,13 @@ export const sqlLiteral = (value: string): string => `'${value.replace(/'/g, "''
 export const sqlContains = (column: string, value: string): string =>
   `contains(lower(${column}), ${sqlLiteral(value.toLowerCase())})`
 
-/** Matches a trailing UTC designator or numeric offset, e.g. `Z`, `+00:00`, `-0530`. */
-const TIMESTAMP_OFFSET_PATTERN = /(?:[Zz]|[+-]\d{2}:?\d{2})$/
+/**
+ * Matches a trailing UTC designator or numeric offset, e.g. `Z`, `+00:00`,
+ * `-0530`, `+05`. The minute component is optional because ISO 8601 permits an
+ * hour-only offset, and appending `Z` to one would produce `+05Z`, which no
+ * parser accepts.
+ */
+const TIMESTAMP_OFFSET_PATTERN = /(?:[Zz]|[+-]\d{2}(?::?\d{2})?)$/
 const DATE_ONLY_PATTERN = /^\d{4}-\d{2}-\d{2}$/
 
 /**
@@ -175,6 +180,21 @@ function normalizeTimestamp(value?: string): string | undefined {
   return TIMESTAMP_OFFSET_PATTERN.test(trimmed) ? trimmed : `${trimmed}Z`
 }
 
+/**
+ * Coerce a row limit that may arrive as a numeric string. The block already
+ * converts its text input, but tools are also callable directly by agents,
+ * which routinely emit numbers as JSON strings — dropping those silently would
+ * fall back to Logfire's default of 100 rows instead of the requested limit.
+ */
+const toFiniteNumber = (value: unknown): number | undefined => {
+  if (typeof value === 'number' && Number.isFinite(value)) return value
+  if (typeof value === 'string' && value.trim()) {
+    const parsed = Number(value)
+    if (Number.isFinite(parsed)) return parsed
+  }
+  return undefined
+}
+
 interface LogfireQueryBodyInput {
   sql: string
   minTimestamp?: string
@@ -194,8 +214,9 @@ export function buildLogfireQueryBody(input: LogfireQueryBodyInput): Record<stri
   const maxTimestamp = normalizeTimestamp(input.maxTimestamp)
   if (maxTimestamp) body.max_timestamp = maxTimestamp
 
-  if (input.limit !== undefined && Number.isFinite(input.limit)) {
-    body.limit = Math.min(Math.max(Math.trunc(input.limit), LOGFIRE_MIN_LIMIT), LOGFIRE_MAX_LIMIT)
+  const limit = toFiniteNumber(input.limit)
+  if (limit !== undefined) {
+    body.limit = Math.min(Math.max(Math.trunc(limit), LOGFIRE_MIN_LIMIT), LOGFIRE_MAX_LIMIT)
   }
 
   const timezone = cleanOptionalString(input.timezone)
diff --git a/apps/sim/tools/registry.ts b/apps/sim/tools/registry.ts
index 329a51f793c..93bdc6fba69 100644
--- a/apps/sim/tools/registry.ts
+++ b/apps/sim/tools/registry.ts
@@ -5177,10 +5177,10 @@ export const tools: Record<string, ToolConfig> = {
   linq_update_chat: linqUpdateChatTool,
   linq_update_contact_card: linqUpdateContactCardTool,
   linq_update_webhook_subscription: linqUpdateWebhookSubscriptionTool,
+  logfire_get_token_info: logfireGetTokenInfoTool,
+  logfire_get_trace: logfireGetTraceTool,
   logfire_query: logfireQueryTool,
   logfire_search_records: logfireSearchRecordsTool,
-  logfire_get_trace: logfireGetTraceTool,
-  logfire_get_token_info: logfireGetTokenInfoTool,
   logs_query: logsQueryTool,
   logs_query_runs: logsQueryRunsTool,
   logs_get: logsGetTool,

From e90378a5c10f1025cdd8ad74a2abfde571dccafe Mon Sep 17 00:00:00 2001
From: Vikhyath Mondreti <vikhyathvikku@gmail.com>
Date: Sat, 1 Aug 2026 18:55:01 -0700
Subject: [PATCH 23/30] improvement(permissions): confine workspace role
 changes to existing members (#6180)
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

* improvement(permissions): confine workspace role changes to existing members

* improvement(permissions): retry lock timeouts and audit admin upserts truthfully

Bounding the row-lock wait with `lock_timeout` made a competing writer raise
55P03, which the retry set excluded — so the bounded wait failed the request
where the unbounded one would have waited. 55P03 is now retried like the other
contention aborts, the timeout is shortened since each attempt releases its
pooled connection, and contention that outlives every attempt answers with a
busy conflict instead of a generic server error.

The admin member upsert recorded MEMBER_ADDED even when the conflict branch
amended an existing membership, putting a join that never happened in the
workspace audit trail. It now records a role change, matching the action the
response already reported.

Adds the missing test coverage for withTransactionRetry.

Co-Authored-By: Claude <noreply@anthropic.com>

---------

Co-authored-by: Claude <noreply@anthropic.com>
---
 .../organizations/[id]/roster/route.test.ts   |   4 +
 .../api/organizations/[id]/roster/route.ts    |  34 +-
 .../[id]/members/[memberId]/route.ts          |  13 +-
 .../v1/admin/workspaces/[id]/members/route.ts |  84 ++-
 .../workspaces/[id]/permissions/route.test.ts | 643 +++++++++++++++++
 .../api/workspaces/[id]/permissions/route.ts  | 666 ++++++++++++++----
 .../organization-member-lists.tsx             |  15 +-
 .../components/teammates/teammates.tsx        |   6 +-
 apps/sim/components/permissions/role-lock.tsx |  12 +-
 apps/sim/hooks/queries/invitations.ts         |  21 +
 apps/sim/lib/api/contracts/organization.ts    |   7 +
 apps/sim/lib/api/contracts/workspaces.ts      |  54 +-
 apps/sim/lib/db/transaction.test.ts           |  71 ++
 apps/sim/lib/db/transaction.ts                |  69 ++
 .../lib/workspaces/permissions/utils.test.ts  |   1 +
 apps/sim/lib/workspaces/permissions/utils.ts  |   7 +
 16 files changed, 1513 insertions(+), 194 deletions(-)
 create mode 100644 apps/sim/app/api/workspaces/[id]/permissions/route.test.ts
 create mode 100644 apps/sim/lib/db/transaction.test.ts
 create mode 100644 apps/sim/lib/db/transaction.ts

diff --git a/apps/sim/app/api/organizations/[id]/roster/route.test.ts b/apps/sim/app/api/organizations/[id]/roster/route.test.ts
index ac698fe3606..eabd3cf5350 100644
--- a/apps/sim/app/api/organizations/[id]/roster/route.test.ts
+++ b/apps/sim/app/api/organizations/[id]/roster/route.test.ts
@@ -174,6 +174,8 @@ describe('GET /api/organizations/[id]/roster', () => {
               workspaceId: 'workspace-1',
               workspaceName: 'Workspace One',
               permission: 'admin',
+              roleSource: 'org-admin',
+              isBilledAccount: false,
             },
           ],
         }),
@@ -193,6 +195,8 @@ describe('GET /api/organizations/[id]/roster', () => {
             workspaceId: 'workspace-1',
             workspaceName: 'Workspace One',
             permission: 'read',
+            roleSource: 'explicit',
+            isBilledAccount: false,
           },
         ],
       }),
diff --git a/apps/sim/app/api/organizations/[id]/roster/route.ts b/apps/sim/app/api/organizations/[id]/roster/route.ts
index f27d03b591a..17bdf76153e 100644
--- a/apps/sim/app/api/organizations/[id]/roster/route.ts
+++ b/apps/sim/app/api/organizations/[id]/roster/route.ts
@@ -89,12 +89,17 @@ export const GET = withRouteHandler(
       await expireStalePendingInvitationsForOrganization(organizationId)
 
       const orgWorkspaces = await db
-        .select({ id: workspace.id, name: workspace.name })
+        .select({
+          id: workspace.id,
+          name: workspace.name,
+          ownerId: workspace.ownerId,
+          billedAccountUserId: workspace.billedAccountUserId,
+        })
         .from(workspace)
         .where(and(eq(workspace.organizationId, organizationId), isNull(workspace.archivedAt)))
 
       const orgWorkspaceIds = orgWorkspaces.map((ws) => ws.id)
-      const workspaceNameById = new Map(orgWorkspaces.map((ws) => [ws.id, ws.name]))
+      const workspaceById = new Map(orgWorkspaces.map((ws) => [ws.id, ws]))
       const memberUserIds = memberRows.map((row) => row.userId)
 
       const memberPermissions =
@@ -117,11 +122,14 @@ export const GET = withRouteHandler(
 
       const permissionsByUser = new Map<string, RosterWorkspaceAccess[]>()
       for (const row of memberPermissions) {
+        const ws = workspaceById.get(row.workspaceId)
         const list = permissionsByUser.get(row.userId) ?? []
         list.push({
           workspaceId: row.workspaceId,
-          workspaceName: workspaceNameById.get(row.workspaceId) ?? 'Workspace',
+          workspaceName: ws?.name ?? 'Workspace',
           permission: row.permission,
+          roleSource: ws?.ownerId === row.userId ? 'owner' : 'explicit',
+          isBilledAccount: ws?.billedAccountUserId === row.userId,
         })
         permissionsByUser.set(row.userId, list)
       }
@@ -135,6 +143,14 @@ export const GET = withRouteHandler(
                 workspaceId: ws.id,
                 workspaceName: ws.name,
                 permission: 'admin' as const,
+                /**
+                 * Owner wins over the derived organization grant, matching
+                 * `getUsersWithPermissions` — otherwise the same person reads as
+                 * `owner` in the teammates list and `org-admin` here.
+                 */
+                roleSource:
+                  ws.ownerId === rosterMember.userId ? ('owner' as const) : ('org-admin' as const),
+                isBilledAccount: ws.billedAccountUserId === rosterMember.userId,
               }))
             : (permissionsByUser.get(rosterMember.userId) ?? []),
         }
@@ -183,10 +199,13 @@ export const GET = withRouteHandler(
 
       for (const row of externalPermissionRows) {
         const existing = externalMembersByUser.get(row.userId)
+        const externalWorkspace = workspaceById.get(row.workspaceId)
         const workspaceAccess: RosterWorkspaceAccess = {
           workspaceId: row.workspaceId,
-          workspaceName: workspaceNameById.get(row.workspaceId) ?? 'Workspace',
+          workspaceName: externalWorkspace?.name ?? 'Workspace',
           permission: row.permission,
+          roleSource: externalWorkspace?.ownerId === row.userId ? 'owner' : 'explicit',
+          isBilledAccount: externalWorkspace?.billedAccountUserId === row.userId,
         }
 
         if (existing) {
@@ -247,8 +266,11 @@ export const GET = withRouteHandler(
         const list = grantsByInvitation.get(row.invitationId) ?? []
         list.push({
           workspaceId: row.workspaceId,
-          workspaceName: workspaceNameById.get(row.workspaceId) ?? 'Workspace',
+          workspaceName: workspaceById.get(row.workspaceId)?.name ?? 'Workspace',
           permission: row.permission,
+          /** A pending invitee holds no row yet, so nothing is inherited. */
+          roleSource: 'explicit',
+          isBilledAccount: false,
         })
         grantsByInvitation.set(row.invitationId, list)
       }
@@ -269,7 +291,7 @@ export const GET = withRouteHandler(
       const data = {
         members: rosterMembers,
         pendingInvitations,
-        workspaces: orgWorkspaces,
+        workspaces: orgWorkspaces.map((ws) => ({ id: ws.id, name: ws.name })),
       } satisfies OrganizationRoster
       return NextResponse.json({
         success: true,
diff --git a/apps/sim/app/api/v1/admin/workspaces/[id]/members/[memberId]/route.ts b/apps/sim/app/api/v1/admin/workspaces/[id]/members/[memberId]/route.ts
index bcc8df9dcfb..be48377a5ca 100644
--- a/apps/sim/app/api/v1/admin/workspaces/[id]/members/[memberId]/route.ts
+++ b/apps/sim/app/api/v1/admin/workspaces/[id]/members/[memberId]/route.ts
@@ -44,6 +44,7 @@ import {
 import { withAdminAuthParams } from '@/app/api/v1/admin/middleware'
 import {
   badRequestResponse,
+  conflictResponse,
   internalErrorResponse,
   notFoundResponse,
   singleResponse,
@@ -170,10 +171,20 @@ export const PATCH = withRouteHandler(
 
       const now = new Date()
 
-      await db
+      /**
+       * Conditional on the row read above still existing: a concurrent removal
+       * between that read and this write would otherwise match nothing and be
+       * reported to the caller as a successful update.
+       */
+      const updated = await db
         .update(permissions)
         .set({ permissionType: permissionLevel, updatedAt: now })
         .where(eq(permissions.id, memberId))
+        .returning({ id: permissions.id })
+
+      if (updated.length === 0) {
+        return conflictResponse('Workspace member changed during the update. Retry.')
+      }
 
       const [userData] = await db
         .select({ name: user.name, email: user.email, image: user.image })
diff --git a/apps/sim/app/api/v1/admin/workspaces/[id]/members/route.ts b/apps/sim/app/api/v1/admin/workspaces/[id]/members/route.ts
index 85523cd6c11..1b3b429a9d3 100644
--- a/apps/sim/app/api/v1/admin/workspaces/[id]/members/route.ts
+++ b/apps/sim/app/api/v1/admin/workspaces/[id]/members/route.ts
@@ -9,6 +9,12 @@
  *
  * Response: AdminListResponse<AdminWorkspaceMember>
  *
+ * `createdAt` is the member's join time. It previously moved on every role
+ * change, because the in-app role-change endpoint replaced the permission row
+ * rather than amending it; that endpoint now updates in place, so only
+ * `updatedAt` tracks role changes. Consumers that diffed `createdAt` to detect
+ * recently-changed members must read `updatedAt` instead.
+ *
  * POST /api/v1/admin/workspaces/[id]/members
  *
  * Add a user to a workspace with a specific permission level.
@@ -55,6 +61,7 @@ import {
 import { withAdminAuthParams } from '@/app/api/v1/admin/middleware'
 import {
   badRequestResponse,
+  conflictResponse,
   internalErrorResponse,
   listResponse,
   notFoundResponse,
@@ -191,10 +198,20 @@ export const POST = withRouteHandler(
       if (existingPermission) {
         if (existingPermission.permissionType !== permissionLevel) {
           const now = new Date()
-          await db
+          /**
+           * Conditional on the row read above still existing: a concurrent
+           * removal between that read and this write would otherwise match
+           * nothing and be reported to the caller as a successful update.
+           */
+          const updated = await db
             .update(permissions)
             .set({ permissionType: permissionLevel, updatedAt: now })
             .where(eq(permissions.id, existingPermission.id))
+            .returning({ id: permissions.id })
+
+          if (updated.length === 0) {
+            return conflictResponse('Workspace member changed during the update. Retry.')
+          }
 
           logger.info(`Admin API: Updated user ${userId} permissions in workspace ${workspaceId}`, {
             previousPermissions: existingPermission.permissionType,
@@ -247,28 +264,53 @@ export const POST = withRouteHandler(
       const now = new Date()
       const permissionId = generateId()
 
-      await db.insert(permissions).values({
-        id: permissionId,
-        userId,
-        entityType: 'workspace',
-        entityId: workspaceId,
-        permissionType: permissionLevel,
-        createdAt: now,
-        updatedAt: now,
-      })
-
-      logger.info(`Admin API: Added user ${userId} to workspace ${workspaceId}`, {
-        permissions: permissionLevel,
-        permissionId,
-      })
-
+      /**
+       * The existence read above is unlocked, so two concurrent adds for the
+       * same user both reach here. Conflicting on the uniqueness constraint
+       * settles it as the requested role instead of failing the loser with a
+       * 500 for a request that did what it asked.
+       */
+      const [written] = await db
+        .insert(permissions)
+        .values({
+          id: permissionId,
+          userId,
+          entityType: 'workspace',
+          entityId: workspaceId,
+          permissionType: permissionLevel,
+          createdAt: now,
+          updatedAt: now,
+        })
+        .onConflictDoUpdate({
+          target: [permissions.userId, permissions.entityType, permissions.entityId],
+          set: { permissionType: permissionLevel, updatedAt: now },
+        })
+        .returning({ id: permissions.id, createdAt: permissions.createdAt })
+
+      /** A returned id we did not mint means the conflict branch ran. */
+      const wasCreated = written?.id === permissionId
+
+      logger.info(
+        wasCreated
+          ? `Admin API: Added user ${userId} to workspace ${workspaceId}`
+          : `Admin API: Updated user ${userId} permissions in workspace ${workspaceId}`,
+        { permissions: permissionLevel, permissionId }
+      )
+
+      /**
+       * The conflict branch amended a membership that already existed, so it is
+       * a role change rather than an addition — recording it as `MEMBER_ADDED`
+       * would put a join that never happened in the workspace's audit trail.
+       */
       recordAudit({
         workspaceId,
         actorId: 'admin-api',
-        action: AuditAction.MEMBER_ADDED,
+        action: wasCreated ? AuditAction.MEMBER_ADDED : AuditAction.MEMBER_ROLE_CHANGED,
         resourceType: AuditResourceType.WORKSPACE,
         resourceId: workspaceId,
-        description: `Admin API added member to workspace with ${permissionLevel} permissions`,
+        description: wasCreated
+          ? `Admin API added member to workspace with ${permissionLevel} permissions`
+          : `Admin API changed workspace member permissions to ${permissionLevel}`,
         metadata: { targetUserId: userId, permissions: permissionLevel },
         request,
       })
@@ -288,16 +330,16 @@ export const POST = withRouteHandler(
       }
 
       return singleResponse({
-        id: permissionId,
+        id: written?.id ?? permissionId,
         workspaceId,
         userId,
         permissions: permissionLevel,
-        createdAt: now.toISOString(),
+        createdAt: (written?.createdAt ?? now).toISOString(),
         updatedAt: now.toISOString(),
         userName: userData.name,
         userEmail: userData.email,
         userImage: userData.image,
-        action: 'created' as const,
+        action: wasCreated ? ('created' as const) : ('updated' as const),
       })
     } catch (error) {
       logger.error('Admin API: Failed to add workspace member', { error, workspaceId })
diff --git a/apps/sim/app/api/workspaces/[id]/permissions/route.test.ts b/apps/sim/app/api/workspaces/[id]/permissions/route.test.ts
new file mode 100644
index 00000000000..b163b2bb428
--- /dev/null
+++ b/apps/sim/app/api/workspaces/[id]/permissions/route.test.ts
@@ -0,0 +1,643 @@
+/**
+ * @vitest-environment node
+ */
+import {
+  auditMock,
+  auditMockFns,
+  authMockFns,
+  createMockRequest,
+  dbChainMockFns,
+  hasMockCondition,
+  permissionsMock,
+  permissionsMockFns,
+  queueTableRows,
+  resetDbChainMock,
+  schemaMock,
+} from '@sim/testing'
+import { beforeEach, describe, expect, it, vi } from 'vitest'
+
+const { mockSyncWorkspaceEnvCredentials, mockGetEffectiveWorkspacePermission } = vi.hoisted(() => ({
+  mockSyncWorkspaceEnvCredentials: vi.fn(),
+  mockGetEffectiveWorkspacePermission: vi.fn(),
+}))
+
+vi.mock('@sim/audit', () => auditMock)
+
+vi.mock('@/lib/posthog/server', () => ({
+  captureServerEvent: vi.fn(),
+}))
+
+vi.mock('@/lib/credentials/environment', () => ({
+  syncWorkspaceEnvCredentials: mockSyncWorkspaceEnvCredentials,
+}))
+
+vi.mock('@/lib/workspaces/permissions/utils', () => ({
+  ...permissionsMock,
+  getWorkspacePermissionsForViewer: vi.fn(),
+  getEffectiveWorkspacePermission: mockGetEffectiveWorkspacePermission,
+}))
+
+import { PATCH } from '@/app/api/workspaces/[id]/permissions/route'
+
+const mockGetSession = authMockFns.mockGetSession
+
+const WORKSPACE_ID = 'workspace-1'
+const ADMIN_ID = 'user-admin'
+const MEMBER_ID = 'user-member'
+const OUTSIDER_ID = 'user-outsider'
+/** Distinct from the session user so the billing guard is provable on its own. */
+const BILLED_ID = 'user-billed'
+/** Never a target by default, so the owner guard stays inert unless a test wants it. */
+const OWNER_ID = 'user-owner'
+const ORG_ID = 'org-1'
+
+const routeContext = { params: Promise.resolve({ id: WORKSPACE_ID }) }
+
+const permissionRow = (userId: string, permissionType: 'admin' | 'write' | 'read') => ({
+  userId,
+  permissionType,
+  email: `${userId}@example.com`,
+})
+
+/**
+ * Queues the reads a personal-workspace PATCH performs, in order: the workspace
+ * row, then the permission rows twice — the unlocked pre-flight read that builds
+ * the audit/membership snapshot, and the `FOR UPDATE` read inside the
+ * transaction. The workspace-environment read is left unqueued so it resolves
+ * empty and the credential sync is skipped.
+ */
+function queuePersonalWorkspace(
+  existing: ReturnType<typeof permissionRow>[],
+  billedAccountUserId: string = ADMIN_ID,
+  locked: ReturnType<typeof permissionRow>[] = existing
+) {
+  const workspaceRow = { ownerId: OWNER_ID, billedAccountUserId, organizationId: null }
+  queueTableRows(schemaMock.workspace, [workspaceRow])
+  /** The in-transaction re-read of the same row, taken `FOR UPDATE`. */
+  permissionsMockFns.mockGetWorkspaceWithOwner.mockResolvedValue({
+    id: WORKSPACE_ID,
+    ...workspaceRow,
+  })
+  queueTableRows(schemaMock.permissions, existing)
+  queueTableRows(schemaMock.permissions, locked)
+}
+
+/**
+ * The organization branch runs an extra `member` read before the permissions
+ * reads, so its result must be queued in that slot.
+ */
+function queueOrgWorkspace(
+  orgAdminTargets: { userId: string }[],
+  existing: ReturnType<typeof permissionRow>[],
+  /** The in-transaction `FOR UPDATE` re-read, which carries roles to filter. */
+  lockedMembers: { userId: string; role: string }[] = []
+) {
+  const workspaceRow = {
+    ownerId: OWNER_ID,
+    billedAccountUserId: BILLED_ID,
+    organizationId: ORG_ID,
+  }
+  queueTableRows(schemaMock.workspace, [workspaceRow])
+  permissionsMockFns.mockGetWorkspaceWithOwner.mockResolvedValue({
+    id: WORKSPACE_ID,
+    ...workspaceRow,
+  })
+  queueTableRows(schemaMock.member, orgAdminTargets)
+  queueTableRows(schemaMock.member, lockedMembers)
+  queueTableRows(schemaMock.permissions, existing)
+  queueTableRows(schemaMock.permissions, existing)
+}
+
+describe('workspace permissions route', () => {
+  beforeEach(() => {
+    vi.clearAllMocks()
+    resetDbChainMock()
+
+    mockGetSession.mockResolvedValue({ user: { id: ADMIN_ID, name: 'Admin', email: 'a@b.co' } })
+    permissionsMockFns.mockHasWorkspaceAdminAccess.mockResolvedValue(true)
+    permissionsMockFns.mockGetUsersWithPermissions.mockResolvedValue([])
+    mockSyncWorkspaceEnvCredentials.mockResolvedValue(undefined)
+    mockGetEffectiveWorkspacePermission.mockResolvedValue('admin')
+  })
+
+  describe('PATCH', () => {
+    it('updates permissions for an existing member', async () => {
+      queuePersonalWorkspace([permissionRow(ADMIN_ID, 'admin'), permissionRow(MEMBER_ID, 'read')])
+      dbChainMockFns.returning.mockResolvedValue([{ id: 'perm-1' }])
+
+      const response = await PATCH(
+        createMockRequest('PATCH', { updates: [{ userId: MEMBER_ID, permissions: 'write' }] }),
+        routeContext
+      )
+
+      expect(response.status).toBe(200)
+      expect(dbChainMockFns.update).toHaveBeenCalledWith(schemaMock.permissions)
+    })
+
+    /**
+     * The row-queue mock returns whatever was queued regardless of predicate, so
+     * a WHERE clause is only testable by inspecting the condition tree. Every
+     * statement that selects permission rows by user — the pre-flight read, the
+     * `FOR UPDATE` read, and the write — must be confined to this workspace;
+     * losing `entityId` on the write would rewrite the target's role in EVERY
+     * workspace they belong to, and losing it on a read would decide membership
+     * from someone else's workspace.
+     */
+    it('confines every by-user permissions statement to this workspace', async () => {
+      queuePersonalWorkspace([permissionRow(ADMIN_ID, 'admin'), permissionRow(MEMBER_ID, 'read')])
+
+      await PATCH(
+        createMockRequest('PATCH', { updates: [{ userId: MEMBER_ID, permissions: 'write' }] }),
+        routeContext
+      )
+
+      const eqOn = (condition: unknown, column: unknown, value: unknown) =>
+        hasMockCondition(
+          condition,
+          (node) => node.type === 'eq' && node.left === column && node.right === value
+        )
+
+      const byUserWheres = dbChainMockFns.where.mock.calls
+        .map(([condition]) => condition)
+        .filter((condition) =>
+          hasMockCondition(
+            condition,
+            (node) => node.type === 'inArray' && node.column === schemaMock.permissions.userId
+          )
+        )
+
+      expect(byUserWheres.length).toBeGreaterThan(0)
+      for (const condition of byUserWheres) {
+        expect(eqOn(condition, schemaMock.permissions.entityId, WORKSPACE_ID)).toBe(true)
+        expect(eqOn(condition, schemaMock.permissions.entityType, 'workspace')).toBe(true)
+      }
+    })
+
+    /**
+     * Rows are locked in userId order so two concurrent batches over the same
+     * members cannot acquire them in opposite orders and deadlock. The caller is
+     * included: two admins editing each other would otherwise take
+     * self-then-target in opposing orders.
+     */
+    it('locks the caller and every target in one ordered statement', async () => {
+      queuePersonalWorkspace([permissionRow(ADMIN_ID, 'admin'), permissionRow(MEMBER_ID, 'read')])
+
+      await PATCH(
+        createMockRequest('PATCH', { updates: [{ userId: MEMBER_ID, permissions: 'write' }] }),
+        routeContext
+      )
+
+      expect(dbChainMockFns.for).toHaveBeenCalledWith('update')
+      expect(dbChainMockFns.orderBy).toHaveBeenCalledWith(schemaMock.permissions.userId)
+
+      const lockWhere = dbChainMockFns.where.mock.calls
+        .map(([condition]) => condition)
+        .find((condition) =>
+          hasMockCondition(
+            condition,
+            (node) =>
+              node.type === 'inArray' &&
+              node.column === schemaMock.permissions.userId &&
+              Array.isArray(node.values) &&
+              node.values.includes(ADMIN_ID) &&
+              node.values.includes(MEMBER_ID)
+          )
+        )
+
+      expect(lockWhere).toBeDefined()
+    })
+
+    /**
+     * The row is updated in place rather than deleted and re-inserted, so
+     * `permissions.createdAt` — surfaced to the UI as the member's joined date —
+     * survives a role change. A `createdAt` or `id` in the SET payload would
+     * mean the old delete+insert shape came back.
+     */
+    it('preserves the joined date by updating the row in place', async () => {
+      queuePersonalWorkspace([permissionRow(ADMIN_ID, 'admin'), permissionRow(MEMBER_ID, 'read')])
+      dbChainMockFns.returning.mockResolvedValue([{ id: 'perm-1' }])
+
+      await PATCH(
+        createMockRequest('PATCH', { updates: [{ userId: MEMBER_ID, permissions: 'write' }] }),
+        routeContext
+      )
+
+      expect(dbChainMockFns.insert).not.toHaveBeenCalled()
+      expect(dbChainMockFns.delete).not.toHaveBeenCalled()
+      expect(dbChainMockFns.set).toHaveBeenCalledWith({
+        permissionType: 'write',
+        updatedAt: expect.any(Date),
+      })
+    })
+
+    /**
+     * The member passes the unlocked pre-flight read and is gone by the time the
+     * `FOR UPDATE` read runs — the exact interleaving a concurrent removal
+     * produces.
+     */
+    it('returns 409 when the member is removed concurrently', async () => {
+      queuePersonalWorkspace(
+        [permissionRow(ADMIN_ID, 'admin'), permissionRow(MEMBER_ID, 'read')],
+        ADMIN_ID,
+        [permissionRow(ADMIN_ID, 'admin')]
+      )
+
+      const response = await PATCH(
+        createMockRequest('PATCH', { updates: [{ userId: MEMBER_ID, permissions: 'write' }] }),
+        routeContext
+      )
+
+      expect(response.status).toBe(409)
+      /** Routed through `withRouteHandler`, so the body carries a correlation id. */
+      await expect(response.json()).resolves.toMatchObject({
+        error: "This member's access just changed. Refresh and try again.",
+        requestId: expect.any(String),
+      })
+      /** Detected before any write, so the whole batch rolls back. */
+      expect(dbChainMockFns.set).not.toHaveBeenCalled()
+      expect(dbChainMockFns.insert).not.toHaveBeenCalled()
+      expect(permissionsMockFns.mockGetUsersWithPermissions).not.toHaveBeenCalled()
+      expect(auditMockFns.mockRecordAudit).not.toHaveBeenCalled()
+    })
+
+    /**
+     * `ownerId` and `billedAccountUserId` are read unlocked, and a workspace
+     * admin can move both from other endpoints — removing the owner transfers
+     * ownership, and the billed account is directly settable. Here the target
+     * becomes the owner after the pre-flight read, so only the locked
+     * re-evaluation can catch it.
+     */
+    it('aborts when the target becomes the owner mid-request', async () => {
+      queuePersonalWorkspace([permissionRow(ADMIN_ID, 'admin'), permissionRow(MEMBER_ID, 'admin')])
+      permissionsMockFns.mockGetWorkspaceWithOwner.mockResolvedValue({
+        id: WORKSPACE_ID,
+        ownerId: MEMBER_ID,
+        billedAccountUserId: ADMIN_ID,
+        organizationId: null,
+      })
+
+      const response = await PATCH(
+        createMockRequest('PATCH', { updates: [{ userId: MEMBER_ID, permissions: 'read' }] }),
+        routeContext
+      )
+
+      expect(response.status).toBe(409)
+      await expect(response.json()).resolves.toMatchObject({
+        error: 'This workspace just changed. Refresh and try again.',
+      })
+      expect(dbChainMockFns.set).not.toHaveBeenCalled()
+    })
+
+    /**
+     * The target is a plain member on the unlocked pre-flight read and an
+     * organization admin by the time the `FOR UPDATE` read runs, so only the
+     * locked re-evaluation can refuse it. Without the target's `member` row in
+     * the lock set this commits, leaving an explicit `read` row underneath an
+     * inherited admin — which is what they silently drop to on leaving the org.
+     */
+    it('aborts when the target becomes an organization admin mid-request', async () => {
+      queueOrgWorkspace(
+        [],
+        [permissionRow(MEMBER_ID, 'read')],
+        [{ userId: MEMBER_ID, role: 'admin' }]
+      )
+
+      const response = await PATCH(
+        createMockRequest('PATCH', { updates: [{ userId: MEMBER_ID, permissions: 'write' }] }),
+        routeContext
+      )
+
+      expect(response.status).toBe(409)
+      await expect(response.json()).resolves.toMatchObject({
+        error: 'This workspace just changed. Refresh and try again.',
+      })
+      expect(dbChainMockFns.set).not.toHaveBeenCalled()
+    })
+
+    /**
+     * The `lock_timeout` this route sets makes Postgres abort the transaction
+     * under contention. Retries cover the transient case; when they run out the
+     * caller must still get something actionable, not the driver error rendered
+     * as "Internal server error".
+     */
+    it('answers contention that outlives the retries with a busy conflict', async () => {
+      queuePersonalWorkspace([permissionRow(ADMIN_ID, 'admin'), permissionRow(MEMBER_ID, 'read')])
+      dbChainMockFns.transaction.mockRejectedValue(
+        Object.assign(new Error('canceling statement due to lock timeout'), { code: '55P03' })
+      )
+
+      const response = await PATCH(
+        createMockRequest('PATCH', { updates: [{ userId: MEMBER_ID, permissions: 'write' }] }),
+        routeContext
+      )
+
+      expect(response.status).toBe(409)
+      await expect(response.json()).resolves.toMatchObject({
+        error: 'This workspace is busy right now. Try again in a moment.',
+      })
+    })
+
+    it('aborts when the workspace leaves its organization mid-request', async () => {
+      queuePersonalWorkspace([permissionRow(ADMIN_ID, 'admin'), permissionRow(MEMBER_ID, 'read')])
+      permissionsMockFns.mockGetWorkspaceWithOwner.mockResolvedValue({
+        id: WORKSPACE_ID,
+        ownerId: OWNER_ID,
+        billedAccountUserId: ADMIN_ID,
+        organizationId: ORG_ID,
+      })
+
+      const response = await PATCH(
+        createMockRequest('PATCH', { updates: [{ userId: MEMBER_ID, permissions: 'write' }] }),
+        routeContext
+      )
+
+      expect(response.status).toBe(409)
+      expect(dbChainMockFns.set).not.toHaveBeenCalled()
+    })
+
+    /**
+     * Rewriting a row to the role it already holds would bump `updatedAt` and
+     * emit a "from write to write" audit entry — noise in the trail, and a false
+     * positive for anything watching `updatedAt` for real changes.
+     */
+    it('skips a member already at the requested role', async () => {
+      queuePersonalWorkspace([permissionRow(ADMIN_ID, 'admin'), permissionRow(MEMBER_ID, 'write')])
+
+      const response = await PATCH(
+        createMockRequest('PATCH', { updates: [{ userId: MEMBER_ID, permissions: 'write' }] }),
+        routeContext
+      )
+
+      expect(response.status).toBe(200)
+      expect(dbChainMockFns.set).not.toHaveBeenCalled()
+      expect(auditMockFns.mockRecordAudit).not.toHaveBeenCalled()
+    })
+
+    it('rejects a userId that is not already a workspace member', async () => {
+      queuePersonalWorkspace([permissionRow(ADMIN_ID, 'admin')])
+
+      const response = await PATCH(
+        createMockRequest('PATCH', { updates: [{ userId: OUTSIDER_ID, permissions: 'read' }] }),
+        routeContext
+      )
+
+      expect(response.status).toBe(400)
+      await expect(response.json()).resolves.toEqual({
+        error: 'Only existing workspace members can have their permissions updated',
+      })
+      expect(dbChainMockFns.update).not.toHaveBeenCalled()
+      expect(dbChainMockFns.insert).not.toHaveBeenCalled()
+    })
+
+    it('rejects the whole batch when any target is not already a member', async () => {
+      queuePersonalWorkspace([permissionRow(ADMIN_ID, 'admin'), permissionRow(MEMBER_ID, 'read')])
+
+      const response = await PATCH(
+        createMockRequest('PATCH', {
+          updates: [
+            { userId: MEMBER_ID, permissions: 'write' },
+            { userId: OUTSIDER_ID, permissions: 'read' },
+          ],
+        }),
+        routeContext
+      )
+
+      expect(response.status).toBe(400)
+      expect(dbChainMockFns.update).not.toHaveBeenCalled()
+      expect(dbChainMockFns.insert).not.toHaveBeenCalled()
+    })
+
+    it('requires workspace admin access before reading the body', async () => {
+      permissionsMockFns.mockHasWorkspaceAdminAccess.mockResolvedValue(false)
+
+      const response = await PATCH(
+        createMockRequest('PATCH', { updates: [{ userId: OUTSIDER_ID, permissions: 'read' }] }),
+        routeContext
+      )
+
+      expect(response.status).toBe(403)
+      expect(dbChainMockFns.update).not.toHaveBeenCalled()
+    })
+
+    it('rejects an empty updates array', async () => {
+      const response = await PATCH(createMockRequest('PATCH', { updates: [] }), routeContext)
+
+      expect(response.status).toBe(400)
+      expect(dbChainMockFns.update).not.toHaveBeenCalled()
+    })
+
+    /**
+     * A repeated userId used to slip past the self-demotion guard: it inspected
+     * the first matching entry while the write loop applied every entry in order,
+     * so a trailing `read` landed after a leading `admin` had satisfied the check.
+     */
+    it('rejects a batch that names the same user twice', async () => {
+      queuePersonalWorkspace([permissionRow(ADMIN_ID, 'admin'), permissionRow(MEMBER_ID, 'read')])
+
+      const response = await PATCH(
+        createMockRequest('PATCH', {
+          updates: [
+            { userId: MEMBER_ID, permissions: 'admin' },
+            { userId: MEMBER_ID, permissions: 'read' },
+          ],
+        }),
+        routeContext
+      )
+
+      expect(response.status).toBe(400)
+      expect(dbChainMockFns.update).not.toHaveBeenCalled()
+    })
+
+    /**
+     * The exploit the dedup rule exists to stop: a leading `admin` entry satisfies
+     * the self-demotion guard while a trailing `read` entry is what actually lands.
+     */
+    it('rejects a duplicate-entry attempt to self-demote', async () => {
+      queuePersonalWorkspace([permissionRow(ADMIN_ID, 'admin')])
+
+      const response = await PATCH(
+        createMockRequest('PATCH', {
+          updates: [
+            { userId: ADMIN_ID, permissions: 'admin' },
+            { userId: ADMIN_ID, permissions: 'read' },
+          ],
+        }),
+        routeContext
+      )
+
+      expect(response.status).toBe(400)
+      expect(dbChainMockFns.update).not.toHaveBeenCalled()
+    })
+
+    it('refuses to strip the acting admin of their own admin', async () => {
+      queuePersonalWorkspace([permissionRow(ADMIN_ID, 'admin')])
+
+      const response = await PATCH(
+        createMockRequest('PATCH', { updates: [{ userId: ADMIN_ID, permissions: 'read' }] }),
+        routeContext
+      )
+
+      expect(response.status).toBe(400)
+      await expect(response.json()).resolves.toEqual({
+        error: 'Cannot remove your own admin permissions',
+      })
+      expect(dbChainMockFns.update).not.toHaveBeenCalled()
+    })
+
+    /**
+     * The owner holds an ordinary explicit admin row, so nothing but this guard
+     * distinguishes them — an invited admin could otherwise demote the owner out
+     * of their own workspace with no path back.
+     */
+    it('refuses to demote the workspace owner', async () => {
+      queueTableRows(schemaMock.workspace, [
+        { ownerId: MEMBER_ID, billedAccountUserId: BILLED_ID, organizationId: null },
+      ])
+      queueTableRows(schemaMock.permissions, [permissionRow(MEMBER_ID, 'admin')])
+
+      const response = await PATCH(
+        createMockRequest('PATCH', { updates: [{ userId: MEMBER_ID, permissions: 'read' }] }),
+        routeContext
+      )
+
+      expect(response.status).toBe(400)
+      await expect(response.json()).resolves.toEqual({
+        error: 'The workspace owner must retain admin permissions',
+      })
+      expect(dbChainMockFns.update).not.toHaveBeenCalled()
+    })
+
+    it('aborts when the caller loses admin mid-request', async () => {
+      queuePersonalWorkspace([permissionRow(ADMIN_ID, 'admin'), permissionRow(MEMBER_ID, 'read')])
+      mockGetEffectiveWorkspacePermission.mockResolvedValue('write')
+
+      const response = await PATCH(
+        createMockRequest('PATCH', { updates: [{ userId: MEMBER_ID, permissions: 'admin' }] }),
+        routeContext
+      )
+
+      expect(response.status).toBe(409)
+      await expect(response.json()).resolves.toMatchObject({
+        error: 'Your workspace permissions changed. Refresh and try again.',
+      })
+      expect(dbChainMockFns.set).not.toHaveBeenCalled()
+    })
+
+    it('refuses to demote the workspace billing account', async () => {
+      queuePersonalWorkspace([permissionRow(BILLED_ID, 'admin')], BILLED_ID)
+
+      const response = await PATCH(
+        createMockRequest('PATCH', { updates: [{ userId: BILLED_ID, permissions: 'read' }] }),
+        routeContext
+      )
+
+      expect(response.status).toBe(400)
+      await expect(response.json()).resolves.toEqual({
+        error: 'Workspace billing account must retain admin permissions',
+      })
+      expect(dbChainMockFns.update).not.toHaveBeenCalled()
+    })
+
+    /**
+     * An organization admin holds no permission row — their workspace admin is
+     * derived — but the members list still shows them. Membership must therefore
+     * mean "visible in the members list", or the caller is told someone they are
+     * looking at is not a member instead of why the role is fixed.
+     */
+    it('explains the lock for an organization admin who holds no permission row', async () => {
+      queueOrgWorkspace([{ userId: MEMBER_ID }], [permissionRow(ADMIN_ID, 'admin')])
+
+      const response = await PATCH(
+        createMockRequest('PATCH', { updates: [{ userId: MEMBER_ID, permissions: 'read' }] }),
+        routeContext
+      )
+
+      expect(response.status).toBe(400)
+      await expect(response.json()).resolves.toEqual({
+        error: 'Organization admins are workspace admins and their role cannot be changed',
+      })
+    })
+
+    it('refuses to change the role of an organization admin', async () => {
+      queueOrgWorkspace([{ userId: MEMBER_ID }], [permissionRow(MEMBER_ID, 'admin')])
+
+      const response = await PATCH(
+        createMockRequest('PATCH', { updates: [{ userId: MEMBER_ID, permissions: 'read' }] }),
+        routeContext
+      )
+
+      expect(response.status).toBe(400)
+      await expect(response.json()).resolves.toEqual({
+        error: 'Organization admins are workspace admins and their role cannot be changed',
+      })
+      expect(dbChainMockFns.update).not.toHaveBeenCalled()
+    })
+
+    it('returns 404 when the workspace does not exist', async () => {
+      const response = await PATCH(
+        createMockRequest('PATCH', { updates: [{ userId: MEMBER_ID, permissions: 'read' }] }),
+        routeContext
+      )
+
+      expect(response.status).toBe(404)
+      expect(dbChainMockFns.update).not.toHaveBeenCalled()
+    })
+
+    /**
+     * Targets sharing a role share a statement, so a batch costs one write per
+     * distinct role rather than one per member — the transaction holds its pooled
+     * connection for a bounded number of round trips regardless of batch size.
+     */
+    it('writes one statement per distinct role, not per member', async () => {
+      const members = ['user-a', 'user-b', 'user-c', 'user-d']
+      queuePersonalWorkspace([
+        permissionRow(ADMIN_ID, 'admin'),
+        ...members.map((userId) => permissionRow(userId, 'read')),
+      ])
+
+      const response = await PATCH(
+        createMockRequest('PATCH', {
+          updates: members.map((userId) => ({ userId, permissions: 'write' })),
+        }),
+        routeContext
+      )
+
+      expect(response.status).toBe(200)
+      expect(dbChainMockFns.set).toHaveBeenCalledTimes(1)
+      expect(dbChainMockFns.set).toHaveBeenCalledWith({
+        permissionType: 'write',
+        updatedAt: expect.any(Date),
+      })
+    })
+
+    it('applies every member of a multi-item batch', async () => {
+      queuePersonalWorkspace([
+        permissionRow(ADMIN_ID, 'admin'),
+        permissionRow(MEMBER_ID, 'read'),
+        permissionRow(OUTSIDER_ID, 'read'),
+      ])
+      dbChainMockFns.returning.mockResolvedValue([{ id: 'perm-1' }])
+
+      const response = await PATCH(
+        createMockRequest('PATCH', {
+          updates: [
+            { userId: OUTSIDER_ID, permissions: 'admin' },
+            { userId: MEMBER_ID, permissions: 'write' },
+          ],
+        }),
+        routeContext
+      )
+
+      expect(response.status).toBe(200)
+      expect(dbChainMockFns.set).toHaveBeenCalledTimes(2)
+      expect(dbChainMockFns.set).toHaveBeenCalledWith({
+        permissionType: 'admin',
+        updatedAt: expect.any(Date),
+      })
+      expect(dbChainMockFns.set).toHaveBeenCalledWith({
+        permissionType: 'write',
+        updatedAt: expect.any(Date),
+      })
+    })
+  })
+})
diff --git a/apps/sim/app/api/workspaces/[id]/permissions/route.ts b/apps/sim/app/api/workspaces/[id]/permissions/route.ts
index 3086192a6eb..4d5809de87d 100644
--- a/apps/sim/app/api/workspaces/[id]/permissions/route.ts
+++ b/apps/sim/app/api/workspaces/[id]/permissions/route.ts
@@ -2,24 +2,160 @@ import { AuditAction, AuditResourceType, recordAudit } from '@sim/audit'
 import { db } from '@sim/db'
 import { member, permissions, user, workspace, workspaceEnvironment } from '@sim/db/schema'
 import { createLogger } from '@sim/logger'
-import { ORG_ADMIN_ROLES } from '@sim/platform-authz/workspace'
-import { generateId } from '@sim/utils/id'
-import { and, eq, inArray } from 'drizzle-orm'
+import { isOrgAdminRole, ORG_ADMIN_ROLES } from '@sim/platform-authz/workspace'
+import { getPostgresErrorCode } from '@sim/utils/errors'
+import { and, eq, inArray, sql } from 'drizzle-orm'
 import { type NextRequest, NextResponse } from 'next/server'
-import { updateWorkspacePermissionsContract } from '@/lib/api/contracts/workspaces'
-import { parseRequest } from '@/lib/api/server'
+import {
+  updateWorkspacePermissionsContract,
+  type WorkspacePermission,
+} from '@/lib/api/contracts/workspaces'
+import { getValidationErrorMessage, parseRequest } from '@/lib/api/server'
 import { getSession } from '@/lib/auth'
+import { HttpError } from '@/lib/core/utils/http-error'
 import { withRouteHandler } from '@/lib/core/utils/with-route-handler'
 import { syncWorkspaceEnvCredentials } from '@/lib/credentials/environment'
+import { isRetryableTransactionError, withTransactionRetry } from '@/lib/db/transaction'
+import type { DbOrTx } from '@/lib/db/types'
 import { captureServerEvent } from '@/lib/posthog/server'
 import {
-  getUsersWithPermissions,
+  getEffectiveWorkspacePermission,
   getWorkspacePermissionsForViewer,
+  getWorkspaceWithOwner,
   hasWorkspaceAdminAccess,
 } from '@/lib/workspaces/permissions/utils'
 
 const logger = createLogger('WorkspacesPermissionsAPI')
 
+/**
+ * A target's permission row no longer matched at write time — it was removed,
+ * or replaced, by a concurrent writer. Thrown inside the transaction so the
+ * whole batch rolls back instead of resurrecting a revoked collaborator or
+ * writing a role decided against stale standing.
+ *
+ * `message` reaches the client verbatim via `withRouteHandler`, so it is worded
+ * for the person who clicked.
+ */
+class StaleWorkspaceMembershipError extends HttpError {
+  readonly statusCode = 409
+  readonly userId: string
+
+  constructor(userId: string) {
+    super("This member's access just changed. Refresh and try again.")
+    this.name = 'StaleWorkspaceMembershipError'
+    this.userId = userId
+  }
+}
+
+/**
+ * The caller's own workspace admin standing was revoked while the request was in
+ * flight. Authority is checked before the body is parsed, several reads ahead of
+ * the write, so it is re-read under lock inside the transaction — otherwise a
+ * just-demoted admin's in-flight batch still commits.
+ */
+class WorkspaceAdminRevokedError extends HttpError {
+  readonly statusCode = 409
+
+  constructor() {
+    super('Your workspace permissions changed. Refresh and try again.')
+    this.name = 'WorkspaceAdminRevokedError'
+  }
+}
+
+/**
+ * The workspace moved under the request — ownership transferred, the billed
+ * account changed, or it joined/left an organization — so a guard that passed
+ * on the pre-flight read no longer holds against the locked row.
+ */
+class WorkspaceContextChangedError extends HttpError {
+  readonly statusCode = 409
+
+  constructor() {
+    super('This workspace just changed. Refresh and try again.')
+    this.name = 'WorkspaceContextChangedError'
+  }
+}
+
+/**
+ * Another writer held the rows for longer than every attempt allowed. Distinct
+ * from the conflicts above: nothing about the request is wrong and the state is
+ * unchanged, so the answer is to retry rather than to reload — and it must not
+ * reach the client as a generic server error, which is what bounding the lock
+ * wait would otherwise have produced.
+ */
+class WorkspaceBusyError extends HttpError {
+  readonly statusCode = 409
+
+  constructor() {
+    super('This workspace is busy right now. Try again in a moment.')
+    this.name = 'WorkspaceBusyError'
+  }
+}
+
+/**
+ * Bounds the wait on the row locks below so a stuck holder fails fast
+ * (SQLSTATE 55P03) instead of parking a pooled connection indefinitely.
+ *
+ * Kept short because `withTransactionRetry` retries that timeout: the connection
+ * is released between attempts, so three bounded waits contend better than one
+ * long one and never pin a pool slot for more than this.
+ */
+const PERMISSIONS_LOCK_TIMEOUT_MS = 3000
+
+/** Organization owners/admins among `userIds`, empty for a personal workspace. */
+async function loadOrgAdminTargets(
+  executor: DbOrTx,
+  organizationId: string | null,
+  userIds: string[]
+): Promise<Set<string>> {
+  if (!organizationId) return new Set()
+  const rows = await executor
+    .select({ userId: member.userId })
+    .from(member)
+    .where(
+      and(
+        eq(member.organizationId, organizationId),
+        inArray(member.userId, userIds),
+        inArray(member.role, [...ORG_ADMIN_ROLES])
+      )
+    )
+  return new Set(rows.map((row) => row.userId))
+}
+
+/**
+ * Roles that are inherited rather than granted, and so cannot be edited here.
+ *
+ * Every input is workspace state that another request can change underneath
+ * this one, so this runs twice: once on the pre-flight read to answer with the
+ * specific reason, and once inside the transaction against the locked row. One
+ * function so the two evaluations cannot drift.
+ */
+function findInheritedRoleViolation(
+  updates: readonly { userId: string; permissions: WorkspacePermission }[],
+  state: {
+    ownerId: string
+    billedAccountUserId: string | null
+    orgAdminUserIds: ReadonlySet<string>
+  }
+): string | null {
+  if (updates.some((update) => state.orgAdminUserIds.has(update.userId))) {
+    return 'Organization admins are workspace admins and their role cannot be changed'
+  }
+  if (updates.some((update) => update.userId === state.ownerId && update.permissions !== 'admin')) {
+    return 'The workspace owner must retain admin permissions'
+  }
+  const billedAccountUserId = state.billedAccountUserId
+  if (
+    billedAccountUserId &&
+    updates.some(
+      (update) => update.userId === billedAccountUserId && update.permissions !== 'admin'
+    )
+  ) {
+    return 'Workspace billing account must retain admin permissions'
+  }
+  return null
+}
+
 /**
  * GET /api/workspaces/[id]/permissions
  *
@@ -31,25 +167,20 @@ const logger = createLogger('WorkspacesPermissionsAPI')
  */
 export const GET = withRouteHandler(
   async (request: NextRequest, { params }: { params: Promise<{ id: string }> }) => {
-    try {
-      const { id: workspaceId } = await params
-      const session = await getSession()
-
-      if (!session?.user?.id) {
-        return NextResponse.json({ error: 'Authentication required' }, { status: 401 })
-      }
+    const { id: workspaceId } = await params
+    const session = await getSession()
 
-      const result = await getWorkspacePermissionsForViewer(workspaceId, session.user.id)
+    if (!session?.user?.id) {
+      return NextResponse.json({ error: 'Authentication required' }, { status: 401 })
+    }
 
-      if (!result) {
-        return NextResponse.json({ error: 'Workspace not found or access denied' }, { status: 404 })
-      }
+    const result = await getWorkspacePermissionsForViewer(workspaceId, session.user.id)
 
-      return NextResponse.json(result)
-    } catch (error) {
-      logger.error('Error fetching workspace permissions:', error)
-      return NextResponse.json({ error: 'Failed to fetch workspace permissions' }, { status: 500 })
+    if (!result) {
+      return NextResponse.json({ error: 'Workspace not found or access denied' }, { status: 404 })
     }
+
+    return NextResponse.json(result)
   }
 )
 
@@ -59,128 +190,398 @@ export const GET = withRouteHandler(
  * Updates permissions for existing workspace members.
  * Only admin users can update permissions.
  *
+ * Every target must already hold a workspace permission row — this endpoint
+ * cannot introduce a member. Adding one goes through the invitation flow, which
+ * enforces the plan, seat, and consent gates.
+ *
+ * Each change is an in-place UPDATE of the existing row, so the row's
+ * `createdAt` (surfaced as the member's joined date) survives a role change, and
+ * a target removed concurrently matches no row and yields a 409 rather than
+ * being re-created.
+ *
+ * Roles that are inherited rather than granted cannot be edited here, matching
+ * the lock the members list shows: the workspace owner, organization
+ * owners/admins, the billing account, and the caller's own admin. The caller's
+ * authority is re-read under lock inside the transaction, so a batch from an
+ * admin who was demoted mid-request does not commit.
+ *
  * @param workspaceId - The workspace ID from the URL parameters
- * @param updates - Array of permission updates for users
+ * @param updates - Array of permission updates for existing members
  * @returns Success message or error
  */
 export const PATCH = withRouteHandler(
   async (request: NextRequest, context: { params: Promise<{ id: string }> }) => {
-    try {
-      const { id: workspaceId } = await context.params
-      const session = await getSession()
+    const { id: workspaceId } = await context.params
+    const session = await getSession()
 
-      if (!session?.user?.id) {
-        return NextResponse.json({ error: 'Authentication required' }, { status: 401 })
-      }
+    if (!session?.user?.id) {
+      return NextResponse.json({ error: 'Authentication required' }, { status: 401 })
+    }
+
+    const hasAdminAccess = await hasWorkspaceAdminAccess(session.user.id, workspaceId)
+
+    if (!hasAdminAccess) {
+      return NextResponse.json(
+        { error: 'Admin access required to update permissions' },
+        { status: 403 }
+      )
+    }
+
+    /**
+     * The default validation response reports a generic "Validation error" and
+     * puts the authored message in `details`, which the client never reads — so
+     * the duplicate-userId, batch-size, and id-length rules would all surface as
+     * the same unhelpful string.
+     */
+    const parsed = await parseRequest(updateWorkspacePermissionsContract, request, context, {
+      validationErrorResponse: (error) =>
+        NextResponse.json({ error: getValidationErrorMessage(error) }, { status: 400 }),
+    })
+    if (!parsed.success) return parsed.response
+    const body = parsed.data.body
+
+    const workspaceRow = await db
+      .select({
+        ownerId: workspace.ownerId,
+        billedAccountUserId: workspace.billedAccountUserId,
+        organizationId: workspace.organizationId,
+      })
+      .from(workspace)
+      .where(eq(workspace.id, workspaceId))
+      .limit(1)
 
-      const hasAdminAccess = await hasWorkspaceAdminAccess(session.user.id, workspaceId)
+    if (!workspaceRow.length) {
+      return NextResponse.json({ error: 'Workspace not found' }, { status: 404 })
+    }
+
+    const ownerId = workspaceRow[0].ownerId
+    const billedAccountUserId = workspaceRow[0].billedAccountUserId
+    const organizationId = workspaceRow[0].organizationId
 
-      if (!hasAdminAccess) {
-        return NextResponse.json(
-          { error: 'Admin access required to update permissions' },
-          { status: 403 }
+    const targetUserIds = body.updates.map((update) => update.userId)
+
+    /**
+     * Current standing and display name for the targets. Scoped to the targets:
+     * nothing downstream reads a non-target row, and an unscoped read
+     * materializes every member of the workspace on a single-role change.
+     */
+    const existingPerms = await db
+      .select({
+        userId: permissions.userId,
+        email: user.email,
+      })
+      .from(permissions)
+      .innerJoin(user, eq(permissions.userId, user.id))
+      .where(
+        and(
+          eq(permissions.entityType, 'workspace'),
+          eq(permissions.entityId, workspaceId),
+          inArray(permissions.userId, targetUserIds)
         )
-      }
+      )
 
-      const parsed = await parseRequest(updateWorkspacePermissionsContract, request, context)
-      if (!parsed.success) return parsed.response
-      const body = parsed.data.body
+    const emailByUserId = new Map(existingPerms.map((row) => [row.userId, row.email]))
 
-      const workspaceRow = await db
-        .select({
-          billedAccountUserId: workspace.billedAccountUserId,
-          organizationId: workspace.organizationId,
-        })
-        .from(workspace)
-        .where(eq(workspace.id, workspaceId))
-        .limit(1)
+    const orgAdminUserIds = await loadOrgAdminTargets(db, organizationId, targetUserIds)
 
-      if (!workspaceRow.length) {
-        return NextResponse.json({ error: 'Workspace not found' }, { status: 404 })
-      }
+    /**
+     * Membership is checked before anything else about the target, so the
+     * inherited-role answers below only ever describe someone the caller can
+     * already see in the members list. Checking them first made this an oracle:
+     * it would tell any caller whether an arbitrary userId was the workspace's
+     * billing account.
+     *
+     * "Member" therefore means what the members list means — an explicit row OR
+     * a derived organization admin. Organization admins hold no permission row,
+     * so testing rows alone would answer "not a member" about someone the caller
+     * is looking at, instead of explaining why their role is fixed.
+     *
+     * This endpoint only *changes* standing, never grants it. Adding a
+     * collaborator belongs to the invitation flow, which owns the gates this
+     * route cannot apply — the external-collaborator paid-plan requirement,
+     * seat provisioning, and the invitee's acceptance.
+     */
+    const nonMemberUserIds = targetUserIds.filter(
+      (userId) => !emailByUserId.has(userId) && !orgAdminUserIds.has(userId)
+    )
+    if (nonMemberUserIds.length > 0) {
+      logger.warn('Rejected permission update for non-members', {
+        workspaceId,
+        nonMemberCount: nonMemberUserIds.length,
+      })
+      return NextResponse.json(
+        { error: 'Only existing workspace members can have their permissions updated' },
+        { status: 400 }
+      )
+    }
+
+    if (
+      body.updates.some(
+        (update) => update.userId === session.user.id && update.permissions !== 'admin'
+      )
+    ) {
+      return NextResponse.json(
+        { error: 'Cannot remove your own admin permissions' },
+        { status: 400 }
+      )
+    }
 
-      const billedAccountUserId = workspaceRow[0].billedAccountUserId
-      const organizationId = workspaceRow[0].organizationId
+    const preflightViolation = findInheritedRoleViolation(body.updates, {
+      ownerId,
+      billedAccountUserId,
+      orgAdminUserIds,
+    })
+    if (preflightViolation) {
+      return NextResponse.json({ error: preflightViolation }, { status: 400 })
+    }
+
+    /**
+     * Retried on contention: the ordered locks below close this route against
+     * itself, but member removal takes the billed account before the departing
+     * user, so a cross-path cycle remains — and the `lock_timeout` above turns a
+     * slow competing writer into an abort of its own. Both are the database
+     * asking for a retry, and answering either with a 500 would surface as
+     * "Internal server error" for a click that would have worked.
+     */
+    const { previousRoles, changedUserIds } = await withTransactionRetry(async (tx) => {
+      await tx.execute(
+        sql`select set_config('lock_timeout', ${`${PERMISSIONS_LOCK_TIMEOUT_MS}ms`}, true)`
+      )
+
+      /**
+       * An inherited org-admin grant lives in `member`, not `permissions`, so it
+       * is fenced separately — and first, so every invocation of this route takes
+       * the tables in the same order. Same order as
+       * `validateLockedWorkspaceInvitationContext`: member, workspace, permissions.
+       */
+      const lockUserIds = [...new Set([session.user.id, ...targetUserIds])]
 
+      /**
+       * The caller's inherited authority and the targets' inherited-admin standing
+       * both live here, so both are locked — in one ordered statement, so `member`
+       * has a total acquisition order for the same reason `permissions` does
+       * below. Locking only the caller left a target's promotion to organization
+       * admin able to land between the guard and the write.
+       */
+      let orgAdminUserIds: ReadonlySet<string> = new Set()
       if (organizationId) {
-        const targetUserIds = body.updates.map((update) => update.userId)
-        const orgAdminTargets = await db
-          .select({ userId: member.userId })
+        const lockedMembers = await tx
+          .select({ userId: member.userId, role: member.role })
           .from(member)
           .where(
-            and(
-              eq(member.organizationId, organizationId),
-              inArray(member.userId, targetUserIds),
-              inArray(member.role, [...ORG_ADMIN_ROLES])
-            )
+            and(eq(member.organizationId, organizationId), inArray(member.userId, lockUserIds))
           )
-        if (orgAdminTargets.length > 0) {
-          return NextResponse.json(
-            { error: 'Organization admins are workspace admins and their role cannot be changed' },
-            { status: 400 }
-          )
-        }
+          .orderBy(member.userId)
+          .for('update')
+        orgAdminUserIds = new Set(
+          lockedMembers.filter((row) => isOrgAdminRole(row.role)).map((row) => row.userId)
+        )
       }
 
-      const selfUpdate = body.updates.find((update) => update.userId === session.user.id)
-      if (selfUpdate && selfUpdate.permissions !== 'admin') {
-        return NextResponse.json(
-          { error: 'Cannot remove your own admin permissions' },
-          { status: 400 }
-        )
+      /**
+       * `ownerId`, `billedAccountUserId`, and `organizationId` were read
+       * unlocked, and a workspace admin can move all three from other endpoints
+       * — ownership transfers when the owner is removed, and the billed account
+       * is directly settable. Re-reading them under lock is what stops a batch
+       * vetted against the old row from demoting whoever those columns point at
+       * now, which would strand a workspace owner on `read` with no way back.
+       */
+      const lockedWorkspace = await getWorkspaceWithOwner(workspaceId, {
+        executor: tx,
+        forUpdate: true,
+      })
+      if (!lockedWorkspace || lockedWorkspace.organizationId !== organizationId) {
+        throw new WorkspaceContextChangedError()
       }
 
-      if (
-        billedAccountUserId &&
-        body.updates.some(
-          (update) => update.userId === billedAccountUserId && update.permissions !== 'admin'
-        )
-      ) {
-        return NextResponse.json(
-          { error: 'Workspace billing account must retain admin permissions' },
-          { status: 400 }
+      const lockedViolation = findInheritedRoleViolation(body.updates, {
+        ownerId: lockedWorkspace.ownerId,
+        billedAccountUserId: lockedWorkspace.billedAccountUserId,
+        orgAdminUserIds,
+      })
+      if (lockedViolation) {
+        logger.warn('Permission update raced a workspace change', {
+          workspaceId,
+          reason: lockedViolation,
+        })
+        throw new WorkspaceContextChangedError()
+      }
+
+      /**
+       * One ordered lock over the caller's row and every target's, which is what
+       * makes the batch deadlock-free against another invocation of this route:
+       * `ORDER BY` sits below `FOR UPDATE`, so Postgres acquires the row locks in
+       * userId order no matter what order the request listed them in. Including
+       * the caller matters — two admins editing each other would otherwise take
+       * self-then-target in opposite orders and deadlock.
+       *
+       * It does not order against other writers of these rows (member removal
+       * takes the billed account before the departing user), so it closes this
+       * route against itself rather than closing the table globally.
+       */
+      const lockedRows = await tx
+        .select({ userId: permissions.userId, permissionType: permissions.permissionType })
+        .from(permissions)
+        .where(
+          and(
+            eq(permissions.entityType, 'workspace'),
+            eq(permissions.entityId, workspaceId),
+            inArray(permissions.userId, lockUserIds)
+          )
         )
+        .orderBy(permissions.userId)
+        .for('update')
+
+      const lockedByUserId = new Map(lockedRows.map((row) => [row.userId, row.permissionType]))
+
+      /**
+       * Re-establish the caller's authority now that it cannot change again.
+       * `hasWorkspaceAdminAccess` ran before the body was parsed and several
+       * reads ago, so without this a batch from an admin demoted mid-request
+       * still commits.
+       */
+      const callerPermission = await getEffectiveWorkspacePermission(
+        session.user.id,
+        { id: workspaceId, organizationId },
+        tx
+      )
+      if (callerPermission !== 'admin') {
+        logger.warn('Permission update raced revocation of the caller', {
+          workspaceId,
+          actorId: session.user.id,
+        })
+        throw new WorkspaceAdminRevokedError()
       }
 
-      // Capture existing permissions and user info for audit metadata
-      const existingPerms = await db
-        .select({
-          userId: permissions.userId,
-          permissionType: permissions.permissionType,
-          email: user.email,
+      /**
+       * The membership check above ran unlocked; this is the authoritative one.
+       * A target missing here was removed in between, so the batch rolls back
+       * rather than reviving it.
+       */
+      const removedUserId = targetUserIds.find((userId) => !lockedByUserId.has(userId))
+      if (removedUserId !== undefined) {
+        logger.warn('Permission update raced a concurrent membership change', {
+          workspaceId,
+          userId: removedUserId,
         })
-        .from(permissions)
-        .innerJoin(user, eq(permissions.userId, user.id))
-        .where(and(eq(permissions.entityType, 'workspace'), eq(permissions.entityId, workspaceId)))
+        throw new StaleWorkspaceMembershipError(removedUserId)
+      }
 
-      const permLookup = new Map(
-        existingPerms.map((p) => [p.userId, { permission: p.permissionType, email: p.email }])
+      /**
+       * Entries that ask for the role the member already holds are dropped
+       * rather than rewritten. Writing them would bump `updatedAt` and emit a
+       * `MEMBER_ROLE_CHANGED` audit entry reading "from admin to admin" — noise
+       * in the trail, and a false positive for anything watching `updatedAt` to
+       * detect real changes.
+       *
+       * Targets sharing a role then share a statement, so the batch costs one
+       * write per distinct role — at most three — instead of one per member.
+       * Every row is already locked, so the order the groups run in has no
+       * bearing on lock acquisition. Relies on the contract rejecting a repeated
+       * `userId`: without that a user could land in two groups and their final
+       * role would depend on which group ran last.
+       */
+      const changedUpdates = body.updates.filter(
+        (update) => lockedByUserId.get(update.userId) !== update.permissions
       )
+      const userIdsByPermission = new Map<WorkspacePermission, string[]>()
+      for (const update of changedUpdates) {
+        const group = userIdsByPermission.get(update.permissions)
+        if (group) group.push(update.userId)
+        else userIdsByPermission.set(update.permissions, [update.userId])
+      }
 
-      await db.transaction(async (tx) => {
-        for (const update of body.updates) {
-          await tx
-            .delete(permissions)
-            .where(
-              and(
-                eq(permissions.userId, update.userId),
-                eq(permissions.entityType, 'workspace'),
-                eq(permissions.entityId, workspaceId)
-              )
+      /**
+       * One timestamp for the batch: it commits atomically, so the rows should
+       * not disagree about when they changed.
+       */
+      const updatedAt = new Date()
+      for (const [permission, userIds] of userIdsByPermission) {
+        await tx
+          .update(permissions)
+          .set({ permissionType: permission, updatedAt })
+          .where(
+            and(
+              eq(permissions.entityType, 'workspace'),
+              eq(permissions.entityId, workspaceId),
+              inArray(permissions.userId, userIds)
             )
+          )
+      }
+
+      return {
+        previousRoles: lockedByUserId,
+        changedUserIds: new Set(changedUpdates.map((update) => update.userId)),
+      }
+    }).catch((error) => {
+      /**
+       * Contention that outlived every attempt. Answering with the driver error
+       * would render as "Internal server error" for a request that is simply
+       * queued behind another writer.
+       */
+      if (isRetryableTransactionError(error)) {
+        logger.warn('Permission update exhausted retries under contention', {
+          workspaceId,
+          code: getPostgresErrorCode(error),
+        })
+        throw new WorkspaceBusyError()
+      }
+      throw error
+    })
+
+    /**
+     * The change is durable from here on, so it is recorded before anything
+     * that can still throw. Ordering this after the reads below meant a
+     * transient failure in them produced a committed but entirely unaudited
+     * role change.
+     */
+    for (const update of body.updates) {
+      if (!changedUserIds.has(update.userId)) continue
+
+      captureServerEvent(
+        session.user.id,
+        'workspace_member_role_changed',
+        { workspace_id: workspaceId, new_role: update.permissions },
+        { groups: { workspace: workspaceId } }
+      )
 
-          await tx.insert(permissions).values({
-            id: generateId(),
-            userId: update.userId,
-            entityType: 'workspace' as const,
-            entityId: workspaceId,
-            permissionType: update.permissions,
-            createdAt: new Date(),
-            updatedAt: new Date(),
-          })
-        }
+      /**
+       * `previousRole` comes from the locked read, not the unlocked one above:
+       * the pre-flight snapshot can be overtaken by another admin's change, and
+       * recording a transition that never happened corrupts the trail.
+       */
+      const targetEmail = emailByUserId.get(update.userId)
+      const previousRole = previousRoles.get(update.userId) ?? null
+
+      recordAudit({
+        workspaceId,
+        actorId: session.user.id,
+        action: AuditAction.MEMBER_ROLE_CHANGED,
+        resourceType: AuditResourceType.WORKSPACE,
+        resourceId: workspaceId,
+        resourceName: targetEmail ?? update.userId,
+        actorName: session.user.name ?? undefined,
+        actorEmail: session.user.email ?? undefined,
+        description: `Changed permissions for ${targetEmail ?? update.userId} from ${previousRole ?? 'unknown'} to ${update.permissions}`,
+        metadata: {
+          targetUserId: update.userId,
+          targetEmail: targetEmail ?? undefined,
+          previousRole,
+          newRole: update.permissions,
+        },
+        request,
       })
+    }
 
+    /**
+     * Credential membership follows workspace access, but it cannot join the
+     * transaction above and the role change is already committed. A failure
+     * anywhere past the commit is therefore a reconciliation task, not a reason
+     * to answer 500 — that would misreport the committed change and invite a
+     * retry that changes nothing. The read that feeds the sync is inside the
+     * guard for the same reason.
+     */
+    try {
       const [wsEnvRow] = await db
         .select({ variables: workspaceEnvironment.variables })
         .from(workspaceEnvironment)
@@ -194,45 +595,14 @@ export const PATCH = withRouteHandler(
           actingUserId: session.user.id,
         })
       }
-
-      const updatedUsers = await getUsersWithPermissions(workspaceId)
-
-      for (const update of body.updates) {
-        captureServerEvent(
-          session.user.id,
-          'workspace_member_role_changed',
-          { workspace_id: workspaceId, new_role: update.permissions },
-          { groups: { workspace: workspaceId } }
-        )
-
-        recordAudit({
-          workspaceId,
-          actorId: session.user.id,
-          action: AuditAction.MEMBER_ROLE_CHANGED,
-          resourceType: AuditResourceType.WORKSPACE,
-          resourceId: workspaceId,
-          resourceName: permLookup.get(update.userId)?.email ?? update.userId,
-          actorName: session.user.name ?? undefined,
-          actorEmail: session.user.email ?? undefined,
-          description: `Changed permissions for ${permLookup.get(update.userId)?.email ?? update.userId} from ${permLookup.get(update.userId)?.permission ?? 'none'} to ${update.permissions}`,
-          metadata: {
-            targetUserId: update.userId,
-            targetEmail: permLookup.get(update.userId)?.email ?? undefined,
-            previousRole: permLookup.get(update.userId)?.permission ?? null,
-            newRole: update.permissions,
-          },
-          request,
-        })
-      }
-
-      return NextResponse.json({
-        message: 'Permissions updated successfully',
-        users: updatedUsers,
-        total: updatedUsers.length,
-      })
     } catch (error) {
-      logger.error('Error updating workspace permissions:', error)
-      return NextResponse.json({ error: 'Failed to update workspace permissions' }, { status: 500 })
+      logger.error('Workspace env credential membership needs reconciliation', {
+        workspaceId,
+        targetUserIds,
+        error,
+      })
     }
+
+    return NextResponse.json({ message: 'Permissions updated successfully' })
   }
 )
diff --git a/apps/sim/app/workspace/[workspaceId]/settings/components/team-management/components/organization-member-lists/organization-member-lists.tsx b/apps/sim/app/workspace/[workspaceId]/settings/components/team-management/components/organization-member-lists/organization-member-lists.tsx
index 5a435d644f9..aae0637e267 100644
--- a/apps/sim/app/workspace/[workspaceId]/settings/components/team-management/components/organization-member-lists/organization-member-lists.tsx
+++ b/apps/sim/app/workspace/[workspaceId]/settings/components/team-management/components/organization-member-lists/organization-member-lists.tsx
@@ -290,13 +290,20 @@ export function OrganizationMemberLists({
     workspaceId: string,
     access: RosterWorkspaceAccess
   ) => {
-    const rowUserIsOrgAdmin = isOrgAdminRole(member.role)
     const isSelf = member.userId === currentUserId
     const wouldDemoteSelf = isSelf && access.permission === 'admin'
+    /**
+     * Every reason here has a matching server guard, so a locked control is one
+     * the route would have refused. Derived from the roster payload rather than
+     * from the org role alone, which missed the workspace owner and the billing
+     * account.
+     */
+    const lockReason = workspaceRoleLockReason(access.roleSource, {
+      isBilledAccount: access.isBilledAccount,
+    })
     const disabled =
-      !canManage || rowUserIsOrgAdmin || wouldDemoteSelf || updatePermissions.isPending
-    const lockReason = rowUserIsOrgAdmin ? workspaceRoleLockReason('org-admin') : null
-    const canRemoveFromWorkspace = canManage && !rowUserIsOrgAdmin && !isSelf
+      !canManage || lockReason !== null || wouldDemoteSelf || updatePermissions.isPending
+    const canRemoveFromWorkspace = canManage && !isOrgAdminRole(member.role) && !isSelf
 
     return (
       <MemberRow
diff --git a/apps/sim/app/workspace/[workspaceId]/settings/components/teammates/teammates.tsx b/apps/sim/app/workspace/[workspaceId]/settings/components/teammates/teammates.tsx
index b9b8763bc0f..96d6d722af7 100644
--- a/apps/sim/app/workspace/[workspaceId]/settings/components/teammates/teammates.tsx
+++ b/apps/sim/app/workspace/[workspaceId]/settings/components/teammates/teammates.tsx
@@ -56,6 +56,7 @@ interface Teammate {
   invitationId?: string
   token?: string
   roleSource?: WorkspaceRoleSource
+  isBilledAccount?: boolean
 }
 
 /**
@@ -140,6 +141,7 @@ export function Teammates() {
       isPending: false,
       userId: member.userId,
       roleSource: member.roleSource,
+      isBilledAccount: member.isBilledAccount,
     }))
 
     const pending: Teammate[] = (invitations ?? []).map((invitation) => ({
@@ -216,7 +218,9 @@ export function Teammates() {
               roleControl={(() => {
                 const lockReason = teammate.isPending
                   ? null
-                  : workspaceRoleLockReason(teammate.roleSource)
+                  : workspaceRoleLockReason(teammate.roleSource, {
+                      isBilledAccount: teammate.isBilledAccount,
+                    })
                 return (
                   <RoleLockTooltip reason={lockReason}>
                     <ChipDropdown
diff --git a/apps/sim/components/permissions/role-lock.tsx b/apps/sim/components/permissions/role-lock.tsx
index db384516930..a3f6af078c1 100644
--- a/apps/sim/components/permissions/role-lock.tsx
+++ b/apps/sim/components/permissions/role-lock.tsx
@@ -7,14 +7,20 @@ export type WorkspaceRoleSource = 'owner' | 'explicit' | 'org-admin'
 export type CredentialRoleSource = 'explicit' | 'workspace-admin'
 
 /**
- * Explanation shown when a workspace member's role is fixed by inheritance and
- * cannot be edited. Returns null for editable (`explicit`) roles.
+ * Explanation shown when a workspace member's role is fixed and cannot be
+ * edited. Returns null for editable roles.
+ *
+ * Mirrors the server guards on `PATCH /api/workspaces/[id]/permissions`, which
+ * refuse the same three cases — so every reason here must have a guard there and
+ * vice versa, or the UI offers a control that can only fail.
  */
 export function workspaceRoleLockReason(
-  roleSource: WorkspaceRoleSource | undefined
+  roleSource: WorkspaceRoleSource | undefined,
+  options?: { isBilledAccount?: boolean }
 ): string | null {
   if (roleSource === 'org-admin') return 'Organization admins are automatically workspace admins'
   if (roleSource === 'owner') return 'Workspace owner'
+  if (options?.isBilledAccount) return 'Workspace billing account'
   return null
 }
 
diff --git a/apps/sim/hooks/queries/invitations.ts b/apps/sim/hooks/queries/invitations.ts
index c4e06d67aaf..394ff0b9113 100644
--- a/apps/sim/hooks/queries/invitations.ts
+++ b/apps/sim/hooks/queries/invitations.ts
@@ -1,4 +1,7 @@
+import { toast } from '@sim/emcn'
+import { getErrorMessage } from '@sim/utils/errors'
 import { keepPreviousData, useMutation, useQuery, useQueryClient } from '@tanstack/react-query'
+import { extractValidationIssues } from '@/lib/api/client/errors'
 import { requestJson } from '@/lib/api/client/request'
 import type { ContractBodyInput } from '@/lib/api/contracts'
 import {
@@ -410,6 +413,24 @@ export function useUpdateWorkspacePermissions() {
         body: { updates },
       })
     },
+    /**
+     * The route rejects a role change whose target is no longer a member, or
+     * whose standing changed mid-request. Surfaced here rather than per caller
+     * so the invalidation below cannot silently revert the control the user
+     * just moved with no explanation.
+     */
+    onError: (error) => {
+      /**
+       * `requestJson` validates the body against the contract before it fetches,
+       * so a contract failure arrives as a raw `ZodError` whose `message` is the
+       * serialized issue array. Read the issue instead, which is where the
+       * authored message lives on both that path and the server's `details`.
+       */
+      const issue = extractValidationIssues(error)[0]?.message
+      toast.error("Couldn't update role", {
+        description: issue ?? getErrorMessage(error, 'Please try again in a moment.'),
+      })
+    },
     onSettled: (_data, _error, variables) => {
       queryClient.invalidateQueries({
         queryKey: workspaceKeys.permissions(variables.workspaceId),
diff --git a/apps/sim/lib/api/contracts/organization.ts b/apps/sim/lib/api/contracts/organization.ts
index 5bdd6476dfc..bbd1fcf69ce 100644
--- a/apps/sim/lib/api/contracts/organization.ts
+++ b/apps/sim/lib/api/contracts/organization.ts
@@ -259,6 +259,13 @@ export const rosterWorkspaceAccessSchema = z.object({
   workspaceId: z.string(),
   workspaceName: z.string(),
   permission: workspacePermissionSchema,
+  /**
+   * Why this role is fixed, when it is. Carried so the roster can disable the
+   * controls the workspace-permissions route refuses, the way the teammates list
+   * already does — without them it offers an edit that can only fail.
+   */
+  roleSource: z.enum(['owner', 'explicit', 'org-admin']),
+  isBilledAccount: z.boolean(),
 })
 
 export const rosterMemberSchema = z.object({
diff --git a/apps/sim/lib/api/contracts/workspaces.ts b/apps/sim/lib/api/contracts/workspaces.ts
index 9cc7e41ab11..b08921be22c 100644
--- a/apps/sim/lib/api/contracts/workspaces.ts
+++ b/apps/sim/lib/api/contracts/workspaces.ts
@@ -1,5 +1,5 @@
 import { z } from 'zod'
-import { nonEmptyIdSchema } from '@/lib/api/contracts/primitives'
+import { nonEmptyIdSchema, requiredFieldSchema } from '@/lib/api/contracts/primitives'
 import { type ContractJsonResponse, defineRouteContract } from '@/lib/api/contracts/types'
 
 export const workspaceScopeSchema = z.enum(['active', 'archived', 'all'])
@@ -94,6 +94,7 @@ export const workspaceUserSchema = z.object({
   isExternal: z.boolean(),
   joinedAt: z.string(),
   roleSource: z.enum(['owner', 'explicit', 'org-admin']),
+  isBilledAccount: z.boolean(),
 })
 
 export type WorkspaceUser = z.output<typeof workspaceUserSchema>
@@ -114,13 +115,42 @@ export const workspacePermissionsResponseSchema = z.object({
 
 export type WorkspacePermissions = z.output<typeof workspacePermissionsResponseSchema>
 
+/**
+ * Role changes for users who are **already** workspace members. The route
+ * rejects any `userId` without an existing workspace permission row — adding a
+ * collaborator goes through the invitation flow, which owns the plan, seat, and
+ * consent gates this endpoint has no way to apply.
+ */
 export const updateWorkspacePermissionsBodySchema = z.object({
-  updates: z.array(
-    z.object({
-      userId: z.string(),
-      permissions: workspacePermissionSchema,
-    })
-  ),
+  updates: z
+    .array(
+      z.object({
+        userId: requiredFieldSchema('User ID is required').max(128, 'User ID is too long'),
+        permissions: workspacePermissionSchema,
+      })
+    )
+    .min(1, 'updates must contain at least one permission change')
+    .max(100, 'Cannot update more than 100 permissions at once')
+    /**
+     * One entry per user. Repeating a userId made the batch self-contradictory:
+     * the route's guards inspect the first matching entry while the write loop
+     * applied every entry in order, so a second entry could carry a role the
+     * guards had already vetted the first one against.
+     */
+    .superRefine((updates, ctx) => {
+      const seen = new Set<string>()
+      for (const [index, update] of updates.entries()) {
+        if (seen.has(update.userId)) {
+          ctx.addIssue({
+            code: z.ZodIssueCode.custom,
+            path: [index, 'userId'],
+            message: 'Each user may appear only once in updates',
+          })
+          return
+        }
+        seen.add(update.userId)
+      }
+    }),
 })
 
 export const workspaceMemberSchema = z.object({
@@ -317,11 +347,15 @@ export const updateWorkspacePermissionsContract = defineRouteContract({
   path: '/api/workspaces/[id]/permissions',
   params: workspaceParamsSchema,
   body: updateWorkspacePermissionsBodySchema,
+  /**
+   * Acknowledgement only. The roster this used to echo was discarded by every
+   * caller — the members list is owned by the GET above and refetched on
+   * settle — so building it cost three queries per role change and made a
+   * post-commit read failure able to report an applied change as a 500.
+   */
   response: {
     mode: 'json',
-    schema: workspacePermissionsResponseSchema.extend({
-      message: z.string(),
-    }),
+    schema: z.object({ message: z.string() }),
   },
 })
 
diff --git a/apps/sim/lib/db/transaction.test.ts b/apps/sim/lib/db/transaction.test.ts
new file mode 100644
index 00000000000..783dab66e64
--- /dev/null
+++ b/apps/sim/lib/db/transaction.test.ts
@@ -0,0 +1,71 @@
+/**
+ * @vitest-environment node
+ */
+import { dbChainMockFns, resetDbChainMock } from '@sim/testing'
+import { beforeEach, describe, expect, it, vi } from 'vitest'
+import { isRetryableTransactionError, withTransactionRetry } from '@/lib/db/transaction'
+
+/** Shaped like the `postgres` driver's error, which carries `code` on the error. */
+function pgError(code: string): Error {
+  return Object.assign(new Error(`pg error ${code}`), { code })
+}
+
+describe('withTransactionRetry', () => {
+  beforeEach(() => {
+    vi.clearAllMocks()
+    resetDbChainMock()
+  })
+
+  describe('isRetryableTransactionError', () => {
+    /**
+     * `55P03` is what a caller's own `lock_timeout` raises. Excluding it would
+     * make bounding the lock wait worse than not bounding it.
+     */
+    it.each(['40001', '40P01', '55P03'])('treats %s as retryable', (code) => {
+      expect(isRetryableTransactionError(pgError(code))).toBe(true)
+    })
+
+    it.each(['23505', '23503', '42P01'])('treats %s as terminal', (code) => {
+      expect(isRetryableTransactionError(pgError(code))).toBe(false)
+    })
+
+    it('treats a non-postgres error as terminal', () => {
+      expect(isRetryableTransactionError(new Error('boom'))).toBe(false)
+    })
+  })
+
+  it('returns the callback result without retrying when it succeeds', async () => {
+    const fn = vi.fn().mockResolvedValue('ok')
+
+    await expect(withTransactionRetry(fn)).resolves.toBe('ok')
+    expect(dbChainMockFns.transaction).toHaveBeenCalledTimes(1)
+  })
+
+  it.each(['40001', '40P01', '55P03'])(
+    'retries a %s abort and returns the later result',
+    async (code) => {
+      const fn = vi.fn().mockRejectedValueOnce(pgError(code)).mockResolvedValue('recovered')
+
+      await expect(withTransactionRetry(fn)).resolves.toBe('recovered')
+      expect(fn).toHaveBeenCalledTimes(2)
+    }
+  )
+
+  it('gives up after the attempt cap and rethrows the driver error', async () => {
+    const fn = vi.fn().mockRejectedValue(pgError('40P01'))
+
+    await expect(withTransactionRetry(fn, { attempts: 3 })).rejects.toMatchObject({ code: '40P01' })
+    expect(fn).toHaveBeenCalledTimes(3)
+  })
+
+  /**
+   * The typed domain errors callers throw to force a rollback must not be
+   * replayed — a second attempt would reach the same decision.
+   */
+  it('does not retry an error the database did not raise', async () => {
+    const fn = vi.fn().mockRejectedValue(new Error('membership changed'))
+
+    await expect(withTransactionRetry(fn)).rejects.toThrow('membership changed')
+    expect(fn).toHaveBeenCalledTimes(1)
+  })
+})
diff --git a/apps/sim/lib/db/transaction.ts b/apps/sim/lib/db/transaction.ts
new file mode 100644
index 00000000000..9e4e2e7f960
--- /dev/null
+++ b/apps/sim/lib/db/transaction.ts
@@ -0,0 +1,69 @@
+import { db } from '@sim/db'
+import { createLogger } from '@sim/logger'
+import { getPostgresErrorCode } from '@sim/utils/errors'
+import { sleep } from '@sim/utils/helpers'
+import { backoffWithJitter } from '@sim/utils/retry'
+import type { DbOrTx } from '@/lib/db/types'
+
+const logger = createLogger('DbTransaction')
+
+/**
+ * `serialization_failure`, `deadlock_detected`, and `lock_not_available`.
+ * Postgres raises all three only after aborting the transaction, so the work is
+ * fully rolled back and a fresh attempt is a retry rather than a duplicate.
+ *
+ * `55P03` is what a caller's own `lock_timeout` produces: it means a competing
+ * transaction still held the row, which is the case most likely to succeed on a
+ * second attempt. Excluding it would make bounding the wait strictly worse than
+ * not bounding it — the request would fail instead of waiting.
+ */
+const RETRYABLE_TRANSACTION_CODES = new Set(['40001', '40P01', '55P03'])
+
+const DEFAULT_ATTEMPTS = 3
+
+export function isRetryableTransactionError(error: unknown): boolean {
+  const code = getPostgresErrorCode(error)
+  return code !== undefined && RETRYABLE_TRANSACTION_CODES.has(code)
+}
+
+/**
+ * Runs `fn` in a transaction, retrying when Postgres aborts it for contention —
+ * a deadlock, a serialization failure, or a lock timeout.
+ *
+ * All three are the database asking the loser to try again, and none leaves
+ * partial work behind, so without a retry they surface as a generic 500 for a
+ * condition that would have succeeded on a second attempt. Any other error,
+ * including the typed domain errors a caller throws to force a rollback,
+ * propagates on the first occurrence.
+ *
+ * Each attempt is its own transaction, so the pooled connection is released
+ * between them — pairing a short `lock_timeout` with a retry holds a connection
+ * for far less time than a single unbounded wait would.
+ *
+ * When the attempts are exhausted the original Postgres error propagates;
+ * callers that answer HTTP should map it with {@link isRetryableTransactionError}
+ * rather than let it become a generic 500.
+ *
+ * `fn` must be free of side effects outside the transaction: it can run more
+ * than once, and only the committing attempt is durable.
+ */
+export async function withTransactionRetry<T>(
+  fn: (tx: DbOrTx) => Promise<T>,
+  options: { attempts?: number; label?: string } = {}
+): Promise<T> {
+  const attempts = options.attempts ?? DEFAULT_ATTEMPTS
+
+  for (let attempt = 1; ; attempt += 1) {
+    try {
+      return await db.transaction(fn)
+    } catch (error) {
+      if (attempt >= attempts || !isRetryableTransactionError(error)) throw error
+      logger.warn('Retrying transaction aborted by the database', {
+        label: options.label,
+        attempt,
+        code: getPostgresErrorCode(error),
+      })
+      await sleep(backoffWithJitter(attempt, null, { baseMs: 25, maxMs: 200 }))
+    }
+  }
+}
diff --git a/apps/sim/lib/workspaces/permissions/utils.test.ts b/apps/sim/lib/workspaces/permissions/utils.test.ts
index 5d1a0379c58..64d1aa2011d 100644
--- a/apps/sim/lib/workspaces/permissions/utils.test.ts
+++ b/apps/sim/lib/workspaces/permissions/utils.test.ts
@@ -196,6 +196,7 @@ describe('Permission Utils', () => {
           isExternal: false,
           joinedAt: '2026-04-22T00:00:00.000Z',
           roleSource: 'explicit',
+          isBilledAccount: false,
         },
       ])
     })
diff --git a/apps/sim/lib/workspaces/permissions/utils.ts b/apps/sim/lib/workspaces/permissions/utils.ts
index 8832e56641e..f890badd998 100644
--- a/apps/sim/lib/workspaces/permissions/utils.ts
+++ b/apps/sim/lib/workspaces/permissions/utils.ts
@@ -281,6 +281,11 @@ export interface WorkspaceMemberWithRole {
    * derived and cannot be changed through the member UI.
    */
   roleSource: MemberRoleSource
+  /**
+   * The account the workspace bills to. Its role is pinned to `admin` by the
+   * workspace-permissions route, so the member UI must not offer to change it.
+   */
+  isBilledAccount: boolean
 }
 
 export async function getUsersWithPermissions(
@@ -318,6 +323,7 @@ export async function getUsersWithPermissions(
       isExternal: !isOwner && row.userOrganizationId !== ws.organizationId,
       joinedAt: row.joinedAt.toISOString(),
       roleSource: isOwner ? 'owner' : 'explicit',
+      isBilledAccount: row.userId === ws.billedAccountUserId,
     })
   }
 
@@ -358,6 +364,7 @@ export async function getUsersWithPermissions(
           isExternal: false,
           joinedAt: row.joinedAt.toISOString(),
           roleSource: isOwner ? 'owner' : 'org-admin',
+          isBilledAccount: row.userId === ws.billedAccountUserId,
         })
       }
     }

From a76b92877118fee57b34066e1fb27243a4936bad Mon Sep 17 00:00:00 2001
From: Waleed <walif6@gmail.com>
Date: Sat, 1 Aug 2026 19:18:06 -0700
Subject: [PATCH 24/30] fix(security): bind copilot chat attachment keys to
 their owner (#6179)
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

* fix(security): bind copilot chat attachment keys to their owner

`POST /api/copilot/chat` accepted a client-supplied `fileAttachments[].key`
and passed it straight into `trackChatUpload`, which wrote it into the
`workspace_files` ownership binding with no permission check and no
key-ownership validation. That binding is what `verifyFileAccess` and the
Files feature resolve authorization from, so any workspace member —
including read-only — could hand in another member's key and have their
file re-parented to a private chat: removed from the Files listing, from
folders and from download-by-id, and destroyable through the chat-delete
FK cascade. The sibling register route already enforced these invariants;
the copilot path did not.

- `trackChatUpload` now rejects keys that do not address the target
  workspace, only re-links a chat-upload row the caller already owns
  (matched by row id, not by raw key), and only mints a new binding when
  the key has no prior record at all — including soft-deleted ones, which
  the partial active-key unique index would otherwise let it insert over.
- Minting a new binding verifies the object exists in storage, matching
  `registerUploadedWorkspaceFile`.
- `buildCopilotRequestPayload` gates attachment tracking on write/admin,
  the same grant the upload routes that issue these keys require.

* fix(security): make the chat-upload ownership check atomic with its write

The ownership lookup and the binding UPDATE were separate statements, and the
UPDATE matched on the captured row id alone. A concurrent `materialize_file`
sets `context='workspace'` and clears `chatId` on that same row, so the
tracking write still matched and dragged the saved file back into chat scope —
hiding it from every workspace-file listing and re-exposing it to the
chat-delete cascade, with materialize's storage-usage increment left stranded.

Re-assert every ownership predicate in the UPDATE so the statement is itself
the atomic check. The lookup now only decides UPDATE-vs-INSERT and is no
longer load-bearing for authorization, which also makes the existing
`updated.length === 0` fail-closed branch correct rather than dead.

* fix(uploads): tolerate transient storage probes and reject unowned keys with 403

Follow-ups from a backward-compatibility audit of the attachment-key hardening.

The existence probe is hygiene, not authorization — the key-format and
no-prior-record guards already carry that, and a binding to a nonexistent
object grants nothing readable. But `headObject` rethrows non-404 provider
errors, so a transient 5xx or throttle would drop a legitimate attachment.
Only a definitive not-found now rejects; a thrown error logs and proceeds on
the ownership guards. This path is reached solely by >50MB multipart uploads,
the one flow that persists no metadata row at upload time.

The stage route mapped an ownership rejection to a 500. It is a client error;
return 403 instead.

* fix(security): compare-and-swap the chat binding on chat uploads

Two overlapping chat requests could both observe the same claimable row with
`chat_id IS NULL` and both satisfy the update predicate, so the later write
silently moved the upload to its own chat — taking over the delete-cascade
lifecycle of a file the first chat had already bound.

Scope the update to `chat_id IS NULL OR chat_id = <target>` so the statement
is a compare-and-swap: the loser matches zero rows and fails closed. The
resolver applies the same rule so the update-vs-insert decision stays
coherent.

This also makes an upload bind to exactly one chat, matching the 409 the
sibling `local-files/stage` route already returns for the same case; verified
no client flow relinks a key across chats (drafts are per-chat, every retry
path replays under a pinned chat id, forking copies blobs to fresh keys).

* refactor(copilot): gate attachment tracking with the shared permission predicate

`permissionSatisfies` is the documented single source of truth for permission
comparisons and exists to replace hand-written `=== 'admin' || === 'write'`
ladders. `userPermission` is typed `string` for legacy reasons, so narrow it
with `isPermissionType` first — an unrecognized value fails the gate instead of
ranking below every level. Behavior is unchanged for all three levels.

Imported from the dependency-free `/predicates` subpath rather than
`/workspace`, which would pull `@sim/db` onto the chat request path.
---
 .../api/mothership/local-files/stage/route.ts |  12 +-
 apps/sim/lib/copilot/chat/payload.test.ts     |  61 +++-
 apps/sim/lib/copilot/chat/payload.ts          |  20 +-
 .../workspace/track-chat-upload.test.ts       | 288 +++++++++++++++++-
 .../workspace/workspace-file-manager.ts       | 158 ++++++++--
 5 files changed, 507 insertions(+), 32 deletions(-)

diff --git a/apps/sim/app/api/mothership/local-files/stage/route.ts b/apps/sim/app/api/mothership/local-files/stage/route.ts
index 84dbb7e403f..bf247ddd0f3 100644
--- a/apps/sim/app/api/mothership/local-files/stage/route.ts
+++ b/apps/sim/app/api/mothership/local-files/stage/route.ts
@@ -13,7 +13,10 @@ import {
 } from '@/lib/copilot/request/http'
 import { encodeVfsSegment } from '@/lib/copilot/vfs/path-utils'
 import { withRouteHandler } from '@/lib/core/utils/with-route-handler'
-import { trackChatUpload } from '@/lib/uploads/contexts/workspace/workspace-file-manager'
+import {
+  trackChatUpload,
+  WorkspaceFileKeyOwnershipError,
+} from '@/lib/uploads/contexts/workspace/workspace-file-manager'
 import { getUserEntityPermissions } from '@/lib/workspaces/permissions/utils'
 
 const logger = createLogger('StageLocalFileUploadAPI')
@@ -95,6 +98,13 @@ export const POST = withRouteHandler(async (request: NextRequest) => {
       uploadPath: `uploads/${encodeVfsSegment(displayName)}`,
     })
   } catch (error) {
+    if (error instanceof WorkspaceFileKeyOwnershipError) {
+      // The caller supplied a key they may not bind — a client error, not ours.
+      logger.warn('Rejected chat upload staging for an unowned storage key', {
+        error: error.message,
+      })
+      return NextResponse.json({ error: 'Storage key is not available' }, { status: 403 })
+    }
     logger.error('Failed to stage local file upload', error)
     return createInternalServerErrorResponse('Failed to stage local file upload')
   }
diff --git a/apps/sim/lib/copilot/chat/payload.test.ts b/apps/sim/lib/copilot/chat/payload.test.ts
index d0a23aa9706..b0f8609527e 100644
--- a/apps/sim/lib/copilot/chat/payload.test.ts
+++ b/apps/sim/lib/copilot/chat/payload.test.ts
@@ -4,10 +4,12 @@
 import { workflowsUtilsMock } from '@sim/testing'
 import { beforeEach, describe, expect, it, vi } from 'vitest'
 
-const { mockCreateUserToolSchema, mockGetHighestPrioritySubscription } = vi.hoisted(() => ({
-  mockCreateUserToolSchema: vi.fn(() => ({ type: 'object', properties: {} })),
-  mockGetHighestPrioritySubscription: vi.fn(),
-}))
+const { mockCreateUserToolSchema, mockGetHighestPrioritySubscription, mockTrackChatUpload } =
+  vi.hoisted(() => ({
+    mockCreateUserToolSchema: vi.fn(() => ({ type: 'object', properties: {} })),
+    mockGetHighestPrioritySubscription: vi.fn(),
+    mockTrackChatUpload: vi.fn(),
+  }))
 
 vi.mock('@/lib/billing/core/subscription', () => ({
   getHighestPrioritySubscription: mockGetHighestPrioritySubscription,
@@ -104,6 +106,10 @@ vi.mock('@/tools/params', () => ({
   createUserToolSchema: mockCreateUserToolSchema,
 }))
 
+vi.mock('@/lib/uploads/contexts/workspace/workspace-file-manager', () => ({
+  trackChatUpload: mockTrackChatUpload,
+}))
+
 import {
   buildCopilotRequestPayload,
   buildIntegrationToolSchemas,
@@ -209,6 +215,53 @@ describe('buildIntegrationToolSchemas', () => {
 describe('buildCopilotRequestPayload', () => {
   beforeEach(() => {
     vi.clearAllMocks()
+    mockTrackChatUpload.mockResolvedValue({ displayName: 'payroll.xlsx' })
+  })
+
+  describe('file attachment tracking', () => {
+    const attachmentParams = {
+      message: 'hi',
+      userId: 'mallory',
+      userMessageId: 'msg-1',
+      mode: 'agent',
+      model: 'claude-opus-4-8',
+      workspaceId: 'ws-1',
+      chatId: 'chat-1',
+      fileAttachments: [
+        { id: 'a1', key: 'workspace/ws-1/1731000000000-ab12cd34-payroll.xlsx', size: 1 },
+      ],
+    }
+
+    /**
+     * Tracking writes `workspace_files` rows. A read-only member reaching the
+     * chat endpoint must not gain that write through an attachment.
+     */
+    it.each(['read', undefined])('does not track attachments for permission %s', async (perm) => {
+      await buildCopilotRequestPayload(
+        { ...attachmentParams, userPermission: perm },
+        { selectedModel: 'claude-opus-4-8' }
+      )
+
+      expect(mockTrackChatUpload).not.toHaveBeenCalled()
+    })
+
+    it.each(['write', 'admin'])('tracks attachments for permission %s', async (perm) => {
+      await buildCopilotRequestPayload(
+        { ...attachmentParams, userPermission: perm },
+        { selectedModel: 'claude-opus-4-8' }
+      )
+
+      expect(mockTrackChatUpload).toHaveBeenCalledWith(
+        'ws-1',
+        'mallory',
+        'chat-1',
+        'workspace/ws-1/1731000000000-ab12cd34-payroll.xlsx',
+        expect.anything(),
+        expect.anything(),
+        1,
+        'msg-1'
+      )
+    })
   })
 
   it('passes workspaceContext through to the Go request payload', async () => {
diff --git a/apps/sim/lib/copilot/chat/payload.ts b/apps/sim/lib/copilot/chat/payload.ts
index cac3f97f28a..4ba3cf6c37e 100644
--- a/apps/sim/lib/copilot/chat/payload.ts
+++ b/apps/sim/lib/copilot/chat/payload.ts
@@ -1,5 +1,6 @@
 import type { BrowserKnownSession } from '@sim/browser-protocol'
 import { createLogger } from '@sim/logger'
+import { isPermissionType, permissionSatisfies } from '@sim/platform-authz/predicates'
 import { toError } from '@sim/utils/errors'
 import { LRUCache } from 'lru-cache'
 import { getHighestPrioritySubscription } from '@/lib/billing/core/subscription'
@@ -333,10 +334,25 @@ export async function buildCopilotRequestPayload(
   const effectiveMode = mode === 'agent' ? 'build' : mode
   const transportMode = effectiveMode === 'build' ? 'agent' : effectiveMode
 
-  // Track uploaded files in the DB and build context tags instead of base64 inlining
+  // Track uploaded files in the DB and build context tags instead of base64 inlining.
+  // Tracking writes `workspace_files` rows, so it needs the same write grant the
+  // upload routes that issue these keys already require — reaching the chat
+  // endpoint with `read` must not confer a file-write capability.
   const uploadContexts: Array<{ type: string; content: string; tag?: string; path?: string }> = []
+  // `userPermission` is typed `string` for legacy reasons, so narrow it before
+  // comparing — an unrecognized value must fail the gate, not rank below it.
+  const canWriteWorkspaceFiles =
+    isPermissionType(params.userPermission) && permissionSatisfies(params.userPermission, 'write')
   if (chatId && params.workspaceId && fileAttachments && fileAttachments.length > 0) {
-    for (const f of fileAttachments) {
+    if (!canWriteWorkspaceFiles) {
+      logger.warn('Dropping chat file attachments without workspace write access', {
+        chatId,
+        workspaceId: params.workspaceId,
+        attachmentCount: fileAttachments.length,
+      })
+    }
+    const trackableAttachments = canWriteWorkspaceFiles ? fileAttachments : []
+    for (const f of trackableAttachments) {
       const filename = (f.filename ?? f.name ?? 'file') as string
       const mediaType = (f.media_type ?? f.mimeType ?? 'application/octet-stream') as string
       try {
diff --git a/apps/sim/lib/uploads/contexts/workspace/track-chat-upload.test.ts b/apps/sim/lib/uploads/contexts/workspace/track-chat-upload.test.ts
index ca103139be3..d1c84d65fd2 100644
--- a/apps/sim/lib/uploads/contexts/workspace/track-chat-upload.test.ts
+++ b/apps/sim/lib/uploads/contexts/workspace/track-chat-upload.test.ts
@@ -2,7 +2,7 @@
  * @vitest-environment node
  */
 
-import { dbChainMockFns, resetDbChainMock } from '@sim/testing'
+import { dbChainMockFns, queueTableRows, resetDbChainMock, schemaMock } from '@sim/testing'
 import { beforeEach, describe, expect, it, vi } from 'vitest'
 
 const {
@@ -10,11 +10,15 @@ const {
   mockDecrementStorageUsageForBillingContext,
   mockIncrementStorageUsageForBillingContext,
   mockResolveStorageBillingContext,
+  mockHasCloudStorage,
+  mockHeadObject,
 } = vi.hoisted(() => ({
   mockCheckStorageQuotaForBillingContext: vi.fn(),
   mockDecrementStorageUsageForBillingContext: vi.fn(),
   mockIncrementStorageUsageForBillingContext: vi.fn(),
   mockResolveStorageBillingContext: vi.fn(),
+  mockHasCloudStorage: vi.fn(),
+  mockHeadObject: vi.fn(),
 }))
 
 vi.mock('@/lib/billing/storage', () => ({
@@ -24,12 +28,40 @@ vi.mock('@/lib/billing/storage', () => ({
   resolveStorageBillingContext: mockResolveStorageBillingContext,
 }))
 
+vi.mock('@/lib/uploads/core/storage-service', () => ({
+  deleteFile: vi.fn(),
+  downloadFile: vi.fn(),
+  hasCloudStorage: mockHasCloudStorage,
+  headObject: mockHeadObject,
+  uploadFile: vi.fn(),
+}))
+
 import { CHAT_DISPLAY_NAME_INDEX, suffixedName, trackChatUpload } from './workspace-file-manager'
 
 const CHAT_ID = '11111111-1111-1111-1111-111111111111'
-const WORKSPACE_ID = 'ws_1'
+const WORKSPACE_ID = '22222222-2222-2222-2222-222222222222'
+const OTHER_WORKSPACE_ID = '33333333-3333-3333-3333-333333333333'
 const USER_ID = 'user_1'
-const S3_KEY = 'mothership/abc/123-image.png'
+const OTHER_USER_ID = 'user_2'
+const S3_KEY = `workspace/${WORKSPACE_ID}/1731000000000-ab12cd34-image.png`
+
+/** Row shape `resolveClaimableChatUploadRow` selects, with claimable defaults. */
+function existingRow(overrides: Record<string, unknown> = {}) {
+  return {
+    id: 'wf_existing',
+    userId: USER_ID,
+    workspaceId: WORKSPACE_ID,
+    context: 'mothership',
+    chatId: null,
+    deletedAt: null,
+    ...overrides,
+  }
+}
+
+/** Queue the key-ownership lookup that runs before every bind. */
+function queueOwnershipLookup(rows: unknown[]): void {
+  queueTableRows(schemaMock.workspaceFiles, rows)
+}
 
 function expectNoWorkspaceStorageAccounting(): void {
   expect(mockCheckStorageQuotaForBillingContext).not.toHaveBeenCalled()
@@ -69,9 +101,12 @@ describe('trackChatUpload', () => {
   beforeEach(() => {
     vi.clearAllMocks()
     resetDbChainMock()
+    mockHasCloudStorage.mockReturnValue(true)
+    mockHeadObject.mockResolvedValue({ size: 1024 })
   })
 
   it('finalizes an existing direct upload without workspace storage accounting', async () => {
+    queueOwnershipLookup([existingRow()])
     dbChainMockFns.returning.mockResolvedValueOnce([{ id: 'wf_existing' }])
 
     const result = await trackChatUpload(
@@ -96,7 +131,7 @@ describe('trackChatUpload', () => {
   })
 
   it('finalizes a presigned upload without workspace storage accounting', async () => {
-    dbChainMockFns.returning.mockResolvedValueOnce([])
+    queueOwnershipLookup([])
 
     const result = await trackChatUpload(
       WORKSPACE_ID,
@@ -122,6 +157,7 @@ describe('trackChatUpload', () => {
   })
 
   it('stamps message_id on the UPDATE arm when the birth message is known', async () => {
+    queueOwnershipLookup([existingRow()])
     dbChainMockFns.returning.mockResolvedValueOnce([{ id: 'wf_existing' }])
 
     await trackChatUpload(
@@ -141,7 +177,7 @@ describe('trackChatUpload', () => {
   })
 
   it('stamps message_id on the fallback INSERT arm and nulls it when omitted', async () => {
-    dbChainMockFns.returning.mockResolvedValueOnce([])
+    queueOwnershipLookup([])
 
     await trackChatUpload(
       WORKSPACE_ID,
@@ -159,6 +195,7 @@ describe('trackChatUpload', () => {
     )
 
     // Legacy callers without a message id write an explicit NULL ("birth unknown").
+    queueOwnershipLookup([existingRow()])
     dbChainMockFns.returning.mockResolvedValueOnce([{ id: 'wf_existing' }])
     await trackChatUpload(WORKSPACE_ID, USER_ID, CHAT_ID, S3_KEY, 'image.png', 'image/png', 1024)
     expect(dbChainMockFns.set).toHaveBeenLastCalledWith(
@@ -173,9 +210,8 @@ describe('trackChatUpload', () => {
       constraint_name: CHAT_DISPLAY_NAME_INDEX,
     })
 
-    dbChainMockFns.returning.mockResolvedValueOnce([])
+    queueOwnershipLookup([])
     dbChainMockFns.values.mockRejectedValueOnce(displayNameCollision)
-    dbChainMockFns.returning.mockResolvedValueOnce([])
     dbChainMockFns.values.mockResolvedValueOnce(undefined)
 
     const result = await trackChatUpload(
@@ -204,7 +240,7 @@ describe('trackChatUpload', () => {
       constraint_name: 'workspace_files_key_active_unique',
     })
 
-    dbChainMockFns.returning.mockResolvedValueOnce([])
+    queueOwnershipLookup([])
     dbChainMockFns.values.mockRejectedValueOnce(keyCollision)
 
     await expect(
@@ -216,6 +252,7 @@ describe('trackChatUpload', () => {
   })
 
   it('rethrows metadata errors without workspace storage accounting', async () => {
+    queueOwnershipLookup([existingRow()])
     dbChainMockFns.returning.mockRejectedValueOnce(new Error('connection lost'))
 
     await expect(
@@ -224,4 +261,239 @@ describe('trackChatUpload', () => {
 
     expectNoWorkspaceStorageAccounting()
   })
+
+  describe('storage key ownership', () => {
+    /**
+     * A caller-supplied key that resolves to a different workspace must never
+     * reach the binding write — that is cross-tenant key smuggling.
+     */
+    it('rejects a key addressed to another workspace', async () => {
+      const foreignKey = `workspace/${OTHER_WORKSPACE_ID}/1731000000000-ab12cd34-image.png`
+
+      await expect(
+        trackChatUpload(WORKSPACE_ID, USER_ID, CHAT_ID, foreignKey, 'image.png', 'image/png', 1024)
+      ).rejects.toThrow('not available for a chat attachment')
+
+      expect(dbChainMockFns.set).not.toHaveBeenCalled()
+      expect(dbChainMockFns.values).not.toHaveBeenCalled()
+    })
+
+    it('rejects a key with no workspace prefix at all', async () => {
+      await expect(
+        trackChatUpload(
+          WORKSPACE_ID,
+          USER_ID,
+          CHAT_ID,
+          'mothership/abc/123-image.png',
+          'image.png',
+          'image/png',
+          1024
+        )
+      ).rejects.toThrow('not available for a chat attachment')
+
+      expect(dbChainMockFns.set).not.toHaveBeenCalled()
+      expect(dbChainMockFns.values).not.toHaveBeenCalled()
+    })
+
+    /**
+     * The reported attack: a member hands in another member's workspace-file key
+     * and the UPDATE re-parents that row to the caller's chat, hiding it from the
+     * workspace Files listing and exposing it to the chat-delete FK cascade.
+     */
+    it("refuses to re-parent another member's workspace file", async () => {
+      queueOwnershipLookup([
+        existingRow({ id: 'wf_victim', userId: OTHER_USER_ID, context: 'workspace' }),
+      ])
+
+      await expect(
+        trackChatUpload(WORKSPACE_ID, USER_ID, CHAT_ID, S3_KEY, 'image.png', 'image/png', 1024)
+      ).rejects.toThrow('not available for a chat attachment')
+
+      expect(dbChainMockFns.set).not.toHaveBeenCalled()
+      expect(dbChainMockFns.values).not.toHaveBeenCalled()
+    })
+
+    it("refuses to re-parent another member's chat upload", async () => {
+      queueOwnershipLookup([existingRow({ id: 'wf_victim', userId: OTHER_USER_ID })])
+
+      await expect(
+        trackChatUpload(WORKSPACE_ID, USER_ID, CHAT_ID, S3_KEY, 'image.png', 'image/png', 1024)
+      ).rejects.toThrow('not available for a chat attachment')
+
+      expect(dbChainMockFns.set).not.toHaveBeenCalled()
+      expect(dbChainMockFns.values).not.toHaveBeenCalled()
+    })
+
+    /** The caller's own workspace file is still a Files-tab file, not a chat upload. */
+    it("refuses to convert the caller's own workspace file into a chat upload", async () => {
+      queueOwnershipLookup([existingRow({ context: 'workspace' })])
+
+      await expect(
+        trackChatUpload(WORKSPACE_ID, USER_ID, CHAT_ID, S3_KEY, 'image.png', 'image/png', 1024)
+      ).rejects.toThrow('not available for a chat attachment')
+
+      expect(dbChainMockFns.set).not.toHaveBeenCalled()
+      expect(dbChainMockFns.values).not.toHaveBeenCalled()
+    })
+
+    /**
+     * The active-key unique index is partial on `deleted_at IS NULL`, so an
+     * INSERT over an archived row would succeed and mint a binding granting read
+     * access to the archived file's bytes.
+     */
+    it('refuses to mint a binding over a soft-deleted record for the same key', async () => {
+      queueOwnershipLookup([
+        existingRow({ id: 'wf_archived', deletedAt: new Date('2026-01-01T00:00:00Z') }),
+      ])
+
+      await expect(
+        trackChatUpload(WORKSPACE_ID, USER_ID, CHAT_ID, S3_KEY, 'image.png', 'image/png', 1024)
+      ).rejects.toThrow('not available for a chat attachment')
+
+      expect(dbChainMockFns.values).not.toHaveBeenCalled()
+    })
+
+    it('scopes the UPDATE to the caller-owned row id rather than the raw key', async () => {
+      queueOwnershipLookup([existingRow({ id: 'wf_mine' })])
+      dbChainMockFns.returning.mockResolvedValueOnce([{ id: 'wf_mine' }])
+
+      await trackChatUpload(WORKSPACE_ID, USER_ID, CHAT_ID, S3_KEY, 'image.png', 'image/png', 1024)
+
+      expect(dbChainMockFns.where).toHaveBeenCalled()
+      expect(dbChainMockFns.set).toHaveBeenCalledWith(
+        expect.objectContaining({ chatId: CHAT_ID, context: 'mothership' })
+      )
+    })
+
+    /** The row vanished between the ownership check and the write — fail closed. */
+    it('fails closed when the owned row disappears before the update lands', async () => {
+      queueOwnershipLookup([existingRow({ id: 'wf_mine' })])
+      dbChainMockFns.returning.mockResolvedValueOnce([])
+
+      await expect(
+        trackChatUpload(WORKSPACE_ID, USER_ID, CHAT_ID, S3_KEY, 'image.png', 'image/png', 1024)
+      ).rejects.toThrow('not available for a chat attachment')
+
+      expect(dbChainMockFns.values).not.toHaveBeenCalled()
+    })
+
+    /**
+     * The ownership lookup and the write are separate statements, so a
+     * concurrent `materialize_file` can flip the row to context='workspace'
+     * in between. The UPDATE must re-assert every ownership predicate rather
+     * than matching on the captured row id alone, or it would drag a saved
+     * workspace file back into chat scope.
+     */
+    it('re-asserts every ownership predicate in the update, not just the row id', async () => {
+      queueOwnershipLookup([existingRow({ id: 'wf_mine' })])
+      dbChainMockFns.returning.mockResolvedValueOnce([{ id: 'wf_mine' }])
+
+      await trackChatUpload(WORKSPACE_ID, USER_ID, CHAT_ID, S3_KEY, 'image.png', 'image/png', 1024)
+
+      expect(dbChainMockFns.where.mock.calls.at(-1)?.[0]).toEqual({
+        type: 'and',
+        conditions: [
+          { type: 'eq', left: 'id', right: 'wf_mine' },
+          { type: 'eq', left: 'userId', right: USER_ID },
+          { type: 'eq', left: 'workspaceId', right: WORKSPACE_ID },
+          { type: 'eq', left: 'context', right: 'mothership' },
+          { type: 'isNull', column: 'deletedAt' },
+          {
+            type: 'or',
+            conditions: [
+              { type: 'isNull', column: 'chatId' },
+              { type: 'eq', left: 'chatId', right: CHAT_ID },
+            ],
+          },
+        ],
+      })
+    })
+
+    /**
+     * An upload binds to exactly one chat. Matches the 409 the sibling
+     * `local-files/stage` route already returns for this case.
+     */
+    it('refuses to relink an upload already bound to a different chat', async () => {
+      queueOwnershipLookup([existingRow({ chatId: 'other-chat-id' })])
+
+      await expect(
+        trackChatUpload(WORKSPACE_ID, USER_ID, CHAT_ID, S3_KEY, 'image.png', 'image/png', 1024)
+      ).rejects.toThrow('not available for a chat attachment')
+
+      expect(dbChainMockFns.set).not.toHaveBeenCalled()
+      expect(dbChainMockFns.values).not.toHaveBeenCalled()
+    })
+
+    it('still re-links an upload already bound to this same chat', async () => {
+      queueOwnershipLookup([existingRow({ chatId: CHAT_ID })])
+      dbChainMockFns.returning.mockResolvedValueOnce([{ id: 'wf_existing' }])
+
+      const result = await trackChatUpload(
+        WORKSPACE_ID,
+        USER_ID,
+        CHAT_ID,
+        S3_KEY,
+        'image.png',
+        'image/png',
+        1024
+      )
+
+      expect(result).toEqual({ displayName: 'image.png' })
+    })
+
+    it('requires the object to exist in storage before minting a new binding', async () => {
+      queueOwnershipLookup([])
+      mockHeadObject.mockResolvedValueOnce(null)
+
+      await expect(
+        trackChatUpload(WORKSPACE_ID, USER_ID, CHAT_ID, S3_KEY, 'image.png', 'image/png', 1024)
+      ).rejects.toThrow('not available for a chat attachment')
+
+      expect(dbChainMockFns.values).not.toHaveBeenCalled()
+    })
+
+    /**
+     * The probe is hygiene, not authorization — a provider 5xx must not drop a
+     * legitimate >50MB multipart upload, which is the only path that reaches it.
+     * Only a definitive not-found (`null`) rejects.
+     */
+    it('proceeds when the storage existence probe throws a transient error', async () => {
+      queueOwnershipLookup([])
+      mockHeadObject.mockRejectedValueOnce(new Error('503 SlowDown'))
+
+      const result = await trackChatUpload(
+        WORKSPACE_ID,
+        USER_ID,
+        CHAT_ID,
+        S3_KEY,
+        'image.png',
+        'image/png',
+        1024
+      )
+
+      expect(result).toEqual({ displayName: 'image.png' })
+      expect(dbChainMockFns.values).toHaveBeenCalledWith(
+        expect.objectContaining({ key: S3_KEY, context: 'mothership' })
+      )
+    })
+
+    /** Local-storage deployments have no headObject to consult; ownership still gates. */
+    it('skips the storage existence probe when cloud storage is not configured', async () => {
+      mockHasCloudStorage.mockReturnValue(false)
+      queueOwnershipLookup([])
+
+      const result = await trackChatUpload(
+        WORKSPACE_ID,
+        USER_ID,
+        CHAT_ID,
+        S3_KEY,
+        'image.png',
+        'image/png',
+        1024
+      )
+
+      expect(result).toEqual({ displayName: 'image.png' })
+      expect(mockHeadObject).not.toHaveBeenCalled()
+    })
+  })
 })
diff --git a/apps/sim/lib/uploads/contexts/workspace/workspace-file-manager.ts b/apps/sim/lib/uploads/contexts/workspace/workspace-file-manager.ts
index c0dbbbecce9..a40d1f64634 100644
--- a/apps/sim/lib/uploads/contexts/workspace/workspace-file-manager.ts
+++ b/apps/sim/lib/uploads/contexts/workspace/workspace-file-manager.ts
@@ -9,7 +9,7 @@ import { workspaceFiles } from '@sim/db/schema'
 import { createLogger } from '@sim/logger'
 import { getErrorMessage, getPostgresConstraintName, getPostgresErrorCode } from '@sim/utils/errors'
 import { generateShortId } from '@sim/utils/id'
-import { and, eq, isNotNull, isNull, sql } from 'drizzle-orm'
+import { and, eq, isNotNull, isNull, or, sql } from 'drizzle-orm'
 import type { ShareRecord } from '@/lib/api/contracts/public-shares'
 import {
   decrementStorageUsageForBillingContextInTx,
@@ -590,12 +590,91 @@ const MAX_CHAT_DISPLAY_NAME_RETRIES = 1000
 /** Postgres constraint name for the partial unique index on `(chat_id, display_name)`. */
 export const CHAT_DISPLAY_NAME_INDEX = 'workspace_files_chat_display_name_unique'
 
+/**
+ * Raised when a caller-supplied storage key may not be bound to a chat upload —
+ * it addresses another workspace, or it already has a `workspace_files` record
+ * the caller does not own as an active chat upload.
+ */
+export class WorkspaceFileKeyOwnershipError extends Error {
+  readonly code = 'KEY_NOT_OWNED' as const
+  constructor(key: string) {
+    super(`Storage key is not available for a chat attachment: ${key}`)
+  }
+}
+
+type ClaimableChatUploadRow = { kind: 'update'; id: string } | { kind: 'insert' }
+
+/**
+ * Decide how `trackChatUpload` may bind `s3Key`, or reject the key outright.
+ *
+ * Only two outcomes are safe. Either the caller already owns an active
+ * chat-upload row for the key (re-linking their own upload to a chat), or the
+ * key has no `workspace_files` record whatsoever and a fresh binding can be
+ * minted. Anything else — another member's row, a `context='workspace'` file,
+ * or a soft-deleted record whose object is still readable through the binding —
+ * belongs to somebody else's file and must not be touched.
+ *
+ * Soft-deleted rows count: the active-key unique index is partial on
+ * `deleted_at IS NULL`, so inserting over an archived row would succeed and
+ * hand the caller read access to the archived file's bytes.
+ *
+ * An upload also binds to exactly one chat: a row already linked to a different
+ * chat is not claimable, matching the 409 the sibling `local-files/stage` route
+ * returns for the same case. Re-sending the key within its own chat still works.
+ */
+async function resolveClaimableChatUploadRow(
+  workspaceId: string,
+  userId: string,
+  chatId: string,
+  s3Key: string
+): Promise<ClaimableChatUploadRow> {
+  const rows = await db
+    .select({
+      id: workspaceFiles.id,
+      userId: workspaceFiles.userId,
+      workspaceId: workspaceFiles.workspaceId,
+      context: workspaceFiles.context,
+      chatId: workspaceFiles.chatId,
+      deletedAt: workspaceFiles.deletedAt,
+    })
+    .from(workspaceFiles)
+    .where(eq(workspaceFiles.key, s3Key))
+
+  if (rows.length === 0) {
+    return { kind: 'insert' }
+  }
+
+  const owned = rows.find(
+    (row) =>
+      row.userId === userId &&
+      row.workspaceId === workspaceId &&
+      row.context === 'mothership' &&
+      row.deletedAt === null &&
+      (row.chatId === null || row.chatId === chatId)
+  )
+
+  if (!owned) {
+    throw new WorkspaceFileKeyOwnershipError(s3Key)
+  }
+
+  return { kind: 'update', id: owned.id }
+}
+
 /**
  * Track a file that was already uploaded to workspace S3 as a chat-scoped upload.
  * Links the existing workspaceFiles metadata record (created by the storage service
  * during upload) to the chat by setting chatId and context='mothership'.
  * Falls back to inserting a new record if none exists for the key.
  *
+ * `s3Key` reaches this function from client-supplied request bodies, and
+ * `workspace_files.key` is the trusted binding every file authorization check
+ * resolves the owning workspace from. So the key is treated as untrusted here:
+ * it must address the target workspace, it may only re-link a chat-upload row
+ * the caller already owns, and minting a brand-new binding requires the key to
+ * have no prior record at all. Without those invariants a member could hand in
+ * another member's key and re-parent their file (hiding it from the workspace
+ * Files listing, or destroying it through the chat-delete FK cascade).
+ *
  * Allocates a collision-free `displayName` (the partial unique index on
  * (chat_id, display_name) WHERE context='mothership' enforces this) and returns it
  * so callers can surface the same name to the model in the VFS read hint.
@@ -610,27 +689,72 @@ export async function trackChatUpload(
   size: number,
   messageId?: string
 ): Promise<{ displayName: string }> {
+  if (parseWorkspaceFileKey(s3Key) !== workspaceId) {
+    throw new WorkspaceFileKeyOwnershipError(s3Key)
+  }
+
+  const claimable = await resolveClaimableChatUploadRow(workspaceId, userId, chatId, s3Key)
+
+  if (claimable.kind === 'insert' && hasCloudStorage()) {
+    // Hygiene only — the format and no-prior-record guards above already carry
+    // authorization, and a binding to a nonexistent object grants nothing
+    // readable. So reject only on a definitive not-found (`null`); a provider
+    // 5xx/throttle throws, and failing the attachment on that would drop a
+    // legitimate >50MB multipart upload (the sole path reaching this branch).
+    let head: Awaited<ReturnType<typeof headObject>> = null
+    try {
+      head = await headObject(s3Key, 'workspace')
+    } catch (error) {
+      logger.warn('Chat upload existence probe failed; proceeding on the ownership guards', {
+        key: s3Key,
+        error: getErrorMessage(error),
+      })
+      head = { size }
+    }
+    if (!head) {
+      throw new WorkspaceFileKeyOwnershipError(s3Key)
+    }
+  }
+
   for (let n = 1; n <= MAX_CHAT_DISPLAY_NAME_RETRIES; n++) {
     const candidate = suffixedName(fileName, n)
     try {
-      const updated = await db
-        .update(workspaceFiles)
-        .set({
-          chatId,
-          messageId: messageId ?? null,
-          context: 'mothership',
-          displayName: candidate,
-        })
-        .where(
-          and(
-            eq(workspaceFiles.key, s3Key),
-            eq(workspaceFiles.workspaceId, workspaceId),
-            isNull(workspaceFiles.deletedAt)
+      if (claimable.kind === 'update') {
+        const updated = await db
+          .update(workspaceFiles)
+          .set({
+            chatId,
+            messageId: messageId ?? null,
+            context: 'mothership',
+            displayName: candidate,
+          })
+          .where(
+            and(
+              eq(workspaceFiles.id, claimable.id),
+              eq(workspaceFiles.userId, userId),
+              eq(workspaceFiles.workspaceId, workspaceId),
+              eq(workspaceFiles.context, 'mothership'),
+              isNull(workspaceFiles.deletedAt),
+              // Compare-and-swap on the chat binding: an upload belongs to one
+              // chat. Two overlapping requests both observe `chat_id IS NULL`,
+              // but only the first satisfies this predicate — the loser matches
+              // zero rows and fails closed instead of stealing the binding and
+              // its delete-cascade lifecycle.
+              or(isNull(workspaceFiles.chatId), eq(workspaceFiles.chatId, chatId))
+            )
           )
-        )
-        .returning({ id: workspaceFiles.id })
+          .returning({ id: workspaceFiles.id })
+
+        if (updated.length === 0) {
+          // The ownership lookup is a separate statement, so re-assert every
+          // predicate here — this UPDATE is the atomic check. A concurrent
+          // `materialize_file` flips the same row to context='workspace' and
+          // clears chatId; matching on id alone would drag that saved file back
+          // into chat scope, hiding it from the Files listing and re-exposing it
+          // to the chat-delete cascade.
+          throw new WorkspaceFileKeyOwnershipError(s3Key)
+        }
 
-      if (updated.length > 0) {
         logger.info(
           `Linked existing file record to chat: ${fileName} (display: ${candidate}) for chat ${chatId}`
         )

From 797f781855f48ab02bb5df5ea186efc53a10642f Mon Sep 17 00:00:00 2001
From: Waleed <walif6@gmail.com>
Date: Sat, 1 Aug 2026 19:19:07 -0700
Subject: [PATCH 25/30] chore(deps): bump @opentelemetry/core to 2.8.0 for
 CVE-2026-54285 (#6182)

W3CBaggagePropagator.extract() had no size limits on inbound baggage headers. Bumps the OTel core packages to 2.8.0 and the exporter/sdk-node packages to 0.219.0, which pin core 2.8.0 so no vulnerable copy is nested under them.
---
 apps/sim/package.json |  18 ++--
 bun.lock              | 230 +++++++++---------------------------------
 2 files changed, 55 insertions(+), 193 deletions(-)

diff --git a/apps/sim/package.json b/apps/sim/package.json
index 8c80ad3436b..1f1bbb5e812 100644
--- a/apps/sim/package.json
+++ b/apps/sim/package.json
@@ -80,15 +80,15 @@
     "@modelcontextprotocol/sdk": "1.29.0",
     "@monaco-editor/react": "4.7.0",
     "@opentelemetry/api": "^1.9.0",
-    "@opentelemetry/core": "2.7.1",
-    "@opentelemetry/exporter-logs-otlp-http": "0.217.0",
-    "@opentelemetry/exporter-metrics-otlp-http": "0.217.0",
-    "@opentelemetry/exporter-trace-otlp-http": "0.217.0",
-    "@opentelemetry/resources": "2.7.1",
-    "@opentelemetry/sdk-metrics": "2.7.1",
-    "@opentelemetry/sdk-node": "0.217.0",
-    "@opentelemetry/sdk-trace-base": "2.7.1",
-    "@opentelemetry/sdk-trace-node": "2.7.1",
+    "@opentelemetry/core": "2.8.0",
+    "@opentelemetry/exporter-logs-otlp-http": "0.219.0",
+    "@opentelemetry/exporter-metrics-otlp-http": "0.219.0",
+    "@opentelemetry/exporter-trace-otlp-http": "0.219.0",
+    "@opentelemetry/resources": "2.8.0",
+    "@opentelemetry/sdk-metrics": "2.8.0",
+    "@opentelemetry/sdk-node": "0.219.0",
+    "@opentelemetry/sdk-trace-base": "2.8.0",
+    "@opentelemetry/sdk-trace-node": "2.8.0",
     "@opentelemetry/semantic-conventions": "^1.32.0",
     "@radix-ui/react-avatar": "1.1.10",
     "@radix-ui/react-checkbox": "^1.1.3",
diff --git a/bun.lock b/bun.lock
index 7670781748c..43993ccde48 100644
--- a/bun.lock
+++ b/bun.lock
@@ -187,15 +187,15 @@
         "@modelcontextprotocol/sdk": "1.29.0",
         "@monaco-editor/react": "4.7.0",
         "@opentelemetry/api": "^1.9.0",
-        "@opentelemetry/core": "2.7.1",
-        "@opentelemetry/exporter-logs-otlp-http": "0.217.0",
-        "@opentelemetry/exporter-metrics-otlp-http": "0.217.0",
-        "@opentelemetry/exporter-trace-otlp-http": "0.217.0",
-        "@opentelemetry/resources": "2.7.1",
-        "@opentelemetry/sdk-metrics": "2.7.1",
-        "@opentelemetry/sdk-node": "0.217.0",
-        "@opentelemetry/sdk-trace-base": "2.7.1",
-        "@opentelemetry/sdk-trace-node": "2.7.1",
+        "@opentelemetry/core": "2.8.0",
+        "@opentelemetry/exporter-logs-otlp-http": "0.219.0",
+        "@opentelemetry/exporter-metrics-otlp-http": "0.219.0",
+        "@opentelemetry/exporter-trace-otlp-http": "0.219.0",
+        "@opentelemetry/resources": "2.8.0",
+        "@opentelemetry/sdk-metrics": "2.8.0",
+        "@opentelemetry/sdk-node": "0.219.0",
+        "@opentelemetry/sdk-trace-base": "2.8.0",
+        "@opentelemetry/sdk-trace-node": "2.8.0",
         "@opentelemetry/semantic-conventions": "^1.32.0",
         "@radix-ui/react-avatar": "1.1.10",
         "@radix-ui/react-checkbox": "^1.1.3",
@@ -1420,39 +1420,39 @@
 
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+    "@opentelemetry/api-logs": ["@opentelemetry/api-logs@0.219.0", "", { "dependencies": { "@opentelemetry/api": "^1.3.0" } }, "sha512-FFx7YnaYJlIjqWW/AG/yAZ0L/NEY724PipXXXQLdtZPbLwBGbUMTGL1i/esI56TWfTUXxhLfpgrnWJCG8aUJyg=="],
 
-    "@opentelemetry/configuration": ["@opentelemetry/configuration@0.217.0", "", { "dependencies": { "@opentelemetry/core": "2.7.1", "yaml": "^2.0.0" }, "peerDependencies": { "@opentelemetry/api": "^1.9.0" } }, "sha512-xCtrYOhBqdy6ZOMfe0Oa73ZKF+2LMhoOv4L5vmwAHVvOXUg+V3fvKuEIr9ZyD0Ow+vxllEjWO6PV1wd0DOtyvw=="],
+    "@opentelemetry/configuration": ["@opentelemetry/configuration@0.219.0", "", { "dependencies": { "@opentelemetry/core": "2.8.0", "yaml": "^2.0.0" }, "peerDependencies": { "@opentelemetry/api": "^1.9.0" } }, "sha512-wXZUYv4ngu43nA4WEhuXNacm46LW+17LRM8nKyIhBzroRA24PBYjMnakwzR/w777nFUB5xlgsYTTeuXxumZM1Q=="],
 
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From 13772565a3d88ff45d8ef60e729ee74a069b2497 Mon Sep 17 00:00:00 2001
From: Justin Blumencranz <96924014+j15z@users.noreply.github.com>
Date: Sat, 1 Aug 2026 20:06:54 -0700
Subject: [PATCH 26/30] fix(chat): show deployment passwords to admins (#6177)
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

* fix(chat): show deployment passwords to admins

* fix(chat): reject whitespace-only passwords

* fix(chat): preserve password visibility on regenerate

* fix(chat): harden password reveal and close deployment lockout paths

Follow-ups from a security review of the password reveal endpoint. The
permission model itself was correct — the reveal is gated on workspace
admin via the canonical resolver, so derived org-admin access is honored.
These address secret handling and validation around it.

- Cap set-path passwords at the same 1024 chars the chat login accepts.
  Neither the input nor the schema bounded length, so a longer password
  saved fine and then failed the login POST on length before auth ran,
  locking every visitor out permanently.
- Discard the revealed password when the field is hidden. It previously
  stayed in state and in the input's DOM value with Copy still armed, so
  the field read as hidden while still handing out the plaintext.
- Evict the decrypted password from the mutation cache on unmount, and
  correct the TSDoc claiming it was never retained — it sat in the
  MutationCache for the default five minutes after the modal closed.
- Validate the password inside performChatDeploy, the writer both callers
  must use. The copilot deploy_chat tool bypasses the route contract and
  could still store a whitespace-only or over-long password, or create a
  password-protected chat with no password at all.
- Stop echoing raw decryption errors from the reveal endpoint.
- Only persist a new password when the chat ends up password-protected;
  PATCH { authType: 'email', password } used to re-arm the secret that the
  auth-type branch had just cleared.

Also replaces the hand-rolled copy state with useCopyToClipboard, which
fixes an unawaited clipboard write that surfaced as an unhandled rejection
and a "Copied" confirmation shown even when the write failed.

Co-Authored-By: Claude <noreply@anthropic.com>

* fix(chat): correct password-change confirmation gate and stale reveal error

Addresses both open Bugbot findings.

- shouldConfirmPasswordChange keyed on "a chat exists" rather than "a password
  exists", so switching a public chat to password protection for the first time
  asked the admin to confirm changing a password that was never set. It now
  takes the existing-password signal the component already computes.
- A failed reveal left "Failed to load the current password" on screen while the
  admin typed or generated a replacement, because the mutation only drops its
  error on the next attempt. Editing or regenerating now resets it.

Co-Authored-By: Claude <noreply@anthropic.com>

---------

Co-authored-by: Vikhyath Mondreti <vikhyath@simstudio.ai>
Co-authored-by: Claude <noreply@anthropic.com>
---
 .../chat/manage/[id]/password/route.test.ts   | 141 +++++++++++++
 .../api/chat/manage/[id]/password/route.ts    |  81 ++++++++
 .../app/api/chat/manage/[id]/route.test.ts    |  18 ++
 apps/sim/app/api/chat/manage/[id]/route.ts    |   8 +-
 .../deploy-modal/components/chat/chat.tsx     |  79 ++++++-
 .../components/chat/utils.test.ts             |  21 ++
 .../deploy-modal/components/chat/utils.ts     |  18 ++
 .../components/deploy-modal/deploy-modal.tsx  |   1 +
 .../ui/generated-password-input.test.tsx      | 192 ++++++++++++++++++
 .../ui/generated-password-input.tsx           |  89 ++++++--
 apps/sim/hooks/queries/chats.ts               |  28 +++
 .../lib/api/contracts/chats.password.test.ts  |  63 ++++++
 apps/sim/lib/api/contracts/chats.ts           |  48 ++++-
 .../orchestration/chat-deploy.test.ts         |  92 +++++++++
 .../workflows/orchestration/chat-deploy.ts    |  25 +++
 packages/audit/src/types.ts                   |   1 +
 packages/testing/src/mocks/audit.mock.ts      |   1 +
 scripts/check-api-validation-contracts.ts     |   4 +-
 18 files changed, 874 insertions(+), 36 deletions(-)
 create mode 100644 apps/sim/app/api/chat/manage/[id]/password/route.test.ts
 create mode 100644 apps/sim/app/api/chat/manage/[id]/password/route.ts
 create mode 100644 apps/sim/components/ui/generated-password-input.test.tsx
 create mode 100644 apps/sim/lib/api/contracts/chats.password.test.ts
 create mode 100644 apps/sim/lib/workflows/orchestration/chat-deploy.test.ts

diff --git a/apps/sim/app/api/chat/manage/[id]/password/route.test.ts b/apps/sim/app/api/chat/manage/[id]/password/route.test.ts
new file mode 100644
index 00000000000..e366fe5b73e
--- /dev/null
+++ b/apps/sim/app/api/chat/manage/[id]/password/route.test.ts
@@ -0,0 +1,141 @@
+/**
+ * @vitest-environment node
+ */
+import {
+  auditMock,
+  auditMockFns,
+  authMockFns,
+  encryptionMock,
+  encryptionMockFns,
+  workflowsApiUtilsMock,
+  workflowsApiUtilsMockFns,
+} from '@sim/testing'
+import { NextRequest } from 'next/server'
+import { beforeEach, describe, expect, it, vi } from 'vitest'
+
+const { mockCheckChatAccess } = vi.hoisted(() => ({
+  mockCheckChatAccess: vi.fn(),
+}))
+
+const mockCreateErrorResponse = workflowsApiUtilsMockFns.mockCreateErrorResponse
+const mockDecryptSecret = encryptionMockFns.mockDecryptSecret
+const mockRecordAudit = auditMockFns.mockRecordAudit
+
+vi.mock('@sim/audit', () => auditMock)
+vi.mock('@/app/api/workflows/utils', () => workflowsApiUtilsMock)
+vi.mock('@/lib/core/security/encryption', () => encryptionMock)
+vi.mock('@/app/api/chat/utils', () => ({
+  checkChatAccess: mockCheckChatAccess,
+}))
+
+import { GET } from '@/app/api/chat/manage/[id]/password/route'
+
+const passwordChat = {
+  id: 'chat-123',
+  workflowId: 'workflow-123',
+  identifier: 'test-chat',
+  title: 'Test Chat',
+  authType: 'password',
+  password: 'encrypted-password',
+}
+
+function makeRequest() {
+  return new NextRequest('http://localhost:3000/api/chat/manage/chat-123/password')
+}
+
+function callGet() {
+  return GET(makeRequest(), { params: Promise.resolve({ id: 'chat-123' }) })
+}
+
+describe('Chat Password Reveal API Route', () => {
+  beforeEach(() => {
+    vi.clearAllMocks()
+
+    authMockFns.mockGetSession.mockResolvedValue({
+      user: { id: 'user-id', name: 'Test User', email: 'user@example.com' },
+    })
+
+    mockCreateErrorResponse.mockImplementation((message, status = 500) => {
+      return new Response(JSON.stringify({ error: message }), {
+        status,
+        headers: { 'Content-Type': 'application/json' },
+      })
+    })
+
+    mockDecryptSecret.mockResolvedValue({ decrypted: 'super-secret' })
+    mockCheckChatAccess.mockResolvedValue({
+      hasAccess: true,
+      chat: passwordChat,
+      workspaceId: 'workspace-123',
+    })
+  })
+
+  it('should return 401 when user is not authenticated', async () => {
+    authMockFns.mockGetSession.mockResolvedValue(null)
+
+    const response = await callGet()
+
+    expect(response.status).toBe(401)
+    const data = await response.json()
+    expect(data.error).toBe('Unauthorized')
+    expect(mockDecryptSecret).not.toHaveBeenCalled()
+  })
+
+  it('should return 404 when chat not found or access denied', async () => {
+    mockCheckChatAccess.mockResolvedValue({ hasAccess: false })
+
+    const response = await callGet()
+
+    expect(response.status).toBe(404)
+    const data = await response.json()
+    expect(data.error).toBe('Chat not found or access denied')
+    expect(mockCheckChatAccess).toHaveBeenCalledWith('chat-123', 'user-id')
+    expect(mockDecryptSecret).not.toHaveBeenCalled()
+  })
+
+  it('should return 404 when the chat has no password set', async () => {
+    mockCheckChatAccess.mockResolvedValue({
+      hasAccess: true,
+      chat: { ...passwordChat, authType: 'public', password: null },
+      workspaceId: 'workspace-123',
+    })
+
+    const response = await callGet()
+
+    expect(response.status).toBe(404)
+    const data = await response.json()
+    expect(data.error).toBe('This chat does not have a password set')
+    expect(mockDecryptSecret).not.toHaveBeenCalled()
+  })
+
+  it('should return the decrypted password and record an audit event', async () => {
+    const response = await callGet()
+
+    expect(response.status).toBe(200)
+    const data = await response.json()
+    expect(data.password).toBe('super-secret')
+    expect(mockDecryptSecret).toHaveBeenCalledWith('encrypted-password')
+    expect(mockRecordAudit).toHaveBeenCalledWith(
+      expect.objectContaining({
+        workspaceId: 'workspace-123',
+        actorId: 'user-id',
+        action: 'chat.password_viewed',
+        resourceId: 'chat-123',
+      })
+    )
+    expect(response.headers.get('Cache-Control')).toBe('private, no-store')
+  })
+
+  it('should return 500 without echoing the decryption error', async () => {
+    mockDecryptSecret.mockRejectedValue(
+      new Error('Invalid encrypted value format. Expected "iv:encrypted:authTag"')
+    )
+
+    const response = await callGet()
+
+    expect(response.status).toBe(500)
+    const data = await response.json()
+    expect(data.error).toBe('Failed to reveal chat password')
+    expect(mockRecordAudit).not.toHaveBeenCalled()
+  })
+})
diff --git a/apps/sim/app/api/chat/manage/[id]/password/route.ts b/apps/sim/app/api/chat/manage/[id]/password/route.ts
new file mode 100644
index 00000000000..ddc88e9594e
--- /dev/null
+++ b/apps/sim/app/api/chat/manage/[id]/password/route.ts
@@ -0,0 +1,81 @@
+import { AuditAction, AuditResourceType, recordAudit } from '@sim/audit'
+import { createLogger } from '@sim/logger'
+import type { NextRequest } from 'next/server'
+import { NextResponse } from 'next/server'
+import { getChatPasswordContract } from '@/lib/api/contracts/chats'
+import { parseRequest } from '@/lib/api/server'
+import { getSession } from '@/lib/auth'
+import { decryptSecret } from '@/lib/core/security/encryption'
+import { withRouteHandler } from '@/lib/core/utils/with-route-handler'
+import { checkChatAccess } from '@/app/api/chat/utils'
+import { createErrorResponse } from '@/app/api/workflows/utils'
+
+export const dynamic = 'force-dynamic'
+
+const logger = createLogger('ChatPasswordAPI')
+const PRIVATE_NO_STORE = { 'Cache-Control': 'private, no-store' } as const
+
+/**
+ * GET endpoint that reveals a chat deployment's current password.
+ * Restricted to workspace admins (checkChatAccess requires admin permission
+ * on the workflow's workspace); each reveal is recorded in the audit log.
+ */
+export const GET = withRouteHandler(
+  async (request: NextRequest, context: { params: Promise<{ id: string }> }) => {
+    try {
+      const session = await getSession()
+
+      if (!session) {
+        return createErrorResponse('Unauthorized', 401)
+      }
+
+      const parsed = await parseRequest(getChatPasswordContract, request, context)
+      if (!parsed.success) return parsed.response
+
+      const { id: chatId } = parsed.data.params
+
+      const {
+        hasAccess,
+        chat: chatRecord,
+        workspaceId: chatWorkspaceId,
+      } = await checkChatAccess(chatId, session.user.id)
+
+      if (!hasAccess || !chatRecord) {
+        return createErrorResponse('Chat not found or access denied', 404)
+      }
+
+      if (chatRecord.authType !== 'password' || !chatRecord.password) {
+        return createErrorResponse('This chat does not have a password set', 404)
+      }
+
+      const { decrypted } = await decryptSecret(chatRecord.password)
+
+      recordAudit({
+        workspaceId: chatWorkspaceId || null,
+        actorId: session.user.id,
+        actorName: session.user.name,
+        actorEmail: session.user.email,
+        action: AuditAction.CHAT_PASSWORD_VIEWED,
+        resourceType: AuditResourceType.CHAT,
+        resourceId: chatId,
+        resourceName: chatRecord.title,
+        description: `Viewed the password for chat deployment "${chatRecord.title}"`,
+        metadata: {
+          identifier: chatRecord.identifier,
+          workflowId: chatRecord.workflowId,
+        },
+        request,
+      })
+
+      return NextResponse.json({ password: decrypted }, { headers: PRIVATE_NO_STORE })
+    } catch (error) {
+      logger.error('Error revealing chat password:', error)
+      /**
+       * Deliberately opaque: the only errors that reach here come from
+       * decryption, whose messages describe the stored ciphertext's shape.
+       * The logged error carries the detail for operators.
+       */
+      return createErrorResponse('Failed to reveal chat password', 500)
+    }
+  }
+)
diff --git a/apps/sim/app/api/chat/manage/[id]/route.test.ts b/apps/sim/app/api/chat/manage/[id]/route.test.ts
index 81ab09ae02e..04a68cb661d 100644
--- a/apps/sim/app/api/chat/manage/[id]/route.test.ts
+++ b/apps/sim/app/api/chat/manage/[id]/route.test.ts
@@ -429,6 +429,24 @@ describe('Chat Edit API Route', () => {
       expect(data.error).toBe('Password is required when using password protection')
     })
 
+    it('rejects a whitespace-only replacement password', async () => {
+      authMockFns.mockGetSession.mockResolvedValue({
+        user: { id: 'user-id' },
+      })
+
+      const req = new NextRequest('http://localhost:3000/api/chat/manage/chat-123', {
+        method: 'PATCH',
+        body: JSON.stringify({ authType: 'password', password: '   ' }),
+      })
+      const response = await PATCH(req, { params: Promise.resolve({ id: 'chat-123' }) })
+
+      expect(response.status).toBe(400)
+      const data = await response.json()
+      expect(data.error).toBe('Password cannot contain only whitespace')
+      expect(mockCheckChatAccess).not.toHaveBeenCalled()
+      expect(mockEncryptSecret).not.toHaveBeenCalled()
+    })
+
     it('should keep the existing password when updating a password-protected chat', async () => {
       authMockFns.mockGetSession.mockResolvedValue({
         user: { id: 'user-id' },
diff --git a/apps/sim/app/api/chat/manage/[id]/route.ts b/apps/sim/app/api/chat/manage/[id]/route.ts
index ec2a8ede3dc..af90c4fedeb 100644
--- a/apps/sim/app/api/chat/manage/[id]/route.ts
+++ b/apps/sim/app/api/chat/manage/[id]/route.ts
@@ -241,7 +241,13 @@ export const PATCH = withRouteHandler(
         }
       }
 
-      if (encryptedPassword) {
+      /**
+       * Only store a new password when the chat ends up password-protected.
+       * Applying it unconditionally re-armed the secret that the branch above
+       * just cleared, so `PATCH { authType: 'email', password }` persisted an
+       * encrypted password on an email-gated chat.
+       */
+      if (encryptedPassword && (authType ?? existingChat[0].authType) === 'password') {
         updateData.password = encryptedPassword
       }
 
diff --git a/apps/sim/app/workspace/[workspaceId]/w/[workflowId]/components/panel/components/deploy/components/deploy-modal/components/chat/chat.tsx b/apps/sim/app/workspace/[workspaceId]/w/[workflowId]/components/panel/components/deploy/components/deploy-modal/components/chat/chat.tsx
index f08467fe3e6..cf69b197258 100644
--- a/apps/sim/app/workspace/[workspaceId]/w/[workflowId]/components/panel/components/deploy/components/deploy-modal/components/chat/chat.tsx
+++ b/apps/sim/app/workspace/[workspaceId]/w/[workflowId]/components/panel/components/deploy/components/deploy-modal/components/chat/chat.tsx
@@ -31,6 +31,7 @@ import {
   type ChatFormData,
   useCreateChat,
   useDeleteChat,
+  useRevealChatPassword,
   useUpdateChat,
 } from '@/hooks/queries/chats'
 import type { ChatDetail } from '@/hooks/queries/deployments'
@@ -41,6 +42,8 @@ import {
   getPasswordPlaceholder,
   hasExistingPassword,
   isPasswordRequired,
+  isWhitespaceOnlyPassword,
+  shouldConfirmPasswordChange,
 } from './utils'
 
 const logger = createLogger('ChatDeploy')
@@ -57,6 +60,7 @@ interface ChatDeployProps {
   onRefetchChat: () => Promise<void>
   chatSubmitting: boolean
   setChatSubmitting: (submitting: boolean) => void
+  canRevealPassword: boolean
   onValidationChange?: (isValid: boolean) => void
   showDeleteConfirmation?: boolean
   setShowDeleteConfirmation?: (show: boolean) => void
@@ -97,6 +101,7 @@ export function ChatDeploy({
   onRefetchChat,
   chatSubmitting,
   setChatSubmitting,
+  canRevealPassword,
   onValidationChange,
   showDeleteConfirmation: externalShowDeleteConfirmation,
   setShowDeleteConfirmation: externalSetShowDeleteConfirmation,
@@ -106,6 +111,7 @@ export function ChatDeploy({
 }: ChatDeployProps) {
   const [imageUrl, setImageUrl] = useState<string | null>(null)
   const [internalShowDeleteConfirmation, setInternalShowDeleteConfirmation] = useState(false)
+  const [showPasswordChangeConfirmation, setShowPasswordChangeConfirmation] = useState(false)
 
   const showDeleteConfirmation =
     externalShowDeleteConfirmation !== undefined
@@ -153,6 +159,8 @@ export function ChatDeploy({
 
     if (isPasswordRequired(formData.authType, formData.password, existingPassword)) {
       newErrors.password = 'Password is required when using password protection'
+    } else if (formData.authType === 'password' && isWhitespaceOnlyPassword(formData.password)) {
+      newErrors.password = 'Password cannot contain only whitespace'
     }
 
     if (
@@ -175,6 +183,7 @@ export function ChatDeploy({
     Boolean(formData.title.trim()) &&
     formData.selectedOutputBlocks.length > 0 &&
     !isPasswordRequired(formData.authType, formData.password, existingPassword) &&
+    (formData.authType !== 'password' || !isWhitespaceOnlyPassword(formData.password)) &&
     ((formData.authType !== 'email' && formData.authType !== 'sso') || formData.emails.length > 0)
 
   useEffect(() => {
@@ -213,9 +222,7 @@ export function ChatDeploy({
     }
   }, [existingChat, isLoadingChat])
 
-  const handleSubmit = async (e?: React.FormEvent) => {
-    if (e) e.preventDefault()
-
+  const submitChat = async (passwordChangeConfirmed = false) => {
     if (chatSubmitting) return
 
     setChatSubmitting(true)
@@ -227,14 +234,20 @@ export function ChatDeploy({
     try {
       if (!validateForm()) {
         newTab?.close()
-        setChatSubmitting(false)
         return
       }
 
       if (!isIdentifierValid && formData.identifier !== existingChat?.identifier) {
         newTab?.close()
         setError('identifier', 'Please wait for identifier validation to complete')
-        setChatSubmitting(false)
+        return
+      }
+
+      if (
+        !passwordChangeConfirmed &&
+        shouldConfirmPasswordChange(existingPassword, formData.authType, formData.password)
+      ) {
+        setShowPasswordChangeConfirmation(true)
         return
       }
 
@@ -283,6 +296,11 @@ export function ChatDeploy({
     }
   }
 
+  const handleSubmit = async (event: React.FormEvent) => {
+    event.preventDefault()
+    await submitChat()
+  }
+
   const handleDelete = async () => {
     if (!existingChat || !existingChat.id) return
 
@@ -306,6 +324,11 @@ export function ChatDeploy({
     }
   }
 
+  const handleConfirmPasswordChange = async () => {
+    setShowPasswordChangeConfirmation(false)
+    await submitChat(true)
+  }
+
   if (isLoadingChat) {
     return <LoadingSkeleton />
   }
@@ -404,6 +427,8 @@ export function ChatDeploy({
 
           <AuthSelector
             key={`${existingChat?.id ?? 'new'}-${formInitCounter}`}
+            chatId={existingChat?.id ?? null}
+            canRevealPassword={canRevealPassword}
             authType={formData.authType}
             savedAuthType={existingChat?.authType as AuthType | undefined}
             password={formData.password}
@@ -445,6 +470,21 @@ export function ChatDeploy({
         </div>
       </form>
 
+      <ChipConfirmModal
+        open={showPasswordChangeConfirmation}
+        onOpenChange={setShowPasswordChangeConfirmation}
+        srTitle='Change deployment password'
+        title='Change deployment password?'
+        text='Are you sure you want to change the password for this deployment?'
+        confirm={{
+          label: 'Change Password and Redeploy',
+          onClick: handleConfirmPasswordChange,
+          variant: 'primary',
+          pending: chatSubmitting,
+          pendingLabel: 'Updating...',
+        }}
+      />
+
       <ChipConfirmModal
         open={showDeleteConfirmation}
         onOpenChange={setShowDeleteConfirmation}
@@ -617,6 +657,8 @@ function IdentifierInput({
 }
 
 interface AuthSelectorProps {
+  chatId: string | null
+  canRevealPassword: boolean
   authType: AuthType
   /** The persisted mode of an existing chat, kept selectable even if newly disallowed. */
   savedAuthType?: AuthType
@@ -638,6 +680,8 @@ const AUTH_LABELS: Record<AuthType, string> = {
 }
 
 function AuthSelector({
+  chatId,
+  canRevealPassword,
   authType,
   savedAuthType,
   password,
@@ -651,10 +695,21 @@ function AuthSelector({
 }: AuthSelectorProps) {
   const [emailError, setEmailError] = useState('')
   const [invalidEmailItems, setInvalidEmailItems] = useState<TagItem[]>([])
+  const revealPasswordMutation = useRevealChatPassword()
 
   const emailsRef = useRef(emails)
   const invalidEmailItemsRef = useRef(invalidEmailItems)
 
+  /**
+   * Editing or regenerating the password clears a failed reveal. The mutation
+   * only drops its error on the next attempt, so it would otherwise keep
+   * reporting a stale failure over a field the admin has already moved on from.
+   */
+  const handlePasswordChange = (value: string) => {
+    if (revealPasswordMutation.isError) revealPasswordMutation.reset()
+    onPasswordChange(value)
+  }
+
   useEffect(() => {
     emailsRef.current = emails
   }, [emails])
@@ -754,11 +809,21 @@ function AuthSelector({
           </Label>
           <GeneratedPasswordInput
             value={password}
-            onChange={onPasswordChange}
+            onChange={handlePasswordChange}
             disabled={disabled}
-            placeholder={getPasswordPlaceholder(hasExistingPassword)}
+            placeholder={hasExistingPassword ? '' : getPasswordPlaceholder(false)}
             required={!hasExistingPassword}
+            fetchCurrentPassword={
+              canRevealPassword && chatId && hasExistingPassword
+                ? () => revealPasswordMutation.mutateAsync({ chatId })
+                : undefined
+            }
           />
+          {canRevealPassword && revealPasswordMutation.isError && (
+            <p className='mt-[6.5px] text-[var(--text-error)] text-caption'>
+              Failed to load the current password
+            </p>
+          )}
           <p className='mt-[6.5px] text-[var(--text-secondary)] text-xs'>
             {getPasswordHelperText(hasExistingPassword)}
           </p>
diff --git a/apps/sim/app/workspace/[workspaceId]/w/[workflowId]/components/panel/components/deploy/components/deploy-modal/components/chat/utils.test.ts b/apps/sim/app/workspace/[workspaceId]/w/[workflowId]/components/panel/components/deploy/components/deploy-modal/components/chat/utils.test.ts
index ce35a849135..eaff01650c0 100644
--- a/apps/sim/app/workspace/[workspaceId]/w/[workflowId]/components/panel/components/deploy/components/deploy-modal/components/chat/utils.test.ts
+++ b/apps/sim/app/workspace/[workspaceId]/w/[workflowId]/components/panel/components/deploy/components/deploy-modal/components/chat/utils.test.ts
@@ -4,6 +4,8 @@ import {
   getPasswordPlaceholder,
   hasExistingPassword,
   isPasswordRequired,
+  isWhitespaceOnlyPassword,
+  shouldConfirmPasswordChange,
 } from './utils'
 
 describe.concurrent('chat password state', () => {
@@ -23,10 +25,29 @@ describe.concurrent('chat password state', () => {
     expect(isPasswordRequired('password', '', true)).toBe(false)
   })
 
+  it('identifies whitespace-only password values', () => {
+    expect(isWhitespaceOnlyPassword('   ')).toBe(true)
+    expect(isWhitespaceOnlyPassword('')).toBe(false)
+    expect(isWhitespaceOnlyPassword(' password ')).toBe(false)
+  })
+
   it('returns copy that matches the stored-password state', () => {
     expect(getPasswordPlaceholder(true)).toBe('Enter new password to change')
     expect(getPasswordHelperText(true)).toBe('Leave empty to keep the current password')
     expect(getPasswordPlaceholder(false)).toBe('Enter password')
     expect(getPasswordHelperText(false)).toBe('This password will be required to access your chat')
   })
+
+  it('confirms only when a stored password is actually being replaced', () => {
+    expect(shouldConfirmPasswordChange(true, 'password', 'new-password')).toBe(true)
+    expect(shouldConfirmPasswordChange(true, 'password', '')).toBe(false)
+    expect(shouldConfirmPasswordChange(true, 'password', '   ')).toBe(false)
+    expect(shouldConfirmPasswordChange(true, 'public', 'new-password')).toBe(false)
+  })
+
+  it('does not confirm when the deployment has no password to replace', () => {
+    expect(shouldConfirmPasswordChange(false, 'password', 'new-password')).toBe(false)
+    expect(hasExistingPassword({ authType: 'public', hasPassword: false })).toBe(false)
+    expect(hasExistingPassword({ authType: 'password', hasPassword: true })).toBe(true)
+  })
 })
diff --git a/apps/sim/app/workspace/[workspaceId]/w/[workflowId]/components/panel/components/deploy/components/deploy-modal/components/chat/utils.ts b/apps/sim/app/workspace/[workspaceId]/w/[workflowId]/components/panel/components/deploy/components/deploy-modal/components/chat/utils.ts
index bb1967aba9c..ee67d26baea 100644
--- a/apps/sim/app/workspace/[workspaceId]/w/[workflowId]/components/panel/components/deploy/components/deploy-modal/components/chat/utils.ts
+++ b/apps/sim/app/workspace/[workspaceId]/w/[workflowId]/components/panel/components/deploy/components/deploy-modal/components/chat/utils.ts
@@ -19,6 +19,24 @@ export function isPasswordRequired(
   return authType === 'password' && !existingPassword && !password.trim()
 }
 
+export function isWhitespaceOnlyPassword(password: string): boolean {
+  return password.length > 0 && password.trim().length === 0
+}
+
+/**
+ * Whether submitting should confirm before overwriting the stored password.
+ * Only a genuine replacement warrants the prompt — keying this on "a chat
+ * exists" asked an admin to confirm changing a password that was never set,
+ * e.g. when switching a public chat to password protection for the first time.
+ */
+export function shouldConfirmPasswordChange(
+  existingPassword: boolean,
+  authType: AuthType,
+  password: string
+): boolean {
+  return existingPassword && authType === 'password' && password.trim().length > 0
+}
+
 export function getPasswordPlaceholder(existingPassword: boolean): string {
   return existingPassword ? 'Enter new password to change' : 'Enter password'
 }
diff --git a/apps/sim/app/workspace/[workspaceId]/w/[workflowId]/components/panel/components/deploy/components/deploy-modal/deploy-modal.tsx b/apps/sim/app/workspace/[workspaceId]/w/[workflowId]/components/panel/components/deploy/components/deploy-modal/deploy-modal.tsx
index aa33d96cc92..d46e57a420c 100644
--- a/apps/sim/app/workspace/[workspaceId]/w/[workflowId]/components/panel/components/deploy/components/deploy-modal/deploy-modal.tsx
+++ b/apps/sim/app/workspace/[workspaceId]/w/[workflowId]/components/panel/components/deploy/components/deploy-modal/deploy-modal.tsx
@@ -576,6 +576,7 @@ export function DeployModal({
                   onRefetchChat={handleRefetchChat}
                   chatSubmitting={chatSubmitting}
                   setChatSubmitting={setChatSubmitting}
+                  canRevealPassword={userPermissions.canAdmin}
                   onValidationChange={setIsChatFormValid}
                   onDeploymentComplete={handleCloseModal}
                   onDeployed={handleChatDeployed}
diff --git a/apps/sim/components/ui/generated-password-input.test.tsx b/apps/sim/components/ui/generated-password-input.test.tsx
new file mode 100644
index 00000000000..e50ad2d4823
--- /dev/null
+++ b/apps/sim/components/ui/generated-password-input.test.tsx
@@ -0,0 +1,192 @@
+/**
+ * @vitest-environment jsdom
+ */
+import { act, type ButtonHTMLAttributes, type InputHTMLAttributes, type ReactNode } from 'react'
+import { createRoot, type Root } from 'react-dom/client'
+import { afterEach, beforeEach, describe, expect, it, vi } from 'vitest'
+import { GeneratedPasswordInput } from '@/components/ui/generated-password-input'
+
+const { mockCopy } = vi.hoisted(() => ({
+  mockCopy: vi.fn(async () => true),
+}))
+
+vi.mock('@sim/emcn', () => ({
+  Button: ({
+    children,
+    variant: _variant,
+    ...props
+  }: {
+    children?: ReactNode
+    variant?: string
+  } & ButtonHTMLAttributes<HTMLButtonElement>) => <button {...props}>{children}</button>,
+  ChipInput: ({
+    endAdornment,
+    error: _error,
+    ...props
+  }: {
+    endAdornment?: ReactNode
+    error?: boolean
+  } & InputHTMLAttributes<HTMLInputElement>) => (
+    <div>
+      <input data-testid='password-input' {...props} />
+      {endAdornment}
+    </div>
+  ),
+  Loader: () => <span data-testid='loader' />,
+  Tooltip: {
+    Root: ({ children }: { children?: ReactNode }) => children,
+    Trigger: ({ children }: { children?: ReactNode }) => children,
+    Content: () => null,
+  },
+  useCopyToClipboard: () => ({ copied: false, copy: mockCopy }),
+}))
+
+let container: HTMLDivElement
+let root: Root
+
+interface RenderInputOptions {
+  fetchCurrentPassword?: () => Promise<string>
+  onChange?: (value: string) => void
+  showGenerate?: boolean
+  value?: string
+}
+
+function renderInput({
+  fetchCurrentPassword,
+  onChange = vi.fn(),
+  showGenerate = false,
+  value = '',
+}: RenderInputOptions = {}) {
+  act(() => {
+    root.render(
+      <GeneratedPasswordInput
+        value={value}
+        onChange={onChange}
+        showGenerate={showGenerate}
+        fetchCurrentPassword={fetchCurrentPassword}
+      />
+    )
+  })
+}
+
+function passwordInput(): HTMLInputElement {
+  const input = container.querySelector<HTMLInputElement>('[data-testid="password-input"]')
+  if (!input) throw new Error('Password input was not rendered')
+  return input
+}
+
+function passwordButton(label: string): HTMLButtonElement {
+  const button = container.querySelector<HTMLButtonElement>(`[aria-label="${label}"]`)
+  if (!button) throw new Error(`${label} button was not rendered`)
+  return button
+}
+
+describe('GeneratedPasswordInput', () => {
+  beforeEach(() => {
+    ;(globalThis as { IS_REACT_ACT_ENVIRONMENT?: boolean }).IS_REACT_ACT_ENVIRONMENT = true
+    container = document.createElement('div')
+    document.body.appendChild(container)
+    root = createRoot(container)
+  })
+
+  afterEach(() => {
+    act(() => root.unmount())
+    container.remove()
+    vi.clearAllMocks()
+  })
+
+  it('shows a masked placeholder without fetching the saved password', () => {
+    const fetchCurrentPassword = vi.fn().mockResolvedValue('saved-secret')
+
+    renderInput({ fetchCurrentPassword })
+
+    expect(fetchCurrentPassword).not.toHaveBeenCalled()
+    expect(passwordInput()).toHaveAttribute('type', 'password')
+    expect(passwordInput()).toHaveValue('')
+    expect(passwordInput()).toHaveAttribute('placeholder', '••••••••')
+  })
+
+  it('fetches the saved password on reveal', async () => {
+    const fetchCurrentPassword = vi.fn().mockResolvedValue('saved-secret')
+
+    renderInput({ fetchCurrentPassword })
+    await act(async () => passwordButton('Show password').click())
+
+    expect(fetchCurrentPassword).toHaveBeenCalledOnce()
+    expect(passwordInput()).toHaveAttribute('type', 'text')
+    expect(passwordInput()).toHaveValue('saved-secret')
+  })
+
+  it('discards the saved password when hidden and re-fetches on the next reveal', async () => {
+    const fetchCurrentPassword = vi.fn().mockResolvedValue('saved-secret')
+
+    renderInput({ fetchCurrentPassword })
+    await act(async () => passwordButton('Show password').click())
+
+    act(() => passwordButton('Hide password').click())
+
+    expect(passwordInput()).toHaveAttribute('type', 'password')
+    expect(passwordInput()).toHaveValue('')
+    expect(passwordInput()).toHaveAttribute('placeholder', '••••••••')
+    expect(passwordButton('Copy password')).toBeDisabled()
+
+    await act(async () => passwordButton('Show password').click())
+
+    expect(fetchCurrentPassword).toHaveBeenCalledTimes(2)
+    expect(passwordInput()).toHaveValue('saved-secret')
+  })
+
+  it('keeps an edited value when hidden', async () => {
+    const fetchCurrentPassword = vi.fn().mockResolvedValue('saved-secret')
+    const onChange = vi.fn()
+
+    renderInput({ fetchCurrentPassword, onChange, value: 'typed-secret' })
+    await act(async () => passwordButton('Show password').click())
+    act(() => passwordButton('Hide password').click())
+
+    expect(fetchCurrentPassword).not.toHaveBeenCalled()
+    expect(passwordInput()).toHaveValue('typed-secret')
+  })
+
+  it('stays masked when loading the saved password fails', async () => {
+    renderInput({ fetchCurrentPassword: vi.fn().mockRejectedValue(new Error('Failed')) })
+
+    await act(async () => passwordButton('Show password').click())
+
+    expect(passwordInput()).toHaveAttribute('type', 'password')
+    expect(passwordInput()).toHaveValue('')
+    expect(passwordInput()).toHaveAttribute('placeholder', '••••••••')
+  })
+
+  it('stays empty when no saved-password loader is provided', () => {
+    renderInput()
+
+    expect(passwordInput()).toHaveAttribute('type', 'password')
+    expect(passwordInput()).toHaveValue('')
+    expect(passwordInput()).not.toHaveAttribute('placeholder', '••••••••')
+  })
+
+  it('keeps a generated password hidden when the field is hidden', () => {
+    const fetchCurrentPassword = vi.fn().mockResolvedValue('saved-secret')
+    const onChange = vi.fn()
+    renderInput({ fetchCurrentPassword, onChange, showGenerate: true })
+
+    act(() => passwordButton('Generate password').click())
+
+    expect(fetchCurrentPassword).not.toHaveBeenCalled()
+    expect(passwordInput()).toHaveAttribute('type', 'password')
+    expect(onChange).toHaveBeenCalledWith(expect.stringMatching(/^.{24}$/))
+  })
+
+  it('keeps a generated password visible when the field is visible', async () => {
+    const fetchCurrentPassword = vi.fn().mockResolvedValue('saved-secret')
+    const onChange = vi.fn()
+    renderInput({ fetchCurrentPassword, onChange, showGenerate: true })
+
+    await act(async () => passwordButton('Show password').click())
+    act(() => passwordButton('Generate password').click())
+
+    expect(passwordInput()).toHaveAttribute('type', 'text')
+    expect(onChange).toHaveBeenCalledWith(expect.stringMatching(/^.{24}$/))
+  })
+})
diff --git a/apps/sim/components/ui/generated-password-input.tsx b/apps/sim/components/ui/generated-password-input.tsx
index 9993878d60d..b8211479969 100644
--- a/apps/sim/components/ui/generated-password-input.tsx
+++ b/apps/sim/components/ui/generated-password-input.tsx
@@ -1,10 +1,12 @@
 'use client'
 
-import { useEffect, useState } from 'react'
-import { Button, ChipInput, Tooltip } from '@sim/emcn'
+import { useState } from 'react'
+import { Button, ChipInput, Loader, Tooltip, useCopyToClipboard } from '@sim/emcn'
 import { Check, Clipboard, Eye, EyeOff, RefreshCw } from 'lucide-react'
 import { generatePassword } from '@/lib/core/security/encryption'
 
+const MASKED_PASSWORD = '••••••••'
+
 interface GeneratedPasswordInputProps {
   value: string
   onChange: (value: string) => void
@@ -15,6 +17,11 @@ interface GeneratedPasswordInputProps {
   required?: boolean
   autoComplete?: string
   error?: boolean
+  /**
+   * Resolves the currently saved password when the Show toggle is clicked.
+   * While hidden, an empty field displays a masked placeholder.
+   */
+  fetchCurrentPassword?: () => Promise<string>
 }
 
 /**
@@ -31,27 +38,59 @@ export function GeneratedPasswordInput({
   required = false,
   autoComplete = 'new-password',
   error = false,
+  fetchCurrentPassword,
 }: GeneratedPasswordInputProps) {
   const [showPassword, setShowPassword] = useState(false)
-  const [copySuccess, setCopySuccess] = useState(false)
+  const [currentPassword, setCurrentPassword] = useState<string | null>(null)
+  const [isFetchingCurrent, setIsFetchingCurrent] = useState(false)
+  const { copied, copy } = useCopyToClipboard()
+
+  const displayValue = currentPassword ?? value
+  const displayPlaceholder = fetchCurrentPassword && !displayValue ? MASKED_PASSWORD : placeholder
+
+  const handleChange = (nextValue: string) => {
+    setCurrentPassword(null)
+    onChange(nextValue)
+  }
 
-  useEffect(() => {
-    if (!copySuccess) return
-    const timer = setTimeout(() => setCopySuccess(false), 2000)
-    return () => clearTimeout(timer)
-  }, [copySuccess])
+  const handleGeneratePassword = () => {
+    handleChange(generatePassword(24))
+  }
+
+  const toggleShowPassword = async () => {
+    if (showPassword) {
+      setShowPassword(false)
+      /**
+       * Discard the fetched password instead of masking it. Keeping it would
+       * leave the plaintext in the input's DOM value and keep Copy armed while
+       * the field reads as hidden. A later reveal re-fetches, which also keeps
+       * the audit log at one entry per disclosure. An edited value lives in
+       * `value` and is deliberately untouched.
+       */
+      setCurrentPassword(null)
+      return
+    }
+
+    if (!displayValue && fetchCurrentPassword) {
+      setIsFetchingCurrent(true)
+      try {
+        setCurrentPassword(await fetchCurrentPassword())
+      } catch {
+        return
+      } finally {
+        setIsFetchingCurrent(false)
+      }
+    }
 
-  const copyToClipboard = () => {
-    navigator.clipboard.writeText(value)
-    setCopySuccess(true)
+    setShowPassword(true)
   }
 
   return (
     <ChipInput
       type={showPassword ? 'text' : 'password'}
-      placeholder={placeholder}
-      value={value}
-      onChange={(e) => onChange(e.target.value)}
+      placeholder={displayPlaceholder}
+      value={displayValue}
+      onChange={(e) => handleChange(e.target.value)}
       disabled={disabled}
       required={required}
       autoComplete={autoComplete}
@@ -64,7 +103,7 @@ export function GeneratedPasswordInput({
                 <Button
                   type='button'
                   variant='ghost'
-                  onClick={() => onChange(generatePassword(24))}
+                  onClick={handleGeneratePassword}
                   disabled={disabled}
                   aria-label='Generate password'
                   className='!p-1.5'
@@ -82,16 +121,16 @@ export function GeneratedPasswordInput({
               <Button
                 type='button'
                 variant='ghost'
-                onClick={copyToClipboard}
-                disabled={!value || disabled}
+                onClick={() => copy(displayValue)}
+                disabled={!displayValue || disabled}
                 aria-label='Copy password'
                 className='!p-1.5'
               >
-                {copySuccess ? <Check className='size-3' /> : <Clipboard className='size-3' />}
+                {copied ? <Check className='size-3' /> : <Clipboard className='size-3' />}
               </Button>
             </Tooltip.Trigger>
             <Tooltip.Content>
-              <span>{copySuccess ? 'Copied' : 'Copy'}</span>
+              <span>{copied ? 'Copied' : 'Copy'}</span>
             </Tooltip.Content>
           </Tooltip.Root>
           <Tooltip.Root>
@@ -99,12 +138,18 @@ export function GeneratedPasswordInput({
               <Button
                 type='button'
                 variant='ghost'
-                onClick={() => setShowPassword(!showPassword)}
-                disabled={disabled}
+                onClick={toggleShowPassword}
+                disabled={disabled || isFetchingCurrent}
                 aria-label={showPassword ? 'Hide password' : 'Show password'}
                 className='!p-1.5'
               >
-                {showPassword ? <EyeOff className='size-3' /> : <Eye className='size-3' />}
+                {isFetchingCurrent ? (
+                  <Loader className='size-3' animate />
+                ) : showPassword ? (
+                  <EyeOff className='size-3' />
+                ) : (
+                  <Eye className='size-3' />
+                )}
               </Button>
             </Tooltip.Trigger>
             <Tooltip.Content>
diff --git a/apps/sim/hooks/queries/chats.ts b/apps/sim/hooks/queries/chats.ts
index b0e4c37a4ab..ec69f65f270 100644
--- a/apps/sim/hooks/queries/chats.ts
+++ b/apps/sim/hooks/queries/chats.ts
@@ -11,6 +11,7 @@ import {
   type DeployedChatAuthBody,
   type DeployedChatConfig,
   deleteChatContract,
+  getChatPasswordContract,
   getDeployedChatConfigContract,
   requestChatEmailOtpContract,
   type UpdateChatBody,
@@ -378,3 +379,30 @@ export function useDeleteChat() {
     },
   })
 }
+
+interface RevealChatPasswordVariables {
+  chatId: string
+}
+
+/**
+ * Mutation hook that fetches a chat deployment's current password for workspace
+ * admins. Modeled as a mutation (despite the GET) because revealing a secret is
+ * an audited, explicitly-triggered action, not cacheable read state.
+ *
+ * `gcTime: 0` evicts the decrypted password from the mutation cache as soon as
+ * the last observer unmounts, rather than letting it sit there for the default
+ * five minutes after the deploy modal closes. While the modal is open the caller
+ * holds the plaintext anyway, and it discards it when the field is hidden.
+ */
+export function useRevealChatPassword() {
+  return useMutation({
+    gcTime: 0,
+    mutationFn: async ({ chatId }: RevealChatPasswordVariables): Promise<string> => {
+      const result = await requestJson(getChatPasswordContract, { params: { id: chatId } })
+      return result.password
+    },
+    onError: (error) => {
+      logger.error('Failed to reveal chat password', { error })
+    },
+  })
+}
diff --git a/apps/sim/lib/api/contracts/chats.password.test.ts b/apps/sim/lib/api/contracts/chats.password.test.ts
new file mode 100644
index 00000000000..3aad3347859
--- /dev/null
+++ b/apps/sim/lib/api/contracts/chats.password.test.ts
@@ -0,0 +1,63 @@
+/**
+ * @vitest-environment node
+ */
+import { describe, expect, it } from 'vitest'
+import {
+  chatDeploymentPasswordSchema,
+  createChatBodySchema,
+  deployedChatAuthBodySchema,
+  deployedChatPostBodySchema,
+  updateChatBodySchema,
+} from '@/lib/api/contracts/chats'
+
+const createBody = {
+  workflowId: 'wf-1',
+  identifier: 'my-chat',
+  title: 'Support',
+  customizations: { primaryColor: 'var(--brand-hover)', welcomeMessage: 'Hi' },
+}
+
+describe('chat deployment password contract', () => {
+  it('accepts the empty string, which means "keep the stored password"', () => {
+    expect(chatDeploymentPasswordSchema.safeParse('').success).toBe(true)
+  })
+
+  it('rejects a whitespace-only password', () => {
+    const result = chatDeploymentPasswordSchema.safeParse('   ')
+    expect(result.success).toBe(false)
+    expect(result.error?.issues[0].message).toBe('Password cannot contain only whitespace')
+  })
+
+  it('preserves surrounding whitespace, which login compares byte-exact', () => {
+    expect(chatDeploymentPasswordSchema.parse('  hunter2  ')).toBe('  hunter2  ')
+  })
+
+  /**
+   * The security-relevant invariant: a password long enough to save must still
+   * be short enough to submit. If the set path outgrew the login path, the
+   * deployment would be permanently unreachable — the login POST would 400 on
+   * length before authentication ever ran.
+   */
+  it('caps length at the same boundary the deployed-chat login enforces', () => {
+    const atLimit = 'a'.repeat(1024)
+    const overLimit = 'a'.repeat(1025)
+
+    expect(chatDeploymentPasswordSchema.safeParse(atLimit).success).toBe(true)
+    expect(chatDeploymentPasswordSchema.safeParse(overLimit).success).toBe(false)
+
+    expect(deployedChatAuthBodySchema.safeParse({ password: atLimit }).success).toBe(true)
+    expect(deployedChatPostBodySchema.safeParse({ password: atLimit }).success).toBe(true)
+  })
+
+  it('applies to both the create and update bodies', () => {
+    const tooLong = 'a'.repeat(1025)
+
+    expect(createChatBodySchema.safeParse({ ...createBody, password: '   ' }).success).toBe(false)
+    expect(createChatBodySchema.safeParse({ ...createBody, password: tooLong }).success).toBe(false)
+    expect(createChatBodySchema.safeParse({ ...createBody, password: 'ok' }).success).toBe(true)
+
+    expect(updateChatBodySchema.safeParse({ password: '   ' }).success).toBe(false)
+    expect(updateChatBodySchema.safeParse({ password: tooLong }).success).toBe(false)
+    expect(updateChatBodySchema.safeParse({ password: '' }).success).toBe(true)
+  })
+})
diff --git a/apps/sim/lib/api/contracts/chats.ts b/apps/sim/lib/api/contracts/chats.ts
index 528e20c5c28..2755536a5a2 100644
--- a/apps/sim/lib/api/contracts/chats.ts
+++ b/apps/sim/lib/api/contracts/chats.ts
@@ -4,6 +4,27 @@ import { defineRouteContract } from '@/lib/api/contracts/types'
 export const chatAuthTypeSchema = z.enum(['public', 'password', 'email', 'sso'])
 export type ChatAuthType = z.output<typeof chatAuthTypeSchema>
 
+/**
+ * Shared cap for chat deployment passwords. The set path and the deployed-chat
+ * login path must agree: a password long enough to save but too long to submit
+ * would lock every visitor out of the deployment permanently.
+ */
+const MAX_CHAT_PASSWORD_CHARS = 1024
+
+/**
+ * Password accepted when setting or changing a chat deployment's password. The
+ * empty string is allowed and means "keep the stored password"; a whitespace-only
+ * value is rejected because the login form refuses to submit one, which would
+ * strand the deployment behind an unenterable password.
+ */
+export const chatDeploymentPasswordSchema = z
+  .string()
+  .max(MAX_CHAT_PASSWORD_CHARS, 'Password is too long')
+  .refine(
+    (password) => password.length === 0 || password.trim().length > 0,
+    'Password cannot contain only whitespace'
+  )
+
 export const chatIdParamsSchema = z.object({
   id: z.string().min(1),
 })
@@ -38,7 +59,7 @@ export const createChatBodySchema = z.object({
   description: z.string().optional(),
   customizations: chatCustomizationsSchema,
   authType: chatAuthTypeSchema.default('public'),
-  password: z.string().optional(),
+  password: chatDeploymentPasswordSchema.optional(),
   allowedEmails: z.array(z.string()).optional().default([]),
   outputConfigs: z.array(chatOutputConfigSchema).optional().default([]),
   /** When true, clients may receive thinking SSE if they also send the protocol header. Default off. */
@@ -59,7 +80,7 @@ export const updateChatBodySchema = z.object({
   description: z.string().optional(),
   customizations: chatCustomizationsSchema.optional(),
   authType: chatAuthTypeSchema.optional(),
-  password: z.string().optional(),
+  password: chatDeploymentPasswordSchema.optional(),
   allowedEmails: z.array(z.string()).optional(),
   outputConfigs: z.array(chatOutputConfigSchema).optional(),
   includeThinking: z.boolean().optional(),
@@ -86,6 +107,11 @@ export const deleteChatResponseSchema = z.object({
   message: z.string(),
 })
 
+export const chatPasswordResponseSchema = z.object({
+  password: z.string(),
+})
+export type ChatPasswordResponse = z.output<typeof chatPasswordResponseSchema>
+
 export const deployedChatConfigSchema = z.object({
   id: z.string(),
   title: z.string(),
@@ -115,7 +141,7 @@ export const deployedChatConfigSchema = z.object({
 export type DeployedChatConfig = z.output<typeof deployedChatConfigSchema>
 
 export const deployedChatAuthBodySchema = z.object({
-  password: z.string().max(1024, 'Password is too long').optional(),
+  password: z.string().max(MAX_CHAT_PASSWORD_CHARS, 'Password is too long').optional(),
   email: z.string().email('Invalid email format').optional().or(z.literal('')),
 })
 export type DeployedChatAuthBody = z.input<typeof deployedChatAuthBodySchema>
@@ -137,7 +163,7 @@ export const deployedChatFileSchema = z.object({
 
 export const deployedChatPostBodySchema = z.object({
   input: z.string().max(MAX_CHAT_INPUT_CHARS, 'Input is too long').optional(),
-  password: z.string().max(1024, 'Password is too long').optional(),
+  password: z.string().max(MAX_CHAT_PASSWORD_CHARS, 'Password is too long').optional(),
   email: z.string().email('Invalid email format').optional().or(z.literal('')),
   conversationId: z.string().max(256, 'Conversation ID is too long').optional(),
   files: z
@@ -292,3 +318,17 @@ export const deleteChatContract = defineRouteContract({
     schema: deleteChatResponseSchema,
   },
 })
+
+/**
+ * Admin-only reveal of a chat deployment's current password. The route
+ * decrypts the stored password after re-verifying workspace admin access.
+ */
+export const getChatPasswordContract = defineRouteContract({
+  method: 'GET',
+  path: '/api/chat/manage/[id]/password',
+  params: chatIdParamsSchema,
+  response: {
+    mode: 'json',
+    schema: chatPasswordResponseSchema,
+  },
+})
diff --git a/apps/sim/lib/workflows/orchestration/chat-deploy.test.ts b/apps/sim/lib/workflows/orchestration/chat-deploy.test.ts
new file mode 100644
index 00000000000..7b48bab36e1
--- /dev/null
+++ b/apps/sim/lib/workflows/orchestration/chat-deploy.test.ts
@@ -0,0 +1,92 @@
+/**
+ * @vitest-environment node
+ */
+import { queueTableRows, resetDbChainMock, schemaMock } from '@sim/testing'
+import { afterAll, beforeEach, describe, expect, it, vi } from 'vitest'
+
+const { mockGetWorkflowDeploymentSummary, mockPerformFullDeploy, mockCheckNeedsRedeployment } =
+  vi.hoisted(() => ({
+    mockGetWorkflowDeploymentSummary: vi.fn(),
+    mockPerformFullDeploy: vi.fn(),
+    mockCheckNeedsRedeployment: vi.fn(),
+  }))
+
+vi.mock('@/lib/workflows/orchestration/deploy', () => ({
+  getWorkflowDeploymentSummary: mockGetWorkflowDeploymentSummary,
+  performFullDeploy: mockPerformFullDeploy,
+}))
+
+vi.mock('@/app/api/workflows/utils', () => ({
+  checkNeedsRedeployment: mockCheckNeedsRedeployment,
+}))
+
+import { performChatDeploy } from '@/lib/workflows/orchestration/chat-deploy'
+
+const basePayload = {
+  workflowId: 'workflow-1',
+  userId: 'user-1',
+  identifier: 'my-chat',
+  title: 'Support',
+}
+
+describe('performChatDeploy password guards', () => {
+  beforeEach(() => {
+    vi.clearAllMocks()
+    resetDbChainMock()
+    mockGetWorkflowDeploymentSummary.mockResolvedValue({
+      activeDeployment: { id: 'deployment-1' },
+      latestDeploymentAttempt: { status: 'active' },
+      warnings: [],
+    })
+    mockCheckNeedsRedeployment.mockResolvedValue(false)
+  })
+
+  afterAll(() => {
+    resetDbChainMock()
+  })
+
+  /**
+   * The copilot `deploy_chat` tool reaches this function without a route
+   * contract, so these guards are the only thing standing between an agent and
+   * a deployment nobody can log into.
+   */
+  it('rejects a whitespace-only password before touching the deployment', async () => {
+    await expect(
+      performChatDeploy({ ...basePayload, authType: 'password', password: '   ' })
+    ).resolves.toEqual({
+      success: false,
+      error: 'Password cannot contain only whitespace',
+    })
+
+    expect(mockGetWorkflowDeploymentSummary).not.toHaveBeenCalled()
+  })
+
+  it('rejects a password longer than the chat login accepts', async () => {
+    await expect(
+      performChatDeploy({ ...basePayload, authType: 'password', password: 'a'.repeat(1025) })
+    ).resolves.toEqual({
+      success: false,
+      error: 'Password is too long',
+    })
+
+    expect(mockGetWorkflowDeploymentSummary).not.toHaveBeenCalled()
+  })
+
+  it('rejects a whitespace-only password regardless of auth type', async () => {
+    await expect(
+      performChatDeploy({ ...basePayload, authType: 'public', password: '   ' })
+    ).resolves.toEqual({
+      success: false,
+      error: 'Password cannot contain only whitespace',
+    })
+  })
+
+  it('rejects password protection with no password and no stored one', async () => {
+    queueTableRows(schemaMock.chat, [])
+
+    await expect(performChatDeploy({ ...basePayload, authType: 'password' })).resolves.toEqual({
+      success: false,
+      error: 'Password is required when using password protection',
+    })
+  })
+})
diff --git a/apps/sim/lib/workflows/orchestration/chat-deploy.ts b/apps/sim/lib/workflows/orchestration/chat-deploy.ts
index 3bfe35d3de7..106cb090df0 100644
--- a/apps/sim/lib/workflows/orchestration/chat-deploy.ts
+++ b/apps/sim/lib/workflows/orchestration/chat-deploy.ts
@@ -4,6 +4,7 @@ import { chat } from '@sim/db/schema'
 import { createLogger } from '@sim/logger'
 import { generateId } from '@sim/utils/id'
 import { and, eq, isNull } from 'drizzle-orm'
+import { chatDeploymentPasswordSchema } from '@/lib/api/contracts/chats'
 import { encryptSecret } from '@/lib/core/security/encryption'
 import { getBaseUrl } from '@/lib/core/utils/urls'
 import {
@@ -68,6 +69,20 @@ export async function performChatDeploy(
     includeToolCalls = false,
   } = params
 
+  /**
+   * Validate the password here rather than only at the HTTP boundary. The
+   * copilot `deploy_chat` tool reaches this function without going through a
+   * route contract, so a whitespace-only or over-long password would otherwise
+   * be encrypted and stored — and neither can ever be submitted through the
+   * chat login form, permanently locking visitors out of the deployment.
+   */
+  if (password !== undefined) {
+    const validatedPassword = chatDeploymentPasswordSchema.safeParse(password)
+    if (!validatedPassword.success) {
+      return { success: false, error: validatedPassword.error.issues[0].message }
+    }
+  }
+
   const customizations = {
     primaryColor: params.customizations?.primaryColor || 'var(--brand-hover)',
     welcomeMessage: params.customizations?.welcomeMessage || 'Hi there! How can I help you today?',
@@ -125,6 +140,16 @@ export async function performChatDeploy(
     .where(and(eq(chat.workflowId, workflowId), isNull(chat.archivedAt)))
     .limit(1)
 
+  /**
+   * A password-protected chat must end up with a stored password. Both HTTP
+   * routes already reject this; without the same guard here a copilot
+   * `deploy_chat` call could create one with no password, which fails closed at
+   * login with an opaque "Authentication configuration error".
+   */
+  if (authType === 'password' && !encryptedPassword && !existingDeployment?.password) {
+    return { success: false, error: 'Password is required when using password protection' }
+  }
+
   let chatId: string
   if (existingDeployment) {
     chatId = existingDeployment.id
diff --git a/packages/audit/src/types.ts b/packages/audit/src/types.ts
index 43b409bcc3d..cb94f7fa435 100644
--- a/packages/audit/src/types.ts
+++ b/packages/audit/src/types.ts
@@ -18,6 +18,7 @@ export const AuditAction = {
   CHAT_DEPLOYED: 'chat.deployed',
   CHAT_UPDATED: 'chat.updated',
   CHAT_DELETED: 'chat.deleted',
+  CHAT_PASSWORD_VIEWED: 'chat.password_viewed',
 
   // Custom Blocks (deploy-as-block)
   CUSTOM_BLOCK_PUBLISHED: 'custom_block.published',
diff --git a/packages/testing/src/mocks/audit.mock.ts b/packages/testing/src/mocks/audit.mock.ts
index 7c708b92e7d..377bbc4e6ec 100644
--- a/packages/testing/src/mocks/audit.mock.ts
+++ b/packages/testing/src/mocks/audit.mock.ts
@@ -40,6 +40,7 @@ export const auditMock = {
     CHAT_DEPLOYED: 'chat.deployed',
     CHAT_UPDATED: 'chat.updated',
     CHAT_DELETED: 'chat.deleted',
+    CHAT_PASSWORD_VIEWED: 'chat.password_viewed',
     CREDENTIAL_CREATED: 'credential.created',
     CREDENTIAL_UPDATED: 'credential.updated',
     CREDENTIAL_RENAMED: 'credential.renamed',
diff --git a/scripts/check-api-validation-contracts.ts b/scripts/check-api-validation-contracts.ts
index 7c744ed7c6b..d799d13d14a 100644
--- a/scripts/check-api-validation-contracts.ts
+++ b/scripts/check-api-validation-contracts.ts
@@ -9,8 +9,8 @@ const QUERY_HOOKS_DIR = path.join(ROOT, 'apps/sim/hooks/queries')
 const SELECTOR_HOOKS_DIR = path.join(ROOT, 'apps/sim/hooks/selectors')
 
 const BASELINE = {
-  totalRoutes: 1003,
-  zodRoutes: 1003,
+  totalRoutes: 1004,
+  zodRoutes: 1004,
   nonZodRoutes: 0,
 } as const
 

From 69289d26e76c0d6fdc7da7a73e236231019b52de Mon Sep 17 00:00:00 2001
From: Waleed <walif6@gmail.com>
Date: Sat, 1 Aug 2026 21:44:18 -0700
Subject: [PATCH 27/30] fix(execution): stop run-buffer failures from stranding
 resumed executions (#6187)
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

* fix(resume): stop a failed run-buffer publish from stranding a resumed execution

The run buffer is a replay convenience for stream readers; the durable
execution record is authoritative. A failed terminal event publish was
deciding the outcome of work that had already run: it threw, the resume
was marked failed, and the paused execution was left paused forever.

That path is also not retryable — the workflow had already executed — so
the next resume attempt re-ran its side effects.

Degrade instead. Record the terminal status on the stream meta so readers
are not left polling an 'active' stream, log the failure, and let the
resume settle on its real result. The same treatment applies when the
terminal event is never published at all, which previously synthesized an
error for the same stranding effect.

Removes the now-unreachable TERMINAL_PUBLISH_ERROR constant and its
branch. Pre-execution buffer failures stay fatal and retryable, since no
work has happened yet.

* fix(execution): give per-user Redis budget keys a fixed window

The per-user byte budget refreshed its TTL on every accepted write, so for
any user who never went a full TTL without writing, the key never expired.
The per-execution data it accounted for kept expiring underneath it, so the
counter accrued bytes Redis had already dropped and drifted toward the
ceiling. On reaching it, every subsequent write for that user was rejected
until they stopped writing for a full TTL — and since a rejected write does
not refresh the TTL, it recovered on its own and then refilled.

User keys now get a fixed window: the TTL is set when the key is created and
never extended. Applied to all five Lua scripts that touch the key so the
writers cannot drift apart. Execution-scoped keys keep sliding — they are
refreshed on the same schedule as the data they account for, so their
counter and bytes stay in step.

* fix(execution): heal a user budget key that somehow has no expiry

The no-op branch of the flush script dropped the user-key EXPIRE outright
rather than guarding it like every other site. No current path can create
the key without an expiry, but if one ever did, that branch was the one
place that would never give it one — and a user counter with no expiry is
the unbounded version of the bug this series fixes.

Guard it instead, so the branch heals such a key rather than skipping it,
and so all five scripts read the same way.

* fix(stream): end a replay cleanly when terminal metadata has no terminal event

Terminal metadata is the authoritative end-of-run signal — the happy path
writes it atomically with the terminal event, and a run whose terminal
event could not be buffered records the status on its own. The reader
required both, so the degraded case threw and turned a replay that was
merely incomplete into a broken one.

Metadata without a matching event means the buffer degraded, not that the
run is still going. Log it and close the stream: the reader has already
received every event that was buffered, and the durable record is
unaffected either way.
---
 .../[executionId]/stream/route.test.ts        |  6 +-
 .../executions/[executionId]/stream/route.ts  | 13 +++-
 apps/sim/lib/execution/event-buffer.test.ts   | 35 +++++++++
 apps/sim/lib/execution/event-buffer.ts        | 10 ++-
 .../lib/execution/redis-budget.server.test.ts | 76 +++++++++++++++++++
 apps/sim/lib/execution/redis-budget.server.ts | 20 ++++-
 .../uploads/utils/user-file-base64.server.ts  |  4 +-
 .../executor/human-in-the-loop-manager.ts     | 60 ++++++++++++---
 8 files changed, 200 insertions(+), 24 deletions(-)
 create mode 100644 apps/sim/lib/execution/redis-budget.server.test.ts

diff --git a/apps/sim/app/api/workflows/[id]/executions/[executionId]/stream/route.test.ts b/apps/sim/app/api/workflows/[id]/executions/[executionId]/stream/route.test.ts
index 5ab5775652b..bc1c4b981db 100644
--- a/apps/sim/app/api/workflows/[id]/executions/[executionId]/stream/route.test.ts
+++ b/apps/sim/app/api/workflows/[id]/executions/[executionId]/stream/route.test.ts
@@ -90,7 +90,7 @@ describe('execution stream reconnect route', () => {
     expect(mockReadExecutionEventsState).toHaveBeenNthCalledWith(2, 'exec-1', 3)
   })
 
-  it('errors when terminal metadata has no terminal event to replay', async () => {
+  it('ends the stream cleanly when terminal metadata has no terminal event to replay', async () => {
     mockReadExecutionMetaState
       .mockResolvedValueOnce({
         status: 'found',
@@ -115,9 +115,7 @@ describe('execution stream reconnect route', () => {
     })
 
     expect(response.status).toBe(200)
-    await expect(response.text()).rejects.toThrow(
-      'Execution reached terminal metadata without a terminal event'
-    )
+    await expect(response.text()).resolves.toContain('data: [DONE]')
   })
 
   it('allows replay event id gaps from reserved but unused writer ids', async () => {
diff --git a/apps/sim/app/api/workflows/[id]/executions/[executionId]/stream/route.ts b/apps/sim/app/api/workflows/[id]/executions/[executionId]/stream/route.ts
index 2be5fed1c37..1e4c1936141 100644
--- a/apps/sim/app/api/workflows/[id]/executions/[executionId]/stream/route.ts
+++ b/apps/sim/app/api/workflows/[id]/executions/[executionId]/stream/route.ts
@@ -142,9 +142,20 @@ export const GET = withRouteHandler(
             if (!closed) controller.close()
           }
 
+          /**
+           * Terminal metadata is the authoritative end-of-run signal. The
+           * happy path writes it atomically with the terminal event, and a run
+           * whose terminal event could not be buffered records the status on
+           * its own — so metadata without a matching event means the buffer
+           * degraded, not that the run is still going. End the stream cleanly:
+           * the reader has already received every event that was buffered, and
+           * failing here would turn a degraded replay into a broken one.
+           */
           const closeAfterTerminalEvent = (events: ExecutionEventEntry[]) => {
             if (!enqueueEvents(events)) {
-              throw new Error('Execution reached terminal metadata without a terminal event')
+              logger.warn('Execution reached terminal metadata without a terminal event', {
+                executionId,
+              })
             }
             closeWithDone()
           }
diff --git a/apps/sim/lib/execution/event-buffer.test.ts b/apps/sim/lib/execution/event-buffer.test.ts
index 93dbd3bff07..e0287f6d2af 100644
--- a/apps/sim/lib/execution/event-buffer.test.ts
+++ b/apps/sim/lib/execution/event-buffer.test.ts
@@ -68,6 +68,10 @@ function isResetScript(script: string): boolean {
   return script.includes('retained_bytes') && script.includes('replayStartEventId')
 }
 
+function countOccurrences(haystack: string, needle: string): number {
+  return haystack.split(needle).length - 1
+}
+
 describe('execution event buffer', () => {
   beforeEach(() => {
     vi.clearAllMocks()
@@ -417,6 +421,37 @@ describe('execution event buffer', () => {
     )
   })
 
+  it('never extends an existing user budget window while flushing events', async () => {
+    let flushScript = ''
+    mockRedis.eval.mockImplementation(async (script: string) => {
+      if (isFlushScript(script)) flushScript = script
+      return [1, false, 0]
+    })
+
+    const writer = createExecutionEventWriter('exec-1', { userId: 'user-1' })
+    await writer.writeTerminal(makeEvent('terminal'), 'complete')
+
+    expect(flushScript).not.toBe('')
+    const userKeyExpires = countOccurrences(flushScript, "redis.call('EXPIRE', KEYS[5]")
+    const userKeyTtlGuards = countOccurrences(flushScript, "redis.call('TTL', KEYS[5]) < 0")
+    expect(userKeyExpires).toBeGreaterThan(0)
+    expect(userKeyTtlGuards).toBe(userKeyExpires)
+  })
+
+  it('keeps sliding the execution budget window, which expires with its own data', async () => {
+    let flushScript = ''
+    mockRedis.eval.mockImplementation(async (script: string) => {
+      if (isFlushScript(script)) flushScript = script
+      return [1, false, 0]
+    })
+
+    const writer = createExecutionEventWriter('exec-1', { userId: 'user-1' })
+    await writer.writeTerminal(makeEvent('terminal'), 'complete')
+
+    expect(countOccurrences(flushScript, "redis.call('TTL', KEYS[4]) < 0")).toBe(0)
+    expect(countOccurrences(flushScript, "redis.call('EXPIRE', KEYS[4]")).toBeGreaterThan(0)
+  })
+
   it('reports pruned replay buffers before reading incomplete events', async () => {
     mockRedis.hgetall.mockResolvedValue({ status: 'active', earliestEventId: '10' })
 
diff --git a/apps/sim/lib/execution/event-buffer.ts b/apps/sim/lib/execution/event-buffer.ts
index 5afe0c4ccaf..f2661d21334 100644
--- a/apps/sim/lib/execution/event-buffer.ts
+++ b/apps/sim/lib/execution/event-buffer.ts
@@ -85,7 +85,9 @@ if net_bytes > 0 then
   redis.call('EXPIRE', KEYS[4], budget_ttl_seconds)
   if #KEYS >= 5 then
     redis.call('INCRBY', KEYS[5], net_bytes)
-    redis.call('EXPIRE', KEYS[5], budget_ttl_seconds)
+    if redis.call('TTL', KEYS[5]) < 0 then
+      redis.call('EXPIRE', KEYS[5], budget_ttl_seconds)
+    end
   end
 elseif net_bytes < 0 then
   local release_bytes = -net_bytes
@@ -99,7 +101,7 @@ elseif net_bytes < 0 then
     local user_next = redis.call('DECRBY', KEYS[5], release_bytes)
     if user_next <= 0 then
       redis.call('DEL', KEYS[5])
-    else
+    elseif redis.call('TTL', KEYS[5]) < 0 then
       redis.call('EXPIRE', KEYS[5], budget_ttl_seconds)
     end
   end
@@ -107,7 +109,7 @@ else
   if redis.call('EXISTS', KEYS[4]) == 1 then
     redis.call('EXPIRE', KEYS[4], budget_ttl_seconds)
   end
-  if #KEYS >= 5 and redis.call('EXISTS', KEYS[5]) == 1 then
+  if #KEYS >= 5 and redis.call('EXISTS', KEYS[5]) == 1 and redis.call('TTL', KEYS[5]) < 0 then
     redis.call('EXPIRE', KEYS[5], budget_ttl_seconds)
   end
 end
@@ -148,7 +150,7 @@ if retained_bytes > 0 then
     local user_next = redis.call('DECRBY', KEYS[4], retained_bytes)
     if user_next <= 0 then
       redis.call('DEL', KEYS[4])
-    else
+    elseif redis.call('TTL', KEYS[4]) < 0 then
       redis.call('EXPIRE', KEYS[4], tonumber(ARGV[4]))
     end
   end
diff --git a/apps/sim/lib/execution/redis-budget.server.test.ts b/apps/sim/lib/execution/redis-budget.server.test.ts
new file mode 100644
index 00000000000..af2f0338b90
--- /dev/null
+++ b/apps/sim/lib/execution/redis-budget.server.test.ts
@@ -0,0 +1,76 @@
+/**
+ * @vitest-environment node
+ */
+import { describe, expect, it, vi } from 'vitest'
+import {
+  getExecutionRedisBudgetKeys,
+  reserveExecutionRedisBytes,
+} from '@/lib/execution/redis-budget.server'
+
+function countOccurrences(haystack: string, needle: string): number {
+  return haystack.split(needle).length - 1
+}
+
+async function captureReserveScript(userId?: string): Promise<string> {
+  let script = ''
+  const redis = {
+    eval: vi.fn(async (source: string) => {
+      script = source
+      return [1, 'ok', 0, 0]
+    }),
+  }
+
+  await reserveExecutionRedisBytes(redis as never, {
+    executionId: 'exec-1',
+    userId,
+    category: 'event_buffer',
+    operation: 'write_events',
+    bytes: 128,
+  })
+
+  return script
+}
+
+describe('reserveExecutionRedisBytes', () => {
+  it('scopes the reservation to the execution, and to the user when one is known', () => {
+    expect(
+      getExecutionRedisBudgetKeys({
+        executionId: 'exec-1',
+        category: 'event_buffer',
+        operation: 'write_events',
+        bytes: 1,
+      })
+    ).toEqual(['execution:redis-budget:execution:exec-1'])
+
+    expect(
+      getExecutionRedisBudgetKeys({
+        executionId: 'exec-1',
+        userId: 'user-1',
+        category: 'event_buffer',
+        operation: 'write_events',
+        bytes: 1,
+      })
+    ).toEqual(['execution:redis-budget:execution:exec-1', 'execution:redis-budget:user:user-1'])
+  })
+
+  /**
+   * A user key aggregates across every execution that user runs, so extending
+   * its TTL on each write keeps it alive indefinitely while the per-execution
+   * data it accounts for expires underneath it. The window must be fixed.
+   */
+  it('never extends an existing user budget window', async () => {
+    const script = await captureReserveScript('user-1')
+
+    const userKeyExpires = countOccurrences(script, "redis.call('EXPIRE', KEYS[2]")
+    const userKeyTtlGuards = countOccurrences(script, "redis.call('TTL', KEYS[2]) < 0")
+    expect(userKeyExpires).toBeGreaterThan(0)
+    expect(userKeyTtlGuards).toBe(userKeyExpires)
+  })
+
+  it('keeps sliding the execution budget window, which expires with its own data', async () => {
+    const script = await captureReserveScript('user-1')
+
+    expect(countOccurrences(script, "redis.call('TTL', KEYS[1]) < 0")).toBe(0)
+    expect(countOccurrences(script, "redis.call('EXPIRE', KEYS[1]")).toBeGreaterThan(0)
+  })
+})
diff --git a/apps/sim/lib/execution/redis-budget.server.ts b/apps/sim/lib/execution/redis-budget.server.ts
index ddf58b1772d..1b922171d55 100644
--- a/apps/sim/lib/execution/redis-budget.server.ts
+++ b/apps/sim/lib/execution/redis-budget.server.ts
@@ -12,6 +12,22 @@ const MAX_EXECUTION_REDIS_BYTES = 64 * 1024 * 1024
 const MAX_USER_REDIS_BYTES = 256 * 1024 * 1024
 const REDIS_BUDGET_TTL_SECONDS = 60 * 60
 
+/**
+ * Execution and user budget keys expire differently on purpose.
+ *
+ * An execution key accounts for data that is refreshed on the same schedule as
+ * the key itself, so sliding its TTL on every write keeps the counter and the
+ * bytes it represents in step.
+ *
+ * A user key aggregates across every execution that user runs. Sliding its TTL
+ * on each write keeps it alive indefinitely for any user who stays active,
+ * while the per-execution data it accounts for keeps expiring underneath it —
+ * so the counter accrues bytes Redis has already dropped and eventually pins
+ * the user at their ceiling until they go a full TTL without writing. User
+ * keys therefore get a fixed window: the TTL is set when the key is created
+ * and never extended.
+ */
+
 const RESERVE_REDIS_BYTES_SCRIPT = `
 local bytes = tonumber(ARGV[1])
 local execution_limit = tonumber(ARGV[2])
@@ -32,7 +48,9 @@ redis.call('INCRBY', KEYS[1], bytes)
 redis.call('EXPIRE', KEYS[1], ttl_seconds)
 if #KEYS >= 2 then
   redis.call('INCRBY', KEYS[2], bytes)
-  redis.call('EXPIRE', KEYS[2], ttl_seconds)
+  if redis.call('TTL', KEYS[2]) < 0 then
+    redis.call('EXPIRE', KEYS[2], ttl_seconds)
+  end
 end
 return {1, 'ok', execution_current + bytes, user_current + bytes}
 `
diff --git a/apps/sim/lib/uploads/utils/user-file-base64.server.ts b/apps/sim/lib/uploads/utils/user-file-base64.server.ts
index ba0407dd766..d9195d47c2e 100644
--- a/apps/sim/lib/uploads/utils/user-file-base64.server.ts
+++ b/apps/sim/lib/uploads/utils/user-file-base64.server.ts
@@ -59,7 +59,7 @@ if bytes and bytes > 0 then
     local user_next = redis.call('DECRBY', KEYS[4], bytes)
     if user_next <= 0 then
       redis.call('DEL', KEYS[4])
-    else
+    elseif redis.call('TTL', KEYS[4]) < 0 then
       redis.call('EXPIRE', KEYS[4], budget_ttl_seconds)
     end
   end
@@ -129,7 +129,7 @@ if #KEYS >= 4 then
       redis.call('DEL', KEYS[4])
     end
   end
-  if redis.call('EXISTS', KEYS[4]) == 1 then
+  if redis.call('EXISTS', KEYS[4]) == 1 and redis.call('TTL', KEYS[4]) < 0 then
     redis.call('EXPIRE', KEYS[4], budget_ttl_seconds)
   end
 end
diff --git a/apps/sim/lib/workflows/executor/human-in-the-loop-manager.ts b/apps/sim/lib/workflows/executor/human-in-the-loop-manager.ts
index c6cc5a75c7d..ee495660480 100644
--- a/apps/sim/lib/workflows/executor/human-in-the-loop-manager.ts
+++ b/apps/sim/lib/workflows/executor/human-in-the-loop-manager.ts
@@ -14,6 +14,7 @@ import {
   flushExecutionStreamReplayBuffer,
   initializeExecutionStreamMeta,
   resetExecutionStreamBuffer,
+  setExecutionMeta,
   type TerminalExecutionStreamStatus,
 } from '@/lib/execution/event-buffer'
 import {
@@ -71,7 +72,6 @@ const execDb = dbFor('exec')
 
 const logger = createLogger('HumanInTheLoopManager')
 const RUN_BUFFER_UNAVAILABLE_ERROR = 'Run buffer temporarily unavailable'
-const TERMINAL_PUBLISH_ERROR = 'Run buffer terminal event publish failed'
 const RESUMABLE_PAUSED_STATUSES = ['paused', 'partially_resumed'] as const
 const CANCELLABLE_PAUSED_STATUSES = ['paused', 'partially_resumed'] as const
 const AUTOMATIC_RESUME_INTERVENTION_PREFIX = 'Automatic resume requires manual intervention: '
@@ -771,7 +771,7 @@ export class PauseResumeManager {
           preserveForRetry: true,
           retryable: error.retryable,
         })
-      } else if (message === RUN_BUFFER_UNAVAILABLE_ERROR || message === TERMINAL_PUBLISH_ERROR) {
+      } else if (message === RUN_BUFFER_UNAVAILABLE_ERROR) {
         await PauseResumeManager.markResumeAttemptFailed({
           resumeEntryId,
           pausedExecutionId: pausedExecution.id,
@@ -1280,6 +1280,38 @@ export class PauseResumeManager {
     }
 
     let terminalEventPublished = false
+    let terminalPublishDegraded = false
+
+    /**
+     * The run buffer is a replay convenience for stream readers; the durable
+     * execution record is authoritative. A failed terminal publish must not
+     * decide the outcome of work that already ran — the resume is not
+     * retryable at this point, so throwing here would strand the execution as
+     * paused and re-run its side effects on the next attempt. Degrade instead:
+     * record the terminal status on the stream meta so readers are not left
+     * polling an 'active' stream forever, and let the resume settle normally.
+     */
+    const degradeTerminalPublish = async (
+      terminalStatus: TerminalExecutionStreamStatus,
+      error: unknown
+    ) => {
+      terminalPublishDegraded = true
+      logger.warn('Failed to publish resume terminal event', {
+        resumeExecutionId,
+        status: terminalStatus,
+        error: toError(error).message,
+      })
+      const metaPersisted = await setExecutionMeta(resumeExecutionId, {
+        status: terminalStatus,
+      }).catch(() => false)
+      if (!metaPersisted) {
+        logger.warn('Failed to record degraded terminal status on resume stream meta', {
+          resumeExecutionId,
+          status: terminalStatus,
+        })
+      }
+    }
+
     const writeBufferedEvent = async (
       event: ExecutionEvent,
       terminalStatus?: TerminalExecutionStreamStatus
@@ -1287,13 +1319,9 @@ export class PauseResumeManager {
       const isBuffered = !LIVE_ONLY_EXECUTION_EVENT_TYPES.has(event.type)
       if (isBuffered) {
         const entry = terminalStatus
-          ? await eventWriter.writeTerminal(event, terminalStatus).catch((error) => {
-              logger.warn('Failed to publish resume terminal event', {
-                resumeExecutionId,
-                status: terminalStatus,
-                error: toError(error).message,
-              })
-              throw new Error(TERMINAL_PUBLISH_ERROR)
+          ? await eventWriter.writeTerminal(event, terminalStatus).catch(async (error) => {
+              await degradeTerminalPublish(terminalStatus, error)
+              return { eventId: 0, executionId: resumeExecutionId, event }
             })
           : await eventWriter.write(event)
         event.eventId = entry.eventId
@@ -1686,9 +1714,10 @@ export class PauseResumeManager {
           status: finalMetaStatus,
           replayBufferFlushed,
         })
-        if (!executionError) {
-          executionError = new Error(TERMINAL_PUBLISH_ERROR)
-        }
+        await degradeTerminalPublish(
+          finalMetaStatus,
+          new Error('Terminal event was never published')
+        )
       } else {
         await eventWriter.close().catch((error) => {
           logger.warn('Failed to close resume event writer after terminal publish', {
@@ -1707,6 +1736,13 @@ export class PauseResumeManager {
      */
     await loggingSession.waitForPostExecution()
 
+    if (terminalPublishDegraded) {
+      logger.warn('Resume settled with a degraded run buffer', {
+        resumeExecutionId,
+        status: finalMetaStatus,
+      })
+    }
+
     if (executionError || !result) {
       throw executionError ?? new Error('Resume execution did not produce a result')
     }

From 87aeca6f0cd84b2c59be682ff911cd745165ba90 Mon Sep 17 00:00:00 2001
From: mzxchandra <129460234+mzxchandra@users.noreply.github.com>
Date: Sat, 1 Aug 2026 21:55:00 -0700
Subject: [PATCH 28/30] feat(zoho-desk): add Zoho Desk integration (#6157)

* feat(zoho-desk): add Zoho Desk integration

Add a full Zoho Desk integration: tools, block, icon, and a webhook trigger.

Tools (tools/zoho_desk): list/get/update tickets, list/add comments,
list/get threads, get contact, list organizations, and download attachments
as UserFiles via an internal route. Registered in tools/registry.ts.

Block (blocks/blocks/zoho-desk.ts): operation dropdown, OAuth credential,
an organization selector backed by GET /organizations, per-operation fields,
and BlockMeta templates. Wires the Zoho Desk trigger.

OAuth (zoho-desk provider): authorize/token at accounts.zoho.com with
access_type=offline + prompt=consent; the Desk REST base is derived from the
token response api_domain and persisted so calls honor data residency instead
of assuming desk.zoho.com. Every call sends Authorization: Zoho-oauthtoken and
the orgId header.

Trigger + webhook handler (triggers/zoho_desk, lib/webhooks/providers/zoho-desk.ts):
Sim creates and tears down the Zoho Desk webhook subscription. Inbound events
are verified with JWT RS256 (X-ZDesk-JWT) against the data-center JWKS, ACKed
via the durable queue to meet Zoho's 5s deadline, and fail loudly on
Free/Standard editions that cannot create webhooks.

* fix(zoho-desk): OAuth PKCE, DC scope-marker parsing, SSRF, and e2e fixes

OAuth: forward code_verifier in the custom getToken (PKCE is enabled, so the
exchange must echo the verifier or Zoho rejects the request with invalid_request).
Surface Zoho's error/error_description, which it returns in the JSON body with
HTTP 200, instead of collapsing every failure into "no access token".

Data-center base parsing: better-auth persists Zoho's scopes comma-joined with no
spaces, so the greedy \S+ marker regex swallowed the whole scope list into the
host. Stop the capture at a comma or whitespace in both read sites (token route
and webhook handler), so apiDomain resolves to the real Desk host.

Attachment SSRF: replace the permissive host regex (which accepted attacker
domains like zoho.attacker.com) with a strict Zoho-apex suffix allowlist.

Block: guard Number() pagination so a non-numeric typo can't send NaN; add the
ignoreSourceId -> sourceId loop-guard header to update_ticket (matching add_comment).

Organizations route: surface fetch/Zoho failures with a real status instead of a
200 with an empty list, so the org selector no longer fails silently.

* fix(zoho-desk): webhook creation, attachment naming, and HTML content handling

Webhook trigger (verified end-to-end against a live Enterprise org):
- Omit ignoreSourceId; Zoho rejects a non-Zoho UUID with INVALID_DATA. Drop
  the generateId() fallback and its providerConfig persistence.
- Answer Zoho's create-time notification-URL probe via the existing pending
  webhook verification mechanism (GET/HEAD matchers) so subscription creation
  no longer 405s.
- mapZohoWebhookError now surfaces Zoho's real errorCode / message / field
  errors instead of a catch-all edition message, and attaches an HTTP status so
  4xx flow through NonRetryableDeploymentError while 429/5xx stay retryable.
- Propagate the real status through deploy.ts so failed creates don't retry-loop.

get_attachment polish:
- Return the downloaded file's name under `name` (ToolFileData key) instead of
  `filename`, and derive it (explicit -> Content-Disposition -> URL segment ->
  fallback) so attachments are no longer stored as "untitled".
- Gate the add_comment-only `contentType` param so it isn't sent to get_attachment.

HTML content handling (Zoho content fields emit raw HTML):
- Add a Zoho-local html-to-text converter mirroring the Outlook dual-field
  pattern: when contentType is 'html', derive a plain-text `contentText`
  alongside the untouched raw `content` + `contentType`; plainText mirrors.
- Apply to comments (list/add), threads (list/get), the ticket description
  (descriptionText), and the webhook trigger payload.

Trigger org selector: Organization is now a credential-scoped combobox that
lists the connected account's Zoho Desk organizations.

* fix(zoho-desk): review round - DC-base derivation, org-loader resilience, batched-event visibility

- deriveZohoDeskBaseFromApiDomain: preserve an already-regional desk.zoho.<tld>
  api_domain instead of falling back to the US (.com) data center, and map the
  DC TLD from any zoho(apis).<tld> host - keeps Desk calls in the right data
  center for residency.
- fetchZohoDeskOrganizationOptions: wrap the token/org fetch in try/catch and
  degrade to an empty list (the org field is a free-text combobox, so manual
  entry still works) instead of hard-failing the selector on token/DC/network
  errors.
- formatInput: warn (not silently drop) if Zoho ever delivers more than one
  event in a single payload.

* fix(zoho-desk): harden attachment download against redirect-based SSRF/token leak

Replace the raw fetch in the attachment route with secureFetchWithValidation
(the same guarded fetch the copilot file-download tool uses). The download URL
is user/LLM-influenced and Zoho may redirect, so auto-following redirects could
send the OAuth token / orgId to an untrusted or internal host. The guarded fetch
pins the resolved IP, blocks private/reserved targets on every hop, drops the
Authorization header if a redirect leaves the origin (stripAuthOnRedirect), and
enforces the 50MB cap while streaming. The strict Zoho apex allowlist still
gates the initial origin as defense in depth.

* fix(zoho-desk): only add the edition hint when Zoho's error indicates it

mapZohoWebhookError appended the "requires Professional edition or higher"
guidance to every 403, but a 403 can also mean a wrong org, a missing scope, or
a bad token. Gate the hint on Zoho's own errorCode / message matching the
permission/edition pattern instead of the bare status, so unrelated 403s surface
Zoho's real reason without the misleading suffix. Adds a test for the
non-edition 403 path.

* fix(zoho-desk): stop duplicating /api/v1 when resolving a relative attachment href

A relative attachment href that already starts with `api/v1` (as Zoho's hrefs
often do) was concatenated onto getZohoDeskApiBase (which ends in /api/v1),
producing `/api/v1/api/v1/...` and a failing download. Extract a tested
resolveZohoAttachmentUrl helper that uses absolute hrefs as-is and strips a
leading slash + `api/v1/` prefix from relative ones before joining, so the path
is correct for absolute, root-relative, and api/v1-prefixed hrefs alike.

* fix(zoho-desk): reject an empty update_ticket PATCH with a clear error

update_ticket built its PATCH body from optional fields via filterUndefined, so
a call with no fields set sent `{}` and surfaced an opaque Zoho failure. Guard
the body builder to throw an actionable "provide at least one field" error
before the request. Adds a test for the empty and populated body paths.

* fix(zoho-desk): fall back to the credential Desk domain in webhook JWT verify

verifyAuth chose the JWKS host from providerConfig.apiDomain and otherwise
defaulted to the US host (desk.zoho.com), so a non-US webhook row missing
apiDomain would verify against the wrong JWKS and reject legitimate events. When
apiDomain is absent, resolve it from the OAuth credential's __zoho_domain__ scope
marker (mirroring deleteSubscription). The persisted-apiDomain fast path stays
DB-free to respect the 5s delivery deadline. Adds tests for both paths.

* fix(zoho-desk): apply the Zoho host allowlist to the organizations route

The organizations route built its URL from the client-supplied apiDomain and
attached the OAuth token without the https-Zoho-host allowlist the attachment
route already enforced, so a session-access caller could point the server at an
arbitrary origin and leak the token. Extract the shared isZohoHost allowlist and
an assertZohoUrl guard into tools/zoho_desk/utils (two consumers now), guard the
organizations URL before fetching, and refactor the attachment route to reuse
the shared helper. Adds tests for the allowlist and guard.

* fix(zoho-desk): propagate provider 4xx in the stable webhook prepare path

The v2 stable deploy preparation flattened every registration failure (except
path conflicts) to HTTP 500, so a provider-attached permanent 4xx - e.g. Zoho's
edition/validation failures from createSubscription - retried instead of failing
the deploy terminally. Propagate the attached status (`?? 500`), matching the
legacy save path's status-aware mapping so both deploy paths route 4xx through
NonRetryableDeploymentError.

* fix(zoho-desk): make createSubscription config failures non-retryable

createSubscription threw plain Errors (no status) for missing orgId, event type,
or credentials, and for a Zoho success with no webhook id - so the deploy outbox
mapped them to 500 and retried permanent configuration failures. Attach a 4xx
via statusError (400 for missing config/credentials; 422 for the no-id anomaly,
where a retry risks duplicate webhooks) so they fail the deploy terminally like
the mapped Zoho API 4xx responses. Tests assert the 400 status on the guard paths.

* fix(zoho-desk): enrich prevState with contentText symmetrically with payload

formatInput derived plain-text contentText only on payload, so an update event
for a comment/thread left prevState as raw HTML while payload carried
contentText - inconsistent shapes for before/after comparisons. Apply
withDerivedContentText to prevState too. Test asserts both are enriched.

* docs(zoho-desk): regenerate integration docs

Regenerate zoho_desk.mdx from the current tool definitions: removes the stale
add_comment `ignoreSourceId` input row (the field was dropped because Zoho
rejects arbitrary values) and adds the derived `contentText` / `descriptionText`
plain-text fields on comments, threads, and tickets.

* fix(zoho-desk): validate the persisted Desk base against the strict host allowlist

deriveZohoDeskBaseFromApiDomain trusted any host matching `desk.zoho.[a-z.]+`,
so a crafted api_domain like `desk.zoho.com.attacker.com` passed and was
persisted as the credential's `__zoho_domain__` REST base - later receiving the
OAuth token on every Desk tool/webhook call. Gate the derivation on the strict
isZohoHost apex allowlist (which rejects that lookalike), extracted with
assertZohoUrl into a dependency-free host-allowlist module so the auth
token-exchange path validates hosts without pulling in the tool utilities. The
attachment and organizations routes now import the shared guard from there.

Also: formatInput now emits the normalized null trigger shape for an empty/
malformed event array instead of leaking a raw `[]` to downstream steps. Tests
cover the empty-array shape and the lookalike-host rejection.

* fix(zoho-desk): correct API field names, scopes, and host validation

Validation pass against Zoho's published Desk API surfaced six defects that
typecheck, lint, and the existing suite all passed over, because each one fails
silently against the live API rather than erroring.

Wire-name mismatches (Zoho ignores unknown keys, so all three were silent):
- update_ticket sent `customFields`; the ticket PATCH body names it `cf`.
  `customFields` exists only as a deprecated alias on other Desk resources and
  on the separate validate-field-updates endpoint, so updates reported success
  and applied nothing.
- ZOHO_DESK_TICKET_PROPERTIES and ZOHO_DESK_CONTACT_PROPERTIES advertised a
  `customFields` output; both resources return `cf`. The declared field always
  resolved undefined and the real one was undeclared.
- list_tickets sent `departmentId`; the query param is `departmentIds`, so the
  department filter was dropped and every department's tickets came back.

Content handling:
- deriveZohoContentText matched `contentType === 'html'`, but Zoho spells the
  discriminator per resource: comments use `html`, threads use the MIME form
  `text/html`. Every thread's `contentText` was therefore raw markup - the exact
  opposite of the field's purpose. Now normalized across both spellings,
  parameterized values, and casing, with regression tests.

Scopes (least privilege):
- Desk.tickets.ALL -> Desk.tickets.READ + Desk.tickets.UPDATE. No tool creates
  or deletes a ticket; ALL additionally granted ticket DELETE.
- Dropped Desk.search.READ (no search tool exists) and Desk.webhooks.READ /
  .UPDATE (the provider only creates and deletes), plus their orphaned
  SCOPE_DESCRIPTIONS entries.

Host validation - the webhook provider was the only token-carrying path not
anchored to the Zoho apex allowlist, including the JWKS fetch, where an
unrecognized host would have stood in as the JWT issuer:
- createSubscription, deleteSubscription, and verifyAuth now route their base
  through a shared allowlist check.
- getZohoDeskApiBase validates rather than trusting injection precedence.
- The organizations route uses secureFetchWithValidation with
  stripAuthOnRedirect, matching the attachment route it had diverged from.

Block and trigger:
- The trigger's department field is renamed `triggerDepartmentIds`; sharing the
  `departmentIds` id let a value typed as a list_tickets filter become the
  webhook subscription's filter when switching modes.
- `isPublic` no longer serializes onto all ten operations, matching the existing
  gating for `contentType`.
- from/limit reject negatives and fractions instead of forwarding them.
- update_ticket gains description, resolution, and classification (all already
  declared as outputs), and a departmentId input so a ticket can be moved.

Accuracy corrections to user-facing text, all against the published parameter
tables: `from` is 0-based (0-4999, default 0), not 1-based; per-endpoint limits
are tickets 1-100/10, comments 1-100/50, threads 1-200/100; sortBy lists Zoho's
actual allowed values; the two `include` sets genuinely differ per endpoint;
status and priority accept comma-separated lists.

Also: path IDs are trimmed via requireZohoDeskId so a pasted trailing space
fails with a clear message instead of a %20 404; comment `commenter` and thread
`status`/`isDescriptionThread`/`visibility`/`canReply` are now declared;
ZOHO_CLIENT_ID/SECRET added to the oauth test env; docs page gains a
MANUAL-CONTENT intro covering capabilities, the Professional-edition webhook
requirement, and the US-data-center limitation.

Not verified from documentation, needs a live account before merge:
- the OAuth scope for the attachment content sub-path (Zoho publishes none, and
  there is an unanswered SCOPE_MISMATCH report against it)
- 12 of the 17 offered webhook event ids (5 are confirmed); Ticket_Delete is
  documented but not offered
- the ticket `descriptionContentType` key, and the POST /api/v1/webhooks body
  shape, neither of which appears in any reachable Zoho reference

* chore(zoho-desk): regenerate tool metadata

The param and description corrections in the previous commit changed the
generated tool surface, so tool-metadata:check failed in CI. Regenerated;
the diff is two Zoho-only lines.

* fix(zoho-desk): stop posting null for untouched update_ticket fields

`filterUndefined` strips only `undefined`, but an untouched subBlock never
arrives as `undefined`: the workflow serializer initializes every subBlock value
to `null` (stores/workflows/utils.ts) and extractBlockParams writes those nulls
straight into tool params, with nothing between the serializer and request.body
filtering them.

Reproduced against the real serializer and block with only `status` set:

  basic     {"subject":null,"status":"Closed"}
  advanced  {"subject":null,"status":"Closed","priority":null,...,"cf":null}

`subject` leaks even in basic mode because it declares no `mode`, so
shouldSerializeSubBlock never drops it. Zoho documents subject as a writable
field, so every status-only edit either failed the PATCH or blanked the ticket's
subject; in advanced mode the whole update surface nulled out, including `cf`.

Two things hid this. The empty-PATCH guard was unreachable from the block (the
body always carried at least `subject`), and the existing test called buildBody
with fields *absent* rather than null - the shape the block never produces - so
it could not fail on the real path.

Replaces filterUndefined with a local omitUnset that drops undefined, null, and
'' (a cleared input means "leave unchanged", not "set to empty"). Adds three
tests using the real serializer shape, all verified to fail before the fix.

Also fixes the same null-blindness in the block's param mapping, where
Number(null) === 0 injected from=0 on every operation, and corrects the shared
limit placeholder, which claimed max 100 while list_threads allows 200.

* feat(zoho-desk): add Self Client service-account credential

Adds a second way to connect Zoho Desk, alongside the interactive OAuth flow: a
Zoho Self Client, pasted as client id + client secret + organization id. Built
on the existing client-credential-accounts framework rather than a new credential
path, so it behaves like the Zoom Server-to-Server and Box CCG accounts already
in the repo - a short-lived token minted on demand, no refresh token.

Two Zoho behaviors the generic framework does not cover:
- `scope` must be COMMA-separated on Zoho's token endpoint; a space-separated
  list is rejected as an invalid scope. The list comes from
  getCanonicalScopesForProvider('zoho-desk'), so the Self Client and the OAuth
  flow can never drift apart on scopes.
- Zoho reports OAuth failures in the JSON body, frequently with HTTP 200
  (e.g. {"error":"invalid_client"}), so the success body is inspected for an
  `error` field before the token is read - a status-only check would accept a
  failed mint.

deriveZohoDeskBaseFromApiDomain moves out of auth.ts into the dependency-free
host-allowlist module so the minter and the OAuth path share one derivation
instead of duplicating it, and the mint response's api_domain now flows through
to tools as `apiDomain` (the SA branch of the token route previously returned
none, so SA calls would have assumed desk.zoho.com).

Docs: hand-authored zoho-desk-service-account.mdx following the existing
*-service-account.mdx pages, registered in meta.json and in the generator's
keep-list so stale-page cleanup does not delete it.

Known limitation, documented in the descriptor helpText and the docs page:
webhook triggers still require an OAuth connection. Webhook provisioning resolves
credentials through getCredentialOwner/refreshAccessTokenIfNeeded, which is
OAuth-account-only for every provider in the repo - not a Zoho-specific gap.

Unverified from documentation, needs a live Zoho org before merge:
- the `ZohoDesk.` soid prefix. Zoho documents only the syntax
  {servicename}.{zsoid} with a single CRM example; no first-party doc states the
  Desk prefix. normalizeZohoDeskSoid passes through any value already containing
  a '.', so an operator can paste a corrected full soid without a code change.
- whether zsoid is the same identifier as the Desk orgId header value.
- whether the client-credentials endpoint accepts Desk.webhooks.CREATE/DELETE
  for a Self Client.
- whether the mint response populates api_domain for Desk (documented for CRM);
  if absent the derivation falls back to the US Desk host.

* fix(zoho-desk): derive descriptionText for ticket-shaped payloads

Cursor Bugbot: webhook ticket events reached workflows as raw HTML with no
plain-text sibling. `withDerivedContentText` only looked at `content` /
`contentType`, but ticket resources carry their body on `description` /
`descriptionContentType`, so trigger output disagreed with get_ticket.

The helper now derives both, which also removed two inconsistencies on the tool
side: get_ticket had its own inline copy of the derivation (now one shared
implementation that cannot drift), and update_ticket returned its PATCH response
raw despite the shared output map declaring descriptionText.

`descriptionContentType` remains the one field name unconfirmed in any Zoho
reference. It degrades safely - an absent key makes deriveZohoContentText return
the value unchanged, so descriptionText mirrors description rather than breaking,
exactly as get_ticket already behaved - and it is now one helper to correct if
Zoho names it differently.

* feat(zoho-desk): let the service account pick its data center

Zoho's accounts server is per region, and the integration pinned every call to
the US host. For the interactive OAuth flow that is currently unavoidable -
better-auth's authorize/token URLs are static per provider - but the service
account mints its own token, so the region can simply be chosen. This makes the
Self Client the only way a non-US Zoho org can connect.

Adds an optional `dataCenter` field to the client-credential framework. Optional
matters: ClientCredentialAccountFieldId and ClientCredentialAccountFields are
shared with Zoom, Box and Salesforce, whose descriptors and minters are
unchanged. Blank keeps the previous behavior (US), so existing credentials are
unaffected.

Only us/eu/in/au are offered - the four regions where both the accounts server
and the Desk REST host are confirmed. CA is deliberately absent: Zoho's accounts
docs say accounts.zohocloud.ca while Zoho's own Desk SDK says accounts.zoho.ca,
and the two cannot both be right. JP/SA/CN/UK lack a confirmed Desk host.

The Desk base is now derived from the selected region rather than inferred from
the mint response, which also removes a dependency on `api_domain` being
populated for Desk (Zoho documents it for CRM only). When `api_domain` IS present
and disagrees with the region, it wins - it is authoritative about where the
token actually works - and the mismatch is logged so a mis-selected region is
diagnosable. deriveZohoDeskBaseFromApiDomain gains a `try` variant returning
undefined so an untrusted api_domain can no longer masquerade as an authoritative
US answer and silently override a correct region.

A wrong region fails loudly rather than silently: the minter runs as verification
on both create and reconnect, so the credential is never persisted in a broken
state. Because Zoho reports it as `invalid_client` - a Self Client only exists on
its own region's accounts server - the operator hint for that code now names the
data center as a candidate cause.

Copy is scoped per path rather than blanket "US only": the OAuth service
description, trigger setup instructions, and the docs intro now say which path
each limitation applies to, and the service-account page documents the four
regions with a sign-in-domain to region-code table.

* fix(zoho-desk): strip ticket description HTML, classify body-reported refresh failures

Final validation pass findings.

descriptionText never stripped anything. It was gated on a
`descriptionContentType` discriminator that Zoho does not send: the Ticket_Add
webhook sample ships `"description": "<div>Description</div>"` with no such key,
and the ticket GET/PATCH response field lists have no content-type sibling
either. So get_ticket, update_ticket, and every webhook ticket payload emitted
descriptionText as a byte-identical copy of the raw HTML, while the declared
output promised stripped text.

The tests did not catch it because they fabricated the shape - both fixtures
constructed `descriptionContentType: 'html'`, a key Zoho never emits, proving the
branch works without proving it is ever taken. Ticket descriptions are HTML by
convention, so the strip is now unconditional (html-to-text is a near-identity on
genuinely plain text), an explicit descriptionContentType is still honored if
Zoho ever adds one, and the fixtures now use Zoho's real shape with no
content-type key anywhere.

A body-reported refresh failure was unclassified. Zoho answers a revoked refresh
token with HTTP 200 and `{"error":"invalid_client"}`; refreshOAuthToken only
checked `data.ok === false` (a Slack-ism), so the request fell through to the
"no access token" guard and returned no errorCode. isTerminalRefreshError could
therefore never recognize invalid_client as terminal, the credential was never
marked dead, and every later execution retried a refresh that cannot succeed -
with the user shown "No access token in refresh response" instead of a reconnect
prompt. The body is now classified before the status is trusted, matching what
the token exchange and the service-account mint already did. That guard also
stopped logging the whole response body, which carries live tokens on a partial
success.

Also: an unrecognized dataCenter now fails with a named error instead of quietly
resolving to US and surfacing as an opaque invalid_client (blank still means US);
the webhook JWKS cache is bounded, since its key derives from a providerConfig
field that SYSTEM_MANAGED_FIELDS protects from diffing but not from being
written; and the attachment `size` output no longer asserts bytes, a unit Zoho
documents as KB.

* feat(zoho-desk): canonical selectors and BlockMeta skills

The block picked its organization with an ad-hoc `combobox` + `fetchOptions`.
Only five blocks in the repo did that, and the other four are core blocks
(agent/credential/function/logs) - no other OAuth integration used it. Every
other resource a user has to identify was a bare short-input taking an opaque
numeric id.

Zoho Desk now uses the same machinery as the other 25 selector providers:
hooks/selectors/providers/zoho-desk/selectors.ts registered in the selector
registry, consumed from the block as basic selector + advanced manual input
sharing one canonicalParamId, for organization, update-ticket department, and
the list-tickets department filter. The trigger's org field moves to the same
selector. zoho-desk-org-options.ts is deleted rather than left beside the new
path, so blocks/ has zero fetchOptions usages outside the core blocks.

Wire params are unchanged (orgId, departmentId, departmentIds, assigneeId,
ticketId, contactId) - this is a UI change, not an API change.

The organizations route now resolves the credential server-side. It previously
had the browser fetch an access token and POST it back, which an earlier audit
flagged as the one place a Zoho token left the server; the new selector-credential
resolver keeps it server-side for both the OAuth and service-account credential
types and re-anchors every outbound host to the Zoho apex allowlist.

No agents selector: the endpoint is documented but its OAuth scope is not, and
the nearest evidence points at Desk.agents.READ, which we do not request. Adding
it would force every existing Zoho Desk user to reconnect for a convenience
field, so assigneeId stays a manual input until the scope can be confirmed
against a live org.

Adds the skills array BlockMeta was missing - 227 of 300 blocks declare one and
this did not. Seven skills, each grounded in a use case Zoho or the ecosystem
actually advertises (auto-triage, SLA escalation, digest, AI draft reply,
customer context, engineering handoff, knowledge-gap report) and each exercising
only tools in tools.access. CSAT surveys, ticket creation, dedup and keyword
search were deliberately left out: the integration has no tool for them, and a
skill implying an unsupported action is worse than a shorter list.

* feat(zoho-desk): agents selector and free-text trigger organization

Three improvements that were previously deferred only to avoid forcing existing
users to reconnect or orphaning saved workflows. This integration is unmerged and
has no users, so the constraint does not apply and the better option wins.

assigneeId was the last field still asking for an opaque numeric id. It is now a
canonical selector pair backed by a new zoho_desk.agents selector, which required
adding the Desk.agents.READ scope - the reason it was skipped before. Route
follows the departments one exactly: auth before parseRequest, host anchored to
the Zoho apex allowlist, secureFetchWithValidation with stripAuthOnRedirect, and
a page drain capped at 20 pages with 204 treated as end-of-list.

Scope caveat: Zoho publishes no explicit scope line for the list-all
GET /api/v1/agents. Every other endpoint in the Agents module documents
Desk.agents.READ (get by id, get by email, roles/{id}/agents), and it is the only
agents-module scope Zoho defines, so that is the basis. Inference across a module
rather than a direct quote - worth one live call before merge, same as the
existing attachment-scope note.

The trigger regained free-text organization entry, lost when the org field became
a selector. The earlier concern - that a manual value would land under its raw
subBlock id and never reach the provider - turned out not to hold: buildProviderConfig
already collapses canonical pairs and writes the active member under the canonical
key. The real gap is narrower and does exist: when canonicalModes pins the group
to basic while only the manual field has a value, the collapse deletes the
canonical key even though the required-field check passes, so the deploy succeeds
and then fails at subscription time. resolveConfigOrgId closes that, with a test.

The block/trigger `orgId` id overlap stays shared, now with a comment. Two earlier
audits disagreed; renaming turns out to be the wrong call. buildCanonicalIndex has
an explicit guard for trigger-mode reuse and blocks.test.ts codifies it as a valid
pattern, orgId means the same portal in both modes (unlike departmentIds, which is
correctly distinct), and a separate triggerManualOrgId would put two advanced
members in one canonical group - getCanonicalValues takes the first non-empty, so
a stale tool-mode value could silently supply the trigger's organization.

* fix(zoho-desk): make the attachment cap reachable, unbreak selector paging

Final audit round.

The 50 MB attachment ceiling could never be hit. This route returns the file as
base64 inside its JSON body, and the executor reads internal tool responses
through readToolResponseBody, capped at 10 MB. Base64 inflates 4/3, so ~7.5 MB
of raw bytes is the real ceiling - and the old limit meant a larger attachment
was downloaded, encoded and serialized in full (peaking near 250 MB of live
allocation, with nothing bounding concurrent downloads) purely to be rejected
afterwards. The cap is now the reachable size, so the limit enforces itself while
the bytes are still streaming, and an overflow returns 413 with the actual
ceiling instead of a generic 500. Raising it properly means uploading in the
route and returning a file reference, as the WhatsApp media route does - not a
bigger constant.

Selector paging assumed a 0-based `from`. Zoho's docs contradict themselves:
the pagination section says "range 0-4999, default 0" while the listing examples
read as 1-based ("from=5 and limit=50 retrieves records 5 to 54"). Under the
1-based reading, stepping by exactly the page size re-fetches the boundary record
and the dropdown shows a duplicate per page. Rather than pick a base that cannot
be confirmed without a live tenant, the department and agent drains dedupe by id,
which is correct under either reading.

The organization list was unpaginated, and Zoho's listing APIs default to ten per
page. An account with more accessible portals silently got a truncated dropdown,
and since every other selector and every tool call is gated on orgId, a missing
portal was unreachable except through the advanced manual field. Both the
selector route and list_organizations now request the documented maximum.

Docs: regenerated so the trigger table includes manualOrgId, and two
service-account claims are hedged to match what the code already says it cannot
verify - that zsoid equals the Desk orgId header value, and that every tool works
under the requested scopes (Zoho publishes no scope for the attachment content
sub-path).

Also: status and priority move out of advanced mode - they are the fields most
often changed on a ticket update; the custom-fields wand prompt now ends with the
required "Return ONLY" clause; and the shared-orgId rationale comment cites the
mechanism that actually applies (buildCanonicalIndex dedupe plus the first-non-
empty rule in getCanonicalValues) rather than a blocks.test.ts branch that never
evaluates this pair.

* fix(zoho-desk): five-audit round - serializer trigger-advanced leak, scopes, paging

Five independent audits (OAuth/scopes, tools-vs-docs, block/selectors,
blast-radius, /validate-trigger). Findings, most severe first.

A trigger-mode field was a live tool-mode required param. `shouldSerializeSubBlock`
excluded `mode: 'trigger'` but not `'trigger-advanced'`, so the trigger's required
`manualOrgId` validated on every tool operation. Reproduced against the real
serializer: with the Organization field pinned to advanced, running
List Organizations failed with "Missing required fields: Organization ID" - a
field that operation does not even render, and which the user could not clear
without switching operations. Fixed in the serializer rather than locally,
because the Google Sheets/Drive/Calendar pollers have the identical shape.

`limit=200` on /organizations was an undocumented parameter I added by
extrapolating from /departments and /agents. Zoho documents NO parameters for
that endpoint and its sample is a bare GET; the other siblings cap at 100 and
Zoho answers out-of-range with 422. Since orgId gates every tool and both other
selectors, a 422 there would have made the whole integration unreachable. Reverted
to Zoho's documented shape.

`descriptionText` was HTML-stripping plain text. The previous round made the strip
unconditional after finding Zoho sends no `descriptionContentType`, but Zoho's REST
samples show plain descriptions while only the webhook payload is HTML - and the
webhook path runs this over contact/account/department bodies too. html-to-text is
not identity on plain text: it decodes entities and deletes tag-shaped content
("a < b > c", XML snippets). Now sniffs for markup first.

`omitUnset` made every documented field-clear impossible. Zoho's own PATCH sample
uses `"classification": ""` and `"productId": ""` to clear. Dropping `''` meant no
scalar field could be cleared. Now drops only undefined/null - the serializer-null
case it was written for - and forwards `''`.

status/priority leaked between operations. One shared subBlock served both the
list_tickets filter and the update_ticket value, and subBlock values survive an
operation switch, so a filter of "Open,On Hold" could be PATCHed onto a ticket and
an update value could silently filter a later list. Split per operation.

Auth: `invalid_code` added to TERMINAL_ERRORS - it is Zoho's code for a revoked
refresh token, so without it the previous round's refresh fix never actually
dead-flagged the credential it was written for. The shared refresh body-error
branch now also requires `!data.access_token`, so no provider can have a
successful refresh misclassified. The token route now uses the validating
`extractZohoDeskBaseFromScope` instead of a private regex with no https/allowlist
check - that value is injected into every tool call. Scope list falls back to the
requested scopes when Zoho omits `scope`, which would otherwise flag every
credential as needing reconnect. The Self Client mint no longer sends
`aaaserver.profile.READ`, a scope that grant never uses.

Trigger: `includePrevState` now set for every *_Update event, not just tickets -
it defaults to false, so prevState was permanently null for contact/agent/task/
article updates while the trigger advertised it. `departmentIds` is only sent for
events Zoho documents as accepting it, and the field is conditioned accordingly.
Empty filters serialize as `null`, matching Zoho's examples, rather than `{}`.
JWKS fetch bounded to 1.5s - jose's default is 5000ms, exactly Zoho's whole
delivery deadline, and Zoho publishes no retry. The create-time validation POST
fallback is now matched by the pending-verification probe. Ticket_Delete added.

All 17 webhook event ids, the POST /api/v1/webhooks body contract, and the JWT
claim/JWKS specifics are now confirmed verbatim against Zoho's webhook
documentation - previously 12 of 17 events and the entire subscription contract
were unverified.

* revert(zoho-desk): back out both shared lib/oauth changes

Reverting two changes to shared OAuth code because their premise is inferred
rather than proven, and neither meets the bar for touching a path every provider
runs.

`refreshOAuthToken` body-error branch. The premise was that Zoho reports refresh
failures with HTTP 200 and an `error` body. That is documented and empirically
confirmed for the authorization-code EXCHANGE (see the comment on getToken in
auth.ts), but I never confirmed it for the REFRESH grant specifically - and if
Zoho returns a proper 4xx there, the existing `!response.ok` path already
classifies it via extractErrorCode, making the branch dead code that every one
of the ~34 providers still executes on each refresh. A shared branch whose only
justification is an unverified inference about one provider is not worth its
blast radius.

`invalid_code` in TERMINAL_ERRORS. Same problem, worse downside: the code is
sourced from a Zoho community post rather than official docs, TERMINAL_ERRORS is
consulted for every provider, and a false positive marks a credential dead for an
hour. Not adding it simply preserves today's behavior (retry rather than
dead-flag), so reverting costs nothing that was previously working.

Both are cheap to reinstate, correctly scoped, once a live Zoho account shows
what a revoked refresh token actually returns.

Kept: the token-redaction on the "no access token" warn, which is an unambiguous
improvement independent of Zoho.

Also kept, deliberately, is the serializer `trigger-advanced` exclusion - that one
rests on a reproduced bug rather than an inference, and it aligns the serializer
with the convention the rest of the codebase already follows (blocks.test.ts
treats `trigger` and `trigger-advanced` identically in six places, as does the
copilot block-metadata tool, and blocks/types.ts documents trigger-advanced as
"the advanced side of a trigger field").

* fix(zoho-desk): carry the stored data center through a credential reconnect

A reconnect rebuilds the service-account secret blob from the submitted fields
only, and the connect modal never prefills - correctly, since for every other
field in this family the stored value is a secret the admin must retype. The
data center is the first non-secret member of that set, so it was being silently
dropped: rotating a client secret on an EU/IN/AU credential moved it back to the
US accounts server, where the next mint fails with an opaque invalid_client.

performUpdateCredential now reads the stored dataCenter out of the existing blob
when the caller does not supply one. The read is failure-tolerant - an
undecryptable or unparseable blob yields undefined rather than throwing, so it
can never block a reconnect, and the provider default applies as before.

Raised independently by three reviewers; I twice argued it was acceptable because
the mint fails loudly rather than corrupting silently. That was true and beside
the point - the operator still had to guess why.

* fix(zoho-desk): delta-audit findings - prevState scope, status leak, HTML sniffer

An audit of the commits the earlier five audits never saw. All four findings are
in code written as fixes for those audits, which is where this branch has
repeatedly introduced new problems.

`includePrevState` was sent for Ticket_Comment_Update. The previous commit gated
it on an `_Update` suffix and claimed Zoho supports it on every update event.
Zoho's webhook doc lists the attribute on Ticket/Contact/Agent/Task/Article update
events but NOT on Ticket_Comment_Update, which documents only `departmentIds`.
That made it an undocumented filter key on a live subscription create - the same
class of risk the same commit reverted `limit=200` for, so it failed that commit's
own stated bar. Now an explicit set rather than a suffix rule.

The status/priority split did not stop the leak it was written for. The mapping
used `operation === 'list_tickets' ? filterValue : updateValue`, whose bare else
covers all eight other operations - so a stale Update Ticket status was forwarded
into get_ticket, list_comments and the rest. Harmless on the wire (those tools
ignore it) but exactly the stale-value pattern the neighbouring gates exist to
prevent. Both fields are now scoped to the two operations that declare them.

The HTML sniffer destroyed plain text. `/<[a-z!\/][^>]*>/` fires on any `<`
followed by a letter with a later `>`, so realistic ticket bodies lost content:
"if x<y then z>0" became "if x0", and "replace <username> with the real name"
lost the placeholder. It now requires a real element - a paired tag, a
self-closing tag, a comment/doctype - or an entity, and the entity arm covers hex
references it previously missed. Regression tests verified by reverting to the
loose pattern and watching them go red.

The reconnect data-center carry-forward is scoped to client-credential providers.
As written it added a DB read plus a decrypt to every service-account reconnect
for every provider - Slack, Atlassian, all token-paste providers - to carry a
field only Zoho has.

Also: the JWKS cache-bound TSDoc had been orphaned onto the wrong constant by an
earlier insertion, and `cooldownDuration` was dropped since it restated jose's
default while only `timeoutDuration` needed justifying.

* test(zoho-desk): cover the webhook subscription filter rules

The subscription filter logic had no test coverage at all, and it is where the
last two rounds both found bugs - includePrevState on an event Zoho does not
document it for, and departmentIds sent to events that accept no filters.

Adds six cases against the real createSubscription: includePrevState is set for
each of the five documented update events and NOT for Ticket_Comment_Update,
departmentIds is kept for a filterable event and dropped for one that is not, and
an event with no filters serializes as null rather than an empty object.

Verified the guard bites: reverting PREV_STATE_EVENTS to the `endsWith('_Update')`
rule turns the Ticket_Comment_Update case red.

The Ticket_Comment_Update assertion checks the with-departments case as well as
the bare one - asserting only `not.toHaveProperty` on the bare filter would pass
vacuously, since that filter is legitimately null.

---------

Co-authored-by: Waleed Latif <walif6@gmail.com>
---
 apps/docs/components/icons.tsx                | 180 ++++-
 apps/docs/components/ui/icon-mapping.ts       |   2 +
 .../content/docs/en/integrations/meta.json    |   2 +
 .../zoho-desk-service-account.mdx             | 162 ++++
 .../docs/en/integrations/zoho_desk.mdx        | 515 +++++++++++++
 apps/sim/app/api/auth/oauth/token/route.ts    |  29 +
 apps/sim/app/api/auth/oauth/utils.ts          |  21 +-
 apps/sim/app/api/credentials/[id]/route.ts    |   1 +
 apps/sim/app/api/credentials/route.ts         |   2 +
 .../app/api/tools/zoho_desk/agents/route.ts   | 147 ++++
 .../api/tools/zoho_desk/attachment/route.ts   | 143 ++++
 .../api/tools/zoho_desk/departments/route.ts  | 136 ++++
 .../tools/zoho_desk/organizations/route.ts    | 109 +++
 .../tools/zoho_desk/selector-credential.ts    |  95 +++
 .../client-credential-account-modal.tsx       |  25 +-
 apps/sim/blocks/blocks/zoho-desk.ts           | 707 ++++++++++++++++++
 apps/sim/blocks/registry-maps.ts              |   3 +
 apps/sim/components/icons.tsx                 |  17 +
 apps/sim/hooks/queries/credentials.ts         |   1 +
 apps/sim/hooks/selectors/helpers.ts           |   2 +
 .../providers/zoho-desk/selectors.test.ts     | 188 +++++
 .../providers/zoho-desk/selectors.ts          |  96 +++
 apps/sim/hooks/selectors/registry.ts          |   2 +
 apps/sim/hooks/selectors/types.ts             |   5 +
 apps/sim/lib/api/contracts/credentials.ts     |   6 +-
 .../lib/api/contracts/oauth-connections.ts    |   2 +
 apps/sim/lib/api/contracts/selectors/index.ts |   9 +
 apps/sim/lib/api/contracts/selectors/oauth.ts |   1 +
 .../lib/api/contracts/selectors/zoho-desk.ts  |  42 ++
 apps/sim/lib/api/contracts/tools/zoho-desk.ts |  43 ++
 apps/sim/lib/auth/auth.ts                     | 156 ++++
 apps/sim/lib/core/config/env.ts               |   2 +
 .../client-credential-accounts/descriptors.ts | 146 +++-
 .../minters/zoho-desk.test.ts                 | 420 +++++++++++
 .../minters/zoho-desk.ts                      | 274 +++++++
 .../client-credential-accounts/server.ts      |  22 +-
 .../lib/credentials/orchestration/index.ts    |  47 +-
 .../lib/credentials/service-account-fields.ts |   1 +
 .../lib/credentials/service-account-secret.ts |  10 +-
 .../integrations/credential-display.test.ts   |   1 +
 apps/sim/lib/integrations/icon-mapping.ts     |   2 +
 apps/sim/lib/integrations/integrations.json   |  66 ++
 apps/sim/lib/oauth/oauth.test.ts              |   2 +
 apps/sim/lib/oauth/oauth.ts                   |  65 +-
 apps/sim/lib/oauth/types.ts                   |   2 +
 apps/sim/lib/oauth/utils.ts                   |   9 +
 apps/sim/lib/webhooks/deploy.ts               |  11 +-
 apps/sim/lib/webhooks/pending-verification.ts |  12 +
 .../lib/webhooks/provider-subscriptions.ts    |   4 +
 apps/sim/lib/webhooks/providers/registry.ts   |   2 +
 .../lib/webhooks/providers/zoho-desk.test.ts  | 456 +++++++++++
 apps/sim/lib/webhooks/providers/zoho-desk.ts  | 522 +++++++++++++
 apps/sim/lib/workflows/subblocks/context.ts   |   1 +
 apps/sim/serializer/index.ts                  |   7 +-
 apps/sim/tools/generated/tool-ids.ts          |   2 +-
 apps/sim/tools/generated/tool-metadata.ts     |   2 +-
 apps/sim/tools/generated/tool-outputs.ts      |   2 +-
 apps/sim/tools/index.ts                       |   3 +
 apps/sim/tools/registry.ts                    |  22 +
 apps/sim/tools/zoho_desk/add_comment.ts       |  98 +++
 apps/sim/tools/zoho_desk/get_attachment.ts    |  73 ++
 apps/sim/tools/zoho_desk/get_contact.ts       |  73 ++
 apps/sim/tools/zoho_desk/get_thread.ts        |  76 ++
 apps/sim/tools/zoho_desk/get_ticket.ts        |  84 +++
 apps/sim/tools/zoho_desk/host-allowlist.ts    | 136 ++++
 apps/sim/tools/zoho_desk/index.ts             |  10 +
 apps/sim/tools/zoho_desk/list_comments.ts     |  93 +++
 .../sim/tools/zoho_desk/list_organizations.ts |  77 ++
 apps/sim/tools/zoho_desk/list_threads.ts      |  94 +++
 apps/sim/tools/zoho_desk/list_tickets.ts      | 129 ++++
 apps/sim/tools/zoho_desk/types.ts             | 329 ++++++++
 .../sim/tools/zoho_desk/update_ticket.test.ts |  63 ++
 apps/sim/tools/zoho_desk/update_ticket.ts     | 202 +++++
 apps/sim/tools/zoho_desk/utils.test.ts        | 347 +++++++++
 apps/sim/tools/zoho_desk/utils.ts             | 216 ++++++
 apps/sim/triggers/registry.ts                 |   2 +
 apps/sim/triggers/zoho_desk/index.ts          |   1 +
 apps/sim/triggers/zoho_desk/webhook.ts        | 197 +++++
 scripts/check-api-validation-contracts.ts     |   4 +-
 scripts/generate-docs.ts                      |   1 +
 80 files changed, 7242 insertions(+), 27 deletions(-)
 create mode 100644 apps/docs/content/docs/en/integrations/zoho-desk-service-account.mdx
 create mode 100644 apps/docs/content/docs/en/integrations/zoho_desk.mdx
 create mode 100644 apps/sim/app/api/tools/zoho_desk/agents/route.ts
 create mode 100644 apps/sim/app/api/tools/zoho_desk/attachment/route.ts
 create mode 100644 apps/sim/app/api/tools/zoho_desk/departments/route.ts
 create mode 100644 apps/sim/app/api/tools/zoho_desk/organizations/route.ts
 create mode 100644 apps/sim/app/api/tools/zoho_desk/selector-credential.ts
 create mode 100644 apps/sim/blocks/blocks/zoho-desk.ts
 create mode 100644 apps/sim/hooks/selectors/providers/zoho-desk/selectors.test.ts
 create mode 100644 apps/sim/hooks/selectors/providers/zoho-desk/selectors.ts
 create mode 100644 apps/sim/lib/api/contracts/selectors/zoho-desk.ts
 create mode 100644 apps/sim/lib/api/contracts/tools/zoho-desk.ts
 create mode 100644 apps/sim/lib/credentials/client-credential-accounts/minters/zoho-desk.test.ts
 create mode 100644 apps/sim/lib/credentials/client-credential-accounts/minters/zoho-desk.ts
 create mode 100644 apps/sim/lib/webhooks/providers/zoho-desk.test.ts
 create mode 100644 apps/sim/lib/webhooks/providers/zoho-desk.ts
 create mode 100644 apps/sim/tools/zoho_desk/add_comment.ts
 create mode 100644 apps/sim/tools/zoho_desk/get_attachment.ts
 create mode 100644 apps/sim/tools/zoho_desk/get_contact.ts
 create mode 100644 apps/sim/tools/zoho_desk/get_thread.ts
 create mode 100644 apps/sim/tools/zoho_desk/get_ticket.ts
 create mode 100644 apps/sim/tools/zoho_desk/host-allowlist.ts
 create mode 100644 apps/sim/tools/zoho_desk/index.ts
 create mode 100644 apps/sim/tools/zoho_desk/list_comments.ts
 create mode 100644 apps/sim/tools/zoho_desk/list_organizations.ts
 create mode 100644 apps/sim/tools/zoho_desk/list_threads.ts
 create mode 100644 apps/sim/tools/zoho_desk/list_tickets.ts
 create mode 100644 apps/sim/tools/zoho_desk/types.ts
 create mode 100644 apps/sim/tools/zoho_desk/update_ticket.test.ts
 create mode 100644 apps/sim/tools/zoho_desk/update_ticket.ts
 create mode 100644 apps/sim/tools/zoho_desk/utils.test.ts
 create mode 100644 apps/sim/tools/zoho_desk/utils.ts
 create mode 100644 apps/sim/triggers/zoho_desk/index.ts
 create mode 100644 apps/sim/triggers/zoho_desk/webhook.ts

diff --git a/apps/docs/components/icons.tsx b/apps/docs/components/icons.tsx
index c9a4b553dc1..7b121cbc3a0 100644
--- a/apps/docs/components/icons.tsx
+++ b/apps/docs/components/icons.tsx
@@ -2221,21 +2221,108 @@ export function EyeIcon(props: SVGProps<SVGSVGElement>) {
   )
 }
 
+/**
+ * Corporate Atlassian mark, used for family-wide Atlassian credentials — one
+ * API token authenticates Jira, Jira Service Management, and Confluence, so no
+ * single product mark represents it. Individual products keep their own icons.
+ */
+export function AtlassianIcon(props: SVGProps<SVGSVGElement>) {
+  const id = useId()
+  const gradientId = `atlassian_gradient_${id}`
+
+  return (
+    <svg
+      {...props}
+      width='24'
+      height='24'
+      /*
+       * The mark's artwork spans ~66 units; the box is padded to 84.5 so it
+       * fills ~78% of its viewBox, matching the inset Atlassian ships on the
+       * Jira and Confluence marks (artwork 16→116 inside 128). Without the
+       * padding this renders ~30% heavier than its siblings in the same tile.
+       */
+      viewBox='-9.2 -8.9 84.5 84.5'
+      focusable='false'
+      fill='none'
+      aria-hidden='true'
+      xmlns='http://www.w3.org/2000/svg'
+    >
+      <defs>
+        <linearGradient
+          id={gradientId}
+          gradientUnits='userSpaceOnUse'
+          x1='28.536019'
+          y1='35.528544'
+          x2='11.406018'
+          y2='65.208544'
+        >
+          <stop offset='0' stopColor='#0052cc' />
+          <stop offset='0.92' stopColor='#2684ff' />
+        </linearGradient>
+      </defs>
+      <path
+        fill={`url(#${gradientId})`}
+        d='m 19.636018,30.518546 a 1.88,1.88 0 0 0 -3.2,0.35 l -16.2299998,32.46 a 1.94,1.94 0 0 0 1.73,2.81 H 24.536018 a 1.87,1.87 0 0 0 1.74,-1.1 c 4.87,-10 1.92,-25.37 -6.64,-34.52 z'
+      />
+      <path
+        fill='#2684ff'
+        d='m 31.546018,1.038546 a 42.81,42.81 0 0 0 -2.5,42.27 l 10.95,21.73 a 1.94,1.94 0 0 0 1.73,1.08 h 22.6 a 2,2 0 0 0 1.67,-2.79 l -31.15,-62.29 a 1.83,1.83 0 0 0 -3.3,0 z'
+      />
+    </svg>
+  )
+}
+
 export function ConfluenceIcon(props: SVGProps<SVGSVGElement>) {
+  const id = useId()
+  const topGradientId = `confluence_top_${id}`
+  const bottomGradientId = `confluence_bottom_${id}`
+
   return (
     <svg
       {...props}
       width='24'
       height='24'
-      viewBox='0 3 21 24'
+      viewBox='0 0 128 128'
       focusable='false'
       fill='none'
       aria-hidden='true'
       xmlns='http://www.w3.org/2000/svg'
     >
+      <defs>
+        <linearGradient
+          id={bottomGradientId}
+          gradientUnits='userSpaceOnUse'
+          x1='26.791'
+          y1='28.467'
+          x2='11.792'
+          y2='19.855'
+          gradientTransform='scale(4)'
+        >
+          <stop offset='0' stopColor='#0052cc' />
+          <stop offset='0.918' stopColor='#2380fb' />
+          <stop offset='1' stopColor='#2684ff' />
+        </linearGradient>
+        <linearGradient
+          id={topGradientId}
+          gradientUnits='userSpaceOnUse'
+          x1='5.209'
+          y1='2.523'
+          x2='20.208'
+          y2='11.136'
+          gradientTransform='scale(4)'
+        >
+          <stop offset='0' stopColor='#0052cc' />
+          <stop offset='0.918' stopColor='#2380fb' />
+          <stop offset='1' stopColor='#2684ff' />
+        </linearGradient>
+      </defs>
+      <path
+        fill={`url(#${bottomGradientId})`}
+        d='M19.492 86.227a249.047 249.047 0 00-3.047 4.933c-.867 1.45-.433 3.336 1.016 4.207l19.863 12.188c1.45.87 3.332.433 4.203-1.016a139.349 139.349 0 012.899-4.934c7.832-12.91 15.804-11.46 30.011-4.64l19.72 9.281c1.593.727 3.335 0 4.058-1.45l9.426-21.323c.722-1.453 0-3.336-1.454-4.063-4.203-1.887-12.464-5.805-19.714-9.43-26.82-12.914-49.586-12.043-66.98 16.247zm0 0'
+      />
       <path
-        fill='#1868DB'
-        d='M20.6 20.23c-6.58-3.18-8.51-3.66-11.28-3.66-3.25 0-6.03 1.36-8.51 5.16l-.407.62c-.333.51-.407.7-.407.92s.111.4.518.66l4.18 2.6c.221.15.406.22.59.22.22 0 .37-.11.59-.44l.666-1.02c1.03-1.57 1.96-2.09 3.14-2.09 1.03 0 2.26.293 3.77 1.02l4.37 2.05c.444.22.93.11 1.15-.403l2.07-4.54c.222-.512.07-.842-.444-1.1M1.41 12.22c6.58 3.18 8.51 3.66 11.28 3.66 3.26 0 6.03-1.35 8.51-5.16l.407-.622c.332-.512.41-.695.41-.915s-.11-.402-.518-.658L17.31 5.93c-.222-.147-.407-.22-.592-.22-.222 0-.37.11-.592.44l-.665 1.02c-1.04 1.57-1.96 2.09-3.14 2.09-1.04 0-2.26-.293-3.77-1.02L4.18 6.18c-.444-.22-.925-.11-1.15.402L.962 11.12c-.222.51-.74.84.444 1.1'
+        fill={`url(#${topGradientId})`}
+        d='M108.508 37.773a249.047 249.047 0 003.047-4.933c.87-1.45.433-3.336-1.016-4.207L90.676 16.445c-1.45-.87-3.332-.433-4.203 1.016a133.55 133.55 0 01-2.899 4.934c-7.832 12.91-15.804 11.46-30.011 4.64l-19.72-9.281c-1.593-.727-3.331 0-4.058 1.45l-9.422 21.323c-.726 1.453 0 3.34 1.45 4.063 4.203 1.887 12.468 5.805 19.714 9.43 26.825 12.77 49.586 12.042 66.98-16.247zm0 0'
       />
     </svg>
   )
@@ -2768,19 +2855,58 @@ export function LinkupIcon(props: SVGProps<SVGSVGElement>) {
 }
 
 export function JiraIcon(props: SVGProps<SVGSVGElement>) {
+  const id = useId()
+  const middleGradientId = `jira_middle_${id}`
+  const bottomGradientId = `jira_bottom_${id}`
+
   return (
     <svg
       {...props}
       xmlns='http://www.w3.org/2000/svg'
-      viewBox='0 0 30 30'
+      viewBox='0 0 128 128'
       width='24'
       height='24'
       focusable='false'
+      fill='none'
       aria-hidden='true'
     >
+      <defs>
+        <linearGradient
+          id={middleGradientId}
+          gradientUnits='userSpaceOnUse'
+          x1='22.034'
+          y1='9.773'
+          x2='17.118'
+          y2='14.842'
+          gradientTransform='scale(4)'
+        >
+          <stop offset='0.176' stopColor='#0052cc' />
+          <stop offset='1' stopColor='#2684ff' />
+        </linearGradient>
+        <linearGradient
+          id={bottomGradientId}
+          gradientUnits='userSpaceOnUse'
+          x1='16.641'
+          y1='15.564'
+          x2='10.957'
+          y2='21.094'
+          gradientTransform='scale(4)'
+        >
+          <stop offset='0.176' stopColor='#0052cc' />
+          <stop offset='1' stopColor='#2684ff' />
+        </linearGradient>
+      </defs>
       <path
-        fill='#1868DB'
-        d='M11.03 21.99h-2.22c-3.35 0-5.75-2.05-5.75-5.05h11.93c.619 0 1.02.44 1.02 1.06v12.01c-2.98 0-4.98-2.42-4.98-5.78zm5.89-5.97h-2.22c-3.35 0-5.75-2.01-5.75-5.01h11.93c.618 0 1.06.402 1.06 1.02V24.04c-2.98 0-5.02-2.42-5.02-5.78zm5.93-5.93h-2.22c-3.35 0-5.75-2.05-5.75-5.05h11.93c.618 0 1.02.439 1.02 1.02v12.01c-2.98 0-4.98-2.42-4.98-5.78z'
+        fill='#2684ff'
+        d='M108.023 16H61.805c0 11.52 9.324 20.848 20.847 20.848h8.5v8.226c0 11.52 9.328 20.848 20.848 20.848V19.977A3.98 3.98 0 00108.023 16zm0 0'
+      />
+      <path
+        fill={`url(#${middleGradientId})`}
+        d='M85.121 39.04H38.902c0 11.519 9.325 20.847 20.844 20.847h8.504v8.226c0 11.52 9.328 20.848 20.848 20.848V43.016a3.983 3.983 0 00-3.977-3.977zm0 0'
+      />
+      <path
+        fill={`url(#${bottomGradientId})`}
+        d='M62.219 62.078H16c0 11.524 9.324 20.848 20.848 20.848h8.5v8.23c0 11.52 9.328 20.844 20.847 20.844V66.059a3.984 3.984 0 00-3.976-3.98zm0 0'
       />
     </svg>
   )
@@ -7558,6 +7684,31 @@ export function SixtyfourIcon(props: SVGProps<SVGSVGElement>) {
   )
 }
 
+/**
+ * The "sim" brand wordmark (v1.0 brand guide simLogotype paths — the same mark
+ * the navbar/login header renders), inked with the theme-adaptive
+ * `--text-body`. Used as the icon for the Auto model option; the wide viewBox
+ * letterboxes itself inside square icon slots.
+ */
+export function SimAutoIcon(props: SVGProps<SVGSVGElement>) {
+  return (
+    <svg
+      {...props}
+      viewBox='0 0 441 212'
+      fill='none'
+      xmlns='http://www.w3.org/2000/svg'
+      aria-hidden='true'
+    >
+      <g fill='var(--text-body)'>
+        <path d='M0 160.9H29.51C29.51 169.08 32.46 175.61 38.37 180.48C44.27 185.12 52.25 187.44 62.31 187.44C73.24 187.44 81.65 185.34 87.56 181.14C93.46 176.71 96.41 170.85 96.41 163.55C96.41 158.24 94.77 153.82 91.49 150.28C88.43 146.74 82.75 143.86 74.44 141.65L46.24 135.01C32.03 131.47 21.42 126.05 14.43 118.75C7.65 111.45 4.26 101.83 4.26 89.88C4.26 79.93 6.78 71.3 11.81 64C17.05 56.7 24.16 51.06 33.12 47.08C42.3 43.09 52.8 41.1 64.6 41.1C76.41 41.1 86.57 43.2 95.1 47.41C103.84 51.61 110.62 57.47 115.43 64.99C120.46 72.52 123.08 81.48 123.3 91.87H93.79C93.57 83.47 90.84 76.94 85.59 72.3C80.34 67.65 73.02 65.33 63.62 65.33C54 65.33 46.57 67.43 41.32 71.63C36.07 75.83 33.45 81.59 33.45 88.89C33.45 99.73 41.32 107.14 57.06 111.12L85.26 118.09C98.81 121.19 108.98 126.28 115.76 133.35C122.53 140.21 125.92 149.61 125.92 161.56C125.92 171.74 123.19 180.7 117.73 188.44C112.26 195.96 104.72 201.82 95.1 206.03C85.7 210.01 74.55 212 61.65 212C42.85 212 27.87 207.35 16.72 198.06C5.57 188.77 0 176.38 0 160.9Z' />
+        <path d='M232.8 212H202.13L202.13 49.76H229.54V77.39C232.8 68.34 239.11 60.66 247.81 54.7C256.73 48.52 267.5 45.43 280.12 45.43C294.26 45.43 306.01 49.29 315.36 57.02C324.72 64.75 330.81 75.01 333.64 87.82H328.09C330.27 75.01 336.25 64.75 346.04 57.02C355.83 49.29 367.9 45.43 382.26 45.43C400.54 45.43 414.89 50.84 425.34 61.66C435.78 72.47 441 87.26 441 106.03V212H410.98V113.65C410.98 100.84 407.71 91.02 401.19 84.17C394.88 77.11 386.29 73.58 375.41 73.58C367.79 73.58 361.05 75.34 355.17 78.88C349.52 82.19 345.06 87.04 341.8 93.45C338.53 99.85 336.9 107.36 336.9 115.97V212H306.55V113.32C306.55 100.51 303.4 90.8 297.09 84.17C290.78 77.33 282.19 73.91 271.31 73.91C263.69 73.91 256.95 75.67 251.08 79.21C245.42 82.52 240.96 87.38 237.7 93.78C234.43 99.96 232.8 107.36 232.8 115.97V212Z' />
+        <path d='M184.83 20.55C184.83 31.9 175.64 41.1 164.29 41.1C152.95 41.1 143.76 31.9 143.76 20.55C143.76 9.2 152.95 0 164.29 0C175.64 0 184.83 9.2 184.83 20.55Z' />
+        <path d='M179.43 212H149.16V49.76C153.76 51.91 158.88 53.12 164.29 53.12C169.7 53.12 174.83 51.91 179.43 49.76V212Z' />
+      </g>
+    </svg>
+  )
+}
+
 export function SimTriggerIcon(props: SVGProps<SVGSVGElement>) {
   return (
     <svg
@@ -8776,3 +8927,20 @@ export function LogfireIcon(props: SVGProps<SVGSVGElement>) {
     </svg>
   )
 }
+
+export function ZohoDeskIcon(props: SVGProps<SVGSVGElement>) {
+  return (
+    <svg
+      {...props}
+      viewBox='0 0 24 24'
+      fill='none'
+      xmlns='http://www.w3.org/2000/svg'
+      aria-hidden='true'
+    >
+      <path
+        d='M12 2.75c-4.28 0-7.75 3.47-7.75 7.75v3.1A2.6 2.6 0 0 0 3 16.35v1.3A2.6 2.6 0 0 0 5.6 20.25h1.15a.9.9 0 0 0 .9-.9v-4.9a.9.9 0 0 0-.9-.9H6.05v-2.15a5.95 5.95 0 0 1 11.9 0v2.15h-.7a.9.9 0 0 0-.9.9v4.9c0 .17.05.33.13.47-.5.6-1.24.98-2.08.98h-1.02a1.4 1.4 0 0 0-1.31-.9h-1a1.4 1.4 0 0 0 0 2.8h1a1.4 1.4 0 0 0 1.31-.9h1.02c2.06 0 3.74-1.63 3.83-3.67a2.6 2.6 0 0 0 1.44-2.33v-1.3a2.6 2.6 0 0 0-1.25-2.22v-3.1c0-4.28-3.47-7.75-7.75-7.75Z'
+        fill='currentColor'
+      />
+    </svg>
+  )
+}
diff --git a/apps/docs/components/ui/icon-mapping.ts b/apps/docs/components/ui/icon-mapping.ts
index 8070694868b..283ff057a5f 100644
--- a/apps/docs/components/ui/icon-mapping.ts
+++ b/apps/docs/components/ui/icon-mapping.ts
@@ -248,6 +248,7 @@ import {
   ZendeskIcon,
   ZepIcon,
   ZeroBounceIcon,
+  ZohoDeskIcon,
   ZoomIcon,
   ZoomInfoIcon,
 } from '@/components/icons'
@@ -535,6 +536,7 @@ export const blockTypeToIconMap: Record<string, IconComponent> = {
   zendesk: ZendeskIcon,
   zep: ZepIcon,
   zerobounce: ZeroBounceIcon,
+  zoho_desk: ZohoDeskIcon,
   zoom: ZoomIcon,
   zoominfo: ZoomInfoIcon,
 }
diff --git a/apps/docs/content/docs/en/integrations/meta.json b/apps/docs/content/docs/en/integrations/meta.json
index 56235d7d9c2..ef27475a3a9 100644
--- a/apps/docs/content/docs/en/integrations/meta.json
+++ b/apps/docs/content/docs/en/integrations/meta.json
@@ -261,6 +261,8 @@
     "zendesk",
     "zep",
     "zerobounce",
+    "zoho-desk-service-account",
+    "zoho_desk",
     "zoom",
     "zoom-service-account",
     "zoominfo"
diff --git a/apps/docs/content/docs/en/integrations/zoho-desk-service-account.mdx b/apps/docs/content/docs/en/integrations/zoho-desk-service-account.mdx
new file mode 100644
index 00000000000..d1cee116931
--- /dev/null
+++ b/apps/docs/content/docs/en/integrations/zoho-desk-service-account.mdx
@@ -0,0 +1,162 @@
+---
+title: Zoho Desk Self Clients
+description: Set up a Zoho Self Client so your workflows can call Zoho Desk without a personal OAuth login
+---
+
+import { Callout } from 'fumadocs-ui/components/callout'
+import { Step, Steps } from 'fumadocs-ui/components/steps'
+import { FAQ } from '@/components/ui/faq'
+
+A Zoho **Self Client** is an OAuth client that has no redirect URL and no end user. Instead of sending someone through a consent screen, your workflows authenticate to Zoho Desk with the client's own ID and secret, and Sim mints a short-lived access token on demand — no user consent to expire, and no personal login that breaks when someone leaves the team.
+
+This is the recommended way to use Zoho Desk in production workflows: the credential belongs to your organization rather than a person, the granted scopes are explicit, and tokens are minted fresh whenever a workflow runs.
+
+## Prerequisites
+
+You need a Zoho account with access to the [Zoho API Console](https://api-console.zoho.com) for the same organization your Zoho Desk portal belongs to, and the Zoho Desk **organization ID** for that portal.
+
+<Callout type="info">
+A Self Client can authenticate against the **US, EU, IN, or AU** accounts server — pick your region with the **Data center** field when you add the credential, or leave it blank for US. Organizations in the JP, CA, SA, CN, or UK data centers are not supported yet. API calls are then routed to the Desk host for that same region, so data residency is honored end to end.
+
+The interactive **OAuth** connection is a separate path and remains **US-only** (`accounts.zoho.com`), so a non-US organization can connect only through a Self Client.
+</Callout>
+
+<Callout type="warn">
+Zoho Desk **webhooks are a Professional-edition and above feature**. The Zoho Desk trigger in Sim provisions a webhook subscription, so it does not work on Free or Standard plans. The trigger also requires a personal **OAuth** connection rather than a Self Client — see [Triggers](#triggers-still-need-oauth) below.
+</Callout>
+
+## Setting Up the Self Client
+
+### 1. Create the Self Client
+
+<Steps>
+  <Step>
+    Sign in at [api-console.zoho.com](https://api-console.zoho.com) with the Zoho account that owns the Desk portal
+  </Step>
+  <Step>
+    Click **Add Client**, choose **Self Client**, and click **Create** — then **OK** on the confirmation
+
+    {/* TODO(screenshot): Zoho API Console Add Client dialog with Self Client selected */}
+  </Step>
+  <Step>
+    Open the new client and switch to the **Client Secret** tab. Copy the **Client ID** and **Client Secret** — these are two of the three values you'll paste into Sim
+
+    {/* TODO(screenshot): Self Client Client Secret tab showing Client ID and Client Secret */}
+  </Step>
+</Steps>
+
+<Callout type="info">
+You do **not** need the **Generate Code** tab. That tab produces a one-time authorization code for the code-exchange flow; the client-credentials flow Sim uses needs only the client ID, the client secret, and your organization ID.
+</Callout>
+
+### 2. Find Your Organization ID
+
+<Steps>
+  <Step>
+    Open Zoho Desk and go to **Setup** (the gear icon) → **Developer Space** → **API**
+  </Step>
+  <Step>
+    Copy the numeric **Organization ID** (also called the Org ID or portal ID) shown there — for example `600123456`
+
+    {/* TODO(screenshot): Zoho Desk Setup > Developer Space > API showing the Organization ID */}
+  </Step>
+</Steps>
+
+<Callout type="warn">
+This must be the organization ID of the Desk portal you want the workflows to act on. If your Zoho account has more than one Desk portal, using the wrong ID makes Zoho either reject the token request or issue a token scoped to the wrong portal.
+</Callout>
+
+### 3. Know Your Data Center
+
+Zoho hosts each organization in one data center, and the accounts server that issues tokens is per region. Look at the URL you use to sign in to Zoho Desk and pick the matching code:
+
+| Data center | Sign-in domain | Code to enter |
+| --- | --- | --- |
+| United States | `zoho.com` | `us` (or leave blank) |
+| Europe | `zoho.eu` | `eu` |
+| India | `zoho.in` | `in` |
+| Australia | `zoho.com.au` | `au` |
+
+Organizations in the JP, CA, SA, CN, and UK data centers cannot be connected yet.
+
+### 4. Scopes
+
+Sim requests exactly the scopes its Zoho Desk tools and trigger exercise:
+
+```
+Desk.tickets.READ
+Desk.tickets.UPDATE
+Desk.contacts.READ
+Desk.agents.READ
+Desk.basic.READ
+Desk.webhooks.CREATE
+Desk.webhooks.DELETE
+aaaserver.profile.READ
+```
+
+Sim sends this list on every token request, so there is nothing to pre-configure on the Self Client itself. If Zoho rejects the request with an invalid-scope error, the Self Client's owner does not have access to one of the Desk modules above in that organization.
+
+A scope that is granted but insufficient surfaces at run time as a `4xx` from the Zoho Desk API naming the scope problem.
+
+### 5. Protect the Client Secret
+
+The client secret is bearer material for your Zoho Desk organization, limited only by the scopes above. Treat it like a password — do not commit it to source control or share it publicly. Sim encrypts it at rest.
+
+<Callout type="info">
+Regenerating or revoking the Self Client in the Zoho API Console invalidates the stored pair immediately. If you rotate it, update the credential in Sim right away.
+</Callout>
+
+## Adding the Self Client to Sim
+
+<Steps>
+  <Step>
+    Open **Integrations** from your workspace sidebar
+  </Step>
+  <Step>
+    Search for "Zoho Desk" and open it, then click **Add to Sim** and choose **Add Self Client**
+
+    {/* TODO(screenshot): Zoho Desk integration page with the Add Self Client connect option */}
+  </Step>
+  <Step>
+    In the **Add Zoho Desk Self Client** dialog, paste the **Client ID**, the **Client secret**, and the numeric **Organization ID**. Set **Data center** to your region (`us`, `eu`, `in`, or `au`) — leave it blank for US. Optionally set a display name and description
+
+    {/* TODO(screenshot): Add Zoho Desk Self Client dialog with all fields filled in */}
+  </Step>
+  <Step>
+    Click **Add Self Client**. Sim verifies the credentials by minting a real access token from Zoho — if it fails, the error tells you whether Zoho rejected the credentials or couldn't be reached.
+  </Step>
+</Steps>
+
+## Using the Self Client in Workflows
+
+Add a Zoho Desk block to your workflow. In the credential dropdown, your Self Client appears alongside any OAuth credentials. Select it and configure the block as you normally would.
+
+{/* TODO(screenshot): Zoho Desk block in a workflow with the Self Client selected as the credential */}
+
+The block calls the Zoho Desk REST API with a freshly minted access token — the same requests as the OAuth flow, so the Zoho Desk tools work the same way, subject to the scopes above.
+
+One exception is worth knowing: Zoho publishes no OAuth scope for the attachment download sub-path, so **Get Attachment** is the one operation whose scope requirement we could not confirm from Zoho's documentation. If it returns a scope error, the requested scope list needs widening.
+
+### Triggers still need OAuth
+
+The Zoho Desk **trigger** provisions and tears down its own webhook subscription against your Desk organization, and that provisioning path currently runs only against a personal OAuth connection. Connect a Zoho Desk account through OAuth for triggers, and use the Self Client for the blocks that read and update tickets.
+
+Because the OAuth flow is US-only, an organization outside the US data center can use Zoho Desk blocks through a Self Client but cannot use the Zoho Desk trigger.
+
+## Token Behavior
+
+Access tokens minted from a Self Client live for one hour and there is **no refresh token** — Sim mints a new token whenever one is needed, and caches the current one until it is close to expiry. Two events invalidate the stored credential:
+
+- **Revoking or deleting the Self Client** in the Zoho API Console — no new tokens can be minted
+- **Regenerating the client secret** — the stored pair stops working; paste the new secret into the credential in Sim
+
+<FAQ items={[
+  { question: "Why a Self Client instead of OAuth?", answer: "A Self Client authenticates as your Zoho organization, not as a person — nothing expires when someone leaves or their login lapses. Sim mints short-lived tokens from the stored client ID and secret whenever a workflow runs." },
+  { question: "Where do I find the Organization ID?", answer: "In Zoho Desk, go to Setup (gear icon) → Developer Space → API. The numeric Organization ID shown there is the value to paste. This is expected to be the same ID that Zoho Desk API calls send in the orgId header; if Zoho rejects it with missing_org_info, paste the full ZohoDesk.<your-org-id> value instead." },
+  { question: "Zoho rejects my credentials with invalid_client — why?", answer: "Either the client ID or secret was mistyped, or the client you created is not a Self Client. Only Self Clients support the client-credentials grant — in the Zoho API Console, Add Client → Self Client. Copy both values from the client's Client Secret tab." },
+  { question: "Zoho returns missing_org_info or rejects the organization — why?", answer: "Zoho could not resolve a Desk organization from the ID you pasted. Re-copy the numeric Organization ID from Setup → Developer Space → API in the Desk portal you want to use. If your Zoho account has multiple Desk portals, make sure it is the ID of the right one." },
+  { question: "Can I use a Self Client with a non-US Zoho account?", answer: "Yes, for the US, EU, IN, and AU data centers. Set the Data center field to us, eu, in, or au when you add the credential, and Sim mints tokens against that region's accounts server and calls the Desk host in the same region. Leaving it blank means US. The JP, CA, SA, CN, and UK data centers are not supported yet, and the interactive OAuth connection remains US-only." },
+  { question: "I picked the wrong data center — what happens?", answer: "The region's accounts server does not know your organization, so Zoho rejects the token request and Sim reports that it could not authenticate. Edit the credential and set the Data center to the region whose domain you sign in to Zoho Desk with." },
+  { question: "Why doesn't my Zoho Desk trigger work with the Self Client?", answer: "The trigger provisions a webhook subscription in your Desk organization, and that path runs against a personal OAuth connection only. Connect Zoho Desk through OAuth for triggers. Separately, Zoho Desk webhooks require a Professional-edition plan or above — they are unavailable on Free and Standard." },
+  { question: "How do I rotate the credentials?", answer: "Regenerate the client secret on the Self Client's Client Secret tab in the Zoho API Console, then update the credential in Sim with the new secret. The old secret stops working as soon as it's regenerated, so update Sim promptly." },
+]} />
diff --git a/apps/docs/content/docs/en/integrations/zoho_desk.mdx b/apps/docs/content/docs/en/integrations/zoho_desk.mdx
new file mode 100644
index 00000000000..727f0fd9a02
--- /dev/null
+++ b/apps/docs/content/docs/en/integrations/zoho_desk.mdx
@@ -0,0 +1,515 @@
+---
+title: Zoho Desk
+description: Manage Zoho Desk tickets, comments, threads, and contacts
+---
+
+import { BlockInfoCard } from "@/components/ui/block-info-card"
+
+<BlockInfoCard 
+  type="zoho_desk"
+  color="#E42527"
+/>
+
+{/* MANUAL-CONTENT-START:intro */}
+[Zoho Desk](https://www.zoho.com/desk/) is Zoho's customer support help desk. Support teams use it to receive tickets from email, web forms, chat, phone, and social channels, route them to the right department and agent, and track every customer conversation through to resolution.
+
+With the Sim Zoho Desk integration, you can:
+
+- **Read and filter tickets**: List tickets across an organization filtered by department, status, or priority, or fetch a single ticket by ID with its related contact, assignee, and department.
+- **Update tickets**: Change subject, status, priority, assignee, department, category, due date, and custom fields — useful for AI triage that classifies an incoming ticket and writes the result back.
+- **Work with conversations**: List and read ticket threads (the customer-facing email/chat exchange) and comments (internal agent notes), then add your own comment as public or private.
+- **Look up contacts**: Retrieve the contact behind a ticket to enrich it with data from your CRM or knowledge base.
+- **Download attachments**: Pull an attachment from a thread or comment into a Sim file you can pass to downstream blocks.
+- **Trigger on events**: Start a workflow when a ticket, comment, thread, contact, agent, task, or article changes in Zoho Desk.
+
+**How it works in Sim:**
+Add a Zoho Desk block to your workflow, connect your Zoho account, and pick the Organization (portal) to work in — Sim loads the list for you from the connected account. Choose an operation and fill in its parameters; the block calls the Zoho Desk API and returns structured data for downstream blocks. For comment and thread bodies, Sim adds a derived plain-text `contentText` field alongside Zoho's raw HTML `content`, so an AI agent can read the message without HTML markup.
+
+To trigger on Zoho Desk activity instead, use the block's trigger mode. Sim creates the webhook subscription in Zoho Desk for you and removes it automatically when the workflow is undeployed.
+
+**Requirements and limitations**
+
+> Zoho Desk webhooks require a Zoho Desk edition of **Professional or higher** — Free and Standard plans cannot create webhook subscriptions, so the trigger will fail to deploy on those plans.
+>
+> Connecting a Zoho account with **OAuth** — which the trigger requires — works only for the **US data center** (`accounts.zoho.com`). To use Zoho Desk blocks from the EU, India, or Australia data centers, connect a [Self Client](/integrations/zoho-desk-service-account) instead and set its data center. The Japan, Canada, Saudi Arabia, China, and UK data centers are not supported by either path.
+{/* MANUAL-CONTENT-END */}
+
+
+## Usage Instructions
+
+Read and update Zoho Desk tickets, manage comments and threads, look up contacts, and download attachments. Can also trigger workflows from Zoho Desk webhook events.
+
+
+
+## Actions
+
+### `zoho_desk_list_tickets`
+
+List tickets from a Zoho Desk organization with optional filters. Returns a list projection: description, resolution, statusType and classification are only available from Get Ticket.
+
+#### Input
+
+| Parameter | Type | Required | Description |
+| --------- | ---- | -------- | ----------- |
+| `apiDomain` | string | No | Zoho Desk data-center REST base URL |
+| `orgId` | string | Yes | Zoho Desk organization ID |
+| `from` | number | No | Pagination start index \(0-based, max 4999\) |
+| `limit` | number | No | Number of tickets to return \(1-100, default 10\) |
+| `departmentIds` | string | No | Filter by department ID \(comma-separated for multiple\) |
+| `status` | string | No | Filter by status, including custom statuses. Comma-separate to match multiple \(e.g. "Open,On Hold"\) |
+| `priority` | string | No | Filter by priority. Comma-separate to match multiple \(e.g. "High,Urgent"\) |
+| `sortBy` | string | No | Sort field: createdTime, customerResponseTime, or responseDueDate. Prefix with - for descending. |
+| `include` | string | No | Comma-separated related data to embed. Allowed: contacts, products, departments, team, isRead, assignee |
+
+#### Output
+
+| Parameter | Type | Description |
+| --------- | ---- | ----------- |
+| `tickets` | array | List of tickets |
+|   ↳ `id` | string | Ticket ID |
+|   ↳ `ticketNumber` | string | Human-readable ticket number |
+|   ↳ `subject` | string | Ticket subject |
+|   ↳ `description` | string | Ticket description \(raw; may be HTML\) |
+|   ↳ `descriptionText` | string | Plain-text rendering of the description: HTML stripped when the body contains markup, otherwise the description verbatim |
+|   ↳ `status` | string | Ticket status |
+|   ↳ `statusType` | string | Status category \(Open/Closed/On Hold\) |
+|   ↳ `priority` | string | Ticket priority |
+|   ↳ `category` | string | Ticket category |
+|   ↳ `subCategory` | string | Ticket sub-category |
+|   ↳ `classification` | string | Ticket classification |
+|   ↳ `channel` | string | Origin channel |
+|   ↳ `departmentId` | string | Department ID |
+|   ↳ `contactId` | string | Contact ID |
+|   ↳ `accountId` | string | Account ID |
+|   ↳ `assigneeId` | string | Assignee ID |
+|   ↳ `email` | string | Contact email |
+|   ↳ `phone` | string | Contact phone |
+|   ↳ `dueDate` | string | Due date |
+|   ↳ `responseDueDate` | string | Response due date |
+|   ↳ `createdTime` | string | Created timestamp |
+|   ↳ `modifiedTime` | string | Last modified timestamp |
+|   ↳ `closedTime` | string | Closed timestamp |
+|   ↳ `resolution` | string | Resolution text |
+|   ↳ `threadCount` | string | Number of threads |
+|   ↳ `commentCount` | string | Number of comments |
+|   ↳ `webUrl` | string | Web URL to the ticket |
+|   ↳ `isEscalated` | boolean | Whether the ticket is escalated |
+|   ↳ `isOverDue` | boolean | Whether the ticket is overdue |
+|   ↳ `isSpam` | boolean | Whether the ticket is marked spam |
+|   ↳ `cf` | json | Custom field values, keyed by custom field API name |
+| `count` | number | Number of tickets returned |
+
+### `zoho_desk_get_ticket`
+
+Retrieve a single Zoho Desk ticket by ID.
+
+#### Input
+
+| Parameter | Type | Required | Description |
+| --------- | ---- | -------- | ----------- |
+| `apiDomain` | string | No | Zoho Desk data-center REST base URL |
+| `orgId` | string | Yes | Zoho Desk organization ID |
+| `ticketId` | string | Yes | Ticket ID to retrieve |
+| `include` | string | No | Comma-separated related data to embed. Allowed: contacts, products, assignee, departments, contract, isRead, team, skills |
+
+#### Output
+
+| Parameter | Type | Description |
+| --------- | ---- | ----------- |
+| `ticket` | object | The ticket |
+|   ↳ `id` | string | Ticket ID |
+|   ↳ `ticketNumber` | string | Human-readable ticket number |
+|   ↳ `subject` | string | Ticket subject |
+|   ↳ `description` | string | Ticket description \(raw; may be HTML\) |
+|   ↳ `descriptionText` | string | Plain-text rendering of the description: HTML stripped when the body contains markup, otherwise the description verbatim |
+|   ↳ `status` | string | Ticket status |
+|   ↳ `statusType` | string | Status category \(Open/Closed/On Hold\) |
+|   ↳ `priority` | string | Ticket priority |
+|   ↳ `category` | string | Ticket category |
+|   ↳ `subCategory` | string | Ticket sub-category |
+|   ↳ `classification` | string | Ticket classification |
+|   ↳ `channel` | string | Origin channel |
+|   ↳ `departmentId` | string | Department ID |
+|   ↳ `contactId` | string | Contact ID |
+|   ↳ `accountId` | string | Account ID |
+|   ↳ `assigneeId` | string | Assignee ID |
+|   ↳ `email` | string | Contact email |
+|   ↳ `phone` | string | Contact phone |
+|   ↳ `dueDate` | string | Due date |
+|   ↳ `responseDueDate` | string | Response due date |
+|   ↳ `createdTime` | string | Created timestamp |
+|   ↳ `modifiedTime` | string | Last modified timestamp |
+|   ↳ `closedTime` | string | Closed timestamp |
+|   ↳ `resolution` | string | Resolution text |
+|   ↳ `threadCount` | string | Number of threads |
+|   ↳ `commentCount` | string | Number of comments |
+|   ↳ `webUrl` | string | Web URL to the ticket |
+|   ↳ `isEscalated` | boolean | Whether the ticket is escalated |
+|   ↳ `isOverDue` | boolean | Whether the ticket is overdue |
+|   ↳ `isSpam` | boolean | Whether the ticket is marked spam |
+|   ↳ `cf` | json | Custom field values, keyed by custom field API name |
+
+### `zoho_desk_update_ticket`
+
+Update fields on an existing Zoho Desk ticket.
+
+#### Input
+
+| Parameter | Type | Required | Description |
+| --------- | ---- | -------- | ----------- |
+| `apiDomain` | string | No | Zoho Desk data-center REST base URL |
+| `orgId` | string | Yes | Zoho Desk organization ID |
+| `ticketId` | string | Yes | Ticket ID to update |
+| `subject` | string | No | Ticket subject |
+| `status` | string | No | Ticket status \(e.g. Open, Closed\) |
+| `priority` | string | No | Ticket priority \(e.g. High\) |
+| `assigneeId` | string | No | Assignee \(agent\) ID |
+| `departmentId` | string | No | Department ID |
+| `category` | string | No | Ticket category |
+| `subCategory` | string | No | Ticket sub-category |
+| `dueDate` | string | No | Due date \(ISO 8601\) |
+| `description` | string | No | Ticket description |
+| `resolution` | string | No | Resolution notes recorded on the ticket |
+| `classification` | string | No | Ticket classification: Problem, Request, Question, or Others |
+| `customFields` | json | No | Custom field values as a JSON object, keyed by custom field API name |
+
+#### Output
+
+| Parameter | Type | Description |
+| --------- | ---- | ----------- |
+| `ticket` | object | The updated ticket |
+|   ↳ `id` | string | Ticket ID |
+|   ↳ `ticketNumber` | string | Human-readable ticket number |
+|   ↳ `subject` | string | Ticket subject |
+|   ↳ `description` | string | Ticket description \(raw; may be HTML\) |
+|   ↳ `descriptionText` | string | Plain-text rendering of the description: HTML stripped when the body contains markup, otherwise the description verbatim |
+|   ↳ `status` | string | Ticket status |
+|   ↳ `statusType` | string | Status category \(Open/Closed/On Hold\) |
+|   ↳ `priority` | string | Ticket priority |
+|   ↳ `category` | string | Ticket category |
+|   ↳ `subCategory` | string | Ticket sub-category |
+|   ↳ `classification` | string | Ticket classification |
+|   ↳ `channel` | string | Origin channel |
+|   ↳ `departmentId` | string | Department ID |
+|   ↳ `contactId` | string | Contact ID |
+|   ↳ `accountId` | string | Account ID |
+|   ↳ `assigneeId` | string | Assignee ID |
+|   ↳ `email` | string | Contact email |
+|   ↳ `phone` | string | Contact phone |
+|   ↳ `dueDate` | string | Due date |
+|   ↳ `responseDueDate` | string | Response due date |
+|   ↳ `createdTime` | string | Created timestamp |
+|   ↳ `modifiedTime` | string | Last modified timestamp |
+|   ↳ `closedTime` | string | Closed timestamp |
+|   ↳ `resolution` | string | Resolution text |
+|   ↳ `threadCount` | string | Number of threads |
+|   ↳ `commentCount` | string | Number of comments |
+|   ↳ `webUrl` | string | Web URL to the ticket |
+|   ↳ `isEscalated` | boolean | Whether the ticket is escalated |
+|   ↳ `isOverDue` | boolean | Whether the ticket is overdue |
+|   ↳ `isSpam` | boolean | Whether the ticket is marked spam |
+|   ↳ `cf` | json | Custom field values, keyed by custom field API name |
+
+### `zoho_desk_list_comments`
+
+List comments on a Zoho Desk ticket.
+
+#### Input
+
+| Parameter | Type | Required | Description |
+| --------- | ---- | -------- | ----------- |
+| `apiDomain` | string | No | Zoho Desk data-center REST base URL |
+| `orgId` | string | Yes | Zoho Desk organization ID |
+| `ticketId` | string | Yes | Ticket ID |
+| `from` | number | No | Pagination start index \(0-based\) |
+| `limit` | number | No | Number of comments to return \(1-100, default 50\) |
+
+#### Output
+
+| Parameter | Type | Description |
+| --------- | ---- | ----------- |
+| `comments` | array | List of comments |
+|   ↳ `id` | string | Comment ID |
+|   ↳ `content` | string | Comment content \(raw; may be HTML\) |
+|   ↳ `contentType` | string | Content type \(plainText/html\) |
+|   ↳ `contentText` | string | Plain-text rendering of content \(HTML stripped when contentType is html\) |
+|   ↳ `isPublic` | boolean | Whether the comment is public |
+|   ↳ `commenterId` | string | Commenter ID |
+|   ↳ `commenter` | object | Who wrote the comment |
+|     ↳ `name` | string | Display name |
+|     ↳ `firstName` | string | First name |
+|     ↳ `lastName` | string | Last name |
+|     ↳ `email` | string | Email address |
+|     ↳ `type` | string | Commenter type \(AGENT/END_USER\) |
+|     ↳ `roleName` | string | Role name |
+|     ↳ `photoURL` | string | Avatar URL |
+|   ↳ `commentedTime` | string | Commented timestamp |
+|   ↳ `modifiedTime` | string | Modified timestamp |
+|   ↳ `attachments` | array | Comment attachments |
+|     ↳ `id` | string | Attachment ID |
+|     ↳ `name` | string | File name |
+|     ↳ `size` | string | File size as reported by Zoho |
+|     ↳ `href` | string | Download href |
+| `count` | number | Number of comments returned |
+
+### `zoho_desk_add_comment`
+
+Add a comment to a Zoho Desk ticket.
+
+#### Input
+
+| Parameter | Type | Required | Description |
+| --------- | ---- | -------- | ----------- |
+| `apiDomain` | string | No | Zoho Desk data-center REST base URL |
+| `orgId` | string | Yes | Zoho Desk organization ID |
+| `ticketId` | string | Yes | Ticket ID |
+| `content` | string | Yes | Comment content |
+| `contentType` | string | No | Content type: plainText or html. Defaults to plainText so agent-written text posts literally; pass 'html' to send markup \(Zoho's own API default is html\). |
+| `isPublic` | boolean | No | Whether the comment is public |
+
+#### Output
+
+| Parameter | Type | Description |
+| --------- | ---- | ----------- |
+| `comment` | object | The created comment |
+|   ↳ `id` | string | Comment ID |
+|   ↳ `content` | string | Comment content \(raw; may be HTML\) |
+|   ↳ `contentType` | string | Content type \(plainText/html\) |
+|   ↳ `contentText` | string | Plain-text rendering of content \(HTML stripped when contentType is html\) |
+|   ↳ `isPublic` | boolean | Whether the comment is public |
+|   ↳ `commenterId` | string | Commenter ID |
+|   ↳ `commenter` | object | Who wrote the comment |
+|     ↳ `name` | string | Display name |
+|     ↳ `firstName` | string | First name |
+|     ↳ `lastName` | string | Last name |
+|     ↳ `email` | string | Email address |
+|     ↳ `type` | string | Commenter type \(AGENT/END_USER\) |
+|     ↳ `roleName` | string | Role name |
+|     ↳ `photoURL` | string | Avatar URL |
+|   ↳ `commentedTime` | string | Commented timestamp |
+|   ↳ `modifiedTime` | string | Modified timestamp |
+|   ↳ `attachments` | array | Comment attachments |
+|     ↳ `id` | string | Attachment ID |
+|     ↳ `name` | string | File name |
+|     ↳ `size` | string | File size as reported by Zoho |
+|     ↳ `href` | string | Download href |
+
+### `zoho_desk_list_threads`
+
+List conversation threads on a Zoho Desk ticket, newest first (Zoho sorts by sendDateTime descending by default). Returns a list projection: message bodies (content, summary, to/cc/bcc) come back only from Get Thread.
+
+#### Input
+
+| Parameter | Type | Required | Description |
+| --------- | ---- | -------- | ----------- |
+| `apiDomain` | string | No | Zoho Desk data-center REST base URL |
+| `orgId` | string | Yes | Zoho Desk organization ID |
+| `ticketId` | string | Yes | Ticket ID |
+| `from` | number | No | Pagination start index \(0-based\) |
+| `limit` | number | No | Number of threads to return \(1-200, default 100\) |
+
+#### Output
+
+| Parameter | Type | Description |
+| --------- | ---- | ----------- |
+| `threads` | array | List of threads |
+|   ↳ `id` | string | Thread ID |
+|   ↳ `channel` | string | Thread channel |
+|   ↳ `direction` | string | Direction \(in/out\) |
+|   ↳ `content` | string | Thread content \(raw; may be HTML\) |
+|   ↳ `contentType` | string | Content type |
+|   ↳ `contentText` | string | Plain-text rendering of content \(HTML stripped when contentType is html\) |
+|   ↳ `summary` | string | Thread summary |
+|   ↳ `responderId` | string | Responder ID |
+|   ↳ `createdTime` | string | Created timestamp |
+|   ↳ `hasAttach` | boolean | Whether the thread has attachments |
+|   ↳ `attachmentCount` | string | Number of attachments |
+|   ↳ `fromEmailAddress` | string | From email address |
+|   ↳ `to` | string | To email address |
+|   ↳ `cc` | string | CC email address |
+|   ↳ `bcc` | string | BCC email address |
+|   ↳ `replyTo` | string | Reply-to email address |
+|   ↳ `isForward` | boolean | Whether the thread is a forward |
+|   ↳ `isContentTruncated` | boolean | Whether Zoho truncated the thread content; fetch fullContentURL for the rest |
+|   ↳ `fullContentURL` | string | URL returning the untruncated thread content |
+|   ↳ `plainText` | string | Zoho's own plain-text rendering of the thread, when it supplies one |
+|   ↳ `status` | string | Delivery status of an outgoing thread \(SUCCESS/FAILED/DRAFT\) |
+|   ↳ `isDescriptionThread` | boolean | Whether this thread is the ticket's original description |
+|   ↳ `visibility` | string | Thread visibility \(e.g. public\) |
+|   ↳ `canReply` | boolean | Whether the thread can be replied to |
+|   ↳ `author` | object | Who sent the thread |
+|     ↳ `name` | string | Display name |
+|     ↳ `firstName` | string | First name |
+|     ↳ `lastName` | string | Last name |
+|     ↳ `email` | string | Email address |
+|     ↳ `type` | string | Author type \(AGENT/END_USER\) |
+|     ↳ `photoURL` | string | Avatar URL |
+|   ↳ `attachments` | array | Thread attachments |
+|     ↳ `id` | string | Attachment ID |
+|     ↳ `name` | string | File name |
+|     ↳ `size` | string | File size as reported by Zoho |
+|     ↳ `href` | string | Download href |
+| `count` | number | Number of threads returned |
+
+### `zoho_desk_get_thread`
+
+Retrieve the full content of a single Zoho Desk ticket thread.
+
+#### Input
+
+| Parameter | Type | Required | Description |
+| --------- | ---- | -------- | ----------- |
+| `apiDomain` | string | No | Zoho Desk data-center REST base URL |
+| `orgId` | string | Yes | Zoho Desk organization ID |
+| `ticketId` | string | Yes | Ticket ID |
+| `threadId` | string | Yes | Thread ID |
+
+#### Output
+
+| Parameter | Type | Description |
+| --------- | ---- | ----------- |
+| `thread` | object | The thread |
+|   ↳ `id` | string | Thread ID |
+|   ↳ `channel` | string | Thread channel |
+|   ↳ `direction` | string | Direction \(in/out\) |
+|   ↳ `content` | string | Thread content \(raw; may be HTML\) |
+|   ↳ `contentType` | string | Content type |
+|   ↳ `contentText` | string | Plain-text rendering of content \(HTML stripped when contentType is html\) |
+|   ↳ `summary` | string | Thread summary |
+|   ↳ `responderId` | string | Responder ID |
+|   ↳ `createdTime` | string | Created timestamp |
+|   ↳ `hasAttach` | boolean | Whether the thread has attachments |
+|   ↳ `attachmentCount` | string | Number of attachments |
+|   ↳ `fromEmailAddress` | string | From email address |
+|   ↳ `to` | string | To email address |
+|   ↳ `cc` | string | CC email address |
+|   ↳ `bcc` | string | BCC email address |
+|   ↳ `replyTo` | string | Reply-to email address |
+|   ↳ `isForward` | boolean | Whether the thread is a forward |
+|   ↳ `isContentTruncated` | boolean | Whether Zoho truncated the thread content; fetch fullContentURL for the rest |
+|   ↳ `fullContentURL` | string | URL returning the untruncated thread content |
+|   ↳ `plainText` | string | Zoho's own plain-text rendering of the thread, when it supplies one |
+|   ↳ `status` | string | Delivery status of an outgoing thread \(SUCCESS/FAILED/DRAFT\) |
+|   ↳ `isDescriptionThread` | boolean | Whether this thread is the ticket's original description |
+|   ↳ `visibility` | string | Thread visibility \(e.g. public\) |
+|   ↳ `canReply` | boolean | Whether the thread can be replied to |
+|   ↳ `author` | object | Who sent the thread |
+|     ↳ `name` | string | Display name |
+|     ↳ `firstName` | string | First name |
+|     ↳ `lastName` | string | Last name |
+|     ↳ `email` | string | Email address |
+|     ↳ `type` | string | Author type \(AGENT/END_USER\) |
+|     ↳ `photoURL` | string | Avatar URL |
+|   ↳ `attachments` | array | Thread attachments |
+|     ↳ `id` | string | Attachment ID |
+|     ↳ `name` | string | File name |
+|     ↳ `size` | string | File size as reported by Zoho |
+|     ↳ `href` | string | Download href |
+
+### `zoho_desk_get_contact`
+
+Retrieve a Zoho Desk contact by ID.
+
+#### Input
+
+| Parameter | Type | Required | Description |
+| --------- | ---- | -------- | ----------- |
+| `apiDomain` | string | No | Zoho Desk data-center REST base URL |
+| `orgId` | string | Yes | Zoho Desk organization ID |
+| `contactId` | string | Yes | Contact ID to retrieve |
+
+#### Output
+
+| Parameter | Type | Description |
+| --------- | ---- | ----------- |
+| `contact` | object | The contact |
+|   ↳ `id` | string | Contact ID |
+|   ↳ `firstName` | string | First name |
+|   ↳ `lastName` | string | Last name |
+|   ↳ `email` | string | Primary email |
+|   ↳ `secondaryEmail` | string | Secondary email |
+|   ↳ `phone` | string | Phone number |
+|   ↳ `mobile` | string | Mobile number |
+|   ↳ `accountId` | string | Associated account ID |
+|   ↳ `ownerId` | string | Owner ID |
+|   ↳ `type` | string | Contact type |
+|   ↳ `title` | string | Job title |
+|   ↳ `street` | string | Street |
+|   ↳ `city` | string | City |
+|   ↳ `state` | string | State |
+|   ↳ `country` | string | Country |
+|   ↳ `zip` | string | ZIP / postal code |
+|   ↳ `description` | string | Description |
+|   ↳ `cf` | json | Custom field values, keyed by custom field API name |
+
+### `zoho_desk_get_attachment`
+
+Download a Zoho Desk ticket attachment (from its href) as a file.
+
+#### Input
+
+| Parameter | Type | Required | Description |
+| --------- | ---- | -------- | ----------- |
+| `apiDomain` | string | No | Zoho Desk data-center REST base URL |
+| `orgId` | string | Yes | Zoho Desk organization ID |
+| `href` | string | Yes | Attachment download href \(from a thread or comment attachment\) |
+| `fileName` | string | No | Optional file name for the downloaded file |
+
+#### Output
+
+| Parameter | Type | Description |
+| --------- | ---- | ----------- |
+| `file` | file | The downloaded attachment file |
+
+### `zoho_desk_list_organizations`
+
+List the Zoho Desk organizations (portals) the connected account can access.
+
+#### Input
+
+| Parameter | Type | Required | Description |
+| --------- | ---- | -------- | ----------- |
+| `apiDomain` | string | No | Zoho Desk data-center REST base URL |
+
+#### Output
+
+| Parameter | Type | Description |
+| --------- | ---- | ----------- |
+| `organizations` | array | Accessible organizations |
+|   ↳ `id` | string | Organization ID |
+|   ↳ `companyName` | string | Company name |
+|   ↳ `portalName` | string | Portal name |
+| `count` | number | Number of organizations returned |
+
+
+
+## Triggers
+
+A **Trigger** is a block that starts a workflow when an event happens in this service.
+
+### Zoho Desk Event
+
+Trigger a workflow when a Zoho Desk event occurs (ticket, comment, thread, contact, agent, task, or article changes).
+
+#### Configuration
+
+| Parameter | Type | Required | Description |
+| --------- | ---- | -------- | ----------- |
+| `triggerCredentials` | string | Yes | This trigger creates and manages a webhook subscription in your Zoho Desk account. |
+| `orgId` | project-selector | Yes | The Zoho Desk organization \(portal\) to subscribe in. |
+| `manualOrgId` | string | Yes | Type an organization ID instead of picking one from the list. |
+| `eventType` | string | Yes | Event |
+| `triggerDepartmentIds` | string | No | Restrict events to these departments. Leave empty for all departments. |
+| `fields` | string | No | For Ticket Updated: only fire when one of these fields changes \(max 5\). Previous values are included in the payload. |
+| `direction` | string | No | Thread Direction |
+
+#### Output
+
+| Parameter | Type | Description |
+| --------- | ---- | ----------- |
+| `eventType` | string | The Zoho Desk event type \(e.g. Ticket_Add\) |
+| `eventTime` | string | Event time in milliseconds since epoch |
+| `orgId` | string | Zoho Desk organization ID |
+| `payload` | json | The full resource that changed \(ticket, comment, thread, etc.\). Comment and thread events gain a derived plain-text `contentText` alongside the raw `content` + `contentType`; ticket events gain `descriptionText` alongside `description`. |
+| `prevState` | json | Previous state of the resource \(update events only\) |
+
diff --git a/apps/sim/app/api/auth/oauth/token/route.ts b/apps/sim/app/api/auth/oauth/token/route.ts
index 6b5c2adad6d..302898717d0 100644
--- a/apps/sim/app/api/auth/oauth/token/route.ts
+++ b/apps/sim/app/api/auth/oauth/token/route.ts
@@ -20,12 +20,16 @@ import {
   resolveOAuthAccountId,
   resolveServiceAccountToken,
 } from '@/app/api/auth/oauth/utils'
+import { extractZohoDeskBaseFromScope } from '@/tools/zoho_desk/host-allowlist'
 
 export const dynamic = 'force-dynamic'
 
 const logger = createLogger('OAuthTokenAPI')
 
 const SALESFORCE_INSTANCE_URL_REGEX = /__sf_instance__:([^\s]+)/
+// Stop at a comma or whitespace: better-auth persists Zoho's scopes comma-joined
+// (no spaces), so a greedy `\S+` would swallow the whole scope list into the host.
+// The Desk base URL itself never contains a comma or space.
 
 /**
  * Get an access token for a specific credential
@@ -182,6 +186,7 @@ export const POST = withRouteHandler(async (request: NextRequest) => {
             cloudId: result.cloudId,
             domain: result.domain,
             instanceUrl: result.instanceUrl,
+            apiDomain: result.apiDomain,
             authStyle: result.authStyle,
           },
           { status: 200 }
@@ -290,11 +295,23 @@ export const POST = withRouteHandler(async (request: NextRequest) => {
         }
       }
 
+      // Zoho Desk persists its data-center-specific REST base URL in the scope
+      // string (derived from the token response api_domain) so callers never
+      // assume a host. Surface it as apiDomain for tool param injection.
+      let apiDomain: string | undefined
+      if (credential.providerId === 'zoho-desk' && credential.scope) {
+        // Use the shared extractor, not a local regex: it also enforces https +
+        // the Zoho apex allowlist. This value is injected into EVERY tool call,
+        // so an unvalidated host here would receive the OAuth token.
+        apiDomain = extractZohoDeskBaseFromScope(credential.scope)
+      }
+
       return NextResponse.json(
         {
           accessToken,
           idToken: credential.idToken || undefined,
           ...(instanceUrl && { instanceUrl }),
+          ...(apiDomain && { apiDomain }),
         },
         { status: 200 }
       )
@@ -402,11 +419,23 @@ export const GET = withRouteHandler(async (request: NextRequest) => {
         }
       }
 
+      // Zoho Desk persists its data-center-specific REST base URL in the scope
+      // string (derived from the token response api_domain) so callers never
+      // assume a host. Surface it as apiDomain for tool param injection.
+      let apiDomain: string | undefined
+      if (credential.providerId === 'zoho-desk' && credential.scope) {
+        // Use the shared extractor, not a local regex: it also enforces https +
+        // the Zoho apex allowlist. This value is injected into EVERY tool call,
+        // so an unvalidated host here would receive the OAuth token.
+        apiDomain = extractZohoDeskBaseFromScope(credential.scope)
+      }
+
       return NextResponse.json(
         {
           accessToken,
           idToken: credential.idToken || undefined,
           ...(instanceUrl && { instanceUrl }),
+          ...(apiDomain && { apiDomain }),
         },
         { status: 200 }
       )
diff --git a/apps/sim/app/api/auth/oauth/utils.ts b/apps/sim/app/api/auth/oauth/utils.ts
index 7f6fe1eb461..b004e1d3148 100644
--- a/apps/sim/app/api/auth/oauth/utils.ts
+++ b/apps/sim/app/api/auth/oauth/utils.ts
@@ -354,6 +354,11 @@ export interface ServiceAccountTokenResult {
   domain?: string
   /** Salesforce only — the org's instance URL the token must be used against. */
   instanceUrl?: string
+  /**
+   * Zoho Desk only — the data-center-scoped Desk REST base the token must be
+   * used against, forwarded to tools as their `apiDomain` param.
+   */
+  apiDomain?: string
   /**
    * Set when the token must be sent in an `x-api-token` header instead of
    * `Authorization: Bearer` (e.g. Pipedrive personal API tokens). Absent means
@@ -397,6 +402,8 @@ interface CachedClientCredentialToken {
   secretFingerprint: string
   /** Salesforce only — the instance URL returned alongside the minted token. */
   instanceUrl?: string
+  /** Zoho Desk only — the Desk REST base derived from the token's api_domain. */
+  apiDomain?: string
 }
 
 interface FailedClientCredentialMint {
@@ -488,7 +495,11 @@ async function resolveClientCredentialAccountToken(
       cached.secretFingerprint === secretFingerprint &&
       cached.expiresAtMs - Date.now() > CLIENT_CREDENTIAL_TOKEN_MIN_TTL_MS
     ) {
-      return { accessToken: cached.accessToken, instanceUrl: cached.instanceUrl }
+      return {
+        accessToken: cached.accessToken,
+        instanceUrl: cached.instanceUrl,
+        apiDomain: cached.apiDomain,
+      }
     }
 
     const failed = clientCredentialMintFailureCache.get(credentialId)
@@ -514,6 +525,7 @@ async function resolveClientCredentialAccountToken(
           clientId: blob.clientId,
           clientSecret: blob.clientSecret,
           orgId: blob.orgId,
+          dataCenter: blob.dataCenter,
         },
         { skipIdentity: true }
       )
@@ -522,8 +534,13 @@ async function resolveClientCredentialAccountToken(
         expiresAtMs: Date.now() + mint.expiresInSeconds * 1000,
         secretFingerprint,
         instanceUrl: mint.instanceUrl,
+        apiDomain: mint.apiDomain,
       })
-      return { accessToken: mint.accessToken, instanceUrl: mint.instanceUrl }
+      return {
+        accessToken: mint.accessToken,
+        instanceUrl: mint.instanceUrl,
+        apiDomain: mint.apiDomain,
+      }
     } catch (error) {
       clientCredentialMintFailureCache.set(credentialId, {
         error,
diff --git a/apps/sim/app/api/credentials/[id]/route.ts b/apps/sim/app/api/credentials/[id]/route.ts
index c0d72341ed5..87a16bf9a46 100644
--- a/apps/sim/app/api/credentials/[id]/route.ts
+++ b/apps/sim/app/api/credentials/[id]/route.ts
@@ -89,6 +89,7 @@ export const PUT = withRouteHandler(
         clientId: body.clientId,
         clientSecret: body.clientSecret,
         orgId: body.orgId,
+        dataCenter: body.dataCenter,
         request,
       })
       if (!result.success) {
diff --git a/apps/sim/app/api/credentials/route.ts b/apps/sim/app/api/credentials/route.ts
index 99ba00a6151..4efe507fa9a 100644
--- a/apps/sim/app/api/credentials/route.ts
+++ b/apps/sim/app/api/credentials/route.ts
@@ -318,6 +318,7 @@ export const POST = withRouteHandler(async (request: NextRequest) => {
       clientId,
       clientSecret,
       orgId,
+      dataCenter,
     } = parsed.data.body
 
     const workspaceAccess = await checkWorkspaceAccess(workspaceId, session.user.id)
@@ -378,6 +379,7 @@ export const POST = withRouteHandler(async (request: NextRequest) => {
           clientId,
           clientSecret,
           orgId,
+          dataCenter,
         })
         resolvedProviderId = secret.providerId
         resolvedAccountId = null
diff --git a/apps/sim/app/api/tools/zoho_desk/agents/route.ts b/apps/sim/app/api/tools/zoho_desk/agents/route.ts
new file mode 100644
index 00000000000..40aef00acad
--- /dev/null
+++ b/apps/sim/app/api/tools/zoho_desk/agents/route.ts
@@ -0,0 +1,147 @@
+import { createLogger } from '@sim/logger'
+import { getErrorMessage } from '@sim/utils/errors'
+import { type NextRequest, NextResponse } from 'next/server'
+import { zohoDeskAgentsSelectorContract } from '@/lib/api/contracts/selectors'
+import { parseRequest } from '@/lib/api/server'
+import { secureFetchWithValidation } from '@/lib/core/security/input-validation.server'
+import { generateRequestId } from '@/lib/core/utils/request'
+import { withRouteHandler } from '@/lib/core/utils/with-route-handler'
+import { resolveZohoDeskSelectorCredential } from '@/app/api/tools/zoho_desk/selector-credential'
+import { assertZohoUrl } from '@/tools/zoho_desk/host-allowlist'
+import { buildZohoDeskHeaders, getZohoDeskErrorMessage } from '@/tools/zoho_desk/utils'
+
+export const dynamic = 'force-dynamic'
+
+const logger = createLogger('ZohoDeskAgentsAPI')
+
+/**
+ * `GET /api/v1/agents` is index-paginated exactly like `/departments`: `from` is
+ * an index offset and `limit` caps at 200 (default 10). A short page means the
+ * list is exhausted. The page cap bounds the drain so a provider that keeps
+ * returning full pages cannot loop forever.
+ */
+const AGENT_PAGE_SIZE = 200
+const MAX_AGENT_PAGES = 20
+
+/**
+ * Only active agents can own a ticket, so a disabled or deleted agent in the
+ * picker would only produce an assignment the API rejects.
+ */
+const AGENT_STATUS = 'ACTIVE'
+
+interface ZohoAgent {
+  id?: string | number
+  name?: string
+  firstName?: string
+  lastName?: string
+  emailId?: string
+}
+
+/**
+ * Zoho returns `name` for most agents but leaves it (and `firstName`) empty on
+ * some rows, so fall back through the name parts and finally the email before
+ * showing a bare numeric id the user cannot recognize.
+ */
+function getAgentLabel(agent: ZohoAgent): string {
+  if (agent.name?.trim()) return agent.name.trim()
+  const fullName = [agent.firstName, agent.lastName]
+    .map((part) => part?.trim())
+    .filter(Boolean)
+    .join(' ')
+  if (fullName) return fullName
+  return agent.emailId?.trim() || String(agent.id)
+}
+
+/** Backs the `zoho_desk.agents` selector. */
+export const POST = withRouteHandler(async (request: NextRequest) => {
+  const requestId = generateRequestId()
+
+  const parsed = await parseRequest(zohoDeskAgentsSelectorContract, request, {})
+  if (!parsed.success) return parsed.response
+  const { credential, workflowId, orgId } = parsed.data.body
+
+  const resolved = await resolveZohoDeskSelectorCredential(request, {
+    credentialId: credential,
+    workflowId,
+    requestId,
+  })
+  if (!resolved.ok) return resolved.response
+  const { accessToken, apiBase } = resolved.credential
+
+  const headers = buildZohoDeskHeaders({ accessToken, orgId })
+  const agents: Array<{ id: string; name: string }> = []
+  // Zoho's docs disagree on whether `from` is 0- or 1-based (pagination section
+  // says "range 0-4999, default 0"; listing examples read as 1-based). Deduping
+  // by id is correct under both, so the drain never yields a repeated agent.
+  const seenIds = new Set<string>()
+
+  try {
+    for (let page = 0; page < MAX_AGENT_PAGES; page++) {
+      let agentsUrl: URL
+      try {
+        agentsUrl = assertZohoUrl(`${apiBase}/agents`)
+      } catch {
+        return NextResponse.json(
+          { error: 'Credential resolved to a non-Zoho host' },
+          { status: 400 }
+        )
+      }
+      agentsUrl.searchParams.set('from', String(page * AGENT_PAGE_SIZE))
+      agentsUrl.searchParams.set('limit', String(AGENT_PAGE_SIZE))
+      agentsUrl.searchParams.set('status', AGENT_STATUS)
+
+      // Same rationale as the organizations/departments/attachment routes: pin
+      // the resolved IP, block private/reserved hops, and drop the token if a
+      // Zoho-side redirect leaves the original origin.
+      const response = await secureFetchWithValidation(agentsUrl.toString(), {
+        method: 'GET',
+        headers,
+        timeout: 15_000,
+        stripAuthOnRedirect: true,
+      })
+
+      const body: { data?: unknown } = await response
+        .json()
+        .then((json) => (json && typeof json === 'object' ? (json as { data?: unknown }) : {}))
+        .catch(() => ({}))
+
+      // Zoho answers 204 with no body once the offset runs past the last agent,
+      // which is a successful end-of-list, not an error.
+      if (response.status === 204) break
+
+      if (!response.ok) {
+        const message = getZohoDeskErrorMessage(
+          body,
+          `Failed to list agents (HTTP ${response.status})`
+        )
+        logger.warn('Failed to list Zoho Desk agents', { status: response.status, message })
+        return NextResponse.json(
+          { error: message },
+          { status: response.status >= 400 && response.status < 500 ? response.status : 502 }
+        )
+      }
+
+      const pageItems = Array.isArray(body.data) ? (body.data as ZohoAgent[]) : []
+      for (const agent of pageItems) {
+        if (agent.id === undefined || agent.id === null) continue
+        const id = String(agent.id)
+        if (seenIds.has(id)) continue
+        seenIds.add(id)
+        agents.push({ id, name: getAgentLabel(agent) })
+      }
+
+      if (pageItems.length < AGENT_PAGE_SIZE) break
+      if (page === MAX_AGENT_PAGES - 1) {
+        logger.warn('Zoho Desk agents listing hit the page cap; list may be incomplete', {
+          pages: MAX_AGENT_PAGES,
+        })
+      }
+    }
+
+    return NextResponse.json({ agents })
+  } catch (error) {
+    const message = getErrorMessage(error, 'Failed to list agents')
+    logger.error('Error listing Zoho Desk agents', { error: message })
+    return NextResponse.json({ error: message }, { status: 502 })
+  }
+})
diff --git a/apps/sim/app/api/tools/zoho_desk/attachment/route.ts b/apps/sim/app/api/tools/zoho_desk/attachment/route.ts
new file mode 100644
index 00000000000..0104619fad9
--- /dev/null
+++ b/apps/sim/app/api/tools/zoho_desk/attachment/route.ts
@@ -0,0 +1,143 @@
+import { createLogger } from '@sim/logger'
+import { getErrorMessage } from '@sim/utils/errors'
+import { type NextRequest, NextResponse } from 'next/server'
+import { zohoDeskGetAttachmentContract } from '@/lib/api/contracts/tools/zoho-desk'
+import { parseRequest } from '@/lib/api/server'
+import { checkInternalAuth } from '@/lib/auth/hybrid'
+import { secureFetchWithValidation } from '@/lib/core/security/input-validation.server'
+import { isPayloadSizeLimitError } from '@/lib/core/utils/stream-limits'
+import { withRouteHandler } from '@/lib/core/utils/with-route-handler'
+import { isZohoHost } from '@/tools/zoho_desk/host-allowlist'
+import {
+  buildZohoDeskHeaders,
+  deriveAttachmentName,
+  getZohoDeskApiBase,
+  resolveZohoAttachmentUrl,
+} from '@/tools/zoho_desk/utils'
+
+export const dynamic = 'force-dynamic'
+
+const logger = createLogger('ZohoDeskAttachmentAPI')
+
+/**
+ * Ceiling on a downloaded attachment.
+ *
+ * This route returns the file base64-encoded inside its JSON body, and the
+ * executor reads an internal tool response through `readToolResponseBody`, which
+ * caps at `MAX_TOOL_RESPONSE_BODY_BYTES` (10 MB). Base64 inflates by 4/3, so the
+ * largest attachment that can actually survive the round trip is ~7.5 MB of raw
+ * bytes. A larger ceiling here is not merely useless - it is actively harmful:
+ * the route would download, encode, and serialize the whole file (peaking around
+ * 250 MB of live allocation for a 50 MB attachment, with nothing limiting
+ * concurrent downloads) only for the executor to reject the oversized body
+ * afterwards. Capping at the reachable size makes the transport limit enforce
+ * itself early, while the bytes are still being streamed.
+ *
+ * Raising this requires uploading in the route and returning a file reference
+ * instead of inline base64, the way the WhatsApp media and Typeform file routes
+ * do - not a bigger number here.
+ */
+const MAX_ATTACHMENT_BYTES = 7 * 1024 * 1024
+
+export const POST = withRouteHandler(async (request: NextRequest) => {
+  const authResult = await checkInternalAuth(request, { requireWorkflowId: false })
+  if (!authResult.success) {
+    return NextResponse.json({ success: false, error: 'Unauthorized' }, { status: 401 })
+  }
+
+  const parsed = await parseRequest(zohoDeskGetAttachmentContract, request, {})
+  if (!parsed.success) return parsed.response
+  const { accessToken, apiDomain, orgId, href, fileName } = parsed.data.body
+
+  let downloadUrl: URL
+  try {
+    downloadUrl = resolveZohoAttachmentUrl(
+      href,
+      getZohoDeskApiBase({ apiDomain: apiDomain ?? undefined })
+    )
+  } catch {
+    return NextResponse.json({ success: false, error: 'Invalid attachment href' }, { status: 400 })
+  }
+
+  if (downloadUrl.protocol !== 'https:' || !isZohoHost(downloadUrl.hostname)) {
+    return NextResponse.json(
+      { success: false, error: 'Attachment href must be an https Zoho URL' },
+      { status: 400 }
+    )
+  }
+
+  try {
+    // Even though the initial host is allowlisted, the download URL is
+    // user/LLM-influenced and Zoho may redirect. secureFetchWithValidation pins
+    // the resolved IP, blocks private/reserved targets on every hop, and
+    // (stripAuthOnRedirect) drops the OAuth token if a redirect leaves the
+    // original origin, so the credential never reaches an untrusted host.
+    // maxResponseBytes enforces the size cap while streaming.
+    const response = await secureFetchWithValidation(downloadUrl.toString(), {
+      method: 'GET',
+      headers: buildZohoDeskHeaders({ accessToken, orgId }),
+      timeout: 30_000,
+      maxResponseBytes: MAX_ATTACHMENT_BYTES,
+      stripAuthOnRedirect: true,
+    })
+
+    if (!response.ok) {
+      logger.warn('Failed to download Zoho Desk attachment', { status: response.status })
+      return NextResponse.json(
+        { success: false, error: `Failed to download attachment (HTTP ${response.status})` },
+        { status: response.status >= 400 && response.status < 500 ? response.status : 502 }
+      )
+    }
+
+    // A 204 (or any non-200 success) carries no body, so arrayBuffer() would
+    // yield zero bytes and the route would report success with an empty file.
+    if (response.status !== 200) {
+      return NextResponse.json(
+        { success: false, error: `Attachment returned no content (HTTP ${response.status})` },
+        { status: 502 }
+      )
+    }
+
+    const arrayBuffer = await response.arrayBuffer()
+
+    // ToolFileData (consumed by FileToolProcessor) keys the file name as `name`.
+    const name = deriveAttachmentName(
+      fileName,
+      response.headers.get('content-disposition'),
+      downloadUrl.pathname
+    )
+    const mimeType = response.headers.get('content-type') || 'application/octet-stream'
+
+    return NextResponse.json({
+      success: true,
+      output: {
+        file: {
+          data: Buffer.from(arrayBuffer).toString('base64'),
+          mimeType,
+          name,
+        },
+      },
+    })
+  } catch (error) {
+    // An oversized attachment is a client-visible limit, not a server fault -
+    // surface it as 413 with the actual ceiling, mirroring the WhatsApp media
+    // route, instead of collapsing it into a generic 500.
+    if (isPayloadSizeLimitError(error)) {
+      logger.warn('Zoho Desk attachment exceeds the download limit', {
+        maxBytes: MAX_ATTACHMENT_BYTES,
+      })
+      return NextResponse.json(
+        {
+          success: false,
+          error: `Attachment exceeds the ${Math.floor(MAX_ATTACHMENT_BYTES / (1024 * 1024))} MB download limit`,
+        },
+        { status: 413 }
+      )
+    }
+    logger.error('Error downloading Zoho Desk attachment', { error: getErrorMessage(error) })
+    return NextResponse.json(
+      { success: false, error: getErrorMessage(error, 'Failed to download attachment') },
+      { status: 500 }
+    )
+  }
+})
diff --git a/apps/sim/app/api/tools/zoho_desk/departments/route.ts b/apps/sim/app/api/tools/zoho_desk/departments/route.ts
new file mode 100644
index 00000000000..3edb135d314
--- /dev/null
+++ b/apps/sim/app/api/tools/zoho_desk/departments/route.ts
@@ -0,0 +1,136 @@
+import { createLogger } from '@sim/logger'
+import { getErrorMessage } from '@sim/utils/errors'
+import { type NextRequest, NextResponse } from 'next/server'
+import { zohoDeskDepartmentsSelectorContract } from '@/lib/api/contracts/selectors'
+import { parseRequest } from '@/lib/api/server'
+import { secureFetchWithValidation } from '@/lib/core/security/input-validation.server'
+import { generateRequestId } from '@/lib/core/utils/request'
+import { withRouteHandler } from '@/lib/core/utils/with-route-handler'
+import { resolveZohoDeskSelectorCredential } from '@/app/api/tools/zoho_desk/selector-credential'
+import { assertZohoUrl } from '@/tools/zoho_desk/host-allowlist'
+import { buildZohoDeskHeaders, getZohoDeskErrorMessage } from '@/tools/zoho_desk/utils'
+
+export const dynamic = 'force-dynamic'
+
+const logger = createLogger('ZohoDeskDepartmentsAPI')
+
+/**
+ * `GET /api/v1/departments` is index-paginated with `limit` capped at 200
+ * (default 10). A short page means the list is exhausted.
+ *
+ * Zoho's docs contradict themselves on whether `from` is 0- or 1-based: the
+ * pagination section documents "range 0-4999, default 0", while the listing
+ * examples read "from=5 and limit=50 retrieves records 5 to 54" (1-based). Under
+ * the 1-based reading, stepping by exactly PAGE_SIZE re-fetches the boundary
+ * record. Rather than guess a base we cannot confirm without a live tenant, the
+ * accumulator dedupes by id, which is correct under BOTH readings — the worst
+ * case is one redundant record per page boundary, never a duplicate entry or a
+ * skipped one.
+ *
+ * The page cap bounds the drain so a provider that keeps returning full pages
+ * cannot loop forever — 20 x 200 covers any realistic Desk portal and keeps the
+ * maximum `from` inside Zoho's documented 4999 ceiling.
+ */
+const DEPARTMENT_PAGE_SIZE = 200
+const MAX_DEPARTMENT_PAGES = 20
+
+interface ZohoDepartment {
+  id?: string | number
+  name?: string
+  nameInCustomerPortal?: string
+}
+
+/** Backs the `zoho_desk.departments` selector. */
+export const POST = withRouteHandler(async (request: NextRequest) => {
+  const requestId = generateRequestId()
+
+  const parsed = await parseRequest(zohoDeskDepartmentsSelectorContract, request, {})
+  if (!parsed.success) return parsed.response
+  const { credential, workflowId, orgId } = parsed.data.body
+
+  const resolved = await resolveZohoDeskSelectorCredential(request, {
+    credentialId: credential,
+    workflowId,
+    requestId,
+  })
+  if (!resolved.ok) return resolved.response
+  const { accessToken, apiBase } = resolved.credential
+
+  const headers = buildZohoDeskHeaders({ accessToken, orgId })
+  const departments: Array<{ id: string; name: string }> = []
+  const seenIds = new Set<string>()
+
+  try {
+    for (let page = 0; page < MAX_DEPARTMENT_PAGES; page++) {
+      let departmentsUrl: URL
+      try {
+        departmentsUrl = assertZohoUrl(`${apiBase}/departments`)
+      } catch {
+        return NextResponse.json(
+          { error: 'Credential resolved to a non-Zoho host' },
+          { status: 400 }
+        )
+      }
+      departmentsUrl.searchParams.set('from', String(page * DEPARTMENT_PAGE_SIZE))
+      departmentsUrl.searchParams.set('limit', String(DEPARTMENT_PAGE_SIZE))
+
+      // Same rationale as the organizations/attachment routes: pin the resolved
+      // IP, block private/reserved hops, and drop the token if a Zoho-side
+      // redirect leaves the original origin.
+      const response = await secureFetchWithValidation(departmentsUrl.toString(), {
+        method: 'GET',
+        headers,
+        timeout: 15_000,
+        stripAuthOnRedirect: true,
+      })
+
+      const body: { data?: unknown } = await response
+        .json()
+        .then((json) => (json && typeof json === 'object' ? (json as { data?: unknown }) : {}))
+        .catch(() => ({}))
+
+      // Zoho answers 204 with no body once the offset runs past the last
+      // department, which is a successful end-of-list, not an error.
+      if (response.status === 204) break
+
+      if (!response.ok) {
+        const message = getZohoDeskErrorMessage(
+          body,
+          `Failed to list departments (HTTP ${response.status})`
+        )
+        logger.warn('Failed to list Zoho Desk departments', { status: response.status, message })
+        return NextResponse.json(
+          { error: message },
+          { status: response.status >= 400 && response.status < 500 ? response.status : 502 }
+        )
+      }
+
+      const pageItems = Array.isArray(body.data) ? (body.data as ZohoDepartment[]) : []
+      for (const department of pageItems) {
+        if (department.id === undefined || department.id === null) continue
+        const id = String(department.id)
+        // Dedupe: see the pagination note above — a 1-based `from` would repeat
+        // the boundary record on every page after the first.
+        if (seenIds.has(id)) continue
+        seenIds.add(id)
+        departments.push({
+          id,
+          name: department.name || department.nameInCustomerPortal || String(department.id),
+        })
+      }
+
+      if (pageItems.length < DEPARTMENT_PAGE_SIZE) break
+      if (page === MAX_DEPARTMENT_PAGES - 1) {
+        logger.warn('Zoho Desk departments listing hit the page cap; list may be incomplete', {
+          pages: MAX_DEPARTMENT_PAGES,
+        })
+      }
+    }
+
+    return NextResponse.json({ departments })
+  } catch (error) {
+    const message = getErrorMessage(error, 'Failed to list departments')
+    logger.error('Error listing Zoho Desk departments', { error: message })
+    return NextResponse.json({ error: message }, { status: 502 })
+  }
+})
diff --git a/apps/sim/app/api/tools/zoho_desk/organizations/route.ts b/apps/sim/app/api/tools/zoho_desk/organizations/route.ts
new file mode 100644
index 00000000000..907d7030d94
--- /dev/null
+++ b/apps/sim/app/api/tools/zoho_desk/organizations/route.ts
@@ -0,0 +1,109 @@
+import { createLogger } from '@sim/logger'
+import { getErrorMessage } from '@sim/utils/errors'
+import { type NextRequest, NextResponse } from 'next/server'
+import { zohoDeskOrganizationsSelectorContract } from '@/lib/api/contracts/selectors'
+import { parseRequest } from '@/lib/api/server'
+import { secureFetchWithValidation } from '@/lib/core/security/input-validation.server'
+import { generateRequestId } from '@/lib/core/utils/request'
+import { withRouteHandler } from '@/lib/core/utils/with-route-handler'
+import { resolveZohoDeskSelectorCredential } from '@/app/api/tools/zoho_desk/selector-credential'
+import { assertZohoUrl } from '@/tools/zoho_desk/host-allowlist'
+import { getZohoDeskErrorMessage } from '@/tools/zoho_desk/utils'
+
+export const dynamic = 'force-dynamic'
+
+const logger = createLogger('ZohoDeskOrganizationsAPI')
+
+interface ZohoOrganization {
+  id?: string | number
+  companyName?: string
+  portalName?: string
+}
+
+/** Backs the `zoho_desk.organizations` selector. */
+export const POST = withRouteHandler(async (request: NextRequest) => {
+  const requestId = generateRequestId()
+
+  const parsed = await parseRequest(zohoDeskOrganizationsSelectorContract, request, {})
+  if (!parsed.success) return parsed.response
+  const { credential, workflowId } = parsed.data.body
+
+  const resolved = await resolveZohoDeskSelectorCredential(request, {
+    credentialId: credential,
+    workflowId,
+    requestId,
+  })
+  if (!resolved.ok) return resolved.response
+  const { accessToken, apiBase } = resolved.credential
+
+  // apiBase is already anchored by getZohoDeskApiBase; assert again so the URL
+  // that finally receives the OAuth token is validated at the point of use.
+  let organizationsUrl: URL
+  try {
+    organizationsUrl = assertZohoUrl(`${apiBase}/organizations`)
+    // Deliberately sends NO query parameters. Zoho's `/organizations` doc block
+    // lists none at all - not `from`, not `limit` - and its own sample is a bare
+    // GET. An earlier revision passed `limit=200` by extrapolating from
+    // /departments and /agents, but the other siblings (/tickets, /contacts,
+    // /comments) cap at 100 and Zoho answers an out-of-range value with 422
+    // INVALID_DATA. Since `orgId` gates every tool and both other selectors, a
+    // 422 here would make the whole integration unreachable except through the
+    // manual field - a far worse failure than the known downside of sending
+    // nothing, which is Zoho's default page size (10 portals).
+  } catch {
+    return NextResponse.json({ error: 'Credential resolved to a non-Zoho host' }, { status: 400 })
+  }
+
+  try {
+    // The organizations endpoint is the one Desk call that does not require an
+    // orgId header, so it can bootstrap the organization selector before a
+    // portal has been chosen.
+    // Mirrors the attachment route: the initial host is allowlisted, but a
+    // Zoho-side redirect would otherwise be followed with the OAuth token
+    // attached and no IP pinning. secureFetchWithValidation pins the resolved
+    // IP, blocks private/reserved targets on every hop, and drops the token if
+    // a redirect leaves the original origin.
+    const response = await secureFetchWithValidation(organizationsUrl.toString(), {
+      method: 'GET',
+      headers: {
+        Authorization: `Zoho-oauthtoken ${accessToken}`,
+        'Content-Type': 'application/json',
+      },
+      timeout: 15_000,
+      stripAuthOnRedirect: true,
+    })
+
+    // secureFetchWithValidation types the body as `unknown`; Zoho wraps the list
+    // in `{ data: [...] }`, which is narrowed below before use.
+    const data: { data?: unknown } = await response
+      .json()
+      .then((body) => (body && typeof body === 'object' ? (body as { data?: unknown }) : {}))
+      .catch(() => ({}))
+    if (!response.ok) {
+      // Surface the failure instead of returning an empty 200, which would make
+      // the org dropdown silently render empty on an auth/connectivity error.
+      const message = getZohoDeskErrorMessage(
+        data,
+        `Failed to list organizations (HTTP ${response.status})`
+      )
+      logger.warn('Failed to list Zoho Desk organizations', { status: response.status, message })
+      return NextResponse.json(
+        { error: message },
+        { status: response.status >= 400 && response.status < 500 ? response.status : 502 }
+      )
+    }
+
+    const organizations = (Array.isArray(data.data) ? (data.data as ZohoOrganization[]) : [])
+      .filter((org) => org.id !== undefined && org.id !== null)
+      .map((org) => ({
+        id: String(org.id),
+        name: org.companyName || org.portalName || String(org.id),
+      }))
+
+    return NextResponse.json({ organizations })
+  } catch (error) {
+    const message = getErrorMessage(error, 'Failed to list organizations')
+    logger.error('Error listing Zoho Desk organizations', { error: message })
+    return NextResponse.json({ error: message }, { status: 502 })
+  }
+})
diff --git a/apps/sim/app/api/tools/zoho_desk/selector-credential.ts b/apps/sim/app/api/tools/zoho_desk/selector-credential.ts
new file mode 100644
index 00000000000..dbffa284a14
--- /dev/null
+++ b/apps/sim/app/api/tools/zoho_desk/selector-credential.ts
@@ -0,0 +1,95 @@
+import { db } from '@sim/db'
+import { account } from '@sim/db/schema'
+import { createLogger } from '@sim/logger'
+import { eq } from 'drizzle-orm'
+import { type NextRequest, NextResponse } from 'next/server'
+import { authorizeCredentialUse } from '@/lib/auth/credential-access'
+import { resolveCredentialAccessToken, resolveOAuthAccountId } from '@/app/api/auth/oauth/utils'
+import { extractZohoDeskBaseFromScope } from '@/tools/zoho_desk/host-allowlist'
+import { getZohoDeskApiBase } from '@/tools/zoho_desk/utils'
+
+const logger = createLogger('ZohoDeskSelectorCredential')
+
+interface ResolvedZohoDeskCredential {
+  accessToken: string
+  /** Desk REST base including the `/api/v1` suffix, anchored to the Zoho apex allowlist. */
+  apiBase: string
+}
+
+type ResolveResult =
+  | { ok: true; credential: ResolvedZohoDeskCredential }
+  | { ok: false; response: NextResponse }
+
+/**
+ * Resolve a Zoho Desk credential id into an access token plus the data-center
+ * Desk REST base, for the selector routes.
+ *
+ * Both credential kinds are covered by one path:
+ * - `zoho-desk-service-account` (client credentials): the minter returns the
+ *   data center's Desk base as `apiDomain` on every mint, so it comes straight
+ *   off the token result.
+ * - OAuth connection: the token exchange persists the derived Desk base in the
+ *   credential's scope string, so it is read back from the `account` row.
+ *
+ * The token never leaves the server — unlike the previous combobox, which
+ * fetched it into the browser before posting it back.
+ */
+export async function resolveZohoDeskSelectorCredential(
+  request: NextRequest,
+  params: { credentialId: string; workflowId?: string; requestId: string }
+): Promise<ResolveResult> {
+  const { credentialId, workflowId, requestId } = params
+
+  const authz = await authorizeCredentialUse(request, { credentialId, workflowId })
+  if (!authz.ok || !authz.credentialOwnerUserId) {
+    return {
+      ok: false,
+      response: NextResponse.json({ error: authz.error || 'Unauthorized' }, { status: 403 }),
+    }
+  }
+
+  const tokenResult = await resolveCredentialAccessToken(
+    credentialId,
+    authz.credentialOwnerUserId,
+    requestId
+  )
+  if (!tokenResult?.accessToken) {
+    logger.error('Failed to get Zoho Desk access token', { credentialId })
+    return {
+      ok: false,
+      response: NextResponse.json(
+        { error: 'Could not retrieve access token', authRequired: true },
+        { status: 401 }
+      ),
+    }
+  }
+
+  // Service-account mints carry `apiDomain`; an OAuth connection stores the same
+  // value on its account row instead. Falling through to `undefined` lets
+  // getZohoDeskApiBase apply the US default rather than guessing a host.
+  const apiDomain = tokenResult.apiDomain ?? (await readOAuthApiDomain(credentialId))
+
+  return {
+    ok: true,
+    credential: {
+      accessToken: tokenResult.accessToken,
+      apiBase: getZohoDeskApiBase({ apiDomain }),
+    },
+  }
+}
+
+async function readOAuthApiDomain(credentialId: string): Promise<string | undefined> {
+  try {
+    const resolved = await resolveOAuthAccountId(credentialId)
+    if (!resolved?.accountId) return undefined
+    const [row] = await db
+      .select({ scope: account.scope })
+      .from(account)
+      .where(eq(account.id, resolved.accountId))
+      .limit(1)
+    return extractZohoDeskBaseFromScope(row?.scope)
+  } catch (error) {
+    logger.warn('Failed to resolve Zoho Desk data center from credential', { error })
+    return undefined
+  }
+}
diff --git a/apps/sim/app/workspace/[workspaceId]/integrations/components/connect-service-account-modal/client-credential-account-modal.tsx b/apps/sim/app/workspace/[workspaceId]/integrations/components/connect-service-account-modal/client-credential-account-modal.tsx
index 1d7f000d371..1d6d0c014d0 100644
--- a/apps/sim/app/workspace/[workspaceId]/integrations/components/connect-service-account-modal/client-credential-account-modal.tsx
+++ b/apps/sim/app/workspace/[workspaceId]/integrations/components/connect-service-account-modal/client-credential-account-modal.tsx
@@ -35,7 +35,10 @@ function messageForClientCredentialError(
   descriptor: ClientCredentialAccountDescriptor
 ): string {
   if (isApiClientError(err) && err.code) {
-    const fieldLabels = descriptor.fields.map((field) => field.label).join(', ')
+    const fieldLabels = descriptor.fields
+      .filter((field) => !field.optional)
+      .map((field) => field.label)
+      .join(', ')
     switch (err.code) {
       case 'invalid_credentials':
         return `We couldn't authenticate with those credentials. Check that the ${fieldLabels} all belong to the same ${descriptor.serviceLabel} app and that the app is authorized.`
@@ -92,6 +95,7 @@ export function ClientCredentialAccountModal({
   const [clientId, setClientId] = useState('')
   const [clientSecret, setClientSecret] = useState('')
   const [orgId, setOrgId] = useState('')
+  const [dataCenter, setDataCenter] = useState('')
   const [displayName, setDisplayName] = useState(initialDisplayName ?? '')
   const [description, setDescription] = useState(initialDescription ?? '')
   const [error, setError] = useState<string | null>(null)
@@ -104,6 +108,7 @@ export function ClientCredentialAccountModal({
     setClientId('')
     setClientSecret('')
     setOrgId('')
+    setDataCenter('')
     setDisplayName(initialDisplayName ?? '')
     setDescription(initialDescription ?? '')
     setError(null)
@@ -112,10 +117,12 @@ export function ClientCredentialAccountModal({
   const clientIdField = descriptor.fields.find((field) => field.id === 'clientId')
   const clientSecretField = descriptor.fields.find((field) => field.id === 'clientSecret')
   const orgIdField = descriptor.fields.find((field) => field.id === 'orgId')
+  const dataCenterField = descriptor.fields.find((field) => field.id === 'dataCenter')
 
   const trimmedClientId = clientId.trim()
   const trimmedClientSecret = clientSecret.trim()
   const trimmedOrgId = orgId.trim()
+  const trimmedDataCenter = dataCenter.trim()
   const isPending = createCredential.isPending || updateCredential.isPending
   const isDisabled = !trimmedClientId || !trimmedClientSecret || !trimmedOrgId || isPending
 
@@ -136,6 +143,7 @@ export function ClientCredentialAccountModal({
         clientId: trimmedClientId,
         clientSecret: trimmedClientSecret,
         orgId: trimmedOrgId,
+        dataCenter: trimmedDataCenter || undefined,
       }
       if (credentialId) {
         await updateCredential.mutateAsync({
@@ -227,6 +235,21 @@ export function ClientCredentialAccountModal({
           />
         )}
 
+        {dataCenterField && (
+          <ChipModalField
+            type='input'
+            title={dataCenterField.label}
+            value={dataCenter}
+            onChange={(value) => {
+              setDataCenter(value)
+              if (error) setError(null)
+            }}
+            placeholder={dataCenterField.placeholder}
+            autoComplete='off'
+            hint={hintFor(dataCenterField, trimmedDataCenter) ?? dataCenterField.hintMessage}
+          />
+        )}
+
         <ChipModalField
           type='input'
           title='Display name'
diff --git a/apps/sim/blocks/blocks/zoho-desk.ts b/apps/sim/blocks/blocks/zoho-desk.ts
new file mode 100644
index 00000000000..bf63bb4e989
--- /dev/null
+++ b/apps/sim/blocks/blocks/zoho-desk.ts
@@ -0,0 +1,707 @@
+import { ZohoDeskIcon } from '@/components/icons'
+import { getScopesForService } from '@/lib/oauth/utils'
+import type { BlockConfig, BlockMeta } from '@/blocks/types'
+import { AuthMode, IntegrationType } from '@/blocks/types'
+import type { ZohoDeskResponse } from '@/tools/zoho_desk/types'
+import { getTrigger } from '@/triggers'
+
+/** Operations that require an organization to be selected. */
+const OPERATIONS_NEEDING_ORG = [
+  'list_tickets',
+  'get_ticket',
+  'update_ticket',
+  'list_comments',
+  'add_comment',
+  'list_threads',
+  'get_thread',
+  'get_contact',
+  'get_attachment',
+]
+
+export const ZohoDeskBlock: BlockConfig<ZohoDeskResponse> = {
+  type: 'zoho_desk',
+  name: 'Zoho Desk',
+  description: 'Manage Zoho Desk tickets, comments, threads, and contacts',
+  authMode: AuthMode.OAuth,
+  triggerAllowed: true,
+  longDescription:
+    'Read and update Zoho Desk tickets, manage comments and threads, look up contacts, and download attachments. Can also trigger workflows from Zoho Desk webhook events.',
+  docsLink: 'https://docs.sim.ai/integrations/zoho_desk',
+  category: 'tools',
+  integrationType: IntegrationType.Support,
+  bgColor: '#E42527',
+  icon: ZohoDeskIcon,
+  subBlocks: [
+    {
+      id: 'operation',
+      title: 'Operation',
+      type: 'dropdown',
+      options: [
+        { label: 'List Tickets', id: 'list_tickets' },
+        { label: 'Get Ticket', id: 'get_ticket' },
+        { label: 'Update Ticket', id: 'update_ticket' },
+        { label: 'List Comments', id: 'list_comments' },
+        { label: 'Add Comment', id: 'add_comment' },
+        { label: 'List Threads', id: 'list_threads' },
+        { label: 'Get Thread', id: 'get_thread' },
+        { label: 'Get Contact', id: 'get_contact' },
+        { label: 'Get Attachment', id: 'get_attachment' },
+        { label: 'List Organizations', id: 'list_organizations' },
+      ],
+      value: () => 'list_tickets',
+    },
+    {
+      id: 'credential',
+      title: 'Zoho Desk Account',
+      type: 'oauth-input',
+      canonicalParamId: 'oauthCredential',
+      mode: 'basic',
+      required: true,
+      serviceId: 'zoho-desk',
+      requiredScopes: getScopesForService('zoho-desk'),
+      placeholder: 'Select Zoho Desk account',
+    },
+    {
+      id: 'manualCredential',
+      title: 'Zoho Desk Account',
+      type: 'short-input',
+      canonicalParamId: 'oauthCredential',
+      mode: 'advanced',
+      placeholder: 'Enter credential ID',
+      required: true,
+    },
+    {
+      id: 'orgId',
+      title: 'Organization',
+      type: 'project-selector',
+      canonicalParamId: 'orgId',
+      serviceId: 'zoho-desk',
+      selectorKey: 'zoho_desk.organizations',
+      placeholder: 'Select an organization',
+      dependsOn: ['credential'],
+      mode: 'basic',
+      condition: { field: 'operation', value: OPERATIONS_NEEDING_ORG },
+      required: { field: 'operation', value: OPERATIONS_NEEDING_ORG },
+    },
+    {
+      id: 'manualOrgId',
+      title: 'Organization ID',
+      type: 'short-input',
+      canonicalParamId: 'orgId',
+      placeholder: 'Enter organization ID',
+      mode: 'advanced',
+      condition: { field: 'operation', value: OPERATIONS_NEEDING_ORG },
+      required: { field: 'operation', value: OPERATIONS_NEEDING_ORG },
+    },
+    // Ticket ID (shared by several operations)
+    {
+      id: 'ticketId',
+      title: 'Ticket ID',
+      type: 'short-input',
+      placeholder: 'Enter ticket ID',
+      condition: {
+        field: 'operation',
+        value: [
+          'get_ticket',
+          'update_ticket',
+          'list_comments',
+          'add_comment',
+          'list_threads',
+          'get_thread',
+        ],
+      },
+      required: {
+        field: 'operation',
+        value: [
+          'get_ticket',
+          'update_ticket',
+          'list_comments',
+          'add_comment',
+          'list_threads',
+          'get_thread',
+        ],
+      },
+    },
+    {
+      id: 'threadId',
+      title: 'Thread ID',
+      type: 'short-input',
+      placeholder: 'Enter thread ID',
+      condition: { field: 'operation', value: 'get_thread' },
+      required: { field: 'operation', value: 'get_thread' },
+    },
+    {
+      id: 'contactId',
+      title: 'Contact ID',
+      type: 'short-input',
+      placeholder: 'Enter contact ID',
+      condition: { field: 'operation', value: 'get_contact' },
+      required: { field: 'operation', value: 'get_contact' },
+    },
+    // Add comment
+    {
+      id: 'content',
+      title: 'Comment',
+      type: 'long-input',
+      placeholder: 'Comment content',
+      condition: { field: 'operation', value: 'add_comment' },
+      required: { field: 'operation', value: 'add_comment' },
+    },
+    {
+      id: 'contentType',
+      title: 'Content Type',
+      type: 'dropdown',
+      options: [
+        { label: 'Plain text', id: 'plainText' },
+        { label: 'HTML', id: 'html' },
+      ],
+      value: () => 'plainText',
+      mode: 'advanced',
+      condition: { field: 'operation', value: 'add_comment' },
+    },
+    {
+      id: 'isPublic',
+      title: 'Public Comment',
+      type: 'switch',
+      defaultValue: false,
+      condition: { field: 'operation', value: 'add_comment' },
+    },
+    // Update ticket
+    {
+      id: 'subject',
+      title: 'Subject',
+      type: 'short-input',
+      placeholder: 'New subject',
+      condition: { field: 'operation', value: 'update_ticket' },
+    },
+    // status/priority are deliberately split per operation rather than shared.
+    // A subBlock keeps its value when the operation changes, and the two uses are
+    // semantically opposite: on list_tickets they are filters (comma-separated,
+    // matching), on update_ticket they are the new value written to the ticket.
+    // Sharing one field meant a filter of "Open,On Hold" could be PATCHed onto a
+    // ticket, and an update value of "Closed" could silently filter a later list.
+    {
+      id: 'status',
+      title: 'Status',
+      type: 'short-input',
+      placeholder: 'e.g. Closed',
+      condition: { field: 'operation', value: 'update_ticket' },
+    },
+    {
+      id: 'priority',
+      title: 'Priority',
+      type: 'short-input',
+      placeholder: 'e.g. High',
+      condition: { field: 'operation', value: 'update_ticket' },
+    },
+    {
+      id: 'statusFilter',
+      title: 'Status',
+      type: 'short-input',
+      placeholder: 'Filter, e.g. Open,On Hold',
+      condition: { field: 'operation', value: 'list_tickets' },
+    },
+    {
+      id: 'priorityFilter',
+      title: 'Priority',
+      type: 'short-input',
+      placeholder: 'Filter, e.g. High,Urgent',
+      condition: { field: 'operation', value: 'list_tickets' },
+    },
+    {
+      id: 'assigneeId',
+      title: 'Assignee',
+      type: 'project-selector',
+      canonicalParamId: 'assigneeId',
+      serviceId: 'zoho-desk',
+      selectorKey: 'zoho_desk.agents',
+      placeholder: 'Assign the ticket to this agent',
+      dependsOn: ['credential', 'orgId'],
+      mode: 'basic',
+      condition: { field: 'operation', value: 'update_ticket' },
+    },
+    {
+      id: 'manualAssigneeId',
+      title: 'Assignee ID',
+      type: 'short-input',
+      canonicalParamId: 'assigneeId',
+      placeholder: 'Agent ID',
+      mode: 'advanced',
+      condition: { field: 'operation', value: 'update_ticket' },
+    },
+    {
+      id: 'description',
+      title: 'Description',
+      type: 'long-input',
+      placeholder: 'Replace the ticket description',
+      condition: { field: 'operation', value: 'update_ticket' },
+      mode: 'advanced',
+    },
+    {
+      id: 'resolution',
+      title: 'Resolution',
+      type: 'long-input',
+      placeholder: 'Resolution notes',
+      condition: { field: 'operation', value: 'update_ticket' },
+      mode: 'advanced',
+    },
+    {
+      id: 'classification',
+      title: 'Classification',
+      type: 'dropdown',
+      options: [
+        { label: 'Problem', id: 'Problem' },
+        { label: 'Request', id: 'Request' },
+        { label: 'Question', id: 'Question' },
+        { label: 'Others', id: 'Others' },
+      ],
+      condition: { field: 'operation', value: 'update_ticket' },
+      mode: 'advanced',
+    },
+    {
+      id: 'departmentId',
+      title: 'Department',
+      type: 'project-selector',
+      canonicalParamId: 'departmentId',
+      serviceId: 'zoho-desk',
+      selectorKey: 'zoho_desk.departments',
+      placeholder: 'Move ticket to this department',
+      dependsOn: ['credential', 'orgId'],
+      mode: 'basic',
+      condition: { field: 'operation', value: 'update_ticket' },
+    },
+    {
+      id: 'manualDepartmentId',
+      title: 'Department ID',
+      type: 'short-input',
+      canonicalParamId: 'departmentId',
+      placeholder: 'Move ticket to this department',
+      mode: 'advanced',
+      condition: { field: 'operation', value: 'update_ticket' },
+    },
+    {
+      id: 'category',
+      title: 'Category',
+      type: 'short-input',
+      condition: { field: 'operation', value: 'update_ticket' },
+      mode: 'advanced',
+    },
+    {
+      id: 'subCategory',
+      title: 'Sub-category',
+      type: 'short-input',
+      condition: { field: 'operation', value: 'update_ticket' },
+      mode: 'advanced',
+    },
+    {
+      id: 'dueDate',
+      title: 'Due Date',
+      type: 'short-input',
+      placeholder: 'ISO 8601 timestamp',
+      condition: { field: 'operation', value: 'update_ticket' },
+      mode: 'advanced',
+      wandConfig: {
+        enabled: true,
+        prompt: 'Generate an ISO 8601 timestamp. Return ONLY the timestamp string.',
+        generationType: 'timestamp',
+      },
+    },
+    {
+      id: 'customFields',
+      title: 'Custom Fields',
+      type: 'long-input',
+      placeholder: '{"cf_severity": "High"}',
+      condition: { field: 'operation', value: 'update_ticket' },
+      mode: 'advanced',
+      wandConfig: {
+        enabled: true,
+        prompt:
+          'Generate a JSON object mapping Zoho Desk custom field API names (they start with cf_) to values. Return ONLY the JSON object - no explanations, no extra text.',
+        generationType: 'json-object',
+      },
+    },
+    // Get attachment
+    {
+      id: 'href',
+      title: 'Attachment href',
+      type: 'short-input',
+      placeholder: 'Attachment download href from a thread or comment',
+      condition: { field: 'operation', value: 'get_attachment' },
+      required: { field: 'operation', value: 'get_attachment' },
+    },
+    {
+      id: 'fileName',
+      title: 'File Name',
+      type: 'short-input',
+      placeholder: 'Optional file name',
+      condition: { field: 'operation', value: 'get_attachment' },
+      mode: 'advanced',
+    },
+    // Shared filters / options
+    {
+      id: 'departmentIds',
+      title: 'Departments',
+      type: 'project-selector',
+      canonicalParamId: 'departmentIds',
+      serviceId: 'zoho-desk',
+      selectorKey: 'zoho_desk.departments',
+      multiSelect: true,
+      placeholder: 'Filter by department',
+      dependsOn: ['credential', 'orgId'],
+      mode: 'basic',
+      condition: { field: 'operation', value: 'list_tickets' },
+    },
+    {
+      id: 'manualDepartmentIds',
+      title: 'Department IDs',
+      type: 'short-input',
+      canonicalParamId: 'departmentIds',
+      placeholder: 'Comma-separated department IDs',
+      mode: 'advanced',
+      condition: { field: 'operation', value: 'list_tickets' },
+    },
+    {
+      id: 'include',
+      title: 'Include',
+      type: 'short-input',
+      placeholder: 'e.g. contacts,assignee',
+      condition: { field: 'operation', value: ['list_tickets', 'get_ticket'] },
+      mode: 'advanced',
+    },
+    {
+      id: 'sortBy',
+      title: 'Sort By',
+      type: 'short-input',
+      placeholder: 'createdTime, customerResponseTime, or responseDueDate',
+      condition: { field: 'operation', value: 'list_tickets' },
+      mode: 'advanced',
+    },
+    {
+      id: 'from',
+      title: 'From',
+      type: 'short-input',
+      placeholder: 'Start index (0-based)',
+      condition: {
+        field: 'operation',
+        value: ['list_tickets', 'list_comments', 'list_threads'],
+      },
+      mode: 'advanced',
+    },
+    {
+      id: 'limit',
+      title: 'Limit',
+      type: 'short-input',
+      placeholder: 'Max results (tickets/comments 100, threads 200)',
+      condition: {
+        field: 'operation',
+        value: ['list_tickets', 'list_comments', 'list_threads'],
+      },
+      mode: 'advanced',
+    },
+    ...getTrigger('zoho_desk').subBlocks,
+  ],
+  tools: {
+    access: [
+      'zoho_desk_list_tickets',
+      'zoho_desk_get_ticket',
+      'zoho_desk_update_ticket',
+      'zoho_desk_list_comments',
+      'zoho_desk_add_comment',
+      'zoho_desk_list_threads',
+      'zoho_desk_get_thread',
+      'zoho_desk_get_contact',
+      'zoho_desk_get_attachment',
+      'zoho_desk_list_organizations',
+    ],
+    config: {
+      tool: (params) => `zoho_desk_${params.operation}`,
+      params: (params) => {
+        // Pull raw pagination out of the spread so invalid values never reach the
+        // tool; only re-add them when Number() yields a finite value (a non-numeric
+        // typo would otherwise become NaN and produce an invalid Zoho query param).
+        const {
+          oauthCredential,
+          from: rawFrom,
+          limit: rawLimit,
+          contentType,
+          isPublic,
+          status: rawStatus,
+          priority: rawPriority,
+          statusFilter: rawStatusFilter,
+          priorityFilter: rawPriorityFilter,
+          customFields: rawCustomFields,
+          departmentIds: rawDepartmentIds,
+          ...rest
+        } = params
+        const result: Record<string, unknown> = { ...rest, oauthCredential }
+
+        // The basic-mode department picker is multi-select, so it stores an
+        // array while the advanced manual field stores the raw comma-separated
+        // string Zoho's `departmentIds` query param expects. Normalize both to
+        // that string so the wire format never depends on which mode was used.
+        const departmentIds = Array.isArray(rawDepartmentIds)
+          ? rawDepartmentIds
+              .map((id) => String(id).trim())
+              .filter(Boolean)
+              .join(',')
+          : typeof rawDepartmentIds === 'string'
+            ? rawDepartmentIds.trim()
+            : ''
+        if (departmentIds) result.departmentIds = departmentIds
+
+        // contentType is the comment's content type; its default would otherwise
+        // serialize for every operation (e.g. get_attachment, which has no such
+        // param). Only forward it for add_comment so the UI can't imply an option
+        // that has no effect elsewhere.
+        if (params.operation === 'add_comment' && typeof contentType === 'string' && contentType) {
+          result.contentType = contentType
+        }
+
+        // Zoho documents from >= 0 and limit >= 1 as integers; a negative or
+        // fractional value reaches the API as an opaque provider error, so drop
+        // anything outside those bounds here rather than round-tripping it.
+        // `null` is checked explicitly: the serializer initializes untouched
+        // subBlocks to null, and Number(null) is 0 — which would otherwise inject
+        // from=0 on every operation instead of leaving the param unset.
+        if (rawFrom !== undefined && rawFrom !== null && rawFrom !== '') {
+          const from = Number(rawFrom)
+          if (Number.isInteger(from) && from >= 0) result.from = from
+        }
+        if (rawLimit !== undefined && rawLimit !== null && rawLimit !== '') {
+          const limit = Number(rawLimit)
+          if (Number.isInteger(limit) && limit >= 1) result.limit = limit
+        }
+        // Gated for the same reason as contentType above: isPublic carries a
+        // defaultValue, so forwarding it unconditionally would serialize a
+        // comment-only field onto every other operation's params. Destructured
+        // out of `rest` so the default never reaches non-comment operations.
+        if (params.operation === 'add_comment' && isPublic !== undefined) {
+          result.isPublic = isPublic === true || isPublic === 'true'
+        }
+        // Gated to update_ticket for the same reason as contentType and isPublic
+        // above: the subBlock keeps its value when the operation changes, so
+        // stale (or half-typed) JSON left behind after switching away from
+        // Update Ticket would otherwise fail every unrelated operation with
+        // "Invalid JSON provided for custom fields" - on runs that never send it.
+        // Only list_tickets and update_ticket declare status/priority. The other
+        // eight operations must receive neither - a ternary with a bare `else`
+        // would forward a stale Update Ticket value into e.g. get_ticket.
+        const activeStatus =
+          params.operation === 'list_tickets'
+            ? rawStatusFilter
+            : params.operation === 'update_ticket'
+              ? rawStatus
+              : undefined
+        const activePriority =
+          params.operation === 'list_tickets'
+            ? rawPriorityFilter
+            : params.operation === 'update_ticket'
+              ? rawPriority
+              : undefined
+        if (activeStatus !== undefined && activeStatus !== null && activeStatus !== '') {
+          result.status = activeStatus
+        }
+        if (activePriority !== undefined && activePriority !== null && activePriority !== '') {
+          result.priority = activePriority
+        }
+
+        if (params.operation === 'update_ticket' && rawCustomFields !== undefined) {
+          if (typeof rawCustomFields === 'string') {
+            if (rawCustomFields.trim()) {
+              try {
+                result.customFields = JSON.parse(rawCustomFields)
+              } catch {
+                throw new Error('Invalid JSON provided for custom fields')
+              }
+            }
+          } else if (rawCustomFields !== null) {
+            // Already an object when an agent supplies it directly.
+            result.customFields = rawCustomFields
+          }
+        }
+        return result
+      },
+    },
+  },
+  inputs: {
+    operation: { type: 'string', description: 'Operation to perform' },
+    oauthCredential: { type: 'string', description: 'Zoho Desk credential' },
+    orgId: { type: 'string', description: 'Zoho Desk organization ID' },
+    ticketId: { type: 'string', description: 'Ticket ID' },
+    threadId: { type: 'string', description: 'Thread ID' },
+    contactId: { type: 'string', description: 'Contact ID' },
+    content: { type: 'string', description: 'Comment content' },
+    contentType: { type: 'string', description: 'Comment content type (plainText/html)' },
+    isPublic: { type: 'boolean', description: 'Whether a comment is public' },
+    subject: { type: 'string', description: 'Ticket subject' },
+    status: { type: 'string', description: 'Ticket status to set' },
+    statusFilter: { type: 'string', description: 'Status filter for listing tickets' },
+    priorityFilter: { type: 'string', description: 'Priority filter for listing tickets' },
+    priority: { type: 'string', description: 'Ticket priority' },
+    assigneeId: { type: 'string', description: 'Assignee (agent) ID' },
+    description: { type: 'string', description: 'Ticket description' },
+    resolution: { type: 'string', description: 'Resolution notes' },
+    classification: { type: 'string', description: 'Ticket classification' },
+    departmentId: { type: 'string', description: 'Department ID to move a ticket to' },
+    departmentIds: { type: 'string', description: 'Department IDs to filter by (comma-separated)' },
+    category: { type: 'string', description: 'Ticket category' },
+    subCategory: { type: 'string', description: 'Ticket sub-category' },
+    dueDate: { type: 'string', description: 'Ticket due date' },
+    customFields: { type: 'json', description: 'Custom field values' },
+    href: { type: 'string', description: 'Attachment download href' },
+    fileName: { type: 'string', description: 'Downloaded file name' },
+    include: { type: 'string', description: 'Related data to include' },
+    sortBy: { type: 'string', description: 'Sort field' },
+    from: { type: 'number', description: 'Pagination start index' },
+    limit: { type: 'number', description: 'Maximum results' },
+  },
+  outputs: {
+    tickets: { type: 'array', description: 'List of tickets' },
+    ticket: { type: 'json', description: 'A single ticket' },
+    comments: { type: 'array', description: 'List of comments' },
+    comment: { type: 'json', description: 'A single comment' },
+    threads: { type: 'array', description: 'List of threads' },
+    thread: { type: 'json', description: 'A single thread' },
+    contact: { type: 'json', description: 'A contact' },
+    organizations: { type: 'array', description: 'Accessible organizations' },
+    file: { type: 'file', description: 'Downloaded attachment file' },
+    count: { type: 'number', description: 'Number of items returned' },
+  },
+  triggers: {
+    enabled: true,
+    available: ['zoho_desk'],
+  },
+}
+
+export const ZohoDeskBlockMeta = {
+  tags: ['customer-support', 'ticketing', 'automation'],
+  url: 'https://www.zoho.com/desk/',
+  templates: [
+    {
+      icon: ZohoDeskIcon,
+      title: 'Zoho Desk new-ticket Slack alert',
+      prompt:
+        'When a new ticket is created in Zoho Desk, send a formatted Slack message to my support channel with the subject, priority, requester, and a link to the ticket.',
+      modules: ['agent', 'workflows'],
+      category: 'support',
+      tags: ['automation', 'communication'],
+      alsoIntegrations: ['slack'],
+    },
+    {
+      icon: ZohoDeskIcon,
+      title: 'Zoho Desk AI ticket triage',
+      prompt:
+        'When a Zoho Desk ticket is created, read the subject and description, classify the priority and category, and update the ticket with the suggested priority and a triage comment.',
+      modules: ['agent', 'workflows'],
+      category: 'support',
+      tags: ['automation', 'ai'],
+    },
+    {
+      icon: ZohoDeskIcon,
+      title: 'Zoho Desk AI draft reply',
+      prompt:
+        'When a customer adds a new thread to a Zoho Desk ticket, fetch the full thread, draft a helpful reply grounded in my knowledge base, and post it as a private comment for an agent to review.',
+      modules: ['agent', 'knowledge-base', 'workflows'],
+      category: 'support',
+      tags: ['ai', 'automation'],
+    },
+    {
+      icon: ZohoDeskIcon,
+      title: 'Zoho Desk escalation watcher',
+      prompt:
+        'Create a scheduled workflow that lists open high-priority Zoho Desk tickets with no agent response, and pings the on-call engineer in Slack with the ticket details.',
+      modules: ['scheduled', 'agent', 'workflows'],
+      category: 'support',
+      tags: ['monitoring', 'automation'],
+      alsoIntegrations: ['slack'],
+    },
+    {
+      icon: ZohoDeskIcon,
+      title: 'Zoho Desk daily support digest',
+      prompt:
+        'Build a scheduled workflow that pulls all Zoho Desk tickets updated in the last 24 hours, summarizes volume by status and priority, and emails a digest to the support lead.',
+      modules: ['scheduled', 'agent', 'workflows'],
+      category: 'support',
+      tags: ['reporting', 'automation'],
+    },
+    {
+      icon: ZohoDeskIcon,
+      title: 'Zoho Desk contact enrichment',
+      prompt:
+        'When a Zoho Desk ticket is created, look up the contact, enrich it with data from our CRM, and add a comment summarizing the customer context for the agent.',
+      modules: ['agent', 'workflows'],
+      category: 'support',
+      tags: ['automation', 'ai'],
+    },
+    {
+      icon: ZohoDeskIcon,
+      title: 'Zoho Desk knowledge search',
+      prompt:
+        'Create a knowledge base from my resolved Zoho Desk tickets and threads so I can ask an agent questions like "how did we resolve the billing sync issue?" and get answers with ticket citations.',
+      modules: ['knowledge-base', 'agent'],
+      category: 'support',
+      tags: ['research', 'ai'],
+    },
+    {
+      icon: ZohoDeskIcon,
+      title: 'Zoho Desk attachment archiver',
+      prompt:
+        'When a Zoho Desk ticket thread includes an attachment, download the file and upload it to Google Drive in a folder named after the ticket number.',
+      modules: ['agent', 'files', 'workflows'],
+      category: 'support',
+      tags: ['automation', 'files'],
+      alsoIntegrations: ['google_drive'],
+    },
+  ],
+  skills: [
+    {
+      name: 'triage-new-ticket',
+      description:
+        'Read an incoming Zoho Desk ticket, classify it, and set priority, classification, category, and assignee.',
+      content:
+        '# Triage a Zoho Desk Ticket\n\nClassify a newly created ticket and route it to the right owner.\n\n## Steps\n1. If the organization ID is unknown, List Organizations and pick the portal to work in.\n2. Get Ticket for the ticket ID and read subject, descriptionText, channel, and status.\n3. Decide the urgency and the owning team from the content, and pick a classification of Problem, Request, Question, or Others.\n4. Update Ticket to set priority, classification, category and subCategory, and the assigneeId or departmentId that should own it.\n5. Add Comment as an internal note explaining the triage decision so the agent who picks it up has the reasoning.\n\n## Output\nReport the ticket ID and number, the classification and priority set, the assignee or department it was routed to, and anything ambiguous that needs a human decision.',
+    },
+    {
+      name: 'escalate-overdue-tickets',
+      description:
+        'Find Zoho Desk tickets past or near their response due date and escalate them with a higher priority and an owner.',
+      content:
+        '# Escalate Overdue Tickets\n\nCatch tickets that are breaching or about to breach their response commitment.\n\n## Steps\n1. List Tickets filtered to open statuses, sorted by responseDueDate so the soonest-due tickets come first. Page with from and limit if the queue is large.\n2. Compare responseDueDate and dueDate against the current time to separate already-breached tickets from ones due shortly.\n3. For each breached ticket, Update Ticket to raise priority and reassign to the escalation owner via assigneeId or departmentId.\n4. Add Comment as an internal note recording that the ticket was escalated, how overdue it was, and who now owns it.\n\n## Output\nA list of escalated tickets with ticket number, how far past due each was, the new priority, and the new owner. Include a separate at-risk list of tickets due soon but not yet breached.',
+    },
+    {
+      name: 'daily-ticket-digest',
+      description:
+        'Summarize the current Zoho Desk queue by status, priority, and age into a digest for the support team.',
+      content:
+        '# Daily Ticket Digest\n\nProduce a morning read on where the support queue stands.\n\n## Steps\n1. List Tickets for the department, filtering by the statuses you care about such as "Open,On Hold". Page with from and limit until the queue is covered.\n2. Group the results by status, priority, and assignee, and compute counts for each group.\n3. Flag unassigned tickets, tickets past responseDueDate, and anything that has sat untouched since createdTime.\n4. Write a short narrative of what changed and what needs attention today.\n\n## Output\nA digest with counts by status and priority, load per assignee, and a callout list of unassigned and overdue tickets by ticket number. State the filters used so the numbers are reproducible.',
+    },
+    {
+      name: 'draft-reply-as-internal-note',
+      description:
+        'Read a Zoho Desk ticket conversation and post a suggested reply as a private comment for an agent to review.',
+      content:
+        '# Draft a Reply as an Internal Note\n\nPrepare a response an agent can review and send, without messaging the customer directly.\n\n## Steps\n1. Get Ticket to read the subject, descriptionText, status, and priority.\n2. List Threads for the ticket and Get Thread on the most recent customer message to read its full content.\n3. List Comments to check what has already been discussed internally so the draft does not repeat prior advice.\n4. Write a reply that answers the latest customer message, and Add Comment with isPublic set to false so it posts as an internal draft. Use plainText unless the draft genuinely contains markup.\n\n## Output\nThe ticket number, the comment ID of the posted draft, and a note on any facts the draft assumes that an agent must verify before sending. This posts an internal note only, never a reply to the customer.',
+    },
+    {
+      name: 'enrich-ticket-with-customer-context',
+      description:
+        'Pull the contact behind a Zoho Desk ticket and post a customer context summary as an internal note.',
+      content:
+        '# Enrich a Ticket With Customer Context\n\nGive the assigned agent the customer background before they start working the ticket.\n\n## Steps\n1. Get Ticket with include set to contacts so the related contact record comes back with the ticket.\n2. Get Contact for the ticket contactId to read the full contact record, including accountId, job title, email, and phone.\n3. List Tickets filtered to the same department and scan for other tickets from the same contact or account to spot repeat issues.\n4. Add Comment as an internal note summarizing who the customer is, their account, and any related open or recent tickets.\n\n## Output\nThe ticket number, the contact and account identified, a list of related tickets by number, and the internal note that was posted. Say explicitly if no contact is linked to the ticket.',
+    },
+    {
+      name: 'package-ticket-for-engineering',
+      description:
+        'Assemble a Zoho Desk ticket conversation and its attachments into a bug report, then record the escalation on the ticket.',
+      content:
+        '# Package a Ticket for Engineering\n\nTurn a support ticket into a developer-ready bug report.\n\n## Steps\n1. Get Ticket to read the subject, descriptionText, priority, and classification.\n2. List Threads and Get Thread on the relevant messages to extract reproduction steps, error text, and environment details.\n3. For each attachment referenced on a thread or comment, Get Attachment with its href to download the screenshot or log.\n4. Write the bug report with a summary, steps to reproduce, expected versus actual behavior, and the attached evidence.\n5. Update Ticket to set classification to Problem and record the tracker key in a custom field via customFields, then Add Comment as an internal note linking the escalation.\n\n## Output\nThe assembled bug report, the ticket number it came from, the attachments downloaded, and confirmation of the custom field and internal note written back to the ticket.',
+    },
+    {
+      name: 'ticket-knowledge-gap-report',
+      description:
+        'Scan recent Zoho Desk tickets for recurring themes and propose the knowledge base articles that would deflect them.',
+      content:
+        '# Ticket Knowledge Gap Report\n\nFind the questions customers keep asking that no article answers.\n\n## Steps\n1. List Tickets across the statuses and departments in scope, paging with from and limit to cover a meaningful window.\n2. Read subject, descriptionText, category, and subCategory on each and group tickets into recurring themes.\n3. Rank themes by ticket volume, and for the top ones Get Ticket and List Threads on a couple of examples to understand what the customer actually needed.\n4. For each theme, propose a knowledge base article with a working title and the questions it must answer.\n\n## Output\nA ranked table of themes with ticket counts and example ticket numbers, plus the proposed article titles and outlines. Note which themes are one-off incidents rather than genuine documentation gaps.',
+    },
+  ],
+} as const satisfies BlockMeta
diff --git a/apps/sim/blocks/registry-maps.ts b/apps/sim/blocks/registry-maps.ts
index aa4dfac717f..4ef1bad73a3 100644
--- a/apps/sim/blocks/registry-maps.ts
+++ b/apps/sim/blocks/registry-maps.ts
@@ -338,6 +338,7 @@ import { YouTubeBlock, YouTubeBlockMeta } from '@/blocks/blocks/youtube'
 import { ZendeskBlock, ZendeskBlockMeta } from '@/blocks/blocks/zendesk'
 import { ZepBlock, ZepBlockMeta } from '@/blocks/blocks/zep'
 import { ZeroBounceBlock, ZeroBounceBlockMeta } from '@/blocks/blocks/zerobounce'
+import { ZohoDeskBlock, ZohoDeskBlockMeta } from '@/blocks/blocks/zoho-desk'
 import { ZoomBlock, ZoomBlockMeta } from '@/blocks/blocks/zoom'
 import { ZoomInfoBlock, ZoomInfoBlockMeta } from '@/blocks/blocks/zoominfo'
 import type { BlockConfig, BlockMeta } from '@/blocks/types'
@@ -657,6 +658,7 @@ export const BLOCK_REGISTRY: Record<string, BlockConfig> = {
   youtube: YouTubeBlock,
   zendesk: ZendeskBlock,
   zep: ZepBlock,
+  zoho_desk: ZohoDeskBlock,
   zoom: ZoomBlock,
   zoominfo: ZoomInfoBlock,
 }
@@ -922,6 +924,7 @@ export const BLOCK_META_REGISTRY: Record<string, BlockMeta> = {
   zendesk: ZendeskBlockMeta,
   zep: ZepBlockMeta,
   zerobounce: ZeroBounceBlockMeta,
+  zoho_desk: ZohoDeskBlockMeta,
   zoom: ZoomBlockMeta,
   zoominfo: ZoomInfoBlockMeta,
 }
diff --git a/apps/sim/components/icons.tsx b/apps/sim/components/icons.tsx
index 256501851da..7b121cbc3a0 100644
--- a/apps/sim/components/icons.tsx
+++ b/apps/sim/components/icons.tsx
@@ -8927,3 +8927,20 @@ export function LogfireIcon(props: SVGProps<SVGSVGElement>) {
     </svg>
   )
 }
+
+export function ZohoDeskIcon(props: SVGProps<SVGSVGElement>) {
+  return (
+    <svg
+      {...props}
+      viewBox='0 0 24 24'
+      fill='none'
+      xmlns='http://www.w3.org/2000/svg'
+      aria-hidden='true'
+    >
+      <path
+        d='M12 2.75c-4.28 0-7.75 3.47-7.75 7.75v3.1A2.6 2.6 0 0 0 3 16.35v1.3A2.6 2.6 0 0 0 5.6 20.25h1.15a.9.9 0 0 0 .9-.9v-4.9a.9.9 0 0 0-.9-.9H6.05v-2.15a5.95 5.95 0 0 1 11.9 0v2.15h-.7a.9.9 0 0 0-.9.9v4.9c0 .17.05.33.13.47-.5.6-1.24.98-2.08.98h-1.02a1.4 1.4 0 0 0-1.31-.9h-1a1.4 1.4 0 0 0 0 2.8h1a1.4 1.4 0 0 0 1.31-.9h1.02c2.06 0 3.74-1.63 3.83-3.67a2.6 2.6 0 0 0 1.44-2.33v-1.3a2.6 2.6 0 0 0-1.25-2.22v-3.1c0-4.28-3.47-7.75-7.75-7.75Z'
+        fill='currentColor'
+      />
+    </svg>
+  )
+}
diff --git a/apps/sim/hooks/queries/credentials.ts b/apps/sim/hooks/queries/credentials.ts
index 0fee6c19a0a..25daaf06179 100644
--- a/apps/sim/hooks/queries/credentials.ts
+++ b/apps/sim/hooks/queries/credentials.ts
@@ -147,6 +147,7 @@ export function useUpdateWorkspaceCredential() {
           clientId: payload.clientId,
           clientSecret: payload.clientSecret,
           orgId: payload.orgId,
+          dataCenter: payload.dataCenter,
         },
       })
     },
diff --git a/apps/sim/hooks/selectors/helpers.ts b/apps/sim/hooks/selectors/helpers.ts
index ca4d2151abf..47a2c068d13 100644
--- a/apps/sim/hooks/selectors/helpers.ts
+++ b/apps/sim/hooks/selectors/helpers.ts
@@ -5,6 +5,7 @@ export interface OAuthTokenBundle {
   accessToken: string
   cloudId?: string
   domain?: string
+  apiDomain?: string
 }
 
 /**
@@ -24,5 +25,6 @@ export async function fetchOAuthToken(
     accessToken: token.accessToken,
     cloudId: token.cloudId,
     domain: token.domain,
+    apiDomain: token.apiDomain,
   }
 }
diff --git a/apps/sim/hooks/selectors/providers/zoho-desk/selectors.test.ts b/apps/sim/hooks/selectors/providers/zoho-desk/selectors.test.ts
new file mode 100644
index 00000000000..846a45a6058
--- /dev/null
+++ b/apps/sim/hooks/selectors/providers/zoho-desk/selectors.test.ts
@@ -0,0 +1,188 @@
+/**
+ * @vitest-environment node
+ */
+import { beforeEach, describe, expect, it, vi } from 'vitest'
+
+const { mockRequestJson } = vi.hoisted(() => ({ mockRequestJson: vi.fn() }))
+
+vi.mock('@/lib/api/client/request', () => ({ requestJson: mockRequestJson }))
+
+import { getSelectorDefinition } from '@/hooks/selectors/registry'
+import type { SelectorQueryArgs } from '@/hooks/selectors/types'
+
+const organizations = getSelectorDefinition('zoho_desk.organizations')
+const departments = getSelectorDefinition('zoho_desk.departments')
+const agents = getSelectorDefinition('zoho_desk.agents')
+
+const orgArgs = (overrides: Partial<SelectorQueryArgs['context']> = {}): SelectorQueryArgs => ({
+  key: 'zoho_desk.organizations',
+  context: { oauthCredential: 'cred-1', workflowId: 'wf-1', ...overrides },
+})
+
+const deptArgs = (overrides: Partial<SelectorQueryArgs['context']> = {}): SelectorQueryArgs => ({
+  key: 'zoho_desk.departments',
+  context: { oauthCredential: 'cred-1', workflowId: 'wf-1', orgId: 'org-9', ...overrides },
+})
+
+const agentArgs = (overrides: Partial<SelectorQueryArgs['context']> = {}): SelectorQueryArgs => ({
+  key: 'zoho_desk.agents',
+  context: { oauthCredential: 'cred-1', workflowId: 'wf-1', orgId: 'org-9', ...overrides },
+})
+
+describe('zoho_desk.organizations selector', () => {
+  beforeEach(() => vi.clearAllMocks())
+
+  it('is enabled only once a credential is selected', () => {
+    expect(organizations.enabled?.(orgArgs())).toBe(true)
+    expect(organizations.enabled?.(orgArgs({ oauthCredential: undefined }))).toBe(false)
+  })
+
+  it('keys the query by credential', () => {
+    expect(organizations.getQueryKey(orgArgs())).toEqual([
+      'selectors',
+      'zoho_desk.organizations',
+      'cred-1',
+    ])
+    expect(organizations.getQueryKey(orgArgs({ oauthCredential: undefined }))).toEqual([
+      'selectors',
+      'zoho_desk.organizations',
+      'none',
+    ])
+  })
+
+  it('posts the credential id (never a token) and maps organizations to options', async () => {
+    mockRequestJson.mockResolvedValue({
+      organizations: [
+        { id: '700123', name: 'Zylker' },
+        { id: '700124', name: 'zPad' },
+      ],
+    })
+
+    const options = await organizations.fetchList?.(orgArgs())
+
+    expect(mockRequestJson).toHaveBeenCalledWith(
+      expect.objectContaining({ path: '/api/tools/zoho_desk/organizations' }),
+      expect.objectContaining({ body: { credential: 'cred-1', workflowId: 'wf-1' } })
+    )
+    expect(options).toEqual([
+      { id: '700123', label: 'Zylker' },
+      { id: '700124', label: 'zPad' },
+    ])
+  })
+
+  it('throws when the credential is missing rather than calling the route', async () => {
+    await expect(
+      organizations.fetchList?.(orgArgs({ oauthCredential: undefined }))
+    ).rejects.toThrow(/Missing credential/)
+    expect(mockRequestJson).not.toHaveBeenCalled()
+  })
+})
+
+describe('zoho_desk.departments selector', () => {
+  beforeEach(() => vi.clearAllMocks())
+
+  it('stays disabled until both the credential and the organization are set', () => {
+    expect(departments.enabled?.(deptArgs())).toBe(true)
+    expect(departments.enabled?.(deptArgs({ orgId: undefined }))).toBe(false)
+    expect(departments.enabled?.(deptArgs({ oauthCredential: undefined }))).toBe(false)
+  })
+
+  it('keys the query by credential and organization so switching portals refetches', () => {
+    expect(departments.getQueryKey(deptArgs())).toEqual([
+      'selectors',
+      'zoho_desk.departments',
+      'cred-1',
+      'org-9',
+    ])
+    expect(departments.getQueryKey(deptArgs({ orgId: undefined }))).toEqual([
+      'selectors',
+      'zoho_desk.departments',
+      'cred-1',
+      'none',
+    ])
+  })
+
+  it('forwards the organization id and maps departments to options', async () => {
+    mockRequestJson.mockResolvedValue({
+      departments: [{ id: '1892000000082069', name: 'Zylker' }],
+    })
+
+    const options = await departments.fetchList?.(deptArgs())
+
+    expect(mockRequestJson).toHaveBeenCalledWith(
+      expect.objectContaining({ path: '/api/tools/zoho_desk/departments' }),
+      expect.objectContaining({
+        body: { credential: 'cred-1', orgId: 'org-9', workflowId: 'wf-1' },
+      })
+    )
+    expect(options).toEqual([{ id: '1892000000082069', label: 'Zylker' }])
+  })
+
+  it('throws when the organization is missing rather than calling the route unscoped', async () => {
+    await expect(departments.fetchList?.(deptArgs({ orgId: undefined }))).rejects.toThrow(
+      /Missing organization ID/
+    )
+    expect(mockRequestJson).not.toHaveBeenCalled()
+  })
+})
+
+describe('zoho_desk.agents selector', () => {
+  beforeEach(() => vi.clearAllMocks())
+
+  it('stays disabled until both the credential and the organization are set', () => {
+    expect(agents.enabled?.(agentArgs())).toBe(true)
+    expect(agents.enabled?.(agentArgs({ orgId: undefined }))).toBe(false)
+    expect(agents.enabled?.(agentArgs({ oauthCredential: undefined }))).toBe(false)
+  })
+
+  it('keys the query by credential and organization so switching portals refetches', () => {
+    expect(agents.getQueryKey(agentArgs())).toEqual([
+      'selectors',
+      'zoho_desk.agents',
+      'cred-1',
+      'org-9',
+    ])
+    expect(agents.getQueryKey(agentArgs({ orgId: undefined }))).toEqual([
+      'selectors',
+      'zoho_desk.agents',
+      'cred-1',
+      'none',
+    ])
+  })
+
+  it('forwards the organization id and maps agents to options', async () => {
+    mockRequestJson.mockResolvedValue({
+      agents: [
+        { id: '1892000000056007', name: 'zyl case' },
+        { id: '1892000000042001', name: 'jade' },
+      ],
+    })
+
+    const options = await agents.fetchList?.(agentArgs())
+
+    expect(mockRequestJson).toHaveBeenCalledWith(
+      expect.objectContaining({ path: '/api/tools/zoho_desk/agents' }),
+      expect.objectContaining({
+        body: { credential: 'cred-1', orgId: 'org-9', workflowId: 'wf-1' },
+      })
+    )
+    expect(options).toEqual([
+      { id: '1892000000056007', label: 'zyl case' },
+      { id: '1892000000042001', label: 'jade' },
+    ])
+  })
+
+  it('throws when the organization is missing rather than calling the route unscoped', async () => {
+    await expect(agents.fetchList?.(agentArgs({ orgId: undefined }))).rejects.toThrow(
+      /Missing organization ID/
+    )
+    expect(mockRequestJson).not.toHaveBeenCalled()
+  })
+
+  it('throws when the credential is missing rather than calling the route', async () => {
+    await expect(agents.fetchList?.(agentArgs({ oauthCredential: undefined }))).rejects.toThrow(
+      /Missing credential/
+    )
+    expect(mockRequestJson).not.toHaveBeenCalled()
+  })
+})
diff --git a/apps/sim/hooks/selectors/providers/zoho-desk/selectors.ts b/apps/sim/hooks/selectors/providers/zoho-desk/selectors.ts
new file mode 100644
index 00000000000..31fad78e433
--- /dev/null
+++ b/apps/sim/hooks/selectors/providers/zoho-desk/selectors.ts
@@ -0,0 +1,96 @@
+import { requestJson } from '@/lib/api/client/request'
+import * as selectorContracts from '@/lib/api/contracts/selectors'
+import { ensureCredential, SELECTOR_STALE } from '@/hooks/selectors/providers/shared'
+import type { SelectorDefinition, SelectorKey, SelectorQueryArgs } from '@/hooks/selectors/types'
+
+export const zohoDeskSelectors = {
+  'zoho_desk.organizations': {
+    key: 'zoho_desk.organizations',
+    contracts: [selectorContracts.zohoDeskOrganizationsSelectorContract],
+    staleTime: SELECTOR_STALE,
+    getQueryKey: ({ context }: SelectorQueryArgs) => [
+      'selectors',
+      'zoho_desk.organizations',
+      context.oauthCredential ?? 'none',
+    ],
+    enabled: ({ context }) => Boolean(context.oauthCredential),
+    fetchList: async ({ context, signal }: SelectorQueryArgs) => {
+      const credentialId = ensureCredential(context, 'zoho_desk.organizations')
+      const data = await requestJson(selectorContracts.zohoDeskOrganizationsSelectorContract, {
+        body: { credential: credentialId, workflowId: context.workflowId },
+        signal,
+      })
+      return (data.organizations || []).map((organization) => ({
+        id: organization.id,
+        label: organization.name,
+      }))
+    },
+  },
+  'zoho_desk.departments': {
+    key: 'zoho_desk.departments',
+    contracts: [selectorContracts.zohoDeskDepartmentsSelectorContract],
+    staleTime: SELECTOR_STALE,
+    getQueryKey: ({ context }: SelectorQueryArgs) => [
+      'selectors',
+      'zoho_desk.departments',
+      context.oauthCredential ?? 'none',
+      context.orgId ?? 'none',
+    ],
+    // Every Desk call but `/organizations` is scoped by the `orgId` header, so
+    // the organization must be chosen before departments can be listed.
+    enabled: ({ context }) => Boolean(context.oauthCredential && context.orgId),
+    fetchList: async ({ context, signal }: SelectorQueryArgs) => {
+      const credentialId = ensureCredential(context, 'zoho_desk.departments')
+      if (!context.orgId) {
+        throw new Error('Missing organization ID for zoho_desk.departments selector')
+      }
+      const data = await requestJson(selectorContracts.zohoDeskDepartmentsSelectorContract, {
+        body: {
+          credential: credentialId,
+          orgId: context.orgId,
+          workflowId: context.workflowId,
+        },
+        signal,
+      })
+      return (data.departments || []).map((department) => ({
+        id: department.id,
+        label: department.name,
+      }))
+    },
+  },
+  'zoho_desk.agents': {
+    key: 'zoho_desk.agents',
+    contracts: [selectorContracts.zohoDeskAgentsSelectorContract],
+    staleTime: SELECTOR_STALE,
+    getQueryKey: ({ context }: SelectorQueryArgs) => [
+      'selectors',
+      'zoho_desk.agents',
+      context.oauthCredential ?? 'none',
+      context.orgId ?? 'none',
+    ],
+    // Same `orgId` header scoping as departments: the organization must be
+    // chosen before agents can be listed.
+    enabled: ({ context }) => Boolean(context.oauthCredential && context.orgId),
+    fetchList: async ({ context, signal }: SelectorQueryArgs) => {
+      const credentialId = ensureCredential(context, 'zoho_desk.agents')
+      if (!context.orgId) {
+        throw new Error('Missing organization ID for zoho_desk.agents selector')
+      }
+      const data = await requestJson(selectorContracts.zohoDeskAgentsSelectorContract, {
+        body: {
+          credential: credentialId,
+          orgId: context.orgId,
+          workflowId: context.workflowId,
+        },
+        signal,
+      })
+      return (data.agents || []).map((agent) => ({
+        id: agent.id,
+        label: agent.name,
+      }))
+    },
+  },
+} satisfies Record<
+  Extract<SelectorKey, 'zoho_desk.organizations' | 'zoho_desk.departments' | 'zoho_desk.agents'>,
+  SelectorDefinition
+>
diff --git a/apps/sim/hooks/selectors/registry.ts b/apps/sim/hooks/selectors/registry.ts
index 45e29e029b2..912469f9c67 100644
--- a/apps/sim/hooks/selectors/registry.ts
+++ b/apps/sim/hooks/selectors/registry.ts
@@ -21,6 +21,7 @@ import { slackSelectors } from '@/hooks/selectors/providers/slack/selectors'
 import { trelloSelectors } from '@/hooks/selectors/providers/trello/selectors'
 import { wealthboxSelectors } from '@/hooks/selectors/providers/wealthbox/selectors'
 import { webflowSelectors } from '@/hooks/selectors/providers/webflow/selectors'
+import { zohoDeskSelectors } from '@/hooks/selectors/providers/zoho-desk/selectors'
 import { zoomSelectors } from '@/hooks/selectors/providers/zoom/selectors'
 import type {
   SelectorDefinition,
@@ -43,6 +44,7 @@ export const selectorRegistry = {
   ...pipedriveSelectors,
   ...sharepointSelectors,
   ...trelloSelectors,
+  ...zohoDeskSelectors,
   ...zoomSelectors,
   ...slackSelectors,
   ...wealthboxSelectors,
diff --git a/apps/sim/hooks/selectors/types.ts b/apps/sim/hooks/selectors/types.ts
index c8267d1369e..88ea585d797 100644
--- a/apps/sim/hooks/selectors/types.ts
+++ b/apps/sim/hooks/selectors/types.ts
@@ -26,6 +26,9 @@ export type SelectorKey =
   | 'pipedrive.pipelines'
   | 'sharepoint.lists'
   | 'trello.boards'
+  | 'zoho_desk.organizations'
+  | 'zoho_desk.departments'
+  | 'zoho_desk.agents'
   | 'zoom.meetings'
   | 'slack.channels'
   | 'slack.users'
@@ -101,6 +104,8 @@ export interface SelectorContext {
   logGroupName?: string
   mcpServerId?: string
   tableId?: string
+  /** Zoho Desk organization (portal) id — the `orgId` header every Desk call but `/organizations` requires. */
+  orgId?: string
 }
 
 export interface SelectorQueryArgs {
diff --git a/apps/sim/lib/api/contracts/credentials.ts b/apps/sim/lib/api/contracts/credentials.ts
index 99bfd56adfa..6a5c459e5fb 100644
--- a/apps/sim/lib/api/contracts/credentials.ts
+++ b/apps/sim/lib/api/contracts/credentials.ts
@@ -133,6 +133,8 @@ export const createCredentialBodySchema = z
     clientId: z.string().trim().min(1).max(512).optional(),
     clientSecret: z.string().trim().min(1).max(1024).optional(),
     orgId: z.string().trim().min(1).max(255).optional(),
+    /** Optional provider region selector (Zoho Desk data center). */
+    dataCenter: z.string().trim().min(1).max(32).optional(),
   })
   .superRefine((data, ctx) => {
     if (data.type === 'oauth') {
@@ -207,6 +209,7 @@ export const updateCredentialByIdBodySchema = z
     clientId: z.string().trim().min(1).max(512).optional(),
     clientSecret: z.string().trim().min(1).max(1024).optional(),
     orgId: z.string().trim().min(1).max(255).optional(),
+    dataCenter: z.string().trim().min(1).max(32).optional(),
   })
   .strict()
   .refine(
@@ -220,7 +223,8 @@ export const updateCredentialByIdBodySchema = z
       data.domain !== undefined ||
       data.clientId !== undefined ||
       data.clientSecret !== undefined ||
-      data.orgId !== undefined,
+      data.orgId !== undefined ||
+      data.dataCenter !== undefined,
     {
       message: 'At least one field must be provided',
       path: ['displayName'],
diff --git a/apps/sim/lib/api/contracts/oauth-connections.ts b/apps/sim/lib/api/contracts/oauth-connections.ts
index a1de918b1df..103aab8144d 100644
--- a/apps/sim/lib/api/contracts/oauth-connections.ts
+++ b/apps/sim/lib/api/contracts/oauth-connections.ts
@@ -86,6 +86,8 @@ const oauthTokenResponseSchema = z.object({
   accessToken: z.string(),
   idToken: z.string().optional(),
   instanceUrl: z.string().optional(),
+  /** Zoho Desk — the data-center-scoped Desk REST base for this credential. */
+  apiDomain: z.string().optional(),
   cloudId: z.string().optional(),
   domain: z.string().optional(),
   authStyle: z.enum(['x-api-token']).optional(),
diff --git a/apps/sim/lib/api/contracts/selectors/index.ts b/apps/sim/lib/api/contracts/selectors/index.ts
index 3cfd1d15116..1b98ca9774c 100644
--- a/apps/sim/lib/api/contracts/selectors/index.ts
+++ b/apps/sim/lib/api/contracts/selectors/index.ts
@@ -107,6 +107,11 @@ import {
   webflowItemsSelectorContract,
   webflowSitesSelectorContract,
 } from '@/lib/api/contracts/selectors/webflow'
+import {
+  zohoDeskAgentsSelectorContract,
+  zohoDeskDepartmentsSelectorContract,
+  zohoDeskOrganizationsSelectorContract,
+} from '@/lib/api/contracts/selectors/zoho-desk'
 import { zoomMeetingsSelectorContract } from '@/lib/api/contracts/selectors/zoom'
 
 export * from '@/lib/api/contracts/selectors/airtable'
@@ -133,6 +138,7 @@ export * from '@/lib/api/contracts/selectors/slack'
 export * from '@/lib/api/contracts/selectors/trello'
 export * from '@/lib/api/contracts/selectors/wealthbox'
 export * from '@/lib/api/contracts/selectors/webflow'
+export * from '@/lib/api/contracts/selectors/zoho-desk'
 export * from '@/lib/api/contracts/selectors/zoom'
 
 export const selectorContractsByPath = {
@@ -162,6 +168,9 @@ export const selectorContractsByPath = {
   '/api/tools/sharepoint/site': sharepointSiteSelectorContract,
   '/api/tools/sharepoint/sites': sharepointSitesSelectorContract,
   '/api/tools/trello/boards': trelloBoardsSelectorContract,
+  '/api/tools/zoho_desk/organizations': zohoDeskOrganizationsSelectorContract,
+  '/api/tools/zoho_desk/departments': zohoDeskDepartmentsSelectorContract,
+  '/api/tools/zoho_desk/agents': zohoDeskAgentsSelectorContract,
   '/api/tools/zoom/meetings': zoomMeetingsSelectorContract,
   '/api/tools/slack/channels': slackChannelsSelectorContract,
   '/api/tools/slack/users': slackUsersSelectorContract,
diff --git a/apps/sim/lib/api/contracts/selectors/oauth.ts b/apps/sim/lib/api/contracts/selectors/oauth.ts
index 2afd417f68d..24c04703835 100644
--- a/apps/sim/lib/api/contracts/selectors/oauth.ts
+++ b/apps/sim/lib/api/contracts/selectors/oauth.ts
@@ -10,6 +10,7 @@ const oauthTokenResponseSchema = z
     instanceUrl: z.string().optional(),
     cloudId: z.string().optional(),
     domain: z.string().optional(),
+    apiDomain: z.string().optional(),
   })
   .passthrough()
 
diff --git a/apps/sim/lib/api/contracts/selectors/zoho-desk.ts b/apps/sim/lib/api/contracts/selectors/zoho-desk.ts
new file mode 100644
index 00000000000..8da5d624184
--- /dev/null
+++ b/apps/sim/lib/api/contracts/selectors/zoho-desk.ts
@@ -0,0 +1,42 @@
+import { z } from 'zod'
+import {
+  credentialWorkflowBodySchema,
+  definePostSelector,
+  idNameSchema,
+} from '@/lib/api/contracts/selectors/shared'
+import type { ContractJsonResponse } from '@/lib/api/contracts/types'
+
+/**
+ * Zoho Desk scopes every call except `GET /organizations` to a single portal via
+ * the `orgId` header, so every downstream selector must carry the organization
+ * the user picked.
+ */
+const zohoDeskOrgIdSchema = z.string().min(1, 'orgId is required')
+
+export const zohoDeskOrganizationsSelectorContract = definePostSelector(
+  '/api/tools/zoho_desk/organizations',
+  credentialWorkflowBodySchema,
+  z.object({ organizations: z.array(idNameSchema) })
+)
+
+export const zohoDeskDepartmentsSelectorContract = definePostSelector(
+  '/api/tools/zoho_desk/departments',
+  credentialWorkflowBodySchema.extend({ orgId: zohoDeskOrgIdSchema }),
+  z.object({ departments: z.array(idNameSchema) })
+)
+
+export const zohoDeskAgentsSelectorContract = definePostSelector(
+  '/api/tools/zoho_desk/agents',
+  credentialWorkflowBodySchema.extend({ orgId: zohoDeskOrgIdSchema }),
+  z.object({ agents: z.array(idNameSchema) })
+)
+
+export type ZohoDeskOrganizationsSelectorResponse = ContractJsonResponse<
+  typeof zohoDeskOrganizationsSelectorContract
+>
+export type ZohoDeskDepartmentsSelectorResponse = ContractJsonResponse<
+  typeof zohoDeskDepartmentsSelectorContract
+>
+export type ZohoDeskAgentsSelectorResponse = ContractJsonResponse<
+  typeof zohoDeskAgentsSelectorContract
+>
diff --git a/apps/sim/lib/api/contracts/tools/zoho-desk.ts b/apps/sim/lib/api/contracts/tools/zoho-desk.ts
new file mode 100644
index 00000000000..e05e9803efd
--- /dev/null
+++ b/apps/sim/lib/api/contracts/tools/zoho-desk.ts
@@ -0,0 +1,43 @@
+import { z } from 'zod'
+import type { ContractBodyInput, ContractJsonResponse } from '@/lib/api/contracts/types'
+import { defineRouteContract } from '@/lib/api/contracts/types'
+
+const zohoAccessTokenSchema = z.string().min(1, 'Access token is required')
+const zohoApiDomainSchema = z.string().optional().nullable()
+const zohoOrgIdSchema = z.string().min(1, 'Organization ID is required')
+
+export const zohoDeskGetAttachmentBodySchema = z.object({
+  accessToken: zohoAccessTokenSchema,
+  apiDomain: zohoApiDomainSchema,
+  orgId: zohoOrgIdSchema,
+  // The documented download reference from an attachment object (thread/comment
+  // attachments expose `href`). Absolute Zoho URLs are used as-is; a relative
+  // path is resolved against the Desk API base.
+  href: z.string().min(1, 'Attachment href is required'),
+  fileName: z.string().optional().nullable(),
+})
+
+const zohoDeskFileSchema = z.object({
+  data: z.string(),
+  mimeType: z.string(),
+  // FileToolProcessor (ToolFileData) reads the file name from `name`.
+  name: z.string(),
+})
+
+export const zohoDeskGetAttachmentResponseSchema = z.object({
+  success: z.boolean(),
+  output: z.object({ file: zohoDeskFileSchema }).optional(),
+  error: z.string().optional(),
+})
+
+export const zohoDeskGetAttachmentContract = defineRouteContract({
+  method: 'POST',
+  path: '/api/tools/zoho_desk/attachment',
+  body: zohoDeskGetAttachmentBodySchema,
+  response: { mode: 'json', schema: zohoDeskGetAttachmentResponseSchema },
+})
+
+export type ZohoDeskGetAttachmentBody = ContractBodyInput<typeof zohoDeskGetAttachmentContract>
+export type ZohoDeskGetAttachmentResponse = ContractJsonResponse<
+  typeof zohoDeskGetAttachmentContract
+>
diff --git a/apps/sim/lib/auth/auth.ts b/apps/sim/lib/auth/auth.ts
index 48d9097e109..e7efb1a0e28 100644
--- a/apps/sim/lib/auth/auth.ts
+++ b/apps/sim/lib/auth/auth.ts
@@ -109,6 +109,7 @@ import { joinInstanceOrganization } from '@/lib/organizations/instance-org'
 import { captureServerEvent, getPostHogClient } from '@/lib/posthog/server'
 import { disableUserResources } from '@/lib/workflows/lifecycle'
 import { SSO_TRUSTED_PROVIDERS } from '@/ee/sso/constants'
+import { deriveZohoDeskBaseFromApiDomain } from '@/tools/zoho_desk/host-allowlist'
 
 const logger = createLogger('Auth')
 
@@ -2028,6 +2029,161 @@ export const auth = betterAuth({
           },
         },
 
+        {
+          providerId: 'zoho-desk',
+          clientId: env.ZOHO_CLIENT_ID as string,
+          clientSecret: env.ZOHO_CLIENT_SECRET as string,
+          authorizationUrl: 'https://accounts.zoho.com/oauth/v2/auth',
+          tokenUrl: 'https://accounts.zoho.com/oauth/v2/token',
+          scopes: getCanonicalScopesForProvider('zoho-desk'),
+          responseType: 'code',
+          pkce: true,
+          accessType: 'offline',
+          prompt: 'consent',
+          redirectURI: `${getBaseUrl()}/api/auth/oauth2/callback/zoho-desk`,
+          // Zoho only issues a refresh token when access_type=offline AND
+          // prompt=consent are present on the authorize request, and it expects
+          // comma-separated scopes rather than the default space-delimited list.
+          authorizationUrlParams: {
+            access_type: 'offline',
+            prompt: 'consent',
+            scope: getCanonicalScopesForProvider('zoho-desk').join(','),
+          },
+          getToken: async ({ code, redirectURI, codeVerifier }) => {
+            const tokenParams = new URLSearchParams({
+              client_id: env.ZOHO_CLIENT_ID as string,
+              client_secret: env.ZOHO_CLIENT_SECRET as string,
+              code,
+              grant_type: 'authorization_code',
+              redirect_uri: redirectURI,
+            })
+            // PKCE is enabled, so better-auth sent a code_challenge on the authorize
+            // request. The exchange MUST echo the matching code_verifier or Zoho
+            // rejects the request shape (invalid_request). Verified by isolating
+            // pkce:false (which connected) then restoring pkce:true + this verifier.
+            if (codeVerifier) tokenParams.set('code_verifier', codeVerifier)
+
+            const response = await fetch('https://accounts.zoho.com/oauth/v2/token', {
+              method: 'POST',
+              headers: { 'Content-Type': 'application/x-www-form-urlencoded' },
+              body: tokenParams,
+            })
+            const data = await readResponseJsonWithLimit<Record<string, unknown>>(response, {
+              maxBytes: 1024 * 1024,
+              label: 'Zoho Desk OAuth token response',
+            })
+
+            // Zoho signals OAuth failures in the JSON body, usually with HTTP 200,
+            // e.g. { error: 'invalid_code' } or { error: 'invalid_client',
+            // error_description: '...' }. The status-only guard therefore never
+            // fires, so surface the actual error/description instead of collapsing
+            // every failure into one opaque "no access token" string.
+            const errorObj =
+              data && typeof data === 'object' && !Array.isArray(data)
+                ? (data as { error?: unknown; error_description?: unknown })
+                : {}
+            const zohoError = typeof errorObj.error === 'string' ? errorObj.error : undefined
+            const zohoErrorDescription =
+              typeof errorObj.error_description === 'string'
+                ? errorObj.error_description
+                : undefined
+            if (
+              !response.ok ||
+              !data ||
+              typeof data !== 'object' ||
+              Array.isArray(data) ||
+              zohoError
+            ) {
+              logger.error('Zoho Desk OAuth token exchange failed', {
+                status: response.status,
+                zohoError: zohoError ?? null,
+                zohoErrorDescription: zohoErrorDescription ?? null,
+              })
+              throw new Error(
+                `Zoho Desk OAuth token exchange failed (HTTP ${response.status}${
+                  zohoError ? `, ${zohoError}` : ''
+                }${zohoErrorDescription ? `: ${zohoErrorDescription}` : ''})`
+              )
+            }
+
+            const tokens = getOAuth2Tokens(data)
+            if (!tokens.accessToken) {
+              logger.error('Zoho Desk OAuth token response had no access token', {
+                status: response.status,
+                bodyKeys: Object.keys(data),
+              })
+              throw new Error('Zoho Desk OAuth token response did not include an access token')
+            }
+
+            // Persist the data-center-scoped Desk REST base derived from the
+            // token response api_domain so every API call targets the correct
+            // host instead of assuming desk.zoho.com. Stored inside the scope
+            // string (survives refreshes, which never rewrite scope) and read
+            // back in /api/auth/oauth/token as `apiDomain`.
+            const deskBase = deriveZohoDeskBaseFromApiDomain(
+              typeof data.api_domain === 'string' ? data.api_domain : undefined
+            )
+            // Zoho's docs are inconsistent about whether the Desk token response
+            // carries `scope` (the Mail sample has it; the CRM/Creator samples do
+            // not). If it is absent, fall back to the scopes we requested and were
+            // granted by completing the flow - otherwise the stored scope list is
+            // just the domain marker, and the credential picker would show a
+            // permanent "needs update / reconnect" badge on every connection.
+            // Mirrors the existing Box fallback in this file.
+            const reportedScopes =
+              typeof data.scope === 'string' ? data.scope.split(/[\s,]+/).filter(Boolean) : []
+            const grantedScopes = reportedScopes.length
+              ? reportedScopes
+              : getCanonicalScopesForProvider('zoho-desk')
+            tokens.scopes = [`__zoho_domain__:${deskBase}`, ...grantedScopes]
+            return tokens
+          },
+          getUserInfo: async (tokens) => {
+            try {
+              const response = await fetch('https://accounts.zoho.com/oauth/user/info', {
+                headers: { Authorization: `Zoho-oauthtoken ${tokens.accessToken}` },
+              })
+
+              if (!response.ok) {
+                await readResponseTextWithLimit(response, {
+                  maxBytes: 1024 * 1024,
+                  label: 'Zoho Desk profile error response',
+                }).catch(() => {})
+                logger.error('Error fetching Zoho Desk user info:', {
+                  status: response.status,
+                  statusText: response.statusText,
+                })
+                return null
+              }
+
+              const profile = await readResponseJsonWithLimit<{
+                ZUID?: number | string
+                Display_Name?: string
+                Email?: string
+              }>(response, { maxBytes: 1024 * 1024, label: 'Zoho Desk profile response' })
+
+              const zuid = profile.ZUID?.toString()
+              if (!zuid) {
+                logger.error('Invalid Zoho Desk profile response:', profile)
+                return null
+              }
+
+              const now = new Date()
+              return {
+                id: `${zuid}-${generateId()}`,
+                name: profile.Display_Name || 'Zoho User',
+                email: profile.Email || `zoho-${zuid}@zoho.user`,
+                emailVerified: Boolean(profile.Email),
+                createdAt: now,
+                updatedAt: now,
+              }
+            } catch (error) {
+              logger.error('Error in Zoho Desk getUserInfo:', { error })
+              return null
+            }
+          },
+        },
+
         {
           providerId: 'x',
           clientId: env.X_CLIENT_ID as string,
diff --git a/apps/sim/lib/core/config/env.ts b/apps/sim/lib/core/config/env.ts
index 9d16e13ab4f..939942670e4 100644
--- a/apps/sim/lib/core/config/env.ts
+++ b/apps/sim/lib/core/config/env.ts
@@ -411,6 +411,8 @@ export const env = createEnv({
     HUBSPOT_CLIENT_SECRET:                 z.string().optional(),                  // HubSpot OAuth client secret
     SALESFORCE_CLIENT_ID:                  z.string().optional(),                  // Salesforce OAuth client ID
     SALESFORCE_CLIENT_SECRET:              z.string().optional(),                  // Salesforce OAuth client secret
+    ZOHO_CLIENT_ID:                        z.string().optional(),                  // Zoho OAuth client ID (Zoho Desk)
+    ZOHO_CLIENT_SECRET:                    z.string().optional(),                  // Zoho OAuth client secret (Zoho Desk)
     WEALTHBOX_CLIENT_ID:                   z.string().optional(),                  // WealthBox OAuth client ID
     WEALTHBOX_CLIENT_SECRET:               z.string().optional(),                  // WealthBox OAuth client secret
     PIPEDRIVE_CLIENT_ID:                   z.string().optional(),                  // Pipedrive OAuth client ID
diff --git a/apps/sim/lib/credentials/client-credential-accounts/descriptors.ts b/apps/sim/lib/credentials/client-credential-accounts/descriptors.ts
index fab342a0c38..f2439cabd38 100644
--- a/apps/sim/lib/credentials/client-credential-accounts/descriptors.ts
+++ b/apps/sim/lib/credentials/client-credential-accounts/descriptors.ts
@@ -15,7 +15,7 @@
 export const CLIENT_CREDENTIAL_ACCOUNT_SECRET_TYPE = 'client_credential_account' as const
 
 /** Contract field ids a client-credential connect modal collects. */
-export type ClientCredentialAccountFieldId = 'clientId' | 'clientSecret' | 'orgId'
+export type ClientCredentialAccountFieldId = 'clientId' | 'clientSecret' | 'orgId' | 'dataCenter'
 
 export interface ClientCredentialAccountField {
   id: ClientCredentialAccountFieldId
@@ -23,6 +23,12 @@ export interface ClientCredentialAccountField {
   placeholder: string
   /** Rendered with SecretInput and never echoed back. */
   secret: boolean
+  /**
+   * Field the connect modal may submit empty; excluded from
+   * {@link CLIENT_CREDENTIAL_ACCOUNT_REQUIRED_FIELDS} so create/reconnect
+   * validation never demands it. Omitted (default) means required.
+   */
+  optional?: boolean
   /** Soft-format hint shown while the current value doesn't match `hintPattern`. */
   hintPattern?: RegExp
   hintMessage?: string
@@ -54,11 +60,13 @@ export interface ClientCredentialAccountDescriptor {
 export const ZOOM_SERVICE_ACCOUNT_PROVIDER_ID = 'zoom-service-account' as const
 export const BOX_SERVICE_ACCOUNT_PROVIDER_ID = 'box-service-account' as const
 export const SALESFORCE_SERVICE_ACCOUNT_PROVIDER_ID = 'salesforce-service-account' as const
+export const ZOHO_DESK_SERVICE_ACCOUNT_PROVIDER_ID = 'zoho-desk-service-account' as const
 
 export type ClientCredentialAccountProviderId =
   | typeof ZOOM_SERVICE_ACCOUNT_PROVIDER_ID
   | typeof BOX_SERVICE_ACCOUNT_PROVIDER_ID
   | typeof SALESFORCE_SERVICE_ACCOUNT_PROVIDER_ID
+  | typeof ZOHO_DESK_SERVICE_ACCOUNT_PROVIDER_ID
 
 /**
  * Allowed My Domain host shapes: one org label (optionally with a
@@ -85,6 +93,95 @@ export function normalizeSalesforceMyDomainHost(rawHost: string): string {
     .toLowerCase()
 }
 
+/**
+ * Zoho's `soid` token parameter is documented only as the syntax
+ * `{servicename}.{zsoid}` with a single Zoho CRM example
+ * (`ZohoCRM.600*****434`). Two things are NOT confirmed by Zoho's own docs:
+ *
+ * 1. that the Desk service name is literally `ZohoDesk` (inferred from the
+ *    documented syntax and corroborated only by community posts), and
+ * 2. that `zsoid` is the same value as the Desk `orgId` sent in the `orgId`
+ *    request header, rather than a distinct Zoho ServiceOrg id.
+ *
+ * Both need live verification against a real Zoho Desk org before this flow is
+ * relied on. The normalization is therefore deliberately permissive: a value
+ * that already carries a `{servicename}.` prefix (any dot) is passed through
+ * untouched, so an operator who learns the correct prefix or id can paste the
+ * full `soid` and bypass the inference entirely. A bare id is prefixed with
+ * `ZohoDesk.`.
+ *
+ * Shared by the connect modal's format hint and the server-side minter so both
+ * judge the same normalized value.
+ */
+export function normalizeZohoDeskSoid(rawOrgId: string): string {
+  const trimmed = rawOrgId.trim()
+  if (!trimmed || trimmed.includes('.')) return trimmed
+  return `ZohoDesk.${trimmed}`
+}
+
+/** A normalized `soid`: a service-name prefix plus a numeric Zoho org id. */
+export const ZOHO_DESK_SOID_REGEX = /^[A-Za-z]+\.\d+$/
+
+/**
+ * Zoho data centers the Self Client (client-credentials) flow supports. Each
+ * entry pairs the accounts server that mints the token with the Desk REST host
+ * in the same region, so the minter never has to guess either one.
+ *
+ * Only regions where BOTH hosts are confirmed are listed. CA, SA, JP, CN, and
+ * UK are deliberately absent: Zoho's accounts documentation and Zoho's own Desk
+ * SDK disagree on Canada (`accounts.zohocloud.ca` vs `accounts.zoho.ca`), and
+ * the Desk hosts for the others are not confirmed. More regions can be added
+ * once both the accounts server and the Desk host are confirmed for them.
+ *
+ * This applies to the service account only — the interactive OAuth flow's
+ * authorize/token URLs are static per provider and remain US-only.
+ */
+export const ZOHO_DESK_DATA_CENTERS = {
+  us: { accountsBase: 'https://accounts.zoho.com', deskBase: 'https://desk.zoho.com' },
+  eu: { accountsBase: 'https://accounts.zoho.eu', deskBase: 'https://desk.zoho.eu' },
+  in: { accountsBase: 'https://accounts.zoho.in', deskBase: 'https://desk.zoho.in' },
+  au: { accountsBase: 'https://accounts.zoho.com.au', deskBase: 'https://desk.zoho.com.au' },
+} as const satisfies Record<string, { accountsBase: string; deskBase: string }>
+
+export type ZohoDeskDataCenterId = keyof typeof ZOHO_DESK_DATA_CENTERS
+
+/** Region used when the admin leaves the field blank, so existing credentials are unaffected. */
+export const DEFAULT_ZOHO_DESK_DATA_CENTER: ZohoDeskDataCenterId = 'us'
+
+export const ZOHO_DESK_DATA_CENTER_IDS = Object.keys(
+  ZOHO_DESK_DATA_CENTERS
+) as ZohoDeskDataCenterId[]
+
+/** Accepts exactly the supported region codes, case-insensitively after normalization. */
+export const ZOHO_DESK_DATA_CENTER_REGEX = new RegExp(`^(${ZOHO_DESK_DATA_CENTER_IDS.join('|')})$`)
+
+/**
+ * Normalizes a pasted data-center value to its lowercase region code. Shared by
+ * the connect modal's format hint and the server-side minter so both judge the
+ * same normalized value.
+ */
+export function normalizeZohoDeskDataCenter(rawDataCenter: string): string {
+  return rawDataCenter.trim().toLowerCase()
+}
+
+/**
+ * Resolves a stored data-center value to its accounts/Desk host pair. A blank,
+ * absent, or unrecognized value falls back to {@link DEFAULT_ZOHO_DESK_DATA_CENTER}
+ * so credentials created before this field existed keep minting against the US
+ * accounts server exactly as they did.
+ */
+export function resolveZohoDeskDataCenter(rawDataCenter?: string): {
+  id: ZohoDeskDataCenterId
+  accountsBase: string
+  deskBase: string
+} {
+  const normalized = normalizeZohoDeskDataCenter(rawDataCenter ?? '')
+  const id: ZohoDeskDataCenterId = Object.hasOwn(ZOHO_DESK_DATA_CENTERS, normalized)
+    ? (normalized as ZohoDeskDataCenterId)
+    : DEFAULT_ZOHO_DESK_DATA_CENTER
+  return { id, ...ZOHO_DESK_DATA_CENTERS[id] }
+}
+
 export const CLIENT_CREDENTIAL_ACCOUNT_DESCRIPTORS: Record<
   ClientCredentialAccountProviderId,
   ClientCredentialAccountDescriptor
@@ -179,12 +276,55 @@ export const CLIENT_CREDENTIAL_ACCOUNT_DESCRIPTORS: Record<
     helpText:
       'The Connected App must have "Enable Client Credentials Flow" checked with a "Run As" integration user set under Edit Policies — every call executes with that user\'s permissions, and deactivating or freezing the user stops all runs.',
   },
+  [ZOHO_DESK_SERVICE_ACCOUNT_PROVIDER_ID]: {
+    providerId: ZOHO_DESK_SERVICE_ACCOUNT_PROVIDER_ID,
+    serviceLabel: 'Zoho Desk',
+    connectNoun: 'Self Client',
+    fields: [
+      {
+        id: 'clientId',
+        label: 'Client ID',
+        placeholder: "Client ID from the Self Client's Client Secret tab",
+        secret: false,
+      },
+      {
+        id: 'clientSecret',
+        label: 'Client secret',
+        placeholder: 'Paste the client secret',
+        secret: true,
+      },
+      {
+        id: 'orgId',
+        label: 'Organization ID',
+        placeholder: '600123456',
+        secret: false,
+        hintPattern: ZOHO_DESK_SOID_REGEX,
+        hintNormalize: normalizeZohoDeskSoid,
+        hintMessage:
+          'Paste the numeric Zoho Desk organization ID from Setup → Developer Space → API, or the full ZohoDesk.<orgId> value.',
+      },
+      {
+        id: 'dataCenter',
+        label: 'Data center',
+        placeholder: 'us',
+        secret: false,
+        optional: true,
+        hintPattern: ZOHO_DESK_DATA_CENTER_REGEX,
+        hintNormalize: normalizeZohoDeskDataCenter,
+        hintMessage: `Enter one of ${ZOHO_DESK_DATA_CENTER_IDS.join(', ')}. Leave blank for us (accounts.zoho.com).`,
+      },
+    ],
+    docsUrl: 'https://docs.sim.ai/integrations/zoho-desk-service-account',
+    helpText:
+      'Create the Self Client in the Zoho API Console, add the Zoho Desk scopes, and use the organization ID from Setup → Developer Space → API. Self Clients work with the US, EU, IN, and AU data centers — leave the data center blank for US. Zoho Desk triggers still require an OAuth connection, which is US-only.',
+  },
 }
 
 /**
  * Required contract fields per client-credential provider, consumed by the
  * `createCredentialBodySchema` superRefine so validation errors name the exact
- * missing field. Derived from each descriptor's field list.
+ * missing field. Derived from each descriptor's field list, minus the fields
+ * marked `optional`.
  */
 export const CLIENT_CREDENTIAL_ACCOUNT_REQUIRED_FIELDS: Record<
   string,
@@ -192,7 +332,7 @@ export const CLIENT_CREDENTIAL_ACCOUNT_REQUIRED_FIELDS: Record<
 > = Object.fromEntries(
   Object.values(CLIENT_CREDENTIAL_ACCOUNT_DESCRIPTORS).map((descriptor) => [
     descriptor.providerId,
-    descriptor.fields.map((field) => field.id),
+    descriptor.fields.filter((field) => !field.optional).map((field) => field.id),
   ])
 )
 
diff --git a/apps/sim/lib/credentials/client-credential-accounts/minters/zoho-desk.test.ts b/apps/sim/lib/credentials/client-credential-accounts/minters/zoho-desk.test.ts
new file mode 100644
index 00000000000..839e452202a
--- /dev/null
+++ b/apps/sim/lib/credentials/client-credential-accounts/minters/zoho-desk.test.ts
@@ -0,0 +1,420 @@
+/**
+ * @vitest-environment node
+ */
+import { afterEach, beforeEach, describe, expect, it, vi } from 'vitest'
+
+const { mockGetCanonicalScopesForProvider, mockLoggerWarn } = vi.hoisted(() => ({
+  mockGetCanonicalScopesForProvider: vi.fn(),
+  mockLoggerWarn: vi.fn(),
+}))
+
+vi.mock('@/lib/oauth/utils', () => ({
+  getCanonicalScopesForProvider: mockGetCanonicalScopesForProvider,
+}))
+
+/**
+ * Overrides the global `@sim/logger` mock (which hands out a fresh logger per
+ * `createLogger` call) with one whose `warn` is a shared spy, so the
+ * api_domain/region mismatch warning can be asserted.
+ */
+vi.mock('@sim/logger', () => {
+  const createLogger = () => ({
+    debug: vi.fn(),
+    info: vi.fn(),
+    warn: mockLoggerWarn,
+    error: vi.fn(),
+    trace: vi.fn(),
+    fatal: vi.fn(),
+    child: vi.fn(() => createLogger()),
+    withMetadata: vi.fn(() => createLogger()),
+  })
+  return {
+    createLogger: vi.fn(createLogger),
+    logger: createLogger(),
+    runWithRequestContext: vi.fn(<T>(_ctx: unknown, fn: () => T): T => fn()),
+    getRequestContext: vi.fn(() => undefined),
+  }
+})
+
+import { mintZohoDeskServiceAccountToken } from '@/lib/credentials/client-credential-accounts/minters/zoho-desk'
+
+const TOKEN_URL = 'https://accounts.zoho.com/oauth/v2/token'
+
+/**
+ * The four supported data centers, each with the accounts server the mint must
+ * POST to and the Desk REST base the result must carry.
+ */
+const DATA_CENTERS = [
+  { id: 'us', tokenUrl: TOKEN_URL, deskBase: 'https://desk.zoho.com' },
+  {
+    id: 'eu',
+    tokenUrl: 'https://accounts.zoho.eu/oauth/v2/token',
+    deskBase: 'https://desk.zoho.eu',
+  },
+  {
+    id: 'in',
+    tokenUrl: 'https://accounts.zoho.in/oauth/v2/token',
+    deskBase: 'https://desk.zoho.in',
+  },
+  {
+    id: 'au',
+    tokenUrl: 'https://accounts.zoho.com.au/oauth/v2/token',
+    deskBase: 'https://desk.zoho.com.au',
+  },
+] as const
+
+const SCOPES = ['Desk.tickets.READ', 'Desk.contacts.READ', 'aaaserver.profile.READ']
+
+const FIELDS = { clientId: 'zoho-cid', clientSecret: 'zoho-secret', orgId: '600123456' }
+
+function jsonResponse(status: number, body: unknown): Response {
+  return {
+    ok: status >= 200 && status < 300,
+    status,
+    statusText: '',
+    json: async () => body,
+    text: async () => JSON.stringify(body),
+  } as unknown as Response
+}
+
+function htmlResponse(status: number, body: string): Response {
+  return {
+    ok: status >= 200 && status < 300,
+    status,
+    statusText: '',
+    json: async () => {
+      throw new SyntaxError('Unexpected token < in JSON')
+    },
+    text: async () => body,
+  } as unknown as Response
+}
+
+const mockFetch = vi.fn()
+
+function mintBody(expectedUrl: string = TOKEN_URL): URLSearchParams {
+  const [url, init] = mockFetch.mock.calls[0]
+  expect(url).toBe(expectedUrl)
+  expect(init.method).toBe('POST')
+  expect(init.headers['Content-Type']).toBe('application/x-www-form-urlencoded')
+  return new URLSearchParams(init.body as string)
+}
+
+describe('mintZohoDeskServiceAccountToken', () => {
+  beforeEach(() => {
+    vi.clearAllMocks()
+    vi.stubGlobal('fetch', mockFetch)
+    mockGetCanonicalScopesForProvider.mockReturnValue(SCOPES)
+  })
+
+  afterEach(() => {
+    vi.unstubAllGlobals()
+  })
+
+  it('returns the minted token, derived Desk base, scopes, and identity on success', async () => {
+    mockFetch.mockResolvedValueOnce(
+      jsonResponse(200, {
+        access_token: 'zoho-access',
+        api_domain: 'https://www.zohoapis.com',
+        token_type: 'Bearer',
+        expires_in: 3600,
+        scope: 'Desk.tickets.READ,Desk.contacts.READ',
+      })
+    )
+
+    const result = await mintZohoDeskServiceAccountToken(FIELDS)
+
+    expect(result).toEqual({
+      accessToken: 'zoho-access',
+      expiresInSeconds: 3600,
+      apiDomain: 'https://desk.zoho.com',
+      grantedScopes: ['Desk.tickets.READ', 'Desk.contacts.READ'],
+      identity: {
+        displayName: 'Zoho Desk org 600123456',
+        auditMetadata: {
+          zohoDeskSoid: 'ZohoDesk.600123456',
+          zohoDeskClientId: 'zoho-cid',
+        },
+        storedMetadata: {
+          soid: 'ZohoDesk.600123456',
+          apiDomain: 'https://desk.zoho.com',
+          dataCenter: 'us',
+          grantedScopes: 'Desk.tickets.READ Desk.contacts.READ',
+        },
+      },
+    })
+    expect(mockFetch).toHaveBeenCalledTimes(1)
+  })
+
+  it('sends client_credentials with a COMMA-separated scope list and a ZohoDesk-prefixed soid', async () => {
+    mockFetch.mockResolvedValueOnce(jsonResponse(200, { access_token: 'zoho-access' }))
+
+    await mintZohoDeskServiceAccountToken(FIELDS)
+
+    const body = mintBody()
+    expect(body.get('grant_type')).toBe('client_credentials')
+    expect(body.get('client_id')).toBe('zoho-cid')
+    expect(body.get('client_secret')).toBe('zoho-secret')
+    // Comma-separated, and Desk-only: `aaaserver.profile.READ` belongs to the
+    // interactive OAuth flow's getUserInfo call, which this grant never makes.
+    expect(body.get('scope')).toBe('Desk.tickets.READ,Desk.contacts.READ')
+    expect(body.get('scope')).not.toContain(' ')
+    expect(body.get('scope')).not.toContain('aaaserver')
+    expect(body.get('soid')).toBe('ZohoDesk.600123456')
+    expect(mockGetCanonicalScopesForProvider).toHaveBeenCalledWith('zoho-desk')
+  })
+
+  it('passes an already-prefixed soid through unchanged', async () => {
+    mockFetch.mockResolvedValueOnce(jsonResponse(200, { access_token: 'zoho-access' }))
+
+    await mintZohoDeskServiceAccountToken({ ...FIELDS, orgId: ' ZohoCRM.600123456 ' })
+
+    expect(mintBody().get('soid')).toBe('ZohoCRM.600123456')
+  })
+
+  it('derives the data-center Desk base from a non-US api_domain', async () => {
+    mockFetch.mockResolvedValueOnce(
+      jsonResponse(200, { access_token: 'zoho-access', api_domain: 'https://www.zohoapis.eu' })
+    )
+
+    const result = await mintZohoDeskServiceAccountToken(FIELDS, { skipIdentity: true })
+
+    expect(result).toEqual({
+      accessToken: 'zoho-access',
+      expiresInSeconds: 3600,
+      apiDomain: 'https://desk.zoho.eu',
+      grantedScopes: undefined,
+    })
+  })
+
+  it('falls back to the US Desk base when api_domain is absent or not a Zoho host', async () => {
+    mockFetch.mockResolvedValueOnce(
+      jsonResponse(200, { access_token: 'a', api_domain: 'https://zoho.attacker.com' })
+    )
+
+    const result = await mintZohoDeskServiceAccountToken(FIELDS, { skipIdentity: true })
+
+    expect(result.apiDomain).toBe('https://desk.zoho.com')
+  })
+
+  describe.each(DATA_CENTERS)('data center $id', ({ id, tokenUrl, deskBase }) => {
+    it('posts to the region accounts server and returns the region Desk base', async () => {
+      mockFetch.mockResolvedValueOnce(jsonResponse(200, { access_token: 'zoho-access' }))
+
+      const result = await mintZohoDeskServiceAccountToken(
+        { ...FIELDS, dataCenter: id },
+        { skipIdentity: true }
+      )
+
+      expect(mintBody(tokenUrl).get('soid')).toBe('ZohoDesk.600123456')
+      expect(result.apiDomain).toBe(deskBase)
+      expect(mockLoggerWarn).not.toHaveBeenCalled()
+    })
+
+    it('accepts the region code with surrounding whitespace and mixed case', async () => {
+      mockFetch.mockResolvedValueOnce(jsonResponse(200, { access_token: 'zoho-access' }))
+
+      const result = await mintZohoDeskServiceAccountToken(
+        { ...FIELDS, dataCenter: `  ${id.toUpperCase()} ` },
+        { skipIdentity: true }
+      )
+
+      mintBody(tokenUrl)
+      expect(result.apiDomain).toBe(deskBase)
+    })
+  })
+
+  it.each([undefined, '', '   '])(
+    'defaults to the US data center when dataCenter is %j',
+    async (dataCenter) => {
+      mockFetch.mockResolvedValueOnce(jsonResponse(200, { access_token: 'zoho-access' }))
+
+      const result = await mintZohoDeskServiceAccountToken(
+        { ...FIELDS, dataCenter },
+        { skipIdentity: true }
+      )
+
+      mintBody(TOKEN_URL)
+      expect(result.apiDomain).toBe('https://desk.zoho.com')
+    }
+  )
+
+  // A typed-but-unrecognized region must NOT quietly resolve to US and then fail
+  // against Zoho as an opaque invalid_client — the operator would have no way to
+  // tell a wrong region from wrong credentials. Blank still means US (see above).
+  it('rejects an unrecognized data center instead of silently using US', async () => {
+    await expect(
+      mintZohoDeskServiceAccountToken({ ...FIELDS, dataCenter: 'jp' })
+    ).rejects.toMatchObject({
+      code: 'invalid_credentials',
+      status: 400,
+      logDetail: expect.objectContaining({ step: 'data_center_validation', dataCenter: 'jp' }),
+    })
+    expect(mockFetch).not.toHaveBeenCalled()
+  })
+
+  it('records the resolved data center in the stored metadata', async () => {
+    mockFetch.mockResolvedValueOnce(jsonResponse(200, { access_token: 'zoho-access' }))
+
+    const result = await mintZohoDeskServiceAccountToken({ ...FIELDS, dataCenter: 'eu' })
+
+    expect(result.identity?.storedMetadata).toMatchObject({
+      dataCenter: 'eu',
+      apiDomain: 'https://desk.zoho.eu',
+    })
+  })
+
+  it('prefers api_domain over the selected region and warns when the two disagree', async () => {
+    mockFetch.mockResolvedValueOnce(
+      jsonResponse(200, { access_token: 'zoho-access', api_domain: 'https://www.zohoapis.in' })
+    )
+
+    const result = await mintZohoDeskServiceAccountToken(
+      { ...FIELDS, dataCenter: 'eu' },
+      { skipIdentity: true }
+    )
+
+    mintBody('https://accounts.zoho.eu/oauth/v2/token')
+    expect(result.apiDomain).toBe('https://desk.zoho.in')
+    expect(mockLoggerWarn).toHaveBeenCalledWith(
+      'Zoho api_domain disagrees with the selected data center',
+      expect.objectContaining({
+        selectedDataCenter: 'eu',
+        selectedDeskBase: 'https://desk.zoho.eu',
+        reportedDeskBase: 'https://desk.zoho.in',
+      })
+    )
+  })
+
+  it('keeps the selected region when api_domain is not an allowlisted Zoho host', async () => {
+    mockFetch.mockResolvedValueOnce(
+      jsonResponse(200, { access_token: 'zoho-access', api_domain: 'https://zoho.attacker.com' })
+    )
+
+    const result = await mintZohoDeskServiceAccountToken(
+      { ...FIELDS, dataCenter: 'eu' },
+      { skipIdentity: true }
+    )
+
+    expect(result.apiDomain).toBe('https://desk.zoho.eu')
+    expect(mockLoggerWarn).not.toHaveBeenCalled()
+  })
+
+  it('names the data center in the failure detail so a wrong region is diagnosable', async () => {
+    mockFetch.mockResolvedValueOnce(jsonResponse(200, { error: 'invalid_client' }))
+
+    await expect(
+      mintZohoDeskServiceAccountToken({ ...FIELDS, dataCenter: 'au' })
+    ).rejects.toMatchObject({
+      code: 'invalid_credentials',
+      logDetail: expect.objectContaining({ dataCenter: 'au' }),
+    })
+  })
+
+  it('rejects a non-numeric organization ID before any network call', async () => {
+    await expect(
+      mintZohoDeskServiceAccountToken({ ...FIELDS, orgId: 'my-org' })
+    ).rejects.toMatchObject({
+      name: 'TokenServiceAccountValidationError',
+      code: 'invalid_credentials',
+      status: 400,
+      logDetail: expect.objectContaining({ step: 'soid_validation' }),
+    })
+    expect(mockFetch).not.toHaveBeenCalled()
+  })
+
+  it('throws invalid_credentials on an HTTP 200 body carrying an error field', async () => {
+    mockFetch.mockResolvedValueOnce(jsonResponse(200, { error: 'invalid_client' }))
+
+    await expect(mintZohoDeskServiceAccountToken(FIELDS)).rejects.toMatchObject({
+      name: 'TokenServiceAccountValidationError',
+      code: 'invalid_credentials',
+      status: 200,
+      logDetail: expect.objectContaining({
+        zohoError: 'invalid_client',
+        soid: 'ZohoDesk.600123456',
+        // Matched loosely: the hint's exact wording is operator-facing copy, but
+        // it must keep naming the data center, since a wrong region is a leading
+        // cause of invalid_client on reconnect.
+        hint: expect.stringContaining('data center'),
+      }),
+    })
+  })
+
+  it('names the soid in the failure detail when Zoho cannot resolve the org', async () => {
+    mockFetch.mockResolvedValueOnce(jsonResponse(200, { error: 'missing_org_info' }))
+
+    await expect(mintZohoDeskServiceAccountToken(FIELDS)).rejects.toMatchObject({
+      code: 'invalid_credentials',
+      logDetail: expect.objectContaining({
+        soid: 'ZohoDesk.600123456',
+        hint: expect.stringContaining('Organization ID'),
+      }),
+    })
+  })
+
+  it('throws invalid_credentials on a 400 with an error body', async () => {
+    mockFetch.mockResolvedValueOnce(jsonResponse(400, { error: 'invalid_scope' }))
+
+    await expect(mintZohoDeskServiceAccountToken(FIELDS)).rejects.toMatchObject({
+      code: 'invalid_credentials',
+      status: 400,
+      logDetail: expect.objectContaining({
+        hint: 'the Self Client was not granted the Zoho Desk scopes Sim requests',
+      }),
+    })
+  })
+
+  it('throws invalid_credentials on a 401', async () => {
+    mockFetch.mockResolvedValueOnce(jsonResponse(401, { error: 'unauthorized' }))
+
+    await expect(mintZohoDeskServiceAccountToken(FIELDS)).rejects.toMatchObject({
+      code: 'invalid_credentials',
+      status: 401,
+    })
+  })
+
+  it('throws provider_unavailable (not invalid_credentials) on a 429 rate limit', async () => {
+    mockFetch.mockResolvedValueOnce(jsonResponse(429, { error: 'too_many_requests' }))
+
+    await expect(mintZohoDeskServiceAccountToken(FIELDS)).rejects.toMatchObject({
+      code: 'provider_unavailable',
+      status: 429,
+    })
+  })
+
+  it('throws provider_unavailable on a 503', async () => {
+    mockFetch.mockResolvedValueOnce(htmlResponse(503, '<html>unavailable</html>'))
+
+    await expect(mintZohoDeskServiceAccountToken(FIELDS)).rejects.toMatchObject({
+      code: 'provider_unavailable',
+      status: 503,
+    })
+  })
+
+  it('throws provider_unavailable on a 200 with a non-JSON body', async () => {
+    mockFetch.mockResolvedValueOnce(htmlResponse(200, '<html>proxy page</html>'))
+
+    await expect(mintZohoDeskServiceAccountToken(FIELDS)).rejects.toMatchObject({
+      code: 'provider_unavailable',
+      status: 502,
+    })
+  })
+
+  it('throws provider_unavailable when the success body is missing access_token', async () => {
+    mockFetch.mockResolvedValueOnce(jsonResponse(200, { token_type: 'Bearer' }))
+
+    await expect(mintZohoDeskServiceAccountToken(FIELDS)).rejects.toMatchObject({
+      code: 'provider_unavailable',
+      status: 502,
+    })
+  })
+
+  it('throws provider_unavailable on a network error', async () => {
+    mockFetch.mockRejectedValueOnce(new TypeError('fetch failed'))
+
+    await expect(mintZohoDeskServiceAccountToken(FIELDS)).rejects.toMatchObject({
+      code: 'provider_unavailable',
+      status: 502,
+    })
+  })
+})
diff --git a/apps/sim/lib/credentials/client-credential-accounts/minters/zoho-desk.ts b/apps/sim/lib/credentials/client-credential-accounts/minters/zoho-desk.ts
new file mode 100644
index 00000000000..35f3f6f7963
--- /dev/null
+++ b/apps/sim/lib/credentials/client-credential-accounts/minters/zoho-desk.ts
@@ -0,0 +1,274 @@
+import { createLogger } from '@sim/logger'
+import {
+  normalizeZohoDeskDataCenter,
+  normalizeZohoDeskSoid,
+  resolveZohoDeskDataCenter,
+  ZOHO_DESK_DATA_CENTER_IDS,
+  ZOHO_DESK_DATA_CENTER_REGEX,
+  ZOHO_DESK_SOID_REGEX,
+} from '@/lib/credentials/client-credential-accounts/descriptors'
+import type {
+  ClientCredentialAccountFields,
+  ClientCredentialAccountMintOptions,
+  ClientCredentialAccountMintResult,
+} from '@/lib/credentials/client-credential-accounts/server'
+import {
+  fetchProvider,
+  isTransientProviderStatus,
+  parseProviderJson,
+  readProviderErrorSnippet,
+  TokenServiceAccountValidationError,
+} from '@/lib/credentials/token-service-accounts/errors'
+import { getCanonicalScopesForProvider } from '@/lib/oauth/utils'
+import { tryDeriveZohoDeskBaseFromApiDomain } from '@/tools/zoho_desk/host-allowlist'
+
+const logger = createLogger('ZohoDeskServiceAccountMinter')
+
+const STEP = 'zoho_desk_token_mint'
+
+/** Fallback token lifetime; Zoho documents one hour for this grant. */
+const ZOHO_DEFAULT_TOKEN_TTL_SECONDS = 3600
+
+interface ZohoTokenResponse {
+  access_token?: string
+  api_domain?: string
+  token_type?: string
+  expires_in?: number
+  scope?: string
+  error?: string
+  error_description?: string
+}
+
+/**
+ * Maps a Zoho token-endpoint `error` code to an operator-facing hint for server
+ * logs. Every value here means "fix the pasted credentials or the Self Client
+ * config", so all of them classify as `invalid_credentials`.
+ */
+function zohoErrorHint(error: string): string | undefined {
+  const normalized = error.toLowerCase()
+  if (normalized === 'invalid_client') {
+    // Also the symptom of a wrong data center: a Self Client only exists on its
+    // own region's accounts server, so an EU client presented to accounts.zoho.com
+    // reads as an unknown client. Reconnect re-mints from the submitted fields, so
+    // an admin who re-enters the secrets but leaves the region blank lands here.
+    return 'invalid client_id or client_secret, the client is not a Self Client, or the wrong data center was selected for it'
+  }
+  if (normalized === 'invalid_scope' || normalized === 'invalid_scopes') {
+    return 'the Self Client was not granted the Zoho Desk scopes Sim requests'
+  }
+  if (normalized === 'missing_org_info') {
+    return 'Zoho could not resolve the organization from soid — check the Organization ID (Setup > Developer Space > API)'
+  }
+  if (normalized === 'invalid_soid' || normalized === 'invalid_org') {
+    return 'the soid did not match a Zoho Desk organization — check the Organization ID, and try pasting the full ZohoDesk.<orgId> value'
+  }
+  if (normalized === 'invalid_grant' || normalized === 'unsupported_grant_type') {
+    return 'the client does not support the client_credentials grant — create a Self Client in the Zoho API Console'
+  }
+  return undefined
+}
+
+/**
+ * Extracts the `error` field from a Zoho token-endpoint body. Returns
+ * `undefined` for a body that is not JSON or carries no `error`.
+ */
+function zohoBodyError(body: string): string | undefined {
+  try {
+    const parsed = JSON.parse(body) as { error?: unknown }
+    return typeof parsed.error === 'string' && parsed.error ? parsed.error : undefined
+  } catch {
+    return undefined
+  }
+}
+
+/**
+ * Builds the `invalid_credentials` failure for a rejected mint, naming the
+ * `soid` and the data center that were used so a wrong organization ID or a
+ * wrong region is diagnosable from the server log without echoing the client
+ * secret.
+ */
+function invalidCredentials(
+  status: number,
+  soid: string,
+  dataCenterId: string,
+  body: string,
+  error?: string
+): TokenServiceAccountValidationError {
+  const hint = error ? zohoErrorHint(error) : undefined
+  return new TokenServiceAccountValidationError('invalid_credentials', status, {
+    step: STEP,
+    soid,
+    dataCenter: dataCenterId,
+    body,
+    ...(error ? { zohoError: error } : {}),
+    ...(hint ? { hint } : {}),
+  })
+}
+
+/**
+ * Mints a Zoho Desk access token via the Self Client `client_credentials`
+ * grant: POST `<accountsBase>/oauth/v2/token` with `client_id`,
+ * `client_secret`, `scope`, and `soid` in the form body. Tokens live one hour
+ * and there is no refresh token — re-mint instead of refreshing (same shape as
+ * Zoom Server-to-Server).
+ *
+ * Zoho's accounts server is per data center. Unlike the interactive OAuth flow
+ * (whose authorize/token URLs are static per provider and therefore US-only),
+ * this path owns its token URL, so `fields.dataCenter` selects the region's
+ * accounts server and the matching Desk REST host deterministically. A blank or
+ * unrecognized value resolves to US, so credentials created before the field
+ * existed behave exactly as before.
+ *
+ * Two Zoho-specific behaviors drive the error handling:
+ *
+ * - Zoho reports OAuth failures in the JSON body, frequently with HTTP 200
+ *   (e.g. `{"error":"invalid_client"}`), so a status-only check would accept a
+ *   failed mint. The success body is inspected for an `error` field before the
+ *   token is read — mirroring the OAuth token exchange in `lib/auth/auth.ts`.
+ * - `scope` must be COMMA-separated for Zoho, not space-separated. The list is
+ *   sourced from the `zoho-desk` OAuth service so the Self Client and the OAuth
+ *   flow can never request different scopes.
+ *
+ * 4xx maps to `invalid_credentials` except transient 429/408 throttling, which
+ * maps to `provider_unavailable` alongside 5xx and network failures — provider
+ * throttling is never blamed on the credentials.
+ */
+export async function mintZohoDeskServiceAccountToken(
+  fields: ClientCredentialAccountFields,
+  options?: ClientCredentialAccountMintOptions
+): Promise<ClientCredentialAccountMintResult> {
+  const soid = normalizeZohoDeskSoid(fields.orgId)
+  if (!ZOHO_DESK_SOID_REGEX.test(soid)) {
+    throw new TokenServiceAccountValidationError('invalid_credentials', 400, {
+      step: 'soid_validation',
+      soid,
+      reason:
+        'organization ID is not a numeric Zoho Desk org id (or a full ZohoDesk.<orgId> value)',
+    })
+  }
+
+  // A blank data center legitimately means "US" (the pre-field default), but a
+  // value that was typed and not recognized must not silently resolve to US and
+  // then fail against Zoho as an opaque `invalid_client`. Reject it here, next to
+  // the soid check, so the connect modal names the real problem. This runs on
+  // every execution-time re-mint too, where there is no UI to show a format hint.
+  const rawDataCenter = normalizeZohoDeskDataCenter(fields.dataCenter ?? '')
+  if (rawDataCenter && !ZOHO_DESK_DATA_CENTER_REGEX.test(rawDataCenter)) {
+    throw new TokenServiceAccountValidationError('invalid_credentials', 400, {
+      step: 'data_center_validation',
+      dataCenter: rawDataCenter,
+      reason: `unrecognized data center; expected one of ${ZOHO_DESK_DATA_CENTER_IDS.join(', ')} (or blank for us)`,
+    })
+  }
+
+  const dataCenter = resolveZohoDeskDataCenter(rawDataCenter)
+
+  // Zoho requires a comma-separated scope list on this endpoint; a
+  // space-separated list is rejected as an invalid scope.
+  // Only the Desk.* scopes. `aaaserver.profile.READ` exists for the interactive
+  // OAuth flow's getUserInfo call; this grant never hits the Accounts profile
+  // endpoint (identity is synthesized from orgId, and skipIdentity bypasses it
+  // entirely at execution time). Sending an Accounts-server scope on the Desk
+  // soid grant risks an opaque invalid_scope rejection for no benefit.
+  const scope = getCanonicalScopesForProvider('zoho-desk')
+    .filter((s) => s.startsWith('Desk.'))
+    .join(',')
+
+  const res = await fetchProvider(
+    `${dataCenter.accountsBase}/oauth/v2/token`,
+    {
+      method: 'POST',
+      headers: { 'Content-Type': 'application/x-www-form-urlencoded' },
+      body: new URLSearchParams({
+        grant_type: 'client_credentials',
+        client_id: fields.clientId,
+        client_secret: fields.clientSecret,
+        scope,
+        soid,
+      }).toString(),
+    },
+    STEP
+  )
+
+  if (!res.ok) {
+    const body = await readProviderErrorSnippet(res)
+    if (res.status >= 400 && res.status < 500 && !isTransientProviderStatus(res.status)) {
+      throw invalidCredentials(res.status, soid, dataCenter.id, body, zohoBodyError(body))
+    }
+    throw new TokenServiceAccountValidationError('provider_unavailable', res.status, {
+      step: STEP,
+      soid,
+      dataCenter: dataCenter.id,
+      body,
+    })
+  }
+
+  const payload = await parseProviderJson<ZohoTokenResponse>(res, STEP)
+
+  // Zoho signals OAuth failures in the body, usually with HTTP 200 — classify
+  // on the body before trusting the status.
+  if (typeof payload.error === 'string' && payload.error) {
+    throw invalidCredentials(
+      res.status,
+      soid,
+      dataCenter.id,
+      JSON.stringify(payload),
+      payload.error
+    )
+  }
+
+  if (typeof payload.access_token !== 'string' || !payload.access_token) {
+    throw new TokenServiceAccountValidationError('provider_unavailable', 502, {
+      step: STEP,
+      soid,
+      dataCenter: dataCenter.id,
+      reason: 'token response missing access_token',
+    })
+  }
+
+  // The Desk REST host for the token's data center, allowlist-anchored. Tools
+  // receive this as `apiDomain` so calls never assume desk.zoho.com. The
+  // selected region's Desk host is the deterministic answer; Zoho documents
+  // `api_domain` for CRM but not for Desk, so it is only an override. When it
+  // IS present and disagrees, it wins — it is authoritative about where the
+  // token actually works — but the mismatch is logged so a wrong region
+  // selection is diagnosable. An `api_domain` that is absent or fails the Zoho
+  // apex allowlist yields `undefined` here and never overrides the region.
+  const reportedDeskBase = tryDeriveZohoDeskBaseFromApiDomain(payload.api_domain)
+  const apiDomain = reportedDeskBase ?? dataCenter.deskBase
+  if (reportedDeskBase && reportedDeskBase !== dataCenter.deskBase) {
+    logger.warn('Zoho api_domain disagrees with the selected data center', {
+      soid,
+      selectedDataCenter: dataCenter.id,
+      selectedDeskBase: dataCenter.deskBase,
+      reportedDeskBase,
+    })
+  }
+  const expiresInSeconds =
+    typeof payload.expires_in === 'number' && payload.expires_in > 0
+      ? payload.expires_in
+      : ZOHO_DEFAULT_TOKEN_TTL_SECONDS
+  const grantedScopes =
+    typeof payload.scope === 'string' ? payload.scope.split(/[\s,]+/).filter(Boolean) : undefined
+
+  if (options?.skipIdentity) {
+    return { accessToken: payload.access_token, expiresInSeconds, apiDomain, grantedScopes }
+  }
+
+  const storedMetadata: Record<string, string> = { soid, apiDomain, dataCenter: dataCenter.id }
+  if (grantedScopes?.length) {
+    storedMetadata.grantedScopes = grantedScopes.join(' ')
+  }
+
+  return {
+    accessToken: payload.access_token,
+    expiresInSeconds,
+    apiDomain,
+    grantedScopes,
+    identity: {
+      displayName: `Zoho Desk org ${fields.orgId.trim()}`,
+      auditMetadata: { zohoDeskSoid: soid, zohoDeskClientId: fields.clientId },
+      storedMetadata,
+    },
+  }
+}
diff --git a/apps/sim/lib/credentials/client-credential-accounts/server.ts b/apps/sim/lib/credentials/client-credential-accounts/server.ts
index 1e92d09d5b1..44b216f8406 100644
--- a/apps/sim/lib/credentials/client-credential-accounts/server.ts
+++ b/apps/sim/lib/credentials/client-credential-accounts/server.ts
@@ -4,18 +4,29 @@ import {
   type ClientCredentialAccountProviderId,
   isClientCredentialAccountProviderId,
   SALESFORCE_SERVICE_ACCOUNT_PROVIDER_ID,
+  ZOHO_DESK_SERVICE_ACCOUNT_PROVIDER_ID,
   ZOOM_SERVICE_ACCOUNT_PROVIDER_ID,
 } from '@/lib/credentials/client-credential-accounts/descriptors'
 import { mintBoxServiceAccountToken } from '@/lib/credentials/client-credential-accounts/minters/box'
 import { mintSalesforceServiceAccountToken } from '@/lib/credentials/client-credential-accounts/minters/salesforce'
+import { mintZohoDeskServiceAccountToken } from '@/lib/credentials/client-credential-accounts/minters/zoho-desk'
 import { mintZoomServiceAccountToken } from '@/lib/credentials/client-credential-accounts/minters/zoom'
 
 /** Raw fields a client-credential minter receives (already trimmed). */
 export interface ClientCredentialAccountFields {
   clientId: string
   clientSecret: string
-  /** Provider-specific org identifier (Zoom Account ID, Box Enterprise ID, Salesforce My Domain host). */
+  /**
+   * Provider-specific org identifier (Zoom Account ID, Box Enterprise ID,
+   * Salesforce My Domain host, Zoho Desk organization ID).
+   */
   orgId: string
+  /**
+   * Optional provider region selector. Only Zoho Desk uses it (the Self Client
+   * mints against a per-data-center accounts server); every other provider
+   * ignores it, and a blank value keeps the provider's default region.
+   */
+  dataCenter?: string
 }
 
 /** Identity derived from a successful mint, used at connect time. */
@@ -40,6 +51,12 @@ export interface ClientCredentialAccountMintResult {
    * `instance_url`), forwarded to tools alongside the token.
    */
   instanceUrl?: string
+  /**
+   * Data-center-scoped REST API base the minted token must be used against
+   * (Zoho Desk), forwarded to tools as their `apiDomain` param. Distinct from
+   * {@link instanceUrl} because the two reach different tool params.
+   */
+  apiDomain?: string
   /** Scopes granted to the app, when the provider reports them. */
   grantedScopes?: string[]
   identity?: ClientCredentialAccountIdentity
@@ -74,6 +91,7 @@ const CLIENT_CREDENTIAL_ACCOUNT_MINTERS: Record<
   [ZOOM_SERVICE_ACCOUNT_PROVIDER_ID]: mintZoomServiceAccountToken,
   [BOX_SERVICE_ACCOUNT_PROVIDER_ID]: mintBoxServiceAccountToken,
   [SALESFORCE_SERVICE_ACCOUNT_PROVIDER_ID]: mintSalesforceServiceAccountToken,
+  [ZOHO_DESK_SERVICE_ACCOUNT_PROVIDER_ID]: mintZohoDeskServiceAccountToken,
 }
 
 export function getClientCredentialAccountMinter(
@@ -95,6 +113,8 @@ export interface ClientCredentialAccountSecretBlob {
   clientId: string
   clientSecret: string
   orgId: string
+  /** Optional region selector; absent on every credential created before it existed. */
+  dataCenter?: string
   metadata?: Record<string, string>
 }
 
diff --git a/apps/sim/lib/credentials/orchestration/index.ts b/apps/sim/lib/credentials/orchestration/index.ts
index a26a190f126..ea69218e38c 100644
--- a/apps/sim/lib/credentials/orchestration/index.ts
+++ b/apps/sim/lib/credentials/orchestration/index.ts
@@ -5,9 +5,10 @@ import { createLogger } from '@sim/logger'
 import { generateId } from '@sim/utils/id'
 import { and, eq, sql } from 'drizzle-orm'
 import type { NextRequest } from 'next/server'
-import { encryptSecret } from '@/lib/core/security/encryption'
+import { decryptSecret, encryptSecret } from '@/lib/core/security/encryption'
 import { getCredentialActorContext } from '@/lib/credentials/access'
 import { AtlassianValidationError } from '@/lib/credentials/atlassian-service-account'
+import { isClientCredentialAccountProviderId } from '@/lib/credentials/client-credential-accounts/descriptors'
 import { type CredentialDeleteReason, deleteCredential } from '@/lib/credentials/deletion'
 import {
   deleteWorkspaceEnvCredentials,
@@ -22,6 +23,30 @@ import { captureServerEvent } from '@/lib/posthog/server'
 
 const logger = createLogger('CredentialOrchestration')
 
+/**
+ * Read the `dataCenter` already stored in a service-account credential's
+ * encrypted blob. Used on reconnect so a non-secret regional selector survives a
+ * secret rotation that does not resubmit it. Returns undefined on any failure -
+ * a blob that cannot be read must not block the reconnect, and the provider's
+ * own default then applies.
+ */
+async function readStoredDataCenter(credentialId: string): Promise<string | undefined> {
+  try {
+    const rows = await db
+      .select({ key: credential.encryptedServiceAccountKey })
+      .from(credential)
+      .where(eq(credential.id, credentialId))
+      .limit(1)
+    const key = rows[0]?.key
+    if (!key) return undefined
+    const { decrypted } = await decryptSecret(key)
+    const blob = JSON.parse(decrypted) as { dataCenter?: unknown }
+    return typeof blob.dataCenter === 'string' && blob.dataCenter ? blob.dataCenter : undefined
+  } catch {
+    return undefined
+  }
+}
+
 export type CredentialOrchestrationErrorCode =
   | 'not_found'
   | 'forbidden'
@@ -53,6 +78,7 @@ export interface PerformUpdateCredentialParams extends CredentialActorParams {
   clientId?: string
   clientSecret?: string
   orgId?: string
+  dataCenter?: string
 }
 
 export interface PerformCredentialResult {
@@ -133,9 +159,25 @@ export async function performUpdateCredential(
       params.domain !== undefined ||
       params.clientId !== undefined ||
       params.clientSecret !== undefined ||
-      params.orgId !== undefined
+      params.orgId !== undefined ||
+      params.dataCenter !== undefined
     let rotatedSlackBotUserId: string | undefined
     if (hasRotationSecret && access.credential.type === 'service_account') {
+      // A reconnect rebuilds the secret blob from the submitted fields only, and
+      // the modal never prefills (secrets are never echoed back). For an actual
+      // secret that is correct - the admin retypes it. But a non-secret selector
+      // like the Zoho data center would be silently dropped, moving an EU/IN/AU
+      // credential back to the US accounts server. Carry the stored value forward
+      // when the caller did not supply one.
+      // Scoped to the providers that actually have a dataCenter field, so no
+      // other service-account reconnect (Slack, Atlassian, every token-paste
+      // provider) pays for a DB read plus a decrypt it can never use.
+      const carriedDataCenter =
+        params.dataCenter === undefined &&
+        isClientCredentialAccountProviderId(access.credential.providerId ?? '')
+          ? await readStoredDataCenter(access.credential.id)
+          : params.dataCenter
+
       try {
         const secret = await verifyAndBuildServiceAccountSecret(
           access.credential.providerId ?? '',
@@ -147,6 +189,7 @@ export async function performUpdateCredential(
             clientId: params.clientId,
             clientSecret: params.clientSecret,
             orgId: params.orgId,
+            dataCenter: carriedDataCenter,
           }
         )
         updates.encryptedServiceAccountKey = secret.encryptedServiceAccountKey
diff --git a/apps/sim/lib/credentials/service-account-fields.ts b/apps/sim/lib/credentials/service-account-fields.ts
index e636edde4cd..5502b86c1d5 100644
--- a/apps/sim/lib/credentials/service-account-fields.ts
+++ b/apps/sim/lib/credentials/service-account-fields.ts
@@ -16,6 +16,7 @@ export type ServiceAccountFieldId =
   | 'clientId'
   | 'clientSecret'
   | 'orgId'
+  | 'dataCenter'
 
 /**
  * Required create-body fields per service-account provider — the client-safe
diff --git a/apps/sim/lib/credentials/service-account-secret.ts b/apps/sim/lib/credentials/service-account-secret.ts
index 3562658a1d6..900462b6e27 100644
--- a/apps/sim/lib/credentials/service-account-secret.ts
+++ b/apps/sim/lib/credentials/service-account-secret.ts
@@ -43,6 +43,7 @@ export interface ServiceAccountSecretFields {
   clientId?: string
   clientSecret?: string
   orgId?: string
+  dataCenter?: string
 }
 
 export interface ServiceAccountSecretResult {
@@ -234,19 +235,24 @@ async function buildClientCredentialAccountSecret(
   const clientId = fields.clientId?.trim()
   const clientSecret = fields.clientSecret?.trim()
   const orgId = fields.orgId?.trim()
+  const dataCenter = fields.dataCenter?.trim()
   if (!clientId || !clientSecret || !orgId) {
-    const required = descriptor.fields.map((field) => field.id).join(', ')
+    const required = descriptor.fields
+      .filter((field) => !field.optional)
+      .map((field) => field.id)
+      .join(', ')
     throw new ServiceAccountSecretError(
       `${required} are required for ${descriptor.serviceLabel} service account credentials`
     )
   }
-  const mint = await minter({ clientId, clientSecret, orgId })
+  const mint = await minter({ clientId, clientSecret, orgId, dataCenter })
   const blob: ClientCredentialAccountSecretBlob = {
     type: CLIENT_CREDENTIAL_ACCOUNT_SECRET_TYPE,
     providerId,
     clientId,
     clientSecret,
     orgId,
+    ...(dataCenter ? { dataCenter } : {}),
     ...(mint.identity?.storedMetadata ? { metadata: mint.identity.storedMetadata } : {}),
   }
   const { encrypted } = await encryptSecret(JSON.stringify(blob))
diff --git a/apps/sim/lib/integrations/credential-display.test.ts b/apps/sim/lib/integrations/credential-display.test.ts
index 5305a30066f..0a961eed772 100644
--- a/apps/sim/lib/integrations/credential-display.test.ts
+++ b/apps/sim/lib/integrations/credential-display.test.ts
@@ -70,6 +70,7 @@ const EXPECTED_COVERAGE: Record<string, string[]> = {
   'trello-service-account': ['trello'],
   'wealthbox-service-account': ['wealthbox'],
   'webflow-service-account': ['webflow'],
+  'zoho-desk-service-account': ['zoho-desk'],
   'zoom-service-account': ['zoom'],
 }
 
diff --git a/apps/sim/lib/integrations/icon-mapping.ts b/apps/sim/lib/integrations/icon-mapping.ts
index ff7c8965ac8..628a6dd91be 100644
--- a/apps/sim/lib/integrations/icon-mapping.ts
+++ b/apps/sim/lib/integrations/icon-mapping.ts
@@ -246,6 +246,7 @@ import {
   ZendeskIcon,
   ZepIcon,
   ZeroBounceIcon,
+  ZohoDeskIcon,
   ZoomIcon,
   ZoomInfoIcon,
 } from '@/components/icons'
@@ -511,6 +512,7 @@ export const blockTypeToIconMap: Record<string, IconComponent> = {
   zendesk: ZendeskIcon,
   zep: ZepIcon,
   zerobounce: ZeroBounceIcon,
+  zoho_desk: ZohoDeskIcon,
   zoom: ZoomIcon,
   zoominfo: ZoomInfoIcon,
 }
diff --git a/apps/sim/lib/integrations/integrations.json b/apps/sim/lib/integrations/integrations.json
index e64dc721f55..db30b1d2064 100644
--- a/apps/sim/lib/integrations/integrations.json
+++ b/apps/sim/lib/integrations/integrations.json
@@ -21812,6 +21812,72 @@
       "integrationType": "sales",
       "tags": ["enrichment", "sales-engagement"]
     },
+    {
+      "type": "zoho_desk",
+      "slug": "zoho-desk",
+      "name": "Zoho Desk",
+      "description": "Manage Zoho Desk tickets, comments, threads, and contacts",
+      "longDescription": "Read and update Zoho Desk tickets, manage comments and threads, look up contacts, and download attachments. Can also trigger workflows from Zoho Desk webhook events.",
+      "bgColor": "#E42527",
+      "iconName": "ZohoDeskIcon",
+      "docsUrl": "https://docs.sim.ai/integrations/zoho_desk",
+      "operations": [
+        {
+          "name": "List Tickets",
+          "description": "List tickets from a Zoho Desk organization with optional filters. Returns a list projection: description, resolution, statusType and classification are only available from Get Ticket."
+        },
+        {
+          "name": "Get Ticket",
+          "description": "Retrieve a single Zoho Desk ticket by ID."
+        },
+        {
+          "name": "Update Ticket",
+          "description": "Update fields on an existing Zoho Desk ticket."
+        },
+        {
+          "name": "List Comments",
+          "description": "List comments on a Zoho Desk ticket."
+        },
+        {
+          "name": "Add Comment",
+          "description": "Add a comment to a Zoho Desk ticket."
+        },
+        {
+          "name": "List Threads",
+          "description": "List conversation threads on a Zoho Desk ticket, newest first (Zoho sorts by sendDateTime descending by default). Returns a list projection: message bodies (content, summary, to/cc/bcc) come back only from Get Thread."
+        },
+        {
+          "name": "Get Thread",
+          "description": "Retrieve the full content of a single Zoho Desk ticket thread."
+        },
+        {
+          "name": "Get Contact",
+          "description": "Retrieve a Zoho Desk contact by ID."
+        },
+        {
+          "name": "Get Attachment",
+          "description": "Download a Zoho Desk ticket attachment (from its href) as a file."
+        },
+        {
+          "name": "List Organizations",
+          "description": "List the Zoho Desk organizations (portals) the connected account can access."
+        }
+      ],
+      "operationCount": 10,
+      "triggers": [
+        {
+          "id": "zoho_desk",
+          "name": "Zoho Desk Event",
+          "description": "Trigger a workflow when a Zoho Desk event occurs (ticket, comment, thread, contact, agent, task, or article changes)."
+        }
+      ],
+      "triggerCount": 1,
+      "authType": "oauth",
+      "oauthServiceId": "zoho-desk",
+      "category": "tools",
+      "integrationType": "support",
+      "tags": ["customer-support", "ticketing", "automation"]
+    },
     {
       "type": "zoom",
       "slug": "zoom",
diff --git a/apps/sim/lib/oauth/oauth.test.ts b/apps/sim/lib/oauth/oauth.test.ts
index d6273e5af40..6211943de41 100644
--- a/apps/sim/lib/oauth/oauth.test.ts
+++ b/apps/sim/lib/oauth/oauth.test.ts
@@ -45,6 +45,8 @@ beforeAll(() => {
     LINKEDIN_CLIENT_SECRET: 'linkedin_client_secret',
     SALESFORCE_CLIENT_ID: 'salesforce_client_id',
     SALESFORCE_CLIENT_SECRET: 'salesforce_client_secret',
+    ZOHO_CLIENT_ID: 'zoho_client_id',
+    ZOHO_CLIENT_SECRET: 'zoho_client_secret',
     SHOPIFY_CLIENT_ID: 'shopify_client_id',
     SHOPIFY_CLIENT_SECRET: 'shopify_client_secret',
     ZOOM_CLIENT_ID: 'zoom_client_id',
diff --git a/apps/sim/lib/oauth/oauth.ts b/apps/sim/lib/oauth/oauth.ts
index 5fc37bbe756..2cd452358d0 100644
--- a/apps/sim/lib/oauth/oauth.ts
+++ b/apps/sim/lib/oauth/oauth.ts
@@ -55,6 +55,7 @@ import {
   WebflowIcon,
   WordpressIcon,
   xIcon,
+  ZohoDeskIcon,
   ZoomIcon,
 } from '@/components/icons'
 import { env } from '@/lib/core/config/env'
@@ -1098,6 +1099,48 @@ export const OAUTH_PROVIDERS: Record<string, OAuthProviderConfig> = {
     },
     defaultService: 'salesforce',
   },
+  'zoho-desk': {
+    name: 'Zoho Desk',
+    icon: ZohoDeskIcon,
+    services: {
+      'zoho-desk': {
+        name: 'Zoho Desk',
+        description:
+          'Manage Zoho Desk tickets, comments, threads, and contacts. Connecting with OAuth requires a Zoho account in the US data center; a Self Client also supports the EU, IN, and AU data centers.',
+        providerId: 'zoho-desk',
+        serviceAccountProviderId: 'zoho-desk-service-account',
+        icon: ZohoDeskIcon,
+        baseProviderIcon: ZohoDeskIcon,
+        // Kept to exactly what the tools and the webhook trigger exercise:
+        // tickets (incl. threads/comments), contacts (get_contact), basic
+        // (list_organizations), agents (the `assigneeId` picker lists agents),
+        // webhook create/delete (the trigger provisions and tears down its own
+        // subscription), and profile (OAuth getUserInfo).
+        // Desk.search.READ, Desk.webhooks.READ and Desk.webhooks.UPDATE were
+        // requested but unused - no tool searches, and the provider never lists
+        // or edits a subscription.
+        scopes: [
+          // READ + UPDATE rather than tickets.ALL: no tool creates or deletes a
+          // ticket, and ALL additionally grants ticket DELETE. Threads, comments
+          // and attachments live under the tickets module and are covered by
+          // these two. NOTE: Zoho publishes no scope line for the attachment
+          // content sub-path - verify attachment download against a live account
+          // before merge and widen here if it returns SCOPE_MISMATCH.
+          'Desk.tickets.READ',
+          'Desk.tickets.UPDATE',
+          'Desk.contacts.READ',
+          // READ only: the agent picker for `assigneeId` lists agents, and no
+          // tool creates, edits or deletes one.
+          'Desk.agents.READ',
+          'Desk.basic.READ',
+          'Desk.webhooks.CREATE',
+          'Desk.webhooks.DELETE',
+          'aaaserver.profile.READ',
+        ],
+      },
+    },
+    defaultService: 'zoho-desk',
+  },
   zoom: {
     name: 'Zoom',
     icon: ZoomIcon,
@@ -1608,6 +1651,21 @@ function getProviderAuthConfig(provider: string): ProviderAuthConfig {
         supportsRefreshTokenRotation: false,
       }
     }
+    case 'zoho-desk': {
+      // Zoho's refresh_token grant returns a new access token but no new refresh
+      // token, so rotation stays off (the existing refresh token is preserved).
+      // The refresh must target the accounts server; a US/multi-DC-enabled client
+      // uses accounts.zoho.com. Data residency for API calls is honored separately
+      // via the persisted Desk base URL derived from the token response api_domain.
+      const { clientId, clientSecret } = getCredentials(env.ZOHO_CLIENT_ID, env.ZOHO_CLIENT_SECRET)
+      return {
+        tokenEndpoint: 'https://accounts.zoho.com/oauth/v2/token',
+        clientId,
+        clientSecret,
+        useBasicAuth: false,
+        supportsRefreshTokenRotation: false,
+      }
+    }
     default:
       throw new Error(`Unsupported provider: ${provider}`)
   }
@@ -1850,7 +1908,12 @@ export async function refreshOAuthToken(
     const expiresIn = data.expires_in || data.expiresIn || 3600
 
     if (!accessToken) {
-      logger.warn('No access token found in refresh response', { providerId, response: data })
+      // Log only the shape, never `data` itself - on a partial success it can
+      // carry live tokens.
+      logger.warn('No access token found in refresh response', {
+        providerId,
+        responseKeys: Object.keys(data ?? {}),
+      })
       return { ok: false, message: 'No access token in refresh response' }
     }
 
diff --git a/apps/sim/lib/oauth/types.ts b/apps/sim/lib/oauth/types.ts
index 40c24fe8547..4a036e17dbe 100644
--- a/apps/sim/lib/oauth/types.ts
+++ b/apps/sim/lib/oauth/types.ts
@@ -85,6 +85,7 @@ export type OAuthProvider =
   | 'spotify'
   | 'calcom'
   | 'docusign'
+  | 'zoho-desk'
 
 export type OAuthService =
   | 'google'
@@ -141,6 +142,7 @@ export type OAuthService =
   | 'docusign'
   | 'github'
   | 'monday'
+  | 'zoho-desk'
 
 export interface OAuthProviderConfig {
   name: string
diff --git a/apps/sim/lib/oauth/utils.ts b/apps/sim/lib/oauth/utils.ts
index 141796ba4fa..b0df084e0c4 100644
--- a/apps/sim/lib/oauth/utils.ts
+++ b/apps/sim/lib/oauth/utils.ts
@@ -11,6 +11,15 @@ import type {
  * Used by the OAuth Required Modal and available for any UI that needs to display scope info.
  */
 export const SCOPE_DESCRIPTIONS: Record<string, string> = {
+  // Zoho Desk scopes
+  'Desk.tickets.READ': 'View tickets, threads, comments, and attachments',
+  'Desk.tickets.UPDATE': 'Update tickets and add comments',
+  'Desk.contacts.READ': 'View contacts',
+  'Desk.agents.READ': 'View agents',
+  'Desk.basic.READ': 'View basic account and organization data',
+  'Desk.webhooks.CREATE': 'Create webhooks',
+  'Desk.webhooks.DELETE': 'Delete webhooks',
+  'aaaserver.profile.READ': 'View your Zoho profile',
   // Google scopes
   'https://www.googleapis.com/auth/gmail.send': 'Send emails',
   'https://www.googleapis.com/auth/gmail.labels': 'View and manage email labels',
diff --git a/apps/sim/lib/webhooks/deploy.ts b/apps/sim/lib/webhooks/deploy.ts
index 7bb32655690..b5e04b99df2 100644
--- a/apps/sim/lib/webhooks/deploy.ts
+++ b/apps/sim/lib/webhooks/deploy.ts
@@ -683,7 +683,10 @@ export async function prepareStableTriggerWebhooksForDeploy({
       success: false,
       error: {
         message: getErrorMessage(error, 'Failed to prepare webhook registrations'),
-        status: 500,
+        // Propagate a provider-attached status (e.g. Zoho's 4xx edition/validation
+        // failures) so the deploy outbox fails terminally instead of retrying,
+        // matching the legacy save path's status-aware mapping below.
+        status: (error as { status?: number })?.status ?? 500,
       },
     }
   }
@@ -940,7 +943,11 @@ export async function saveTriggerWebhooksForDeploy({
             (cleanupFailure as Error)?.message ||
             (error as Error)?.message ||
             'Failed to create external subscription',
-          status: 500,
+          // Propagate a 4xx from the provider handler (e.g. a permanent Zoho
+          // config/permission/invalid-data failure) so the outbox classifies it
+          // as non-retryable; anything else (network, provider 5xx) stays 500 and
+          // retryable. cleanupFailure never overrides the root cause's status.
+          status: (error as { status?: number })?.status ?? 500,
         },
       }
     }
diff --git a/apps/sim/lib/webhooks/pending-verification.ts b/apps/sim/lib/webhooks/pending-verification.ts
index 026b6b82ccc..522ae8c4574 100644
--- a/apps/sim/lib/webhooks/pending-verification.ts
+++ b/apps/sim/lib/webhooks/pending-verification.ts
@@ -49,6 +49,10 @@ const pendingWebhookVerificationRegistrationMatchers: Record<
   grain: () => true,
   generic: (registration) => registration.metadata?.verifyTestEvents === true,
   salesforce: () => true,
+  // Zoho Desk validates the notification URL with a create-time probe that must
+  // return 200 before it will register the subscription (chicken-and-egg: the
+  // webhook row is inactive until the create succeeds).
+  zoho_desk: () => true,
 }
 
 const pendingWebhookVerificationProbeMatchers: Record<
@@ -68,6 +72,14 @@ const pendingWebhookVerificationProbeMatchers: Record<
     method === 'GET' ||
     method === 'HEAD' ||
     (method === 'POST' && (!body || Object.keys(body).length === 0)),
+  // Zoho Desk sends a GET reachability probe at subscription-create time.
+  // Zoho sends a GET reachability probe at subscription-create time and, if that
+  // does not return 200, falls back to a POST probe before failing the create.
+  // Match the empty-bodied POST too, as grain/generic/salesforce do.
+  zoho_desk: ({ method, body }) =>
+    method === 'GET' ||
+    method === 'HEAD' ||
+    (method === 'POST' && (!body || Object.keys(body).length === 0)),
 }
 
 function getRedisKey(path: string): string {
diff --git a/apps/sim/lib/webhooks/provider-subscriptions.ts b/apps/sim/lib/webhooks/provider-subscriptions.ts
index 35cad91fafa..615a5ea7722 100644
--- a/apps/sim/lib/webhooks/provider-subscriptions.ts
+++ b/apps/sim/lib/webhooks/provider-subscriptions.ts
@@ -37,6 +37,10 @@ const SYSTEM_MANAGED_FIELDS = new Set([
   'setupCompleted',
   'subscriptionExpiration',
   'userId',
+  // Zoho Desk provider-managed: the persisted data-center Desk base, set by
+  // createSubscription (not a user trigger field), so it must not count as a
+  // config change that forces delete/recreate.
+  'apiDomain',
 ])
 
 /**
diff --git a/apps/sim/lib/webhooks/providers/registry.ts b/apps/sim/lib/webhooks/providers/registry.ts
index ac89b403fa8..085280c9d55 100644
--- a/apps/sim/lib/webhooks/providers/registry.ts
+++ b/apps/sim/lib/webhooks/providers/registry.ts
@@ -58,6 +58,7 @@ import { vercelHandler } from '@/lib/webhooks/providers/vercel'
 import { webflowHandler } from '@/lib/webhooks/providers/webflow'
 import { whatsappHandler } from '@/lib/webhooks/providers/whatsapp'
 import { zendeskHandler } from '@/lib/webhooks/providers/zendesk'
+import { zohoDeskHandler } from '@/lib/webhooks/providers/zoho-desk'
 import { zoomHandler } from '@/lib/webhooks/providers/zoom'
 
 const logger = createLogger('WebhookProviderRegistry')
@@ -122,6 +123,7 @@ const PROVIDER_HANDLERS: Record<string, WebhookProviderHandler> = {
   webflow: webflowHandler,
   whatsapp: whatsappHandler,
   zendesk: zendeskHandler,
+  zoho_desk: zohoDeskHandler,
   zoom: zoomHandler,
 }
 
diff --git a/apps/sim/lib/webhooks/providers/zoho-desk.test.ts b/apps/sim/lib/webhooks/providers/zoho-desk.test.ts
new file mode 100644
index 00000000000..969c2672134
--- /dev/null
+++ b/apps/sim/lib/webhooks/providers/zoho-desk.test.ts
@@ -0,0 +1,456 @@
+/**
+ * @vitest-environment node
+ */
+import { afterEach, describe, expect, it, vi } from 'vitest'
+
+vi.mock('@/app/api/auth/oauth/utils', () => ({
+  refreshAccessTokenIfNeeded: vi.fn(),
+}))
+
+vi.mock('@/lib/webhooks/provider-subscription-utils', () => ({
+  getCredentialOwner: vi.fn(),
+  getNotificationUrl: vi.fn(() => 'https://example.com/api/webhooks/trigger/path'),
+}))
+
+import {
+  matchesPendingWebhookVerificationProbe,
+  requiresPendingWebhookVerification,
+} from '@/lib/webhooks/pending-verification'
+import { getCredentialOwner } from '@/lib/webhooks/provider-subscription-utils'
+import { mapZohoWebhookError, zohoDeskHandler } from '@/lib/webhooks/providers/zoho-desk'
+import { refreshAccessTokenIfNeeded } from '@/app/api/auth/oauth/utils'
+
+function errorStatus(err: unknown): number | undefined {
+  return (err as { status?: number })?.status
+}
+
+function makeAuthContext(headers: Record<string, string>, providerConfig: Record<string, unknown>) {
+  return {
+    webhook: {},
+    workflow: {},
+    request: { headers: new Headers(headers) } as unknown as Request,
+    rawBody: '',
+    requestId: 'test',
+    providerConfig,
+  }
+}
+
+describe('zohoDeskHandler', () => {
+  it('acknowledges ingress via the durable queue (5s deadline)', () => {
+    expect(zohoDeskHandler.executionMode).toBe('queue')
+  })
+
+  describe('verifyAuth', () => {
+    afterEach(() => {
+      vi.mocked(getCredentialOwner).mockReset()
+    })
+
+    it('rejects requests without the X-ZDesk-JWT header', async () => {
+      const result = await zohoDeskHandler.verifyAuth?.(
+        // biome-ignore lint/suspicious/noExplicitAny: minimal context for the header-only path
+        makeAuthContext({}, { orgId: '1', webhookId: '2' }) as any
+      )
+      expect(result).not.toBeNull()
+      expect(result?.status).toBe(401)
+    })
+
+    it('falls back to the credential Desk domain when the webhook row has no apiDomain', async () => {
+      vi.mocked(getCredentialOwner).mockResolvedValue({
+        accountId: 'acct-1',
+        userId: 'u1',
+        // biome-ignore lint/suspicious/noExplicitAny: partial owner shape is enough for this path
+      } as any)
+      await zohoDeskHandler.verifyAuth?.(
+        makeAuthContext(
+          { 'x-zdesk-jwt': 'not-a-real-jwt' },
+          { orgId: '1', externalId: '2', credentialId: 'cred-1' }
+          // biome-ignore lint/suspicious/noExplicitAny: minimal context for the fallback path
+        ) as any
+      )
+      expect(getCredentialOwner).toHaveBeenCalledWith('cred-1', 'test')
+    })
+
+    it('uses the persisted apiDomain without a credential lookup (fast path)', async () => {
+      await zohoDeskHandler.verifyAuth?.(
+        makeAuthContext(
+          { 'x-zdesk-jwt': 'not-a-real-jwt' },
+          { orgId: '1', externalId: '2', credentialId: 'cred-1', apiDomain: 'https://desk.zoho.eu' }
+          // biome-ignore lint/suspicious/noExplicitAny: minimal context for the fast path
+        ) as any
+      )
+      expect(getCredentialOwner).not.toHaveBeenCalled()
+    })
+  })
+
+  describe('createSubscription', () => {
+    async function captureCreateError(providerConfig: Record<string, unknown>): Promise<unknown> {
+      try {
+        await zohoDeskHandler.createSubscription?.({
+          webhook: { providerConfig },
+          workflow: {},
+          userId: 'user-1',
+          requestId: 'test',
+          // biome-ignore lint/suspicious/noExplicitAny: request is unused on these guard paths
+          request: {} as any,
+        })
+      } catch (error) {
+        return error
+      }
+      return undefined
+    }
+
+    it('fails terminally (400) when the organization ID is missing', async () => {
+      const error = await captureCreateError({ eventType: 'Ticket_Add' })
+      expect((error as Error)?.message).toMatch(/Organization ID/i)
+      expect(errorStatus(error)).toBe(400)
+    })
+
+    it('fails terminally (400) when the event type is missing', async () => {
+      const error = await captureCreateError({ orgId: '700123' })
+      expect((error as Error)?.message).toMatch(/event type/i)
+      expect(errorStatus(error)).toBe(400)
+    })
+
+    it('accepts the manual organization field when the canonical orgId is absent', async () => {
+      // Reaching the event-type guard proves the organization guard passed, i.e.
+      // `manualOrgId` resolved. See resolveConfigOrgId: the deploy-time canonical
+      // collapse normally writes `orgId`, but drops it when the pair is pinned to
+      // basic mode while only the manual field carries a value.
+      const error = await captureCreateError({ manualOrgId: '700123' })
+      expect((error as Error)?.message).toMatch(/event type/i)
+      expect(errorStatus(error)).toBe(400)
+    })
+
+    it('prefers the collapsed canonical orgId over the manual field', async () => {
+      const error = await captureCreateError({ orgId: '', manualOrgId: '   ' })
+      expect((error as Error)?.message).toMatch(/Organization ID/i)
+      expect(errorStatus(error)).toBe(400)
+    })
+  })
+
+  describe('formatInput', () => {
+    it('maps a Zoho Desk event array to the trigger outputs', async () => {
+      const result = await zohoDeskHandler.formatInput?.({
+        webhook: {},
+        workflow: { id: 'wf', userId: 'user' },
+        body: [
+          {
+            eventType: 'Ticket_Add',
+            eventTime: '1700000000000',
+            orgId: '700123',
+            payload: { id: 'ticket-1' },
+            prevState: null,
+          },
+        ],
+        headers: {},
+        requestId: 'test',
+      })
+      expect(result?.input).toMatchObject({
+        eventType: 'Ticket_Add',
+        eventTime: '1700000000000',
+        orgId: '700123',
+        payload: { id: 'ticket-1' },
+      })
+    })
+
+    it('passes through a non-array body unchanged', async () => {
+      const body = { unexpected: true }
+      const result = await zohoDeskHandler.formatInput?.({
+        webhook: {},
+        workflow: { id: 'wf', userId: 'user' },
+        body,
+        headers: {},
+        requestId: 'test',
+      })
+      expect(result?.input).toBe(body)
+    })
+
+    it('emits a normalized null shape for an empty array instead of leaking []', async () => {
+      const result = await zohoDeskHandler.formatInput?.({
+        webhook: {},
+        workflow: { id: 'wf', userId: 'user' },
+        body: [],
+        headers: {},
+        requestId: 'test',
+      })
+      expect(result?.input).toEqual({
+        eventType: null,
+        eventTime: null,
+        orgId: null,
+        payload: null,
+        prevState: null,
+      })
+    })
+
+    it('derives a plain-text contentText for html comment/thread payloads', async () => {
+      const result = await zohoDeskHandler.formatInput?.({
+        webhook: {},
+        workflow: { id: 'wf', userId: 'user' },
+        body: [
+          {
+            eventType: 'Ticket_Comment_Add',
+            eventTime: '1700000000000',
+            orgId: '700123',
+            payload: {
+              id: 'comment-1',
+              content: '<div style="direction: ltr;"><div>testing</div></div>',
+              contentType: 'html',
+            },
+            prevState: { id: 'comment-1', content: '<div>before</div>', contentType: 'html' },
+          },
+        ],
+        headers: {},
+        requestId: 'test',
+      })
+      const input = result?.input as {
+        payload: Record<string, unknown>
+        prevState: Record<string, unknown>
+      }
+      expect(input.payload.content).toBe('<div style="direction: ltr;"><div>testing</div></div>')
+      expect(input.payload.contentType).toBe('html')
+      expect(input.payload.contentText).toBe('testing')
+      // prevState is enriched symmetrically so before/after comparisons match shapes.
+      expect(input.prevState.content).toBe('<div>before</div>')
+      expect(input.prevState.contentText).toBe('before')
+    })
+
+    it('mirrors plainText content into contentText', async () => {
+      const result = await zohoDeskHandler.formatInput?.({
+        webhook: {},
+        workflow: { id: 'wf', userId: 'user' },
+        body: [
+          {
+            eventType: 'Ticket_Comment_Add',
+            eventTime: '1700000000000',
+            orgId: '700123',
+            payload: { id: 'comment-2', content: 'just text', contentType: 'plainText' },
+            prevState: null,
+          },
+        ],
+        headers: {},
+        requestId: 'test',
+      })
+      const payload = (result?.input as { payload: Record<string, unknown> }).payload
+      expect(payload.contentText).toBe('just text')
+      expect(payload.content).toBe('just text')
+    })
+  })
+
+  describe('createSubscription request body', () => {
+    afterEach(() => {
+      vi.restoreAllMocks()
+      vi.mocked(getCredentialOwner).mockReset()
+      vi.mocked(refreshAccessTokenIfNeeded).mockReset()
+    })
+
+    it('omits ignoreSourceId (Zoho rejects an arbitrary UUID) and returns no such id', async () => {
+      vi.mocked(getCredentialOwner).mockResolvedValue({
+        accountId: 'acc-1',
+        userId: 'user-1',
+        // biome-ignore lint/suspicious/noExplicitAny: partial owner shape for the test
+      } as any)
+      vi.mocked(refreshAccessTokenIfNeeded).mockResolvedValue('zoho-token')
+
+      let sentBody: Record<string, unknown> = {}
+      vi.spyOn(globalThis, 'fetch').mockImplementation(async (_url, init) => {
+        sentBody = JSON.parse(String((init as RequestInit).body))
+        return {
+          ok: true,
+          status: 200,
+          text: async () => JSON.stringify({ id: 'wh-123' }),
+        } as unknown as Response
+      })
+
+      const result = await zohoDeskHandler.createSubscription?.({
+        webhook: {
+          id: 'w1',
+          path: 'p1',
+          providerConfig: { credentialId: 'cred-1', orgId: '700123', eventType: 'Ticket_Add' },
+        },
+        workflow: {},
+        userId: 'user-1',
+        requestId: 'test',
+        // biome-ignore lint/suspicious/noExplicitAny: request is unused on this path
+        request: {} as any,
+      })
+
+      expect(sentBody).not.toHaveProperty('ignoreSourceId')
+      expect(sentBody.subscriptions).toHaveProperty('Ticket_Add')
+      expect(sentBody.isEnabled).toBe(true)
+      expect(result?.providerConfigUpdates).toMatchObject({ externalId: 'wh-123' })
+      expect(result?.providerConfigUpdates).not.toHaveProperty('ignoreSourceId')
+    })
+
+    /** Drives createSubscription and returns the JSON body sent to Zoho. */
+    async function captureSentBody(
+      providerConfig: Record<string, unknown>
+    ): Promise<Record<string, unknown>> {
+      vi.mocked(getCredentialOwner).mockResolvedValue({
+        accountId: 'acc-1',
+        userId: 'user-1',
+        // biome-ignore lint/suspicious/noExplicitAny: partial owner shape for the test
+      } as any)
+      vi.mocked(refreshAccessTokenIfNeeded).mockResolvedValue('zoho-token')
+
+      let sentBody: Record<string, unknown> = {}
+      vi.spyOn(globalThis, 'fetch').mockImplementation(async (_url, init) => {
+        sentBody = JSON.parse(String((init as RequestInit).body))
+        return {
+          ok: true,
+          status: 200,
+          text: async () => JSON.stringify({ id: 'wh-123' }),
+        } as unknown as Response
+      })
+
+      await zohoDeskHandler.createSubscription?.({
+        webhook: {
+          id: 'w1',
+          path: 'p1',
+          providerConfig: { credentialId: 'cred-1', orgId: '700123', ...providerConfig },
+        },
+        workflow: {},
+        userId: 'user-1',
+        requestId: 'test',
+        // biome-ignore lint/suspicious/noExplicitAny: request is unused on this path
+        request: {} as any,
+      })
+      return sentBody
+    }
+
+    // Zoho documents includePrevState on the Ticket/Contact/Agent/Task/Article
+    // update events but NOT on Ticket_Comment_Update, which lists only
+    // departmentIds. An `endsWith('_Update')` rule sent an undocumented filter
+    // key on that one event.
+    it.each(['Ticket_Update', 'Contact_Update', 'Agent_Update', 'Task_Update', 'Article_Update'])(
+      'sets includePrevState for %s',
+      async (eventType) => {
+        const body = await captureSentBody({ eventType })
+        expect((body.subscriptions as Record<string, unknown>)[eventType]).toMatchObject({
+          includePrevState: true,
+        })
+      }
+    )
+
+    it('does NOT set includePrevState for Ticket_Comment_Update', async () => {
+      // With a department filter the object exists, so this proves the key is
+      // absent rather than the whole filter being null for an unrelated reason.
+      const withDepts = await captureSentBody({
+        eventType: 'Ticket_Comment_Update',
+        triggerDepartmentIds: '111',
+      })
+      expect((withDepts.subscriptions as Record<string, unknown>).Ticket_Comment_Update).toEqual({
+        departmentIds: ['111'],
+      })
+
+      // And with no filters at all it collapses to null, not `{includePrevState:true}`.
+      const bare = await captureSentBody({ eventType: 'Ticket_Comment_Update' })
+      expect((bare.subscriptions as Record<string, unknown>).Ticket_Comment_Update).toBeNull()
+    })
+
+    // Zoho: events outside the ticket/task family "do not support filters.
+    // Therefore, pass the value as null in the API request."
+    it('drops departmentIds for an event whose filter does not accept it', async () => {
+      const body = await captureSentBody({
+        eventType: 'Contact_Add',
+        triggerDepartmentIds: '111,222',
+      })
+      expect((body.subscriptions as Record<string, unknown>).Contact_Add).toBeNull()
+    })
+
+    it('keeps departmentIds for an event whose filter accepts it', async () => {
+      const body = await captureSentBody({
+        eventType: 'Ticket_Add',
+        triggerDepartmentIds: '111,222',
+      })
+      expect((body.subscriptions as Record<string, unknown>).Ticket_Add).toEqual({
+        departmentIds: ['111', '222'],
+      })
+    })
+
+    it('sends null, not an empty object, when an event has no filters', async () => {
+      const body = await captureSentBody({ eventType: 'Ticket_Delete' })
+      expect((body.subscriptions as Record<string, unknown>).Ticket_Delete).toBeNull()
+    })
+  })
+
+  describe('mapZohoWebhookError', () => {
+    it('surfaces INVALID_DATA field errors and is non-retryable (4xx)', () => {
+      const err = mapZohoWebhookError(
+        422,
+        JSON.stringify({
+          errorCode: 'INVALID_DATA',
+          errors: [
+            {
+              fieldName: '/ignoreSourceId',
+              errorMessage:
+                "The value passed for field '/ignoreSourceId' does not match the allowed values.",
+            },
+          ],
+        })
+      )
+      expect(err.message).toContain('INVALID_DATA')
+      expect(err.message).toContain('/ignoreSourceId')
+      expect(err.message).not.toContain('Professional edition')
+      expect(errorStatus(err)).toBe(422)
+    })
+
+    it('surfaces UNPROCESSABLE_ENTITY (URL validation) verbatim, non-retryable', () => {
+      const err = mapZohoWebhookError(
+        422,
+        JSON.stringify({
+          errorCode: 'UNPROCESSABLE_ENTITY',
+          message:
+            'Validation failed for the condition : The endpoint failed to respond with status code 200',
+        })
+      )
+      expect(err.message).toContain('endpoint failed to respond with status code 200')
+      expect(err.message).not.toContain('Professional edition')
+      expect(errorStatus(err)).toBe(422)
+    })
+
+    it('only claims the edition/permission cause when Zoho indicates it', () => {
+      const err = mapZohoWebhookError(
+        403,
+        JSON.stringify({ errorCode: 'PERMISSION_DENIED', message: 'You do not have permission' })
+      )
+      expect(err.message).toContain('permission')
+      expect(err.message).toContain('Professional edition')
+      expect(errorStatus(err)).toBe(403)
+    })
+
+    it('does not add the edition hint to a 403 whose body is unrelated to edition/permission', () => {
+      const err = mapZohoWebhookError(
+        403,
+        JSON.stringify({ errorCode: 'INVALID_OAUTH', message: 'Invalid OAuth token' })
+      )
+      expect(err.message).toContain('INVALID_OAUTH')
+      expect(err.message).toContain('Invalid OAuth token')
+      expect(err.message).not.toContain('Professional edition')
+      expect(errorStatus(err)).toBe(403)
+    })
+
+    it('keeps provider 5xx retryable', () => {
+      const err = mapZohoWebhookError(500, JSON.stringify({ errorCode: 'INTERNAL_ERROR' }))
+      expect(errorStatus(err)).toBe(503)
+    })
+  })
+
+  describe('create-time URL verification probe', () => {
+    it('opts Zoho Desk into pending webhook verification', () => {
+      expect(requiresPendingWebhookVerification('zoho_desk')).toBe(true)
+    })
+
+    it('answers Zoho GET/HEAD probes but not real POST deliveries', () => {
+      const entry = { provider: 'zoho_desk', path: 'p1', expiresAt: Date.now() + 60_000 }
+      expect(
+        matchesPendingWebhookVerificationProbe(entry, { method: 'GET', body: undefined })
+      ).toBe(true)
+      expect(
+        matchesPendingWebhookVerificationProbe(entry, { method: 'HEAD', body: undefined })
+      ).toBe(true)
+      expect(
+        matchesPendingWebhookVerificationProbe(entry, { method: 'POST', body: { eventType: 'x' } })
+      ).toBe(false)
+    })
+  })
+})
diff --git a/apps/sim/lib/webhooks/providers/zoho-desk.ts b/apps/sim/lib/webhooks/providers/zoho-desk.ts
new file mode 100644
index 00000000000..a70935d4385
--- /dev/null
+++ b/apps/sim/lib/webhooks/providers/zoho-desk.ts
@@ -0,0 +1,522 @@
+import { db } from '@sim/db'
+import { account } from '@sim/db/schema'
+import { createLogger } from '@sim/logger'
+import { toError } from '@sim/utils/errors'
+import { truncate } from '@sim/utils/string'
+import { eq } from 'drizzle-orm'
+import * as jose from 'jose'
+import { NextResponse } from 'next/server'
+import { getCredentialOwner, getNotificationUrl } from '@/lib/webhooks/provider-subscription-utils'
+import type {
+  AuthContext,
+  DeleteSubscriptionContext,
+  FormatInputContext,
+  FormatInputResult,
+  SubscriptionContext,
+  SubscriptionResult,
+  WebhookProviderHandler,
+} from '@/lib/webhooks/providers/types'
+import { refreshAccessTokenIfNeeded } from '@/app/api/auth/oauth/utils'
+import { isZohoHost } from '@/tools/zoho_desk/host-allowlist'
+import { withDerivedContentText } from '@/tools/zoho_desk/utils'
+
+const logger = createLogger('WebhookProvider:ZohoDesk')
+
+const DEFAULT_ZOHO_DESK_BASE = 'https://desk.zoho.com'
+// Stop at a comma or whitespace: better-auth persists Zoho's scopes comma-joined
+// (no spaces), so a greedy `\S+` would swallow the whole scope list into the host.
+const ZOHO_DESK_BASE_URL_REGEX = /__zoho_domain__:([^\s,]+)/
+
+/**
+ * Remote JWKS sets are cached per Desk data-center host. `createRemoteJWKSet`
+ * caches keys and coalesces refetches internally, so a module-scoped cache keeps
+ * verification within Zoho's 5-second delivery deadline.
+ */
+const jwksCache = new Map<string, ReturnType<typeof jose.createRemoteJWKSet>>()
+
+/**
+ * Events whose subscription filter accepts `departmentIds`. Zoho documents the
+ * rest as taking no filter at all.
+ */
+const DEPARTMENT_FILTERABLE_EVENTS = new Set([
+  'Ticket_Add',
+  'Ticket_Update',
+  'Ticket_Comment_Add',
+  'Ticket_Comment_Update',
+  'Ticket_Thread_Add',
+  'Task_Add',
+  'Task_Update',
+])
+
+/**
+ * Events whose filter accepts `includePrevState`. Enumerated rather than derived
+ * from an `_Update` suffix: Zoho documents the attribute on Ticket/Contact/Agent/
+ * Task/Article update events but NOT on `Ticket_Comment_Update`, which lists only
+ * `departmentIds`. Sending an undocumented filter key on a live create is the
+ * same class of risk as an undocumented query param.
+ */
+const PREV_STATE_EVENTS = new Set([
+  'Ticket_Update',
+  'Contact_Update',
+  'Agent_Update',
+  'Task_Update',
+  'Article_Update',
+])
+
+/**
+ * Bound on distinct Desk hosts held in {@link jwksCache}. The host is derived
+ * from `providerConfig.apiDomain`, which `SYSTEM_MANAGED_FIELDS` protects from
+ * *diffing* but not from being written by a workspace member. `safeZohoDeskBase`
+ * already clamps it to a Zoho apex so no key material is ever fetched off-Zoho,
+ * but any `*.zoho.com` label still passes - so without a cap, repeated writes
+ * plus webhook hits could grow one JWKS instance (and its key cache) per label.
+ * Zoho has a handful of data centers; anything beyond this is not legitimate
+ * traffic, so evicting oldest-first is safe.
+ */
+const JWKS_CACHE_MAX_ENTRIES = 16
+
+function getJwks(deskHost: string): ReturnType<typeof jose.createRemoteJWKSet> {
+  const set = jwksCache.get(deskHost)
+  if (set) return set
+
+  if (jwksCache.size >= JWKS_CACHE_MAX_ENTRIES) {
+    const oldest = jwksCache.keys().next()
+    if (!oldest.done) jwksCache.delete(oldest.value)
+  }
+  // Zoho fails a delivery that is not answered within 5 seconds and publishes no
+  // retry, so a cold-start JWKS fetch must not consume the whole budget -
+  // jose's default timeoutDuration is 5000ms, exactly the deadline.
+  const created = jose.createRemoteJWKSet(new URL(`https://${deskHost}/.well-known/jwks.json`), {
+    timeoutDuration: 1500,
+  })
+  jwksCache.set(deskHost, created)
+  return created
+}
+
+/**
+ * Anchor a Desk base URL to the Zoho apex allowlist before it is used to build a
+ * token-carrying request or a JWKS fetch. `providerConfig.apiDomain` is only
+ * written by `createSubscription`, but `SYSTEM_MANAGED_FIELDS` governs config
+ * *diffing*, not writability - it does not strip a caller-supplied `apiDomain`
+ * from an incoming providerConfig. Falling back to the US base on anything
+ * unrecognized keeps a hostile value from ever receiving the OAuth token or
+ * standing in as the JWKS issuer.
+ */
+function safeZohoDeskBase(candidate: unknown): string {
+  if (typeof candidate !== 'string' || !candidate) return DEFAULT_ZOHO_DESK_BASE
+  try {
+    const url = new URL(candidate)
+    if (url.protocol !== 'https:' || !isZohoHost(url.hostname)) return DEFAULT_ZOHO_DESK_BASE
+    return candidate.replace(/\/+$/, '')
+  } catch {
+    return DEFAULT_ZOHO_DESK_BASE
+  }
+}
+
+/** Read the persisted data-center Desk base URL from the credential's scope marker. */
+async function resolveZohoDeskApiDomain(accountId: string): Promise<string> {
+  try {
+    const rows = await db
+      .select({ scope: account.scope })
+      .from(account)
+      .where(eq(account.id, accountId))
+      .limit(1)
+    const scope = rows[0]?.scope
+    const match = typeof scope === 'string' ? scope.match(ZOHO_DESK_BASE_URL_REGEX) : null
+    return safeZohoDeskBase(match?.[1])
+  } catch (error) {
+    logger.warn('Failed to resolve Zoho Desk api domain from credential', {
+      message: toError(error).message,
+    })
+    return DEFAULT_ZOHO_DESK_BASE
+  }
+}
+
+function splitCsv(value: unknown): string[] {
+  if (typeof value !== 'string') return []
+  return value
+    .split(',')
+    .map((item) => item.trim())
+    .filter(Boolean)
+}
+
+/**
+ * Resolve the organization id out of a persisted `providerConfig`.
+ *
+ * The trigger exposes the organization as a canonical basic/advanced pair:
+ * `orgId` (the selector) and `manualOrgId` (free text). `buildProviderConfig`
+ * collapses that pair at deploy time and writes the ACTIVE member's value under
+ * the canonical key `orgId`, so that is the authoritative read and is checked
+ * first.
+ *
+ * `manualOrgId` is the explicit fallback because the collapse is strict about
+ * the resolved mode: when `block.data.canonicalModes` pins the group to `basic`
+ * while only the manual field carries a value, the collapse deletes the
+ * canonical key even though the deploy-time required-field check passes (the
+ * canonical group counts as satisfied by the manual member). Without this
+ * fallback that combination would deploy and then fail here with "Organization
+ * ID is required".
+ */
+function resolveConfigOrgId(config: Record<string, unknown>): string | undefined {
+  if (typeof config.orgId === 'string' && config.orgId.trim()) return config.orgId.trim()
+  if (typeof config.manualOrgId === 'string' && config.manualOrgId.trim()) {
+    return config.manualOrgId.trim()
+  }
+  return undefined
+}
+
+/** Error carrying an HTTP status so the deploy outbox can classify retryability. */
+function statusError(message: string, status: number): Error {
+  const err = new Error(message) as Error & { status: number }
+  err.status = status
+  return err
+}
+
+/** Zoho errorCode / message patterns that genuinely indicate a permission or edition denial. */
+const ZOHO_EDITION_PERMISSION_PATTERN =
+  /permission|not\s+(allowed|permitted|supported)|edition|upgrade|feature/i
+
+/**
+ * Map a Zoho Desk webhook-creation failure to an actionable error that surfaces
+ * Zoho's real errorCode / message / field errors instead of a catch-all. The
+ * returned error carries an HTTP `status`: permanent client failures (4xx -
+ * invalid data, permission, unprocessable) keep their 4xx so the deploy outbox
+ * fails the deploy terminally (NonRetryableDeploymentError) with the true
+ * reason; rate limits and provider 5xx map to 5xx so they stay retryable.
+ */
+export function mapZohoWebhookError(status: number, bodyText: string): Error {
+  let errorCode: string | undefined
+  let message: string | undefined
+  let fieldErrors: string[] = []
+  try {
+    const parsed = JSON.parse(bodyText) as {
+      errorCode?: unknown
+      message?: unknown
+      errors?: Array<{ fieldName?: unknown; errorMessage?: unknown }>
+    }
+    if (typeof parsed.errorCode === 'string') errorCode = parsed.errorCode
+    if (typeof parsed.message === 'string') message = parsed.message
+    if (Array.isArray(parsed.errors)) {
+      fieldErrors = parsed.errors
+        .map((e) =>
+          typeof e?.errorMessage === 'string'
+            ? typeof e.fieldName === 'string'
+              ? `${e.fieldName}: ${e.errorMessage}`
+              : e.errorMessage
+            : undefined
+        )
+        .filter((v): v is string => Boolean(v))
+    }
+  } catch {
+    // non-JSON body
+  }
+
+  const detail =
+    fieldErrors.length > 0
+      ? fieldErrors.join('; ')
+      : message || truncate(bodyText, 200) || `HTTP ${status}`
+  const codePrefix = errorCode ? `${errorCode}: ` : ''
+  let realMessage = `Zoho Desk webhook creation failed (HTTP ${status}) - ${codePrefix}${detail}`
+
+  // Only claim the edition/permission cause when Zoho's own errorCode or message
+  // says so. A bare 403 can equally mean a wrong org, a missing scope, or a bad
+  // token, and those must not get the misleading "requires Professional" suffix.
+  const indicatesEditionOrPermission =
+    (errorCode ? ZOHO_EDITION_PERMISSION_PATTERN.test(errorCode) : false) ||
+    ZOHO_EDITION_PERMISSION_PATTERN.test(detail)
+  if (indicatesEditionOrPermission) {
+    realMessage +=
+      ' (Zoho Desk webhooks require a Professional edition or higher and the Desk.webhooks.CREATE scope.)'
+  }
+
+  // Rate limits and provider-side 5xx are transient -> keep retryable.
+  if (status === 429 || status >= 500) {
+    return statusError(realMessage, 503)
+  }
+  // Other client errors cannot succeed on retry -> carry the 4xx status.
+  return statusError(realMessage, status >= 400 && status < 500 ? status : 422)
+}
+
+export const zohoDeskHandler: WebhookProviderHandler = {
+  // Zoho requires a 200 within 5 seconds, so acknowledge ingress before running
+  // the workflow through the durable queue rather than inline.
+  executionMode: 'queue',
+
+  async createSubscription({
+    webhook: webhookRecord,
+    userId,
+    requestId,
+  }: SubscriptionContext): Promise<SubscriptionResult | undefined> {
+    const config = ((webhookRecord as Record<string, unknown>).providerConfig ?? {}) as Record<
+      string,
+      unknown
+    >
+    const credentialId = typeof config.credentialId === 'string' ? config.credentialId : undefined
+    const orgId = resolveConfigOrgId(config)
+    const eventType = typeof config.eventType === 'string' ? config.eventType : undefined
+
+    // Missing configuration is permanent - carry a 4xx so the deploy outbox fails
+    // terminally (NonRetryableDeploymentError) instead of retrying a create that
+    // can never succeed without the user fixing the trigger config.
+    if (!orgId) {
+      throw statusError(
+        'Zoho Desk Organization ID is required to create the webhook subscription.',
+        400
+      )
+    }
+    if (!eventType) {
+      throw statusError(
+        'A Zoho Desk event type is required to create the webhook subscription.',
+        400
+      )
+    }
+
+    const owner = credentialId ? await getCredentialOwner(credentialId, requestId) : null
+    const accessToken = owner
+      ? await refreshAccessTokenIfNeeded(owner.accountId, owner.userId, requestId)
+      : null
+    if (!accessToken || !owner) {
+      throw statusError(
+        'Zoho Desk account connection required. Please connect your Zoho Desk account in the trigger configuration and try again.',
+        400
+      )
+    }
+
+    // Already allowlist-anchored by resolveZohoDeskApiDomain -> safeZohoDeskBase.
+    const apiDomain = await resolveZohoDeskApiDomain(owner.accountId)
+    const notificationUrl = getNotificationUrl(webhookRecord)
+
+    const filter: Record<string, unknown> = {}
+    // Zoho supports `departmentIds` only on the ticket/task-family events; for
+    // Contact_*, Agent_*, Article_* and Task_Delete its docs say "This event does
+    // not support filters. Therefore, pass the value as null in the API request."
+    // Sending it anyway is at best a silent no-op and at worst INVALID_DATA.
+    if (DEPARTMENT_FILTERABLE_EVENTS.has(eventType)) {
+      const departmentIds = splitCsv(config.triggerDepartmentIds)
+      if (departmentIds.length > 0) filter.departmentIds = departmentIds
+    }
+    // `includePrevState` defaults to false, so without it Zoho never sends
+    // `prevState` and the trigger's declared output is permanently null for the
+    // update events that do support it.
+    if (PREV_STATE_EVENTS.has(eventType)) {
+      filter.includePrevState = true
+    }
+    if (eventType === 'Ticket_Update') {
+      const fields = splitCsv(config.fields).slice(0, 5)
+      if (fields.length > 0) filter.fields = fields
+    }
+    if (eventType === 'Ticket_Thread_Add') {
+      const direction = typeof config.direction === 'string' ? config.direction : 'both'
+      if (direction === 'in' || direction === 'out') filter.direction = direction
+    }
+
+    const response = await fetch(`${apiDomain}/api/v1/webhooks`, {
+      method: 'POST',
+      headers: {
+        Authorization: `Zoho-oauthtoken ${accessToken}`,
+        orgId,
+        'Content-Type': 'application/json',
+      },
+      // ignoreSourceId is omitted. Zoho documents it as taking a UUID, but the
+      // live API rejected a well-formed v4 UUID with INVALID_DATA - the doc and
+      // the implementation disagree, and the field only suppresses echo of our
+      // own writes, which Sim does not need.
+      body: JSON.stringify({
+        url: notificationUrl,
+        name: `sim-${webhookRecord.id}`.slice(0, 50),
+        // Zoho's own examples pass `null` (not `{}`) for an event with no
+        // filters - `"Contact_Add" : null`. Match the documented form.
+        subscriptions: { [eventType]: Object.keys(filter).length > 0 ? filter : null },
+        isEnabled: true,
+      }),
+      signal: AbortSignal.timeout(15_000),
+    })
+
+    const bodyText = await response.text()
+    if (!response.ok) {
+      logger.error(`[${requestId}] Failed to create Zoho Desk webhook`, {
+        status: response.status,
+        body: truncate(bodyText, 500),
+      })
+      throw mapZohoWebhookError(response.status, bodyText)
+    }
+
+    let created: Record<string, unknown> = {}
+    try {
+      created = JSON.parse(bodyText)
+    } catch {
+      // Zoho returns JSON on success; tolerate an empty body.
+    }
+    const idValue = created.id
+    const externalId =
+      typeof idValue === 'string' ? idValue : typeof idValue === 'number' ? String(idValue) : ''
+    // Never persist a subscription without its id: the id is the JWT `aud` claim
+    // verifyAuth checks, so an empty one would force verification to fail open.
+    if (!externalId) {
+      // Zoho reported success but gave no id: a webhook may have been created and
+      // is unidentifiable, so retrying risks duplicates. Fail terminally (4xx).
+      throw statusError('Zoho Desk webhook creation succeeded but returned no webhook id', 422)
+    }
+
+    logger.info(`[${requestId}] Created Zoho Desk webhook`, { externalId })
+    return {
+      // externalId (the JWT `aud` claim) and apiDomain are provider-managed and
+      // are SYSTEM_MANAGED_FIELDS, so they are excluded from the redeploy config
+      // diff to avoid delete/recreate churn on every deploy.
+      providerConfigUpdates: { externalId, apiDomain },
+    }
+  },
+
+  async deleteSubscription({
+    webhook: webhookRecord,
+    requestId,
+    strict,
+  }: DeleteSubscriptionContext): Promise<void> {
+    const config = ((webhookRecord as Record<string, unknown>).providerConfig ?? {}) as Record<
+      string,
+      unknown
+    >
+    const externalId = typeof config.externalId === 'string' ? config.externalId : undefined
+    const orgId = resolveConfigOrgId(config)
+    const credentialId = typeof config.credentialId === 'string' ? config.credentialId : undefined
+
+    if (!externalId || !orgId) {
+      if (strict) throw new Error('Missing Zoho Desk webhook identifiers for deletion')
+      return
+    }
+
+    const owner = credentialId ? await getCredentialOwner(credentialId, requestId) : null
+    const accessToken = owner
+      ? await refreshAccessTokenIfNeeded(owner.accountId, owner.userId, requestId)
+      : null
+    if (!accessToken || !owner) {
+      if (strict) throw new Error('Missing Zoho Desk token for webhook deletion')
+      return
+    }
+
+    const apiDomain =
+      typeof config.apiDomain === 'string' && config.apiDomain
+        ? safeZohoDeskBase(config.apiDomain)
+        : await resolveZohoDeskApiDomain(owner.accountId)
+
+    const response = await fetch(`${apiDomain}/api/v1/webhooks/${externalId}`, {
+      method: 'DELETE',
+      headers: {
+        Authorization: `Zoho-oauthtoken ${accessToken}`,
+        orgId,
+      },
+      signal: AbortSignal.timeout(15_000),
+    })
+
+    if (!response.ok && response.status !== 404) {
+      logger.warn(`[${requestId}] Failed to delete Zoho Desk webhook`, { status: response.status })
+      if (strict) throw new Error(`Zoho Desk webhook delete failed: ${response.status}`)
+    }
+  },
+
+  async verifyAuth({
+    request,
+    requestId,
+    providerConfig,
+  }: AuthContext): Promise<NextResponse | null> {
+    const token = request.headers.get('x-zdesk-jwt')
+    if (!token) {
+      logger.warn(`[${requestId}] Zoho Desk webhook missing X-ZDesk-JWT header`)
+      return new NextResponse('Unauthorized - Missing Zoho Desk JWT', { status: 401 })
+    }
+
+    // Same canonical-then-manual resolution as create/delete, so the JWT issuer
+    // claim is bound to the organization the subscription was actually created
+    // against no matter which side of the pair supplied it.
+    const orgId = resolveConfigOrgId(providerConfig) ?? ''
+    // `webhookId` was persisted on older rows; `externalId` is the canonical id.
+    const webhookId =
+      (typeof providerConfig.externalId === 'string' && providerConfig.externalId) ||
+      (typeof providerConfig.webhookId === 'string' && providerConfig.webhookId) ||
+      ''
+    // Fail closed: without both identifiers we cannot bind the JWT to this
+    // subscription, so accepting any org-JWKS RS256 token matching only the
+    // issuer would be a verification bypass. Reject instead of skipping a claim.
+    if (!orgId || !webhookId) {
+      logger.warn(`[${requestId}] Zoho Desk webhook missing orgId/webhookId; rejecting`)
+      return new NextResponse('Unauthorized - webhook not fully provisioned', { status: 401 })
+    }
+
+    // Prefer the apiDomain persisted on the webhook row (fast path, no DB hit on
+    // the 5s-deadline verification path). Only when it is absent - older rows, or
+    // a config that never captured it - fall back to the Desk base stored on the
+    // OAuth credential (`__zoho_domain__` scope marker), mirroring
+    // deleteSubscription, so a non-US org verifies against its own JWKS rather
+    // than defaulting to the US host and rejecting legitimate events.
+    let apiDomain =
+      typeof providerConfig.apiDomain === 'string' && providerConfig.apiDomain
+        ? safeZohoDeskBase(providerConfig.apiDomain)
+        : ''
+    if (!apiDomain) {
+      const credentialId =
+        typeof providerConfig.credentialId === 'string' ? providerConfig.credentialId : undefined
+      const owner = credentialId ? await getCredentialOwner(credentialId, requestId) : null
+      apiDomain = owner ? await resolveZohoDeskApiDomain(owner.accountId) : DEFAULT_ZOHO_DESK_BASE
+    }
+
+    let deskHost: string
+    try {
+      deskHost = new URL(apiDomain).host
+    } catch {
+      deskHost = 'desk.zoho.com'
+    }
+
+    try {
+      await jose.jwtVerify(token, getJwks(deskHost), {
+        algorithms: ['RS256'],
+        issuer: `orgId:${orgId}`,
+        audience: `webhookId:${webhookId}`,
+      })
+      return null
+    } catch (error) {
+      logger.warn(`[${requestId}] Zoho Desk JWT verification failed`, {
+        message: toError(error).message,
+      })
+      return new NextResponse('Unauthorized - Invalid Zoho Desk JWT', { status: 401 })
+    }
+  },
+
+  async formatInput({ body, requestId }: FormatInputContext): Promise<FormatInputResult> {
+    // Zoho Desk delivers an array of events: [{ payload, prevState, eventTime, eventType, orgId }].
+    // Anything that is not the expected array shape is passed through unchanged.
+    if (!Array.isArray(body)) {
+      return { input: body }
+    }
+    // Zoho fires one event per notification (single-element array). Log rather
+    // than silently drop if that ever changes, so batched deliveries are visible.
+    if (body.length > 1) {
+      logger.warn(
+        `[${requestId}] Zoho Desk delivered ${body.length} events in one payload; processing the first only`
+      )
+    }
+    const event = body[0]
+    if (!event || typeof event !== 'object') {
+      // Empty or malformed array (e.g. Zoho posts `[]`): emit the normalized
+      // trigger shape with null fields so downstream steps still see
+      // eventType/payload/etc. rather than a raw array leaking through.
+      return {
+        input: { eventType: null, eventTime: null, orgId: null, payload: null, prevState: null },
+      }
+    }
+    const record = event as Record<string, unknown>
+    // Comment / thread event payloads carry a raw `content` + `contentType`
+    // ('html' | 'plainText') pair; augment both `payload` and `prevState` with a
+    // derived plain-text `contentText` (HTML stripped) alongside the untouched raw
+    // content, so before/after comparisons see a consistent shape. Values without
+    // a content pair (ticket / contact events) pass through unchanged.
+    return {
+      input: {
+        eventType: record.eventType ?? null,
+        eventTime: record.eventTime ?? null,
+        orgId: record.orgId ?? null,
+        payload: record.payload != null ? withDerivedContentText(record.payload) : null,
+        prevState: record.prevState != null ? withDerivedContentText(record.prevState) : null,
+      },
+    }
+  },
+}
diff --git a/apps/sim/lib/workflows/subblocks/context.ts b/apps/sim/lib/workflows/subblocks/context.ts
index 0d94267af50..b56ca0285dc 100644
--- a/apps/sim/lib/workflows/subblocks/context.ts
+++ b/apps/sim/lib/workflows/subblocks/context.ts
@@ -37,6 +37,7 @@ export const SELECTOR_CONTEXT_FIELDS = new Set<keyof SelectorContext>([
   'awsRegion',
   'logGroupName',
   'tableId',
+  'orgId',
 ])
 
 /**
diff --git a/apps/sim/serializer/index.ts b/apps/sim/serializer/index.ts
index ae8fb07e711..f39614c6987 100644
--- a/apps/sim/serializer/index.ts
+++ b/apps/sim/serializer/index.ts
@@ -60,7 +60,12 @@ function shouldSerializeSubBlock(
   if (isToolInputOnlySubBlock(subBlockConfig)) return false
   if (isSubBlockHidden(subBlockConfig)) return false
 
-  if (subBlockConfig.mode === 'trigger') {
+  // `trigger-advanced` is a trigger-mode field too - the advanced twin of a
+  // `trigger` selector - so it must be excluded from tool-mode serialization for
+  // the same reason. Without this it stays a live, validated tool param: a
+  // trigger's `required` manual field then blocks running an unrelated operation
+  // that does not even render it, and the error names a hidden field.
+  if (subBlockConfig.mode === 'trigger' || subBlockConfig.mode === 'trigger-advanced') {
     if (!isTriggerContext && !isTriggerCategory) return false
   } else if (isTriggerContext && !isTriggerCategory) {
     return false
diff --git a/apps/sim/tools/generated/tool-ids.ts b/apps/sim/tools/generated/tool-ids.ts
index 62074f9f876..6c6425c38ca 100644
--- a/apps/sim/tools/generated/tool-ids.ts
+++ b/apps/sim/tools/generated/tool-ids.ts
@@ -3,7 +3,7 @@
 
 /** Every registered tool id, including versioned variants. */
 const toolIds: string[] = JSON.parse(
-  '["a2a_cancel_task","a2a_get_agent_card","a2a_get_task","a2a_send_message","agentmail_create_draft","agentmail_create_inbox","agentmail_delete_draft","agentmail_delete_inbox","agentmail_delete_thread","agentmail_forward_message","agentmail_get_draft","agentmail_get_inbox","agentmail_get_message","agentmail_get_thread","agentmail_list_drafts","agentmail_list_inboxes","agentmail_list_messages","agentmail_list_threads","agentmail_reply_message","agentmail_send_draft","agentmail_send_message","agentmail_update_draft","agentmail_update_inbox","agentmail_update_message","agentmail_update_thread","agentphone_create_call","agentphone_create_contact","agentphone_create_number","agentphone_delete_contact","agentphone_get_call","agentphone_get_call_transcript","agentphone_get_contact","agentphone_get_conversation","agentphone_get_conversation_messages","agentphone_get_number_messages","agentphone_get_usage","agentphone_get_usage_daily","agentphone_get_usage_monthly","agentphone_list_calls","agentphone_list_contacts","agentphone_list_conversations","agentphone_list_numbers","agentphone_react_to_message","agentphone_release_number","agentphone_send_message","agentphone_update_contact","agentphone_update_conversation","agiloft_attach_file","agiloft_attachment_info","agiloft_create_record","agiloft_delete_record","agiloft_get_choice_line_id","agiloft_lock_record","agiloft_read_record","agiloft_remove_attachment","agiloft_retrieve_attachment","agiloft_saved_search","agiloft_search_records","agiloft_select_records","agiloft_update_record","ahrefs_anchors","ahrefs_backlinks","ahrefs_backlinks_stats","ahrefs_batch_analysis","ahrefs_broken_backlinks","ahrefs_domain_rating","ahrefs_domain_rating_history","ahrefs_keyword_overview","ahrefs_keywords_history","ahrefs_metrics","ahrefs_metrics_history","ahrefs_organic_competitors","ahrefs_organic_keywords","ahrefs_paid_pages","ahrefs_rank_tracker_competitors_overview","ahrefs_rank_tracker_competitors_stats","ahrefs_rank_tracker_overview","ahrefs_rank_tracker_serp_overview","ahrefs_refdomains_history","ahrefs_referring_domains","ahrefs_related_terms","ahrefs_site_audit_page_explorer","ahrefs_top_pages","airtable_create_records","airtable_delete_records","airtable_get_base_schema","airtable_get_record","airtable_list_bases","airtable_list_records","airtable_list_tables","airtable_update_multiple_records","airtable_update_record","airtable_upsert_records","airweave_search","algolia_add_record","algolia_batch_operations","algolia_browse_records","algolia_clear_records","algolia_copy_move_index","algolia_delete_by_filter","algolia_delete_index","algolia_delete_record","algolia_get_record","algolia_get_records","algolia_get_settings","algolia_get_task_status","algolia_list_indices","algolia_partial_update_record","algolia_search","algolia_update_settings","amplitude_event_segmentation","amplitude_funnels","amplitude_get_active_users","amplitude_get_revenue","amplitude_group_identify","amplitude_identify_user","amplitude_list_events","amplitude_realtime_active_users","amplitude_retention","amplitude_send_event","amplitude_user_activity","amplitude_user_profile","amplitude_user_search","apify_get_dataset_items","apify_get_run","apify_run_actor_async","apify_run_actor_sync","apify_run_task","apollo_account_bulk_create","apollo_account_bulk_update","apollo_account_create","apollo_account_search","apollo_account_update","apollo_contact_bulk_create","apollo_contact_bulk_update","apollo_contact_create","apollo_contact_search","apollo_contact_update","apollo_email_accounts","apollo_opportunity_create","apollo_opportunity_get","apollo_opportunity_search","apollo_opportunity_update","apollo_organization_bulk_enrich","apollo_organization_enrich","apollo_organization_search","apollo_people_bulk_enrich","apollo_people_enrich","apollo_people_search","apollo_sequence_add_contacts","apollo_sequence_search","apollo_task_create","apollo_task_search","appconfig_create_application","appconfig_create_configuration_profile","appconfig_create_environment","appconfig_create_hosted_configuration_version","appconfig_delete_application","appconfig_delete_configuration_profile","appconfig_delete_environment","appconfig_delete_hosted_configuration_version","appconfig_get_application","appconfig_get_configuration","appconfig_get_configuration_profile","appconfig_get_deployment","appconfig_get_environment","appconfig_get_hosted_configuration_version","appconfig_list_applications","appconfig_list_configuration_profiles","appconfig_list_deployment_strategies","appconfig_list_deployments","appconfig_list_environments","appconfig_list_hosted_configuration_versions","appconfig_start_deployment","appconfig_stop_deployment","appconfig_update_application","appconfig_update_configuration_profile","appconfig_update_environment","arxiv_get_author_papers","arxiv_get_paper","arxiv_search","asana_add_comment","asana_add_followers","asana_create_project","asana_create_section","asana_create_subtask","asana_create_task","asana_delete_task","asana_get_project","asana_get_projects","asana_get_task","asana_list_sections","asana_list_workspaces","asana_search_tasks","asana_update_task","ashby_add_candidate_tag","ashby_change_application_stage","ashby_create_application","ashby_create_candidate","ashby_create_note","ashby_get_application","ashby_get_candidate","ashby_get_job","ashby_get_job_posting","ashby_get_offer","ashby_list_applications","ashby_list_archive_reasons","ashby_list_candidate_tags","ashby_list_candidates","ashby_list_custom_fields","ashby_list_departments","ashby_list_interviews","ashby_list_job_postings","ashby_list_jobs","ashby_list_locations","ashby_list_notes","ashby_list_offers","ashby_list_openings","ashby_list_sources","ashby_list_users","ashby_remove_candidate_tag","ashby_search_candidates","ashby_update_candidate","athena_batch_get_query_execution","athena_create_named_query","athena_delete_named_query","athena_get_named_query","athena_get_query_execution","athena_get_query_results","athena_list_databases","athena_list_named_queries","athena_list_query_executions","athena_list_table_metadata","athena_start_query","athena_stop_query","attio_assert_record","attio_create_attribute","attio_create_comment","attio_create_list","attio_create_list_entry","attio_create_note","attio_create_object","attio_create_record","attio_create_task","attio_create_webhook","attio_delete_comment","attio_delete_list_entry","attio_delete_note","attio_delete_record","attio_delete_task","attio_delete_webhook","attio_get_attribute","attio_get_comment","attio_get_list","attio_get_list_entry","attio_get_member","attio_get_note","attio_get_object","attio_get_record","attio_get_task","attio_get_thread","attio_get_webhook","attio_list_attributes","attio_list_lists","attio_list_members","attio_list_notes","attio_list_objects","attio_list_records","attio_list_tasks","attio_list_threads","attio_list_webhooks","attio_query_list_entries","attio_search_records","attio_update_attribute","attio_update_list","attio_update_list_entry","attio_update_object","attio_update_record","attio_update_task","attio_update_webhook","azure_devops_add_comment","azure_devops_create_work_item","azure_devops_get_build_log","azure_devops_get_build_timeline","azure_devops_get_comments","azure_devops_get_pipeline","azure_devops_get_pipeline_run","azure_devops_get_work_item","azure_devops_get_work_items_batch","azure_devops_get_work_items_between_builds","azure_devops_list_build_logs","azure_devops_list_builds","azure_devops_list_pipeline_runs","azure_devops_list_pipelines","azure_devops_query_work_items","azure_devops_update_work_item","box_copy_file","box_create_folder","box_delete_file","box_delete_folder","box_download_file","box_get_file_info","box_list_folder_items","box_search","box_sign_cancel_request","box_sign_create_request","box_sign_get_request","box_sign_list_requests","box_sign_resend_request","box_update_file","box_upload_file","brandfetch_get_brand","brandfetch_search","brex_archive_budget","brex_create_budget","brex_create_spend_limit","brex_create_transfer","brex_create_vendor","brex_get_budget","brex_get_cash_account","brex_get_company","brex_get_current_user","brex_get_expense","brex_get_spend_limit","brex_get_transfer","brex_get_user","brex_get_vendor","brex_list_budgets","brex_list_card_accounts","brex_list_card_statements","brex_list_card_transactions","brex_list_cards","brex_list_cash_accounts","brex_list_cash_statements","brex_list_cash_transactions","brex_list_departments","brex_list_expenses","brex_list_locations","brex_list_spend_limits","brex_list_titles","brex_list_transfers","brex_list_users","brex_list_vendors","brex_match_receipt","brex_update_expense","brex_update_vendor","brex_upload_receipt","brightdata_cancel_snapshot","brightdata_discover","brightdata_download_snapshot","brightdata_scrape_dataset","brightdata_scrape_url","brightdata_serp_search","brightdata_snapshot_status","brightdata_sync_scrape","browser_use_run_task","buffer_create_idea","buffer_create_post","buffer_delete_post","buffer_edit_post","buffer_get_account","buffer_get_channels","buffer_get_idea_groups","buffer_get_ideas","buffer_get_post","buffer_get_posts","calcom_cancel_booking","calcom_confirm_booking","calcom_create_booking","calcom_create_event_type","calcom_create_schedule","calcom_decline_booking","calcom_delete_event_type","calcom_delete_schedule","calcom_get_booking","calcom_get_default_schedule","calcom_get_event_type","calcom_get_schedule","calcom_get_slots","calcom_list_bookings","calcom_list_event_types","calcom_list_schedules","calcom_reschedule_booking","calcom_update_event_type","calcom_update_schedule","calendly_cancel_event","calendly_create_webhook","calendly_delete_webhook","calendly_get_current_user","calendly_get_event_type","calendly_get_scheduled_event","calendly_list_event_invitees","calendly_list_event_types","calendly_list_scheduled_events","calendly_list_webhooks","clay_populate","clerk_add_organization_member","clerk_ban_user","clerk_create_actor_token","clerk_create_allowlist_identifier","clerk_create_blocklist_identifier","clerk_create_organization","clerk_create_organization_invitation","clerk_create_user","clerk_delete_allowlist_identifier","clerk_delete_blocklist_identifier","clerk_delete_organization","clerk_delete_user","clerk_get_jwt_template","clerk_get_organization","clerk_get_session","clerk_get_user","clerk_get_user_oauth_token","clerk_list_allowlist_identifiers","clerk_list_blocklist_identifiers","clerk_list_jwt_templates","clerk_list_organization_invitations","clerk_list_organization_memberships","clerk_list_organizations","clerk_list_sessions","clerk_list_users","clerk_lock_user","clerk_remove_organization_member","clerk_revoke_actor_token","clerk_revoke_session","clerk_unban_user","clerk_unlock_user","clerk_update_organization","clerk_update_organization_membership","clerk_update_user","clickhouse_count_rows","clickhouse_create_database","clickhouse_create_table","clickhouse_delete","clickhouse_describe_table","clickhouse_drop_database","clickhouse_drop_partition","clickhouse_drop_table","clickhouse_execute","clickhouse_insert","clickhouse_insert_rows","clickhouse_introspect","clickhouse_kill_query","clickhouse_list_clusters","clickhouse_list_databases","clickhouse_list_mutations","clickhouse_list_partitions","clickhouse_list_running_queries","clickhouse_list_tables","clickhouse_optimize_table","clickhouse_query","clickhouse_rename_table","clickhouse_show_create_table","clickhouse_table_stats","clickhouse_truncate_table","clickhouse_update","clickup_add_tag_to_task","clickup_create_checklist","clickup_create_checklist_item","clickup_create_comment","clickup_create_folder","clickup_create_list","clickup_create_task","clickup_create_time_entry","clickup_delete_checklist","clickup_delete_checklist_item","clickup_delete_comment","clickup_delete_task","clickup_delete_time_entry","clickup_get_comments","clickup_get_custom_fields","clickup_get_folders","clickup_get_list_members","clickup_get_lists","clickup_get_running_timer","clickup_get_space_tags","clickup_get_spaces","clickup_get_task","clickup_get_task_members","clickup_get_tasks","clickup_get_time_entries","clickup_get_workspaces","clickup_remove_custom_field_value","clickup_remove_tag_from_task","clickup_search_tasks","clickup_set_custom_field_value","clickup_start_timer","clickup_stop_timer","clickup_update_checklist","clickup_update_checklist_item","clickup_update_comment","clickup_update_task","clickup_update_time_entry","clickup_upload_attachment","cloudflare_create_dns_record","cloudflare_create_zone","cloudflare_delete_dns_record","cloudflare_delete_zone","cloudflare_dns_analytics","cloudflare_get_zone","cloudflare_get_zone_settings","cloudflare_list_certificates","cloudflare_list_dns_records","cloudflare_list_zones","cloudflare_purge_cache","cloudflare_update_dns_record","cloudflare_update_zone_setting","cloudformation_cancel_update_stack","cloudformation_create_change_set","cloudformation_create_stack","cloudformation_delete_stack","cloudformation_describe_change_set","cloudformation_describe_stack_drift_detection_status","cloudformation_describe_stack_events","cloudformation_describe_stacks","cloudformation_detect_stack_drift","cloudformation_execute_change_set","cloudformation_get_template","cloudformation_get_template_summary","cloudformation_list_stack_resources","cloudformation_update_stack","cloudformation_validate_template","cloudwatch_describe_alarm_history","cloudwatch_describe_alarms","cloudwatch_describe_log_groups","cloudwatch_describe_log_streams","cloudwatch_filter_log_events","cloudwatch_get_log_events","cloudwatch_get_metric_statistics","cloudwatch_list_metrics","cloudwatch_mute_alarm","cloudwatch_put_log_group_retention","cloudwatch_put_metric_data","cloudwatch_query_logs","cloudwatch_unmute_alarm","codepipeline_disable_stage_transition","codepipeline_enable_stage_transition","codepipeline_get_pipeline","codepipeline_get_pipeline_execution","codepipeline_get_pipeline_state","codepipeline_list_action_executions","codepipeline_list_pipeline_executions","codepipeline_list_pipelines","codepipeline_put_approval_result","codepipeline_retry_stage_execution","codepipeline_start_execution","codepipeline_stop_execution","confluence_add_label","confluence_create_blogpost","confluence_create_comment","confluence_create_page","confluence_create_page_property","confluence_create_space","confluence_create_space_property","confluence_delete_attachment","confluence_delete_blogpost","confluence_delete_comment","confluence_delete_label","confluence_delete_page","confluence_delete_page_property","confluence_delete_space","confluence_delete_space_property","confluence_get_blogpost","confluence_get_page_ancestors","confluence_get_page_children","confluence_get_page_descendants","confluence_get_page_version","confluence_get_pages_by_label","confluence_get_space","confluence_get_task","confluence_get_user","confluence_list_attachments","confluence_list_blogposts","confluence_list_bl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+  '["a2a_cancel_task","a2a_get_agent_card","a2a_get_task","a2a_send_message","agentmail_create_draft","agentmail_create_inbox","agentmail_delete_draft","agentmail_delete_inbox","agentmail_delete_thread","agentmail_forward_message","agentmail_get_draft","agentmail_get_inbox","agentmail_get_message","agentmail_get_thread","agentmail_list_drafts","agentmail_list_inboxes","agentmail_list_messages","agentmail_list_threads","agentmail_reply_message","agentmail_send_draft","agentmail_send_message","agentmail_update_draft","agentmail_update_inbox","agentmail_update_message","agentmail_update_thread","agentphone_create_call","agentphone_create_contact","agentphone_create_number","agentphone_delete_contact","agentphone_get_call","agentphone_get_call_transcript","agentphone_get_contact","agentphone_get_conversation","agentphone_get_conversation_messages","agentphone_get_number_messages","agentphone_get_usage","agentphone_get_usage_daily","agentphone_get_usage_monthly","agentphone_list_calls","agentphone_list_contacts","agentphone_list_conversations","agentphone_list_numbers","agentphone_react_to_message","agentphone_release_number","agentphone_send_message","agentphone_update_contact","agentphone_update_conversation","agiloft_attach_file","agiloft_attachment_info","agiloft_create_record","agiloft_delete_record","agiloft_get_choice_line_id","agiloft_lock_record","agiloft_read_record","agiloft_remove_attachment","agiloft_retrieve_attachment","agiloft_saved_search","agiloft_search_records","agiloft_select_records","agiloft_update_record","ahrefs_anchors","ahrefs_backlinks","ahrefs_backlinks_stats","ahrefs_batch_analysis","ahrefs_broken_backlinks","ahrefs_domain_rating","ahrefs_domain_rating_history","ahrefs_keyword_overview","ahrefs_keywords_history","ahrefs_metrics","ahrefs_metrics_history","ahrefs_organic_competitors","ahrefs_organic_keywords","ahrefs_paid_pages","ahrefs_rank_tracker_competitors_overview","ahrefs_rank_tracker_competitors_stats","ahrefs_rank_tracker_overview","ahrefs_rank_tracker_serp_overview","ahrefs_refdomains_history","ahrefs_referring_domains","ahrefs_related_terms","ahrefs_site_audit_page_explorer","ahrefs_top_pages","airtable_create_records","airtable_delete_records","airtable_get_base_schema","airtable_get_record","airtable_list_bases","airtable_list_records","airtable_list_tables","airtable_update_multiple_records","airtable_update_record","airtable_upsert_records","airweave_search","algolia_add_record","algolia_batch_operations","algolia_browse_records","algolia_clear_records","algolia_copy_move_index","algolia_delete_by_filter","algolia_delete_index","algolia_delete_record","algolia_get_record","algolia_get_records","algolia_get_settings","algolia_get_task_status","algolia_list_indices","algolia_partial_update_record","algolia_search","algolia_update_settings","amplitude_event_segmentation","amplitude_funnels","amplitude_get_active_users","amplitude_get_revenue","amplitude_group_identify","amplitude_identify_user","amplitude_list_events","amplitude_realtime_active_users","amplitude_retention","amplitude_send_event","amplitude_user_activity","amplitude_user_profile","amplitude_user_search","apify_get_dataset_items","apify_get_run","apify_run_actor_async","apify_run_actor_sync","apify_run_task","apollo_account_bulk_create","apollo_account_bulk_update","apollo_account_create","apollo_account_search","apollo_account_update","apollo_contact_bulk_create","apollo_contact_bulk_update","apollo_contact_create","apollo_contact_search","apollo_contact_update","apollo_email_accounts","apollo_opportunity_create","apollo_opportunity_get","apollo_opportunity_search","apollo_opportunity_update","apollo_organization_bulk_enrich","apollo_organization_enrich","apollo_organization_search","apollo_people_bulk_enrich","apollo_people_enrich","apollo_people_search","apollo_sequence_add_contacts","apollo_sequence_search","apollo_task_create","apollo_task_search","appconfig_create_application","appconfig_create_configuration_profile","appconfig_create_environment","appconfig_create_hosted_configuration_version","appconfig_delete_application","appconfig_delete_configuration_profile","appconfig_delete_environment","appconfig_delete_hosted_configuration_version","appconfig_get_application","appconfig_get_configuration","appconfig_get_configuration_profile","appconfig_get_deployment","appconfig_get_environment","appconfig_get_hosted_configuration_version","appconfig_list_applications","appconfig_list_configuration_profiles","appconfig_list_deployment_strategies","appconfig_list_deployments","appconfig_list_environments","appconfig_list_hosted_configuration_versions","appconfig_start_deployment","appconfig_stop_deployment","appconfig_update_application","appconfig_update_configuration_profile","appconfig_update_environment","arxiv_get_author_papers","arxiv_get_paper","arxiv_search","asana_add_comment","asana_add_followers","asana_create_project","asana_create_section","asana_create_subtask","asana_create_task","asana_delete_task","asana_get_project","asana_get_projects","asana_get_task","asana_list_sections","asana_list_workspaces","asana_search_tasks","asana_update_task","ashby_add_candidate_tag","ashby_change_application_stage","ashby_create_application","ashby_create_candidate","ashby_create_note","ashby_get_application","ashby_get_candidate","ashby_get_job","ashby_get_job_posting","ashby_get_offer","ashby_list_applications","ashby_list_archive_reasons","ashby_list_candidate_tags","ashby_list_candidates","ashby_list_custom_fields","ashby_list_departments","ashby_list_interviews","ashby_list_job_postings","ashby_list_jobs","ashby_list_locations","ashby_list_notes","ashby_list_offers","ashby_list_openings","ashby_list_sources","ashby_list_users","ashby_remove_candidate_tag","ashby_search_candidates","ashby_update_candidate","athena_batch_get_query_execution","athena_create_named_query","athena_delete_named_query","athena_get_named_query","athena_get_query_execution","athena_get_query_results","athena_list_databases","athena_list_named_queries","athena_list_query_executions","athena_list_table_metadata","athena_start_query","athena_stop_query","attio_assert_record","attio_create_attribute","attio_create_comment","attio_create_list","attio_create_list_entry","attio_create_note","attio_create_object","attio_create_record","attio_create_task","attio_create_webhook","attio_delete_comment","attio_delete_list_entry","attio_delete_note","attio_delete_record","attio_delete_task","attio_delete_webhook","attio_get_attribute","attio_get_comment","attio_get_list","attio_get_list_entry","attio_get_member","attio_get_note","attio_get_object","attio_get_record","attio_get_task","attio_get_thread","attio_get_webhook","attio_list_attributes","attio_list_lists","attio_list_members","attio_list_notes","attio_list_objects","attio_list_records","attio_list_tasks","attio_list_threads","attio_list_webhooks","attio_query_list_entries","attio_search_records","attio_update_attribute","attio_update_list","attio_update_list_entry","attio_update_object","attio_update_record","attio_update_task","attio_update_webhook","azure_devops_add_comment","azure_devops_create_work_item","azure_devops_get_build_log","azure_devops_get_build_timeline","azure_devops_get_comments","azure_devops_get_pipeline","azure_devops_get_pipeline_run","azure_devops_get_work_item","azure_devops_get_work_items_batch","azure_devops_get_work_items_between_builds","azure_devops_list_build_logs","azure_devops_list_builds","azure_devops_list_pipeline_runs","azure_devops_list_pipelines","azure_devops_query_work_items","azure_devops_update_work_item","box_copy_file","box_create_folder","box_delete_file","box_delete_folder","box_download_file","box_get_file_info","box_list_folder_items","box_search","box_sign_cancel_request","box_sign_create_request","box_sign_get_request","box_sign_list_requests","box_sign_resend_request","box_update_file","box_upload_file","brandfetch_get_brand","brandfetch_search","brex_archive_budget","brex_create_budget","brex_create_spend_limit","brex_create_transfer","brex_create_vendor","brex_get_budget","brex_get_cash_account","brex_get_company","brex_get_current_user","brex_get_expense","brex_get_spend_limit","brex_get_transfer","brex_get_user","brex_get_vendor","brex_list_budgets","brex_list_card_accounts","brex_list_card_statements","brex_list_card_transactions","brex_list_cards","brex_list_cash_accounts","brex_list_cash_statements","brex_list_cash_transactions","brex_list_departments","brex_list_expenses","brex_list_locations","brex_list_spend_limits","brex_list_titles","brex_list_transfers","brex_list_users","brex_list_vendors","brex_match_receipt","brex_update_expense","brex_update_vendor","brex_upload_receipt","brightdata_cancel_snapshot","brightdata_discover","brightdata_download_snapshot","brightdata_scrape_dataset","brightdata_scrape_url","brightdata_serp_search","brightdata_snapshot_status","brightdata_sync_scrape","browser_use_run_task","buffer_create_idea","buffer_create_post","buffer_delete_post","buffer_edit_post","buffer_get_account","buffer_get_channels","buffer_get_idea_groups","buffer_get_ideas","buffer_get_post","buffer_get_posts","calcom_cancel_booking","calcom_confirm_booking","calcom_create_booking","calcom_create_event_type","calcom_create_schedule","calcom_decline_booking","calcom_delete_event_type","calcom_delete_schedule","calcom_get_booking","calcom_get_default_schedule","calcom_get_event_type","calcom_get_schedule","calcom_get_slots","calcom_list_bookings","calcom_list_event_types","calcom_list_schedules","calcom_reschedule_booking","calcom_update_event_type","calcom_update_schedule","calendly_cancel_event","calendly_create_webhook","calendly_delete_webhook","calendly_get_current_user","calendly_get_event_type","calendly_get_scheduled_event","calendly_list_event_invitees","calendly_list_event_types","calendly_list_scheduled_events","calendly_list_webhooks","clay_populate","clerk_add_organization_member","clerk_ban_user","clerk_create_actor_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_kernel","jupyter_list_contents","jupyter_list_kernels","jupyter_list_kernelspecs","jupyter_list_sessions","jupyter_rename_content","jupyter_restart_kernel","jupyter_start_kernel","jupyter_stop_kernel","jupyter_upload_file","kalshi_amend_order","kalshi_amend_order_v2","kalshi_cancel_order","kalshi_cancel_order_v2","kalshi_create_order","kalshi_create_order_v2","kalshi_get_balance","kalshi_get_balance_v2","kalshi_get_candlesticks","kalshi_get_candlesticks_v2","kalshi_get_event","kalshi_get_event_candlesticks","kalshi_get_event_candlesticks_v2","kalshi_get_event_v2","kalshi_get_events","kalshi_get_events_v2","kalshi_get_exchange_announcements","kalshi_get_exchange_announcements_v2","kalshi_get_exchange_schedule","kalshi_get_exchange_schedule_v2","kalshi_get_exchange_status","kalshi_get_exchange_status_v2","kalshi_get_fills","kalshi_get_fills_v2","kalshi_get_market","kalshi_get_market_v2","kalshi_get_markets","kalshi_get_markets_v2","kalshi_get_order","kalshi_get_order_v2","kalshi_get_orderbook","kalshi_get_orderbook_v2","kalshi_get_orders","kalshi_get_orders_v2","kalshi_get_positions","kalshi_get_positions_v2","kalshi_get_series_by_ticker","kalshi_get_series_by_ticker_v2","kalshi_get_series_list","kalshi_get_series_list_v2","kalshi_get_settlements","kalshi_get_settlements_v2","kalshi_get_trades","kalshi_get_trades_v2","ketch_get_consent","ketch_get_subscriptions","ketch_invoke_right","ketch_set_consent","ketch_set_subscriptions","knowledge_create_document","knowledge_delete_chunk","knowledge_delete_document","knowledge_get_connector","knowledge_get_document","knowledge_list_chunks","knowledge_list_connectors","knowledge_list_documents","knowledge_list_tags","knowledge_search","knowledge_trigger_sync","knowledge_update_chunk","knowledge_upload_chunk","knowledge_upsert_document","langsmith_create_feedback","langsmith_create_run","langsmith_create_runs_batch","langsmith_get_run","langsmith_update_run","latex_compile","latex_get_package","latex_list_fonts","latex_search_packages","launchdarkly_create_flag","launchdarkly_delete_flag","launchdarkly_get_audit_log","launchdarkly_get_flag","launchdarkly_get_flag_status","launchdarkly_list_environments","launchdarkly_list_flags","launchdarkly_list_members","launchdarkly_list_projects","launchdarkly_list_segments","launchdarkly_toggle_flag","launchdarkly_update_flag","leadmagic_company_search","leadmagic_email_to_profile","leadmagic_find_email","leadmagic_find_mobile","leadmagic_get_credits","leadmagic_profile_search","leadmagic_profile_to_email","leadmagic_role_finder","leadmagic_validate_email","lemlist_get_activities","lemlist_get_lead","lemlist_send_email","linear_add_label_to_issue","linear_add_label_to_project","linear_archive_issue","linear_archive_label","linear_archive_project","linear_create_attachment","linear_create_comment","linear_create_customer","linear_create_customer_request","linear_create_customer_status","linear_create_customer_tier","linear_create_cycle","linear_create_favorite","linear_create_issue","linear_create_issue_relation","linear_create_label","linear_create_project","linear_create_project_label","linear_create_project_milestone","linear_create_project_status","linear_create_project_update","linear_create_workflow_state","linear_delete_attachment","linear_delete_comment","linear_delete_customer","linear_delete_customer_status","linear_delete_customer_tier","linear_delete_issue","linear_delete_issue_relation","linear_delete_project","linear_delete_project_label","linear_delete_project_milestone","linear_delete_project_status","linear_get_active_cycle","linear_get_customer","linear_get_cycle","linear_get_issue","linear_get_project","linear_get_viewer","linear_list_attachments","linear_list_comments","linear_list_customer_requests","linear_list_customer_statuses","linear_list_customer_tiers","linear_list_customers","linear_list_cycles","linear_list_favorites","linear_list_issue_relations","linear_list_labels","linear_list_notifications","linear_list_project_labels","linear_list_project_milestones","linear_list_project_statuses","linear_list_project_updates","linear_list_projects","linear_list_teams","linear_list_users","linear_list_workflow_states","linear_merge_customers","linear_read_issues","linear_remove_label_from_issue","linear_remove_label_from_project","linear_search_issues","linear_unarchive_issue","linear_update_attachment","linear_update_comment","linear_update_customer","linear_update_customer_request","linear_update_customer_status","linear_update_customer_tier","linear_update_issue","linear_update_label","linear_update_notification","linear_update_project","linear_update_project_label","linear_update_project_milestone","linear_update_project_status","linear_update_workflow_state","linkedin_get_profile","linkedin_share_post","linkup_search","linq_add_participant","linq_check_imessage","linq_check_rcs","linq_create_attachment","linq_create_chat","linq_create_contact_card","linq_create_webhook_subscription","linq_delete_attachment"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square_delete_customer","square_delete_invoice","square_get_catalog_object","square_get_customer","square_get_invoice","square_get_location","square_get_order","square_get_payment","square_get_refund","square_list_catalog","square_list_customers","square_list_invoices","square_list_locations","square_list_payments","square_list_refunds","square_pay_order","square_publish_invoice","square_refund_payment","square_search_catalog_objects","square_search_customers","square_search_invoices","square_search_orders","square_update_customer","square_upsert_catalog_object","ssh_check_command_exists","ssh_check_file_exists","ssh_create_directory","ssh_delete_file","ssh_download_file","ssh_execute_command","ssh_execute_script","ssh_get_system_info","ssh_list_directory","ssh_move_rename","ssh_read_file_content","ssh_upload_file","ssh_write_file_content","stagehand_agent","stagehand_extract","stripe_cancel_payment_intent","stripe_cancel_subscription","stripe_capture_charge","stripe_capture_payment_intent","stripe_confirm_payment_intent","stripe_create_charge","stripe_create_customer","stripe_create_invoice","stripe_create_payment_intent","stripe_create_price","stripe_create_product","stripe_create_subscription","stripe_delete_customer","stripe_delete_invoice","stripe_delete_product","stripe_finalize_invoice","stripe_list_charges","stripe_list_customers","stripe_list_events","stripe_list_invoices","stripe_list_payment_intents","stripe_list_prices","stripe_list_products","stripe_list_subscriptions","stripe_pay_invoice","stripe_resume_subscription","stripe_retrieve_charge","stripe_retrieve_customer","stripe_retrieve_event","stripe_retrieve_invoice","stripe_retrieve_payment_intent","stripe_retrieve_price","stripe_retrieve_product","stripe_retrieve_subscription","stripe_search_charges","stripe_search_customers","stripe_search_invoices","stripe_search_payment_intents","stripe_search_prices","stripe_search_products","stripe_search_subscriptions","stripe_send_invoice","stripe_update_charge","stripe_update_customer","stripe_update_invoice","stripe_update_payment_intent","stripe_update_price","stripe_update_product","stripe_update_subscription","stripe_void_invoice","sts_assume_role","sts_assume_role_with_saml","sts_assume_role_with_web_identity","sts_get_access_key_info","sts_get_caller_identity","sts_get_session_token","stt_assemblyai","stt_assemblyai_v2","stt_deepgram","stt_deepgram_v2","stt_elevenlabs","stt_elevenlabs_v2","stt_gemini","stt_gemini_v2","stt_whisper","stt_whisper_v2","supabase_count","supabase_delete","supabase_get_row","supabase_insert","supabase_introspect","supabase_invoke_function","supabase_query","supabase_rpc","supabase_storage_copy","supabase_storage_create_bucket","supabase_storage_create_signed_upload_url","supabase_storage_create_signed_url","supabase_storage_delete","supabase_storage_delete_bucket","supabase_storage_download","supabase_storage_empty_bucket","supabase_storage_get_public_url","supabase_storage_list","supabase_storage_list_buckets","supabase_storage_move","supabase_storage_update_bucket","supabase_storage_upload","supabase_text_search","supabase_update","supabase_upsert","supabase_vector_search","table_batch_insert_rows","table_create","table_delete_row","table_delete_rows_by_filter","table_get_row","table_get_schema","table_insert_row","table_list","table_query_rows","table_query_rows_v2","table_update_row","table_update_rows_by_filter","table_upsert_row","tailscale_authorize_device","tailscale_create_auth_key","tailscale_delete_auth_key","tailscale_delete_device","tailscale_delete_user","tailscale_expire_device_key","tailscale_get_acl","tailscale_get_auth_key","tailscale_get_device","tailscale_get_device_routes","tailscale_get_dns_preferences","tailscale_get_dns_searchpaths","tailscale_list_auth_keys","tailscale_list_devices","tailscale_list_dns_nameservers","tailscale_list_users","tailscale_set_acl","tailscale_set_device_routes","tailscale_set_device_tags","tailscale_set_dns_nameservers","tailscale_set_dns_preferences","tailscale_set_dns_searchpaths","tailscale_suspend_user","tailscale_update_device_key","tavily_crawl","tavily_extract","tavily_map","tavily_search","telegram_copy_message","telegram_delete_message","telegram_edit_message_text","telegram_forward_message","telegram_get_chat","telegram_get_chat_member","telegram_message","telegram_pin_message","telegram_send_animation","telegram_send_audio","telegram_send_chat_action","telegram_send_contact","telegram_send_document","telegram_send_location","telegram_send_photo","telegram_send_poll","telegram_send_video","telegram_set_message_reaction","telegram_unpin_message","temporal_cancel_workflow","temporal_count_workflows","temporal_create_schedule","temporal_delete_schedule","temporal_describe_schedule","temporal_describe_task_queue","temporal_describe_workflow","temporal_get_workflow_history","temporal_list_schedules","temporal_list_workflows","temporal_pause_schedule","temporal_query_workflow","temporal_reset_workflow","temporal_signal_with_start","temporal_signal_workflow","temporal_start_workflow","temporal_terminate_workflow","temporal_trigger_schedule","temporal_unpause_schedule","temporal_update_workflow","textract_analyze_expense","textract_analyze_id","textract_parser","textract_parser_v2","thinking_tool","thrive_add_audience_managers","thrive_add_audience_members","thrive_add_user_tags","thrive_create_assignment","thrive_create_audience","thrive_create_completion","thrive_create_user","thrive_delete_assignment","thrive_delete_audience","thrive_delete_user","thrive_get_activity","thrive_get_assignment","thrive_get_audience","thrive_get_completion","thrive_get_content","thrive_get_cpd_category","thrive_get_cpd_entry","thrive_get_cpd_requirement","thrive_get_enrolment","thrive_get_skill_levels","thrive_get_tag","thrive_get_user_by_id","thrive_get_user_by_ref","thrive_list_assignments","thrive_list_audience_managers","thrive_list_audience_members","thrive_list_audiences","thrive_list_completions","thrive_list_enrolments","thrive_list_tags","thrive_query_activities","thrive_query_content","thrive_query_cpd_categories","thrive_query_cpd_entries","thrive_query_cpd_requirements","thrive_query_cpd_user_summaries","thrive_remove_audience_manager","thrive_remove_audience_member","thrive_remove_user_tags","thrive_replace_audience_managers","thrive_replace_audience_members","thrive_search_users","thrive_suspend_user","thrive_update_assignment","thrive_update_audience","thrive_update_user","thrive_update_user_skills","tiktok_get_post_status","tiktok_get_user","tiktok_list_videos","tiktok_query_videos","tiktok_upload_video_draft","tinybird_append_datasource","tinybird_delete_datasource_rows","tinybird_events","tinybird_get_job","tinybird_query","tinybird_query_pipe","tinybird_truncate_datasource","trello_add_checklist","trello_add_checklist_item","trello_add_comment","trello_add_label","trello_add_member","trello_create_board","trello_create_card","trello_create_list","trello_delete_card","trello_get_actions","trello_get_board","trello_get_card","trello_list_cards","trello_list_lists","trello_list_members","trello_remove_label","trello_remove_member","trello_search","trello_update_card","trello_update_checklist_item","trello_update_list","trigger_dev_activate_schedule","trigger_dev_add_run_tags","trigger_dev_batch_trigger_task","trigger_dev_cancel_run","trigger_dev_complete_waitpoint_token","trigger_dev_create_env_var","trigger_dev_create_schedule","trigger_dev_create_waitpoint_token","trigger_dev_deactivate_schedule","trigger_dev_delete_env_var","trigger_dev_delete_schedule","trigger_dev_execute_query","trigger_dev_get_batch","trigger_dev_get_batch_results","trigger_dev_get_deployment","trigger_dev_get_env_var","trigger_dev_get_latest_deployment","trigger_dev_get_query_schema","trigger_dev_get_queue","trigger_dev_get_run","trigger_dev_get_run_events","trigger_dev_get_run_result","trigger_dev_get_run_trace","trigger_dev_get_schedule","trigger_dev_get_waitpoint_token","trigger_dev_import_env_vars","trigger_dev_list_deployments","trigger_dev_list_env_vars","trigger_dev_list_queues","trigger_dev_list_runs","trigger_dev_list_schedules","trigger_dev_list_timezones","trigger_dev_list_waitpoint_tokens","trigger_dev_override_queue_concurrency","trigger_dev_pause_queue","trigger_dev_promote_deployment","trigger_dev_replay_run","trigger_dev_reschedule_run","trigger_dev_reset_queue_concurrency","trigger_dev_resume_queue","trigger_dev_trigger_task","trigger_dev_update_env_var","trigger_dev_update_run_metadata","trigger_dev_update_schedule","tts_azure","tts_cartesia","tts_deepgram","tts_elevenlabs","tts_google","tts_openai","tts_playht","twilio_send_sms","twilio_voice_get_recording","twilio_voice_list_calls","twilio_voice_make_call","typeform_create_form","typeform_delete_form","typeform_files","typeform_get_form","typeform_insights","typeform_list_forms","typeform_responses","typeform_update_form","upstash_redis_command","upstash_redis_delete","upstash_redis_exists","upstash_redis_expire","upstash_redis_get","upstash_redis_hget","upstash_redis_hgetall","upstash_redis_hset","upstash_redis_incr","upstash_redis_incrby","upstash_redis_keys","upstash_redis_lpush","upstash_redis_lrange","upstash_redis_set","upstash_redis_setnx","upstash_redis_ttl","uptimerobot_create_alert_contact","uptimerobot_create_maintenance_window","uptimerobot_create_monitor","uptimerobot_create_psp","uptimerobot_delete_alert_contact","uptimerobot_delete_maintenance_window","uptimerobot_delete_monitor","uptimerobot_delete_psp","uptimerobot_get_account","uptimerobot_get_alert_contact","uptimerobot_get_incident","uptimerobot_get_maintenance_window","uptimerobot_get_monitor","uptimerobot_get_psp","uptimerobot_list_alert_contacts","uptimerobot_list_incidents","uptimerobot_list_maintenance_windows","uptimerobot_list_monitors","uptimerobot_list_psps","uptimerobot_pause_monitor","uptimerobot_start_monitor","uptimerobot_update_maintenance_window","uptimerobot_update_monitor","uptimerobot_update_psp","vanta_download_document_file","vanta_get_control","vanta_get_document","vanta_get_framework","vanta_get_person","vanta_get_policy","vanta_get_risk_scenario","vanta_get_test","vanta_get_vendor","vanta_get_vulnerable_asset","vanta_list_control_documents","vanta_list_control_tests","vanta_list_controls","vanta_list_document_uploads","vanta_list_documents","vanta_list_framework_controls","vanta_list_frameworks","vanta_list_monitored_computers","vanta_list_people","vanta_list_policies","vanta_list_risk_scenarios","vanta_list_test_entities","vanta_list_tests","vanta_list_vendors","vanta_list_vulnerabilities","vanta_list_vulnerability_remediations","vanta_list_vulnerable_assets","vanta_submit_document","vanta_upload_document_file","vercel_add_domain","vercel_add_project_domain","vercel_cancel_deployment","vercel_create_alias","vercel_create_check","vercel_create_deployment","vercel_create_dns_record","vercel_create_edge_config","vercel_create_env_var","vercel_create_project","vercel_create_webhook","vercel_delete_alias","vercel_delete_deployment","vercel_delete_dns_record","vercel_delete_domain","vercel_delete_edge_config","vercel_delete_env_var","vercel_delete_project","vercel_delete_webhook","vercel_get_alias","vercel_get_check","vercel_get_deployment","vercel_get_deployment_events","vercel_get_domain","vercel_get_domain_config","vercel_get_edge_config","vercel_get_edge_config_items","vercel_get_env_vars","vercel_get_project","vercel_get_team","vercel_get_user","vercel_get_webhook","vercel_list_aliases","vercel_list_checks","vercel_list_deployment_files","vercel_list_deployments","vercel_list_dns_records","vercel_list_domains","vercel_list_edge_configs","vercel_list_project_domains","vercel_list_projects","vercel_list_team_members","vercel_list_teams","vercel_list_webhooks","vercel_pause_project","vercel_promote_deployment","vercel_remove_project_domain","vercel_rerequest_check","vercel_unpause_project","vercel_update_check","vercel_update_dns_record","vercel_update_edge_config_items","vercel_update_env_var","vercel_update_project","vercel_update_project_domain","vercel_verify_project_domain","video_falai","video_luma","video_minimax","video_runway","video_veo","vision_tool","vision_tool_v2","wealthbox_read_contact","wealthbox_read_note","wealthbox_read_task","wealthbox_write_contact","wealthbox_write_note","wealthbox_write_task","webflow_create_item","webflow_delete_item","webflow_get_item","webflow_list_items","webflow_update_item","webhook_request","whatsapp_get_media","whatsapp_mark_read","whatsapp_send_interactive","whatsapp_send_media","whatsapp_send_message","whatsapp_send_reaction","whatsapp_send_template","whatsapp_upload_media","wikipedia_content","wikipedia_random","wikipedia_search","wikipedia_summary","wiza_company_enrichment","wiza_get_credits","wiza_individual_reveal","wiza_prospect_search","wordpress_create_category","wordpress_create_comment","wordpress_create_page","wordpress_create_post","wordpress_create_tag","wordpress_delete_category","wordpress_delete_comment","wordpress_delete_media","wordpress_delete_page","wordpress_delete_post","wordpress_delete_tag","wordpress_get_category","wordpress_get_current_user","wordpress_get_media","wordpress_get_page","wordpress_get_post","wordpress_get_tag","wordpress_get_user","wordpress_list_categories","wordpress_list_comments","wordpress_list_media","wordpress_list_pages","wordpress_list_posts","wordpress_list_tags","wordpress_list_users","wordpress_search_content","wordpress_update_category","wordpress_update_comment","wordpress_update_page","wordpress_update_post","wordpress_update_tag","wordpress_upload_media","workday_assign_onboarding","workday_change_job","workday_create_prehire","workday_get_compensation","workday_get_organizations","workday_get_worker","workday_hire_employee","workday_list_workers","workday_terminate_worker","workday_update_worker","workflow_executor","x_create_bookmark","x_create_tweet","x_delete_bookmark","x_delete_tweet","x_get_blocking","x_get_bookmarks","x_get_followers","x_get_following","x_get_liked_tweets","x_get_liking_users","x_get_me","x_get_personalized_trends","x_get_quote_tweets","x_get_retweeted_by","x_get_trends_by_woeid","x_get_tweets_by_ids","x_get_usage","x_get_user_mentions","x_get_user_timeline","x_get_user_tweets","x_hide_reply","x_manage_block","x_manage_follow","x_manage_like","x_manage_mute","x_manage_retweet","x_read","x_search","x_search_tweets","x_search_users","x_user","x_write","youtube_channel_info","youtube_channel_playlists","youtube_channel_videos","youtube_comments","youtube_playlist_items","youtube_search","youtube_trending","youtube_video_categories","youtube_video_details","zendesk_autocomplete_organizations","zendesk_create_organization","zendesk_create_organizations_bulk","zendesk_create_ticket","zendesk_create_tickets_bulk","zendesk_create_user","zendesk_create_users_bulk","zendesk_delete_organization","zendesk_delete_ticket","zendesk_delete_user","zendesk_get_current_user","zendesk_get_organization","zendesk_get_organizations","zendesk_get_ticket","zendesk_get_tickets","zendesk_get_user","zendesk_get_users","zendesk_merge_tickets","zendesk_search","zendesk_search_count","zendesk_search_users","zendesk_update_organization","zendesk_update_ticket","zendesk_update_tickets_bulk","zendesk_update_user","zendesk_update_users_bulk","zep_add_messages","zep_add_user","zep_create_thread","zep_delete_thread","zep_get_context","zep_get_messages","zep_get_threads","zep_get_user","zep_get_user_threads","zerobounce_get_credits","zerobounce_verify_email","zoho_desk_add_comment","zoho_desk_get_attachment","zoho_desk_get_contact","zoho_desk_get_thread","zoho_desk_get_ticket","zoho_desk_list_comments","zoho_desk_list_organizations","zoho_desk_list_threads","zoho_desk_list_tickets","zoho_desk_update_ticket","zoom_create_meeting","zoom_delete_meeting","zoom_delete_recording","zoom_get_meeting","zoom_get_meeting_invitation","zoom_get_meeting_recordings","zoom_list_meetings","zoom_list_past_participants","zoom_list_recordings","zoom_update_meeting","zoominfo_enrich_companies","zoominfo_enrich_contacts","zoominfo_search_companies","zoominfo_search_contacts","zoominfo_search_intent","zoominfo_search_news"]'
 )
 
 export default toolIds
diff --git a/apps/sim/tools/generated/tool-metadata.ts b/apps/sim/tools/generated/tool-metadata.ts
index b87f67a6d14..a5c4970d060 100644
--- a/apps/sim/tools/generated/tool-metadata.ts
+++ b/apps/sim/tools/generated/tool-metadata.ts
@@ -3,7 +3,7 @@
 
 /** Serializable metadata for every built-in tool, keyed by tool id. */
 const toolMetadata: Record<string, unknown> = JSON.parse(
-  '{"a2a_cancel_task":{"id":"a2a_cancel_task","name":"A2A Cancel Task","description":"Request cancellation of an in-progress A2A task.","version":"1.0.0","params":{"agentUrl":{"type":"string","required":true,"visibility":"user-only","description":"The A2A agent endpoint URL"},"taskId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The task ID to cancel"},"apiKey":{"type":"string","required":false,"visibility":"user-only","description":"API key for authentication (if required)"}}},"a2a_get_agent_card":{"id":"a2a_get_agent_card","name":"A2A Get Agent Card","description":"Fetch the Agent Card (discovery document) for an external A2A agent.","version":"1.0.0","params":{"agentUrl":{"type":"string","required":true,"visibility":"user-only","description":"The A2A agent endpoint URL"},"apiKey":{"type":"string","required":false,"visibility":"user-only","description":"API key for authentication (if required)"}}},"a2a_get_task":{"id":"a2a_get_task","name":"A2A Get Task","description":"Retrieve the current state and result of an A2A task.","version":"1.0.0","params":{"agentUrl":{"type":"string","required":true,"visibility":"user-only","description":"The A2A agent endpoint URL"},"taskId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The task ID to retrieve"},"historyLength":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of history messages to include"},"apiKey":{"type":"string","required":false,"visibility":"user-only","description":"API key for authentication (if required)"}}},"a2a_send_message":{"id":"a2a_send_message","name":"A2A Send Message","description":"Send a message to an external A2A agent and return its response.","version":"1.0.0","params":{"agentUrl":{"type":"string","required":true,"visibility":"user-only","description":"The A2A agent endpoint URL"},"message":{"type":"string","required":true,"visibility":"user-or-llm","description":"The message text to send"},"data":{"type":"json","required":false,"visibility":"user-or-llm","description":"Optional structured JSON data to attach"},"files":{"type":"json","required":false,"visibility":"user-or-llm","description":"Optional files to attach"},"taskId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Existing task ID to continue"},"contextId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Conversation context ID to continue"},"apiKey":{"type":"string","required":false,"visibility":"user-only","description":"API key for authentication (if required)"}}},"agentmail_create_draft":{"id":"agentmail_create_draft","name":"Create Draft","description":"Create a new email draft in AgentMail","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"AgentMail API key"},"inboxId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the inbox to create the draft in"},"to":{"type":"string","required":false,"visibility":"user-or-llm","description":"Recipient email addresses (comma-separated)"},"subject":{"type":"string","required":false,"visibility":"user-or-llm","description":"Draft subject line"},"text":{"type":"string","required":false,"visibility":"user-or-llm","description":"Plain text draft body"},"html":{"type":"string","required":false,"visibility":"user-or-llm","description":"HTML draft body"},"cc":{"type":"string","required":false,"visibility":"user-or-llm","description":"CC recipient email addresses (comma-separated)"},"bcc":{"type":"string","required":false,"visibility":"user-or-llm","description":"BCC recipient email addresses (comma-separated)"},"inReplyTo":{"type":"string","required":false,"visibility":"user-or-llm","description":"ID of message being replied to"},"sendAt":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO 8601 timestamp to schedule sending"}}},"agentmail_create_inbox":{"id":"agentmail_create_inbox","name":"Create Inbox","description":"Create a new email inbox with AgentMail","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"AgentMail API key"},"username":{"type":"string","required":false,"visibility":"user-or-llm","description":"Username for the inbox email address"},"domain":{"type":"string","required":false,"visibility":"user-or-llm","description":"Domain for the inbox email address"},"displayName":{"type":"string","required":false,"visibility":"user-or-llm","description":"Display name for the inbox"}}},"agentmail_delete_draft":{"id":"agentmail_delete_draft","name":"Delete Draft","description":"Delete an email draft in AgentMail","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"AgentMail API key"},"inboxId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the inbox containing the draft"},"draftId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the draft to delete"}}},"agentmail_delete_inbox":{"id":"agentmail_delete_inbox","name":"Delete Inbox","description":"Delete an email inbox in AgentMail","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"AgentMail API key"},"inboxId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the inbox to delete"}}},"agentmail_delete_thread":{"id":"agentmail_delete_thread","name":"Delete Thread","description":"Delete an email thread in AgentMail (moves to trash, or permanently deletes if already in trash)","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"AgentMail API key"},"inboxId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the inbox containing the thread"},"threadId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the thread to delete"},"permanent":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Force permanent deletion instead of moving to trash"}}},"agentmail_forward_message":{"id":"agentmail_forward_message","name":"Forward Message","description":"Forward an email message to new recipients in AgentMail","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"AgentMail API key"},"inboxId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the inbox containing the message"},"messageId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the message to forward"},"to":{"type":"string","required":true,"visibility":"user-or-llm","description":"Recipient email addresses (comma-separated)"},"subject":{"type":"string","required":false,"visibility":"user-or-llm","description":"Override subject line"},"text":{"type":"string","required":false,"visibility":"user-or-llm","description":"Additional plain text to prepend"},"html":{"type":"string","required":false,"visibility":"user-or-llm","description":"Additional HTML to prepend"},"cc":{"type":"string","required":false,"visibility":"user-or-llm","description":"CC recipient email addresses (comma-separated)"},"bcc":{"type":"string","required":false,"visibility":"user-or-llm","description":"BCC recipient email addresses (comma-separated)"}}},"agentmail_get_draft":{"id":"agentmail_get_draft","name":"Get Draft","description":"Get details of a specific email draft in AgentMail","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"AgentMail API key"},"inboxId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the inbox the draft belongs to"},"draftId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the draft to retrieve"}}},"agentmail_get_inbox":{"id":"agentmail_get_inbox","name":"Get Inbox","description":"Get details of a specific email inbox in AgentMail","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"AgentMail API key"},"inboxId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the inbox to retrieve"}}},"agentmail_get_message":{"id":"agentmail_get_message","name":"Get Message","description":"Get details of a specific email message in AgentMail","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"AgentMail API key"},"inboxId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the inbox containing the message"},"messageId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the message to retrieve"}}},"agentmail_get_thread":{"id":"agentmail_get_thread","name":"Get Thread","description":"Get details of a specific email thread including messages in AgentMail","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"AgentMail API key"},"inboxId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the inbox containing the thread"},"threadId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the thread to retrieve"}}},"agentmail_list_drafts":{"id":"agentmail_list_drafts","name":"List Drafts","description":"List email drafts in an inbox in AgentMail","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"AgentMail API 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table.","version":"1.0.0","params":{"instanceUrl":{"type":"string","required":true,"visibility":"user-only","description":"Agiloft instance URL (e.g., https://mycompany.agiloft.com)"},"knowledgeBase":{"type":"string","required":true,"visibility":"user-only","description":"Knowledge base name"},"login":{"type":"string","required":true,"visibility":"user-only","description":"Agiloft username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"Agiloft password"},"table":{"type":"string","required":true,"visibility":"user-or-llm","description":"Table name (e.g., \\"contracts\\", \\"contacts.employees\\")"},"recordId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the record to read"},"fields":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of field names to include in the response"}}},"agiloft_remove_attachment":{"id":"agiloft_remove_attachment","name":"Agiloft Remove Attachment","description":"Remove an attached file from a field in an Agiloft record.","version":"1.0.0","params":{"instanceUrl":{"type":"string","required":true,"visibility":"user-only","description":"Agiloft instance URL (e.g., https://mycompany.agiloft.com)"},"knowledgeBase":{"type":"string","required":true,"visibility":"user-only","description":"Knowledge base name"},"login":{"type":"string","required":true,"visibility":"user-only","description":"Agiloft username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"Agiloft password"},"table":{"type":"string","required":true,"visibility":"user-or-llm","description":"Table name (e.g., \\"contracts\\")"},"recordId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the record containing the attachment"},"fieldName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name of the attachment field"},"position":{"type":"string","required":true,"visibility":"user-or-llm","description":"Position index of the file to remove (starting from 0)"}}},"agiloft_retrieve_attachment":{"id":"agiloft_retrieve_attachment","name":"Agiloft Retrieve Attachment","description":"Download an attached file from an Agiloft record field.","version":"1.0.0","params":{"instanceUrl":{"type":"string","required":true,"visibility":"user-only","description":"Agiloft instance URL (e.g., https://mycompany.agiloft.com)"},"knowledgeBase":{"type":"string","required":true,"visibility":"user-only","description":"Knowledge base name"},"login":{"type":"string","required":true,"visibility":"user-only","description":"Agiloft username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"Agiloft password"},"table":{"type":"string","required":true,"visibility":"user-or-llm","description":"Table name (e.g., \\"contracts\\")"},"recordId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the record containing the attachment"},"fieldName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name of the attachment field"},"position":{"type":"string","required":true,"visibility":"user-or-llm","description":"Position index of the file in the field (starting from 0)"}}},"agiloft_saved_search":{"id":"agiloft_saved_search","name":"Agiloft Saved Search","description":"List saved searches defined for an Agiloft table.","version":"1.0.0","params":{"instanceUrl":{"type":"string","required":true,"visibility":"user-only","description":"Agiloft instance URL (e.g., https://mycompany.agiloft.com)"},"knowledgeBase":{"type":"string","required":true,"visibility":"user-only","description":"Knowledge base name"},"login":{"type":"string","required":true,"visibility":"user-only","description":"Agiloft username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"Agiloft password"},"table":{"type":"string","required":true,"visibility":"user-or-llm","description":"Table name to list saved searches for (e.g., \\"contracts\\")"}}},"agiloft_search_records":{"id":"agiloft_search_records","name":"Agiloft Search Records","description":"Search for records in an Agiloft table using a query.","version":"1.0.0","params":{"instanceUrl":{"type":"string","required":true,"visibility":"user-only","description":"Agiloft instance URL (e.g., https://mycompany.agiloft.com)"},"knowledgeBase":{"type":"string","required":true,"visibility":"user-only","description":"Knowledge base name"},"login":{"type":"string","required":true,"visibility":"user-only","description":"Agiloft username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"Agiloft password"},"table":{"type":"string","required":true,"visibility":"user-or-llm","description":"Table name to search in (e.g., \\"contracts\\", \\"contacts.employees\\")"},"query":{"type":"string","required":true,"visibility":"user-or-llm","description":"Search query using Agiloft query syntax (e.g., \\"status=\'Active\'\\" or \\"company_name~=\'Acme\'\\")"},"fields":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of field names to include in the results"},"page":{"type":"string","required":false,"visibility":"user-or-llm","description":"Page number for paginated results (starting from 0)"},"limit":{"type":"string","required":false,"visibility":"user-or-llm","description":"Maximum number of records to return per page"}}},"agiloft_select_records":{"id":"agiloft_select_records","name":"Agiloft Select Records","description":"Select record IDs matching a SQL WHERE clause from an Agiloft table.","version":"1.0.0","params":{"instanceUrl":{"type":"string","required":true,"visibility":"user-only","description":"Agiloft instance URL (e.g., https://mycompany.agiloft.com)"},"knowledgeBase":{"type":"string","required":true,"visibility":"user-only","description":"Knowledge base name"},"login":{"type":"string","required":true,"visibility":"user-only","description":"Agiloft username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"Agiloft password"},"table":{"type":"string","required":true,"visibility":"user-or-llm","description":"Table name (e.g., \\"contracts\\", \\"contacts.employees\\")"},"where":{"type":"string","required":true,"visibility":"user-or-llm","description":"SQL WHERE clause using database column names (e.g., \\"summary like \'%new%\'\\" or \\"assigned_person=\'John Doe\'\\")"}}},"agiloft_update_record":{"id":"agiloft_update_record","name":"Agiloft Update Record","description":"Update an existing record in an Agiloft table.","version":"1.0.0","params":{"instanceUrl":{"type":"string","required":true,"visibility":"user-only","description":"Agiloft instance URL (e.g., https://mycompany.agiloft.com)"},"knowledgeBase":{"type":"string","required":true,"visibility":"user-only","description":"Knowledge base name"},"login":{"type":"string","required":true,"visibility":"user-only","description":"Agiloft username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"Agiloft password"},"table":{"type":"string","required":true,"visibility":"user-or-llm","description":"Table name (e.g., \\"contracts\\", \\"contacts.employees\\")"},"recordId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the record to update"},"data":{"type":"string","required":true,"visibility":"user-or-llm","description":"Updated field values as a JSON object (e.g., {\\"status\\": \\"Active\\", \\"priority\\": \\"High\\"})"}}},"ahrefs_anchors":{"id":"ahrefs_anchors","name":"Ahrefs Anchors","description":"Get the anchor text distribution for a target domain or URL\'s backlinks, showing how many links and referring domains use each anchor text.","version":"1.0.0","params":{"target":{"type":"string","required":true,"visibility":"user-or-llm","description":"The target domain or URL to analyze. Example: \\"example.com\\" or \\"https://example.com/page\\""},"mode":{"type":"string","required":false,"visibility":"user-or-llm","description":"Analysis mode: domain (entire domain), prefix (URL prefix), subdomains (include all subdomains, default), exact (exact URL match)"},"history":{"type":"string","required":false,"visibility":"user-or-llm","description":"Historical scope: \\"live\\" (currently live), \\"all_time\\" (default, includes lost backlinks), or \\"since:YYYY-MM-DD\\" (backlinks found since a date)"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of results to return. Example: 50 (default: 1000)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Ahrefs API Key"}}},"ahrefs_backlinks":{"id":"ahrefs_backlinks","name":"Ahrefs Backlinks","description":"Get a list of backlinks pointing to a target domain or URL. Returns details about each backlink including source URL, anchor text, and domain rating.","version":"1.0.0","params":{"target":{"type":"string","required":true,"visibility":"user-or-llm","description":"The target domain or URL to analyze. Example: \\"example.com\\" or \\"https://example.com/page\\""},"mode":{"type":"string","required":false,"visibility":"user-or-llm","description":"Analysis mode: domain (entire domain), prefix (URL prefix), subdomains (include all subdomains, default), exact (exact URL match). Example: \\"domain\\""},"history":{"type":"string","required":false,"visibility":"user-or-llm","description":"Historical scope: \\"live\\" (currently live backlinks), \\"all_time\\" (default, includes lost backlinks), or \\"since:YYYY-MM-DD\\" (backlinks found since a date)."},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of results to return. Example: 50 (default: 1000)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Ahrefs API Key"}}},"ahrefs_backlinks_stats":{"id":"ahrefs_backlinks_stats","name":"Ahrefs Backlinks Stats","description":"Get backlink and referring domain totals for a target domain or URL, both currently live and across all time.","version":"1.0.0","params":{"target":{"type":"string","required":true,"visibility":"user-or-llm","description":"The target domain or URL to analyze. Example: \\"example.com\\" or \\"https://example.com/page\\""},"mode":{"type":"string","required":false,"visibility":"user-or-llm","description":"Analysis mode: domain (entire domain), prefix (URL prefix), subdomains (include all subdomains, default), exact (exact URL match). Example: \\"domain\\""},"date":{"type":"string","required":false,"visibility":"user-only","description":"Date to report metrics on, in YYYY-MM-DD format (defaults to today)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Ahrefs API Key"}}},"ahrefs_batch_analysis":{"id":"ahrefs_batch_analysis","name":"Ahrefs Batch Analysis","description":"Get bulk SEO metrics (Domain Rating, backlinks, referring domains, organic traffic, and more) for multiple domains or URLs in a single request. Useful for comparing many competitors at once.","version":"1.0.0","params":{"targets":{"type":"string","required":true,"visibility":"user-or-llm","description":"Comma-separated list of domains or URLs to analyze. Example: \\"example.com,competitor.com\\""},"mode":{"type":"string","required":false,"visibility":"user-or-llm","description":"Analysis mode applied to every target: domain (entire domain), prefix (URL prefix), subdomains (include all subdomains, default), exact (exact URL match)"},"protocol":{"type":"string","required":false,"visibility":"user-or-llm","description":"Protocol applied to every target: \\"both\\" (default), \\"http\\", or \\"https\\""},"country":{"type":"string","required":false,"visibility":"user-or-llm","description":"Country code for traffic data. Example: \\"us\\", \\"gb\\", \\"de\\" (default: \\"us\\")"},"volumeMode":{"type":"string","required":false,"visibility":"user-or-llm","description":"Search volume calculation: \\"monthly\\" or \\"average\\" (default: \\"monthly\\")"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Ahrefs API Key"}}},"ahrefs_broken_backlinks":{"id":"ahrefs_broken_backlinks","name":"Ahrefs Broken Backlinks","description":"Get a list of broken backlinks pointing to a target domain or URL. Useful for identifying link reclamation opportunities.","version":"1.0.0","params":{"target":{"type":"string","required":true,"visibility":"user-or-llm","description":"The target domain or URL to analyze. Example: \\"example.com\\" or \\"https://example.com/page\\""},"mode":{"type":"string","required":false,"visibility":"user-or-llm","description":"Analysis mode: domain (entire domain), prefix (URL prefix), subdomains (include all subdomains, default), exact (exact URL match). Example: \\"domain\\""},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of results to return. Example: 50 (default: 1000)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Ahrefs API Key"}}},"ahrefs_domain_rating":{"id":"ahrefs_domain_rating","name":"Ahrefs Domain Rating","description":"Get the Domain Rating (DR) and Ahrefs Rank for a target domain. Domain Rating shows the strength of a website\'s backlink profile on a scale from 0 to 100.","version":"1.0.0","params":{"target":{"type":"string","required":true,"visibility":"user-or-llm","description":"The target domain to analyze (e.g., example.com)"},"date":{"type":"string","required":false,"visibility":"user-only","description":"Date for historical data in YYYY-MM-DD format (defaults to today)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Ahrefs API Key"}}},"ahrefs_domain_rating_history":{"id":"ahrefs_domain_rating_history","name":"Ahrefs Domain Rating History","description":"Get the historical Domain Rating (DR) trend for a target domain or URL over a date range, grouped daily, weekly, or monthly.","version":"1.0.0","params":{"target":{"type":"string","required":true,"visibility":"user-or-llm","description":"The target domain or URL to analyze. Example: \\"example.com\\""},"dateFrom":{"type":"string","required":true,"visibility":"user-only","description":"Start date of the historical period, in YYYY-MM-DD format"},"dateTo":{"type":"string","required":false,"visibility":"user-only","description":"End date of the historical period, in YYYY-MM-DD format (defaults to today)"},"historyGrouping":{"type":"string","required":false,"visibility":"user-or-llm","description":"Time interval for grouping data points: \\"daily\\", \\"weekly\\", or \\"monthly\\" (default: \\"monthly\\")"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Ahrefs API Key"}}},"ahrefs_keyword_overview":{"id":"ahrefs_keyword_overview","name":"Ahrefs Keyword Overview","description":"Get detailed metrics for a keyword including search volume, keyword difficulty, CPC, clicks, and traffic potential.","version":"1.0.0","params":{"keyword":{"type":"string","required":true,"visibility":"user-or-llm","description":"The keyword to analyze"},"country":{"type":"string","required":false,"visibility":"user-or-llm","description":"Country code for keyword data. Example: \\"us\\", \\"gb\\", \\"de\\" (default: \\"us\\")"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Ahrefs API Key"}}},"ahrefs_keywords_history":{"id":"ahrefs_keywords_history","name":"Ahrefs Keywords History","description":"Get the historical organic keyword ranking distribution for a target domain or URL over a date range: how many keywords rank in each position bucket at each point in time.","version":"1.0.0","params":{"target":{"type":"string","required":true,"visibility":"user-or-llm","description":"The target domain or URL to analyze. Example: \\"example.com\\""},"dateFrom":{"type":"string","required":true,"visibility":"user-only","description":"Start date of the historical period, in YYYY-MM-DD format"},"dateTo":{"type":"string","required":false,"visibility":"user-only","description":"End date of the historical period, in YYYY-MM-DD format (defaults to today)"},"historyGrouping":{"type":"string","required":false,"visibility":"user-or-llm","description":"Time interval for grouping data points: \\"daily\\", \\"weekly\\", or \\"monthly\\" (default: \\"monthly\\")"},"country":{"type":"string","required":false,"visibility":"user-or-llm","description":"Country code for search results. Example: \\"us\\", \\"gb\\", \\"de\\" (default: \\"us\\")"},"mode":{"type":"string","required":false,"visibility":"user-or-llm","description":"Analysis mode: domain (entire domain), prefix (URL prefix), subdomains (include all subdomains, default), exact (exact URL match)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Ahrefs API Key"}}},"ahrefs_metrics":{"id":"ahrefs_metrics","name":"Ahrefs Metrics","description":"Get a one-call organic and paid search overview for a target domain or URL: organic traffic, organic keywords, paid traffic, paid keywords, and estimated traffic cost.","version":"1.0.0","params":{"target":{"type":"string","required":true,"visibility":"user-or-llm","description":"The target domain or URL to analyze. Example: \\"example.com\\""},"country":{"type":"string","required":false,"visibility":"user-or-llm","description":"Country code for traffic data. Example: \\"us\\", \\"gb\\", \\"de\\""},"mode":{"type":"string","required":false,"visibility":"user-or-llm","description":"Analysis mode: domain (entire domain), prefix (URL prefix), subdomains (include all subdomains, default), exact (exact URL match). Example: \\"domain\\""},"date":{"type":"string","required":false,"visibility":"user-only","description":"Date to report metrics on, in YYYY-MM-DD format (defaults to today)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Ahrefs API Key"}}},"ahrefs_metrics_history":{"id":"ahrefs_metrics_history","name":"Ahrefs Metrics History","description":"Get the historical organic and paid traffic trend for a target domain or URL over a date range: organic traffic/cost and paid traffic/cost at each point in time.","version":"1.0.0","params":{"target":{"type":"string","required":true,"visibility":"user-or-llm","description":"The target domain or URL to analyze. Example: \\"example.com\\""},"dateFrom":{"type":"string","required":true,"visibility":"user-only","description":"Start date of the historical period, in YYYY-MM-DD format"},"dateTo":{"type":"string","required":false,"visibility":"user-only","description":"End date of the historical period, in YYYY-MM-DD format (defaults to today)"},"volumeMode":{"type":"string","required":false,"visibility":"user-or-llm","description":"Search volume calculation: \\"monthly\\" or \\"average\\" (default: \\"monthly\\")"},"historyGrouping":{"type":"string","required":false,"visibility":"user-or-llm","description":"Time interval for grouping data points: \\"daily\\", \\"weekly\\", or \\"monthly\\" (default: \\"monthly\\")"},"country":{"type":"string","required":false,"visibility":"user-or-llm","description":"Country code for traffic data. Example: \\"us\\", \\"gb\\", \\"de\\" (default: \\"us\\")"},"mode":{"type":"string","required":false,"visibility":"user-or-llm","description":"Analysis mode: domain (entire domain), prefix (URL prefix), subdomains (include all subdomains, default), exact (exact URL match)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Ahrefs API Key"}}},"ahrefs_organic_competitors":{"id":"ahrefs_organic_competitors","name":"Ahrefs Organic Competitors","description":"Get domains that compete with a target domain or URL for the same organic keywords, ranked by keyword overlap.","version":"1.0.0","params":{"target":{"type":"string","required":true,"visibility":"user-or-llm","description":"The target domain or URL to analyze. Example: \\"example.com\\""},"country":{"type":"string","required":false,"visibility":"user-or-llm","description":"Country code for search results. Example: \\"us\\", \\"gb\\", \\"de\\" (default: \\"us\\")"},"mode":{"type":"string","required":false,"visibility":"user-or-llm","description":"Analysis mode: domain (entire domain), prefix (URL prefix), subdomains (include all subdomains, default), exact (exact URL match). Example: \\"domain\\""},"date":{"type":"string","required":false,"visibility":"user-only","description":"Date to report metrics on, in YYYY-MM-DD format (defaults to today)"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of results to return. Example: 50 (default: 1000)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Ahrefs API Key"}}},"ahrefs_organic_keywords":{"id":"ahrefs_organic_keywords","name":"Ahrefs Organic Keywords","description":"Get organic keywords that a target domain or URL ranks for in Google search results. Returns keyword details including search volume, ranking position, and estimated traffic.","version":"1.0.0","params":{"target":{"type":"string","required":true,"visibility":"user-or-llm","description":"The target domain or URL to analyze. Example: \\"example.com\\" or \\"https://example.com/page\\""},"country":{"type":"string","required":false,"visibility":"user-or-llm","description":"Country code for search results. Example: \\"us\\", \\"gb\\", \\"de\\" (default: \\"us\\")"},"mode":{"type":"string","required":false,"visibility":"user-or-llm","description":"Analysis mode: domain (entire domain), prefix (URL prefix), subdomains (include all subdomains, default), exact (exact URL match). Example: \\"domain\\""},"date":{"type":"string","required":false,"visibility":"user-only","description":"Date to report metrics on, in YYYY-MM-DD format (defaults to today)"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of results to return. Example: 50 (default: 1000)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Ahrefs API Key"}}},"ahrefs_paid_pages":{"id":"ahrefs_paid_pages","name":"Ahrefs Paid Pages","description":"Get a target domain\'s pages that receive paid search traffic, sorted by estimated paid traffic. Returns page URLs with their paid traffic, keyword counts, and estimated spend.","version":"1.0.0","params":{"target":{"type":"string","required":true,"visibility":"user-or-llm","description":"The target domain or URL to analyze. Example: \\"example.com\\""},"country":{"type":"string","required":false,"visibility":"user-or-llm","description":"Country code for traffic data. Example: \\"us\\", \\"gb\\", \\"de\\" (default: \\"us\\")"},"mode":{"type":"string","required":false,"visibility":"user-or-llm","description":"Analysis mode: domain (entire domain), prefix (URL prefix), subdomains (include all subdomains, default), exact (exact URL match)"},"date":{"type":"string","required":false,"visibility":"user-only","description":"Date to report metrics on, in YYYY-MM-DD format (defaults to today)"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of results to return. Example: 50 (default: 1000)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Ahrefs API Key"}}},"ahrefs_rank_tracker_competitors_overview":{"id":"ahrefs_rank_tracker_competitors_overview","name":"Ahrefs Rank Tracker Competitors Overview","description":"Get competitor rankings for the keywords tracked in an Ahrefs Rank Tracker project: each tracked keyword\'s volume and difficulty alongside every competitor\'s position, traffic, and traffic value. This endpoint is free and does not consume API units.","version":"1.0.0","params":{"projectId":{"type":"number","required":true,"visibility":"user-or-llm","description":"The Rank Tracker project ID (found in the project URL in Ahrefs)"},"date":{"type":"string","required":true,"visibility":"user-only","description":"Date to report rankings for, in YYYY-MM-DD format"},"device":{"type":"string","required":true,"visibility":"user-or-llm","description":"Rankings device type: \\"desktop\\" or \\"mobile\\""},"dateCompared":{"type":"string","required":false,"visibility":"user-only","description":"Comparison date in YYYY-MM-DD format, to compute position/traffic deltas"},"volumeMode":{"type":"string","required":false,"visibility":"user-or-llm","description":"Search volume calculation: \\"monthly\\" or \\"average\\" (default: \\"monthly\\")"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of results to return. Example: 50 (default: 1000)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Ahrefs API Key"}}},"ahrefs_rank_tracker_competitors_stats":{"id":"ahrefs_rank_tracker_competitors_stats","name":"Ahrefs Rank Tracker Competitors Stats","description":"Get aggregate competitor stats for an Ahrefs Rank Tracker project: each competitor\'s traffic, traffic value, average position, and share of voice across all tracked keywords. This endpoint is free and does not consume API units.","version":"1.0.0","params":{"projectId":{"type":"number","required":true,"visibility":"user-or-llm","description":"The Rank Tracker project ID (found in the project URL in Ahrefs)"},"date":{"type":"string","required":true,"visibility":"user-only","description":"Date to report metrics for, in YYYY-MM-DD format"},"device":{"type":"string","required":true,"visibility":"user-or-llm","description":"Rankings device type: \\"desktop\\" or \\"mobile\\""},"volumeMode":{"type":"string","required":false,"visibility":"user-or-llm","description":"Search volume calculation: \\"monthly\\" or \\"average\\" (default: \\"monthly\\")"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Ahrefs API Key"}}},"ahrefs_rank_tracker_overview":{"id":"ahrefs_rank_tracker_overview","name":"Ahrefs Rank Tracker Overview","description":"Get ranking overview metrics for the keywords tracked in an Ahrefs Rank Tracker project: position, search volume, keyword difficulty, and estimated traffic. This endpoint is free and does not consume API units.","version":"1.0.0","params":{"projectId":{"type":"number","required":true,"visibility":"user-or-llm","description":"The Rank Tracker project ID (found in the project URL in Ahrefs)"},"date":{"type":"string","required":true,"visibility":"user-only","description":"Date to report rankings for, in YYYY-MM-DD format"},"device":{"type":"string","required":true,"visibility":"user-or-llm","description":"Rankings device type: \\"desktop\\" or \\"mobile\\""},"dateCompared":{"type":"string","required":false,"visibility":"user-only","description":"Comparison date in YYYY-MM-DD format, to compute position/traffic deltas"},"volumeMode":{"type":"string","required":false,"visibility":"user-or-llm","description":"Search volume calculation: \\"monthly\\" or \\"average\\" (default: \\"monthly\\")"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of results to return. Example: 50 (default: 1000)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Ahrefs API Key"}}},"ahrefs_rank_tracker_serp_overview":{"id":"ahrefs_rank_tracker_serp_overview","name":"Ahrefs Rank Tracker SERP Overview","description":"Get the full SERP (search engine results page) for a keyword tracked in an Ahrefs Rank Tracker project, including every ranking URL with its position, title, and authority metrics. This endpoint is free and does not consume API units.","version":"1.0.0","params":{"projectId":{"type":"number","required":true,"visibility":"user-or-llm","description":"The Rank Tracker project ID (found in the project URL in Ahrefs)"},"keyword":{"type":"string","required":true,"visibility":"user-or-llm","description":"The tracked keyword to retrieve SERP data for"},"country":{"type":"string","required":true,"visibility":"user-or-llm","description":"Country code for the tracked keyword. Example: \\"us\\", \\"gb\\", \\"de\\""},"device":{"type":"string","required":true,"visibility":"user-or-llm","description":"Rankings device type: \\"desktop\\" or \\"mobile\\""},"topPositions":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of top organic positions to return (defaults to all available)"},"date":{"type":"string","required":false,"visibility":"user-only","description":"Timestamp to return the last available SERP Overview at, in YYYY-MM-DDThh:mm:ss format"},"locationId":{"type":"number","required":false,"visibility":"user-or-llm","description":"Location ID of the tracked keyword, if tracked at a specific location"},"languageCode":{"type":"string","required":false,"visibility":"user-or-llm","description":"Language code of the tracked keyword"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Ahrefs API Key"}}},"ahrefs_refdomains_history":{"id":"ahrefs_refdomains_history","name":"Ahrefs Referring Domains History","description":"Get the historical referring domains trend for a target domain or URL over a date range, grouped daily, weekly, or monthly.","version":"1.0.0","params":{"target":{"type":"string","required":true,"visibility":"user-or-llm","description":"The target domain or URL to analyze. Example: \\"example.com\\""},"dateFrom":{"type":"string","required":true,"visibility":"user-only","description":"Start date of the historical period, in YYYY-MM-DD format"},"dateTo":{"type":"string","required":false,"visibility":"user-only","description":"End date of the historical period, in YYYY-MM-DD format (defaults to today)"},"historyGrouping":{"type":"string","required":false,"visibility":"user-or-llm","description":"Time interval for grouping data points: \\"daily\\", \\"weekly\\", or \\"monthly\\" (default: \\"monthly\\")"},"mode":{"type":"string","required":false,"visibility":"user-or-llm","description":"Analysis mode: domain (entire domain), prefix (URL prefix), subdomains (include all subdomains, default), exact (exact URL match)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Ahrefs API Key"}}},"ahrefs_referring_domains":{"id":"ahrefs_referring_domains","name":"Ahrefs Referring Domains","description":"Get a list of domains that link to a target domain or URL. Returns unique referring domains with their domain rating, backlink counts, and discovery dates.","version":"1.0.0","params":{"target":{"type":"string","required":true,"visibility":"user-or-llm","description":"The target domain or URL to analyze. Example: \\"example.com\\" or \\"https://example.com/page\\""},"mode":{"type":"string","required":false,"visibility":"user-or-llm","description":"Analysis mode: domain (entire domain), prefix (URL prefix), subdomains (include all subdomains, default), exact (exact URL match). Example: \\"domain\\""},"history":{"type":"string","required":false,"visibility":"user-or-llm","description":"Historical scope: \\"live\\" (currently live), \\"all_time\\" (default, includes lost domains), or \\"since:YYYY-MM-DD\\" (domains found since a date)."},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of results to return. Example: 50 (default: 1000)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Ahrefs API Key"}}},"ahrefs_related_terms":{"id":"ahrefs_related_terms","name":"Ahrefs Related Terms","description":"Get keyword ideas related to a seed keyword: terms the same top-ranking pages also rank for (\\"also rank for\\") or also discuss (\\"also talk about\\"), with volume, difficulty, and CPC.","version":"1.0.0","params":{"keyword":{"type":"string","required":true,"visibility":"user-or-llm","description":"The seed keyword to find related terms for"},"country":{"type":"string","required":false,"visibility":"user-or-llm","description":"Country code for keyword data. Example: \\"us\\", \\"gb\\", \\"de\\" (default: \\"us\\")"},"terms":{"type":"string","required":false,"visibility":"user-or-llm","description":"Type of related keywords to return: \\"also_rank_for\\", \\"also_talk_about\\", or \\"all\\" (default: \\"all\\")"},"viewFor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Whether to derive related terms from the top 10 or top 100 ranking pages (default: \\"top_10\\")"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of results to return. Example: 50 (default: 1000)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Ahrefs API Key"}}},"ahrefs_site_audit_page_explorer":{"id":"ahrefs_site_audit_page_explorer","name":"Ahrefs Site Audit Page Explorer","description":"Get crawled pages from an Ahrefs Site Audit project with health and SEO metrics: HTTP status, title, link counts, backlinks, indexability, and traffic. Optionally filter to pages affected by a specific issue.","version":"1.0.0","params":{"projectId":{"type":"number","required":true,"visibility":"user-or-llm","description":"The Site Audit project ID (found in the project URL in Ahrefs)"},"date":{"type":"string","required":false,"visibility":"user-only","description":"Crawl date in YYYY-MM-DDThh:mm:ss format (defaults to the most recent crawl)"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of results to return. Example: 50 (default: 1000)"},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to skip, for pagination"},"issueId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Only return pages affected by this issue ID"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Ahrefs API Key"}}},"ahrefs_top_pages":{"id":"ahrefs_top_pages","name":"Ahrefs Top Pages","description":"Get the top pages of a target domain sorted by organic traffic. Returns page URLs with their traffic, keyword counts, and estimated traffic value.","version":"1.0.0","params":{"target":{"type":"string","required":true,"visibility":"user-or-llm","description":"The target domain to analyze. Example: \\"example.com\\""},"country":{"type":"string","required":false,"visibility":"user-or-llm","description":"Country code for traffic data. Example: \\"us\\", \\"gb\\", \\"de\\" (default: \\"us\\")"},"mode":{"type":"string","required":false,"visibility":"user-or-llm","description":"Analysis mode: domain (entire domain), prefix (URL prefix), subdomains (include all subdomains, default), exact (exact URL match). Example: \\"domain\\""},"date":{"type":"string","required":false,"visibility":"user-only","description":"Date to report metrics on, in YYYY-MM-DD format (defaults to today)"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of results to return. Example: 50 (default: 1000)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Ahrefs API Key"}}},"airtable_create_records":{"id":"airtable_create_records","name":"Airtable Create Records","description":"Write new records to an Airtable table","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token"},"baseId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Airtable base ID (starts with \\"app\\", e.g., \\"appXXXXXXXXXXXXXX\\")"},"tableId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Table ID (starts with \\"tbl\\") or table name"},"records":{"type":"json","required":true,"visibility":"user-or-llm","description":"Array of records to create, each with a `fields` object"},"typecast":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"When true, Airtable automatically converts string values to the field type"}},"oauth":{"required":true,"provider":"airtable"}},"airtable_delete_records":{"id":"airtable_delete_records","name":"Airtable Delete Records","description":"Delete one or more records from an Airtable table by ID","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token"},"baseId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Airtable base ID (starts with \\"app\\", e.g., \\"appXXXXXXXXXXXXXX\\")"},"tableId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Table ID (starts with \\"tbl\\") or table name"},"recordIds":{"type":"json","required":true,"visibility":"user-or-llm","description":"Array of record IDs to delete (each starts with \\"rec\\", e.g., [\\"recXXXXXXXXXXXXXX\\"]). Pass a single-element array to delete one record."}},"oauth":{"required":true,"provider":"airtable"}},"airtable_get_base_schema":{"id":"airtable_get_base_schema","name":"Airtable Get Base Schema","description":"Get the schema of all tables, fields, and views in an Airtable base","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token"},"baseId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Airtable base ID (starts with \\"app\\", e.g., \\"appXXXXXXXXXXXXXX\\")"}},"oauth":{"required":true,"provider":"airtable"}},"airtable_get_record":{"id":"airtable_get_record","name":"Airtable Get Record","description":"Retrieve a single record from an Airtable table by its ID","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token"},"baseId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Airtable base ID (starts with \\"app\\", e.g., \\"appXXXXXXXXXXXXXX\\")"},"tableId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Table ID (starts with \\"tbl\\") or table name"},"recordId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Record ID to retrieve (starts with \\"rec\\", e.g., \\"recXXXXXXXXXXXXXX\\")"}},"oauth":{"required":true,"provider":"airtable"}},"airtable_list_bases":{"id":"airtable_list_bases","name":"Airtable List Bases","description":"List all bases the authenticated user has access to","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token"},"offset":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination offset for retrieving additional bases"}},"oauth":{"required":true,"provider":"airtable"}},"airtable_list_records":{"id":"airtable_list_records","name":"Airtable List Records","description":"Read records from an Airtable table","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token"},"baseId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Airtable base ID (starts with \\"app\\", e.g., \\"appXXXXXXXXXXXXXX\\")"},"tableId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Table ID (starts with \\"tbl\\") or table name"},"maxRecords":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of records to return (default: all records)"},"filterFormula":{"type":"string","required":false,"visibility":"user-or-llm","description":"Formula to filter records (e.g., \\"({Field Name} = \'Value\')\\")"}},"oauth":{"required":true,"provider":"airtable"}},"airtable_list_tables":{"id":"airtable_list_tables","name":"Airtable List Tables","description":"List all tables and their schema in an Airtable base","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token"},"baseId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Airtable base ID (starts with \\"app\\", e.g., \\"appXXXXXXXXXXXXXX\\")"}},"oauth":{"required":true,"provider":"airtable"}},"airtable_update_multiple_records":{"id":"airtable_update_multiple_records","name":"Airtable Update Multiple Records","description":"Update multiple existing records in an Airtable table","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token"},"baseId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Airtable base ID (starts with \\"app\\", e.g., \\"appXXXXXXXXXXXXXX\\")"},"tableId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Table ID (starts with \\"tbl\\") or table name"},"records":{"type":"json","required":true,"visibility":"user-or-llm","description":"Array of records to update, each with an `id` and a `fields` object"},"typecast":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"When true, Airtable automatically converts string values to the field type"}},"oauth":{"required":true,"provider":"airtable"}},"airtable_update_record":{"id":"airtable_update_record","name":"Airtable Update Record","description":"Update an existing record in an Airtable table by ID","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token"},"baseId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Airtable base ID (starts with \\"app\\", e.g., \\"appXXXXXXXXXXXXXX\\")"},"tableId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Table ID (starts with \\"tbl\\") or table name"},"recordId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Record ID to update (starts with \\"rec\\", e.g., \\"recXXXXXXXXXXXXXX\\")"},"fields":{"type":"json","required":true,"visibility":"user-or-llm","description":"An object containing the field names and their new values"},"typecast":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"When true, Airtable automatically converts string values to the field type"}},"oauth":{"required":true,"provider":"airtable"}},"airtable_upsert_records":{"id":"airtable_upsert_records","name":"Airtable Upsert Records","description":"Update existing records or create new ones in an Airtable table, matching on the specified merge fields","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token"},"baseId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Airtable base ID (starts with \\"app\\", e.g., \\"appXXXXXXXXXXXXXX\\")"},"tableId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Table ID (starts with \\"tbl\\") or table name"},"records":{"type":"json","required":true,"visibility":"user-or-llm","description":"Array of records to upsert, each with a `fields` object"},"fieldsToMergeOn":{"type":"json","required":true,"visibility":"user-or-llm","description":"Array of field names used to match existing records (max 3). A record is updated when all merge fields match, otherwise it is created. Example: [\\"Name\\"]"},"typecast":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"When true, Airtable automatically converts string values to the field type"}},"oauth":{"required":true,"provider":"airtable"}},"airweave_search":{"id":"airweave_search","name":"Airweave Search","description":"Search your synced data collections using Airweave. Supports semantic search with hybrid, neural, or keyword retrieval strategies. Optionally generate AI-powered answers from search results.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Airweave API Key for authentication"},"collectionId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The readable ID of the collection to search"},"query":{"type":"string","required":true,"visibility":"user-or-llm","description":"The search query text"},"limit":{"type":"number","required":false,"visibility":"user-only","description":"Maximum number of results to return (default: 100)"},"retrievalStrategy":{"type":"string","required":false,"visibility":"user-or-llm","description":"Retrieval strategy: hybrid (default), neural, or keyword"},"expandQuery":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Generate query variations to improve recall"},"rerank":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Reorder results for improved relevance using LLM"},"generateAnswer":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Generate a natural-language answer to the query"}}},"algolia_add_record":{"id":"algolia_add_record","name":"Algolia Add Record","description":"Add or replace a record in an Algolia index","version":"1.0","params":{"applicationId":{"type":"string","required":true,"visibility":"user-only","description":"Algolia Application ID"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Algolia Admin API Key"},"indexName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name of the Algolia index"},"objectID":{"type":"string","required":false,"visibility":"user-or-llm","description":"Object ID for the record (auto-generated if not provided)"},"record":{"type":"json","required":true,"visibility":"user-or-llm","description":"JSON object representing the record to add"}}},"algolia_batch_operations":{"id":"algolia_batch_operations","name":"Algolia Batch Operations","description":"Perform batch add, update, partial update, or delete operations on records in an Algolia index","version":"1.0","params":{"applicationId":{"type":"string","required":true,"visibility":"user-only","description":"Algolia Application ID"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Algolia Admin API Key"},"indexName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name of the Algolia index"},"requests":{"type":"json","required":true,"visibility":"user-or-llm","description":"Array of batch operations. Each item has \\"action\\" (addObject, updateObject, partialUpdateObject, partialUpdateObjectNoCreate, deleteObject, delete, clear) and \\"body\\" (the record data; must include objectID for update/delete; use an empty object {} for the index-level delete/clear actions)"}}},"algolia_browse_records":{"id":"algolia_browse_records","name":"Algolia Browse Records","description":"Browse and iterate over all records in an Algolia index using cursor pagination","version":"1.0","params":{"applicationId":{"type":"string","required":true,"visibility":"user-only","description":"Algolia Application ID"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Algolia API Key (must have browse ACL)"},"indexName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name of the Algolia index to browse"},"query":{"type":"string","required":false,"visibility":"user-or-llm","description":"Search query to filter browsed records"},"filters":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter string to narrow down results"},"attributesToRetrieve":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of attributes to retrieve"},"hitsPerPage":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of hits per page (default: 1000, max: 1000)"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor from a previous browse response for pagination"},"aroundLatLng":{"type":"string","required":false,"visibility":"user-or-llm","description":"Coordinates for geo-search (e.g., \\"40.71,-74.01\\")"},"aroundRadius":{"type":"string","required":false,"visibility":"user-or-llm","description":"Maximum radius in meters for geo-search, or \\"all\\" for unlimited"},"insideBoundingBox":{"type":"json","required":false,"visibility":"user-or-llm","description":"Bounding box coordinates as [[lat1, lng1, lat2, lng2]] for geo-search"},"insidePolygon":{"type":"json","required":false,"visibility":"user-or-llm","description":"Polygon coordinates as [[lat1, lng1, lat2, lng2, lat3, lng3, ...]] for geo-search"}}},"algolia_clear_records":{"id":"algolia_clear_records","name":"Algolia Clear Records","description":"Clear all records from an Algolia index while keeping settings, synonyms, and rules","version":"1.0","params":{"applicationId":{"type":"string","required":true,"visibility":"user-only","description":"Algolia Application ID"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Algolia Admin API Key (must have deleteIndex ACL)"},"indexName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name of the Algolia index to clear"}}},"algolia_copy_move_index":{"id":"algolia_copy_move_index","name":"Algolia Copy/Move Index","description":"Copy or move an Algolia index to a new destination","version":"1.0","params":{"applicationId":{"type":"string","required":true,"visibility":"user-only","description":"Algolia Application ID"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Algolia Admin API Key"},"indexName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name of the source index"},"operation":{"type":"string","required":true,"visibility":"user-or-llm","description":"Operation to perform: \\"copy\\" or \\"move\\""},"destination":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name of the destination index"},"scope":{"type":"json","required":false,"visibility":"user-or-llm","description":"Array of scopes to copy (only for \\"copy\\" operation): [\\"settings\\", \\"synonyms\\", \\"rules\\"]. Omit to copy everything including records."}}},"algolia_delete_by_filter":{"id":"algolia_delete_by_filter","name":"Algolia Delete By Filter","description":"Delete all records matching a filter from an Algolia index","version":"1.0","params":{"applicationId":{"type":"string","required":true,"visibility":"user-only","description":"Algolia Application ID"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Algolia Admin API Key (must have deleteIndex ACL)"},"indexName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name of the Algolia index"},"filters":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter expression to match records for deletion (e.g., \\"category:outdated\\")"},"facetFilters":{"type":"json","required":false,"visibility":"user-or-llm","description":"Array of facet filters (e.g., [\\"brand:Acme\\"])"},"numericFilters":{"type":"json","required":false,"visibility":"user-or-llm","description":"Array of numeric filters (e.g., [\\"price > 100\\"])"},"tagFilters":{"type":"json","required":false,"visibility":"user-or-llm","description":"Array of tag filters using the _tags attribute (e.g., [\\"published\\"])"},"aroundLatLng":{"type":"string","required":false,"visibility":"user-or-llm","description":"Coordinates for geo-search filter (e.g., \\"40.71,-74.01\\")"},"aroundRadius":{"type":"string","required":false,"visibility":"user-or-llm","description":"Maximum radius in meters for geo-search, or \\"all\\" for unlimited"},"insideBoundingBox":{"type":"json","required":false,"visibility":"user-or-llm","description":"Bounding box coordinates as [[lat1, lng1, lat2, lng2]] for geo-search filter"},"insidePolygon":{"type":"json","required":false,"visibility":"user-or-llm","description":"Polygon coordinates as [[lat1, lng1, lat2, lng2, lat3, lng3, ...]] for geo-search filter"}}},"algolia_delete_index":{"id":"algolia_delete_index","name":"Algolia Delete Index","description":"Delete an entire Algolia index and all its records","version":"1.0","params":{"applicationId":{"type":"string","required":true,"visibility":"user-only","description":"Algolia Application ID"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Algolia Admin API Key (must have deleteIndex ACL)"},"indexName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name of the Algolia index to delete"}}},"algolia_delete_record":{"id":"algolia_delete_record","name":"Algolia Delete Record","description":"Delete a record by objectID from an Algolia index","version":"1.0","params":{"applicationId":{"type":"string","required":true,"visibility":"user-only","description":"Algolia Application ID"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Algolia Admin API Key"},"indexName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name of the Algolia index"},"objectID":{"type":"string","required":true,"visibility":"user-or-llm","description":"The objectID of the record to delete"}}},"algolia_get_record":{"id":"algolia_get_record","name":"Algolia Get Record","description":"Get a record by objectID from an Algolia index","version":"1.0","params":{"applicationId":{"type":"string","required":true,"visibility":"user-only","description":"Algolia Application ID"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Algolia API Key"},"indexName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name of the Algolia index"},"objectID":{"type":"string","required":true,"visibility":"user-or-llm","description":"The objectID of the record to retrieve"},"attributesToRetrieve":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of attributes to retrieve"}}},"algolia_get_records":{"id":"algolia_get_records","name":"Algolia Get Records","description":"Retrieve multiple records by objectID from one or more Algolia indices","version":"1.0","params":{"applicationId":{"type":"string","required":true,"visibility":"user-only","description":"Algolia Application ID"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Algolia API Key"},"indexName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Default index name for all requests"},"requests":{"type":"json","required":true,"visibility":"user-or-llm","description":"Array of objects specifying records to retrieve. Each must have \\"objectID\\" and optionally \\"indexName\\" and \\"attributesToRetrieve\\"."}}},"algolia_get_settings":{"id":"algolia_get_settings","name":"Algolia Get Settings","description":"Retrieve the settings of an Algolia index","version":"1.0","params":{"applicationId":{"type":"string","required":true,"visibility":"user-only","description":"Algolia Application ID"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Algolia API Key"},"indexName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name of the Algolia index"}}},"algolia_get_task_status":{"id":"algolia_get_task_status","name":"Algolia Get Task Status","description":"Check whether an Algolia indexing task has finished publishing","version":"1.0","params":{"applicationId":{"type":"string","required":true,"visibility":"user-only","description":"Algolia Application ID"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Algolia API Key"},"indexName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name of the Algolia index the task ran against"},"taskID":{"type":"number","required":true,"visibility":"user-or-llm","description":"The taskID returned by a previous write operation"}}},"algolia_list_indices":{"id":"algolia_list_indices","name":"Algolia List Indices","description":"List all indices in an Algolia application","version":"1.0","params":{"applicationId":{"type":"string","required":true,"visibility":"user-only","description":"Algolia Application ID"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Algolia API Key"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number for paginating indices (default: not paginated)"},"hitsPerPage":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of indices per page (default: 100)"}}},"algolia_partial_update_record":{"id":"algolia_partial_update_record","name":"Algolia Partial Update Record","description":"Partially update a record in an Algolia index without replacing it entirely","version":"1.0","params":{"applicationId":{"type":"string","required":true,"visibility":"user-only","description":"Algolia Application ID"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Algolia Admin API Key"},"indexName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name of the Algolia index"},"objectID":{"type":"string","required":true,"visibility":"user-or-llm","description":"The objectID of the record to update"},"attributes":{"type":"json","required":true,"visibility":"user-or-llm","description":"JSON object with attributes to update. 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Automatically enabled for >100 contacts"}}},"apollo_contact_create":{"id":"apollo_contact_create","name":"Apollo Create Contact","description":"Create a new contact in your Apollo database","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Apollo API key"},"first_name":{"type":"string","required":true,"visibility":"user-or-llm","description":"First name of the contact"},"last_name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Last name of the contact"},"email":{"type":"string","required":false,"visibility":"user-or-llm","description":"Email address of the contact"},"title":{"type":"string","required":false,"visibility":"user-or-llm","description":"Job title (e.g., \\"VP of Sales\\", \\"Software Engineer\\")"},"account_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"Apollo account ID to associate with (e.g., \\"acc_abc123\\")"},"owner_id":{"type":"string","required":false,"visibility":"user-only","description":"User ID of the contact owner (accepted by Apollo but not officially documented for POST /contacts)"},"organization_name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Name of the contact\'s employer (e.g., \\"Apollo\\")"},"website_url":{"type":"string","required":false,"visibility":"user-or-llm","description":"Corporate website URL (e.g., \\"https://www.apollo.io/\\")"},"label_names":{"type":"array","required":false,"visibility":"user-or-llm","description":"Lists/labels to add the contact to (e.g., [\\"Prospects\\"])"},"contact_stage_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"Apollo ID for the contact stage"},"present_raw_address":{"type":"string","required":false,"visibility":"user-or-llm","description":"Personal location for the contact (e.g., \\"Atlanta, United States\\")"},"direct_phone":{"type":"string","required":false,"visibility":"user-or-llm","description":"Primary phone number"},"corporate_phone":{"type":"string","required":false,"visibility":"user-or-llm","description":"Work/office phone number"},"mobile_phone":{"type":"string","required":false,"visibility":"user-or-llm","description":"Mobile phone number"},"home_phone":{"type":"string","required":false,"visibility":"user-or-llm","description":"Home phone number"},"other_phone":{"type":"string","required":false,"visibility":"user-or-llm","description":"Alternative phone number"},"typed_custom_fields":{"type":"json","required":false,"visibility":"user-or-llm","description":"Custom field values keyed by custom field ID"},"run_dedupe":{"type":"boolean","required":false,"visibility":"user-only","description":"When true, Apollo deduplicates against existing contacts"}}},"apollo_contact_search":{"id":"apollo_contact_search","name":"Apollo Search Contacts","description":"Search your team\'s contacts in Apollo","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Apollo API key"},"q_keywords":{"type":"string","required":false,"visibility":"user-or-llm","description":"Keywords to search for"},"contact_stage_ids":{"type":"array","required":false,"visibility":"user-only","description":"Filter by contact stage IDs"},"contact_label_ids":{"type":"array","required":false,"visibility":"user-only","description":"Filter by Apollo label IDs (lists)"},"sort_by_field":{"type":"string","required":false,"visibility":"user-only","description":"Sort field: contact_last_activity_date, contact_email_last_opened_at, contact_email_last_clicked_at, contact_created_at, or contact_updated_at"},"sort_ascending":{"type":"boolean","required":false,"visibility":"user-only","description":"When true, sort ascending. 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format"},"isCompleted":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the task is completed"},"linkedRecords":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON array of linked records"},"assignees":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON array of assignees"}},"oauth":{"required":true,"provider":"attio"}},"attio_update_webhook":{"id":"attio_update_webhook","name":"Attio Update Webhook","description":"Update a webhook in Attio (target URL and/or subscriptions)","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The OAuth access token for the Attio API"},"webhookId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The webhook ID to update"},"targetUrl":{"type":"string","required":false,"visibility":"user-or-llm","description":"HTTPS target URL for webhook delivery"},"subscriptions":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON array of subscriptions, e.g. [{\\"event_type\\":\\"note.created\\"}]"}},"oauth":{"required":true,"provider":"attio"}},"azure_devops_add_comment":{"id":"azure_devops_add_comment","name":"Azure DevOps Add Comment","description":"Add a comment to a work item in Azure DevOps.","version":"1.0.0","params":{"organization":{"type":"string","required":true,"visibility":"user-or-llm","description":"Azure DevOps organization name"},"project":{"type":"string","required":true,"visibility":"user-or-llm","description":"Azure DevOps project name"},"workItemId":{"type":"number","required":true,"visibility":"user-or-llm","description":"ID of the work item to comment on"},"text":{"type":"string","required":true,"visibility":"user-or-llm","description":"Comment text (HTML supported, e.g. \\"<p>My comment</p>\\")"},"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Azure DevOps Personal Access Token (scopes: Work Items: Read & Write)"}}},"azure_devops_create_work_item":{"id":"azure_devops_create_work_item","name":"Azure DevOps Create Work Item","description":"Create a new Basic-process work item (Issue, Task, or Epic) in Azure DevOps. Returns the created work item with its assigned ID.","version":"1.0.0","params":{"organization":{"type":"string","required":true,"visibility":"user-or-llm","description":"Azure DevOps organization name"},"project":{"type":"string","required":true,"visibility":"user-or-llm","description":"Azure DevOps project name"},"workItemType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Basic-process work item type to create (\\"Issue\\", \\"Task\\", or \\"Epic\\"). Use Issue for bug or defect tracking."},"title":{"type":"string","required":true,"visibility":"user-or-llm","description":"Title of the new work item"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"HTML description of the work item (optional)"},"assignedTo":{"type":"string","required":false,"visibility":"user-or-llm","description":"Email or display name of the user to assign the work item to (optional)"},"priority":{"type":"number","required":false,"visibility":"user-or-llm","description":"Priority of the work item (1 = Critical, 2 = High, 3 = Medium, 4 = Low)"},"effort":{"type":"number","required":false,"visibility":"user-or-llm","description":"Effort (Microsoft.VSTS.Scheduling.Effort). Basic process: Issue only."},"startDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Start date (Microsoft.VSTS.Scheduling.StartDate), ISO 8601. Basic process: Epic only."},"targetDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Target date (Microsoft.VSTS.Scheduling.TargetDate), ISO 8601. Basic process: Epic only."},"activity":{"type":"string","required":false,"visibility":"user-or-llm","description":"Activity (Microsoft.VSTS.Common.Activity). One of Deployment, Design, Development, Documentation, Requirements, Testing. Basic process: Task only."},"remainingWork":{"type":"number","required":false,"visibility":"user-or-llm","description":"Remaining work hours (Microsoft.VSTS.Scheduling.RemainingWork). Basic process: Task only."},"completedWork":{"type":"number","required":false,"visibility":"user-or-llm","description":"Completed work hours (Microsoft.VSTS.Scheduling.CompletedWork). Basic process: Task only."},"areaPath":{"type":"string","required":false,"visibility":"user-or-llm","description":"Area path for the work item, e.g. \\"MyProject\\\\\\\\Team\\" (optional)"},"iterationPath":{"type":"string","required":false,"visibility":"user-or-llm","description":"Iteration path for the work item, e.g. \\"MyProject\\\\\\\\Sprint 1\\" (optional)"},"tags":{"type":"string","required":false,"visibility":"user-or-llm","description":"Semicolon-separated tags, e.g. \\"issue; p1; auth\\" (optional)"},"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Azure DevOps Personal Access Token (scopes: Work Items: Read & Write)"}}},"azure_devops_get_build_log":{"id":"azure_devops_get_build_log","name":"Azure DevOps Get Build Log","description":"Fetch the text content of a specific build log in Azure DevOps. Use List Build Logs first to get the log ID. Optionally retrieve only a line range with startLine/endLine.","version":"1.0.0","params":{"organization":{"type":"string","required":true,"visibility":"user-or-llm","description":"Azure DevOps organization name"},"project":{"type":"string","required":true,"visibility":"user-or-llm","description":"Azure DevOps project name"},"buildId":{"type":"number","required":true,"visibility":"user-or-llm","description":"The build ID containing the log"},"logId":{"type":"number","required":true,"visibility":"user-or-llm","description":"The log entry ID to fetch (from List Build Logs)"},"startLine":{"type":"number","required":false,"visibility":"user-or-llm","description":"First line to return (1-based, inclusive)"},"endLine":{"type":"number","required":false,"visibility":"user-or-llm","description":"Last line to return (1-based, inclusive)"},"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Azure DevOps Personal Access Token (scopes: Build: Read)"}}},"azure_devops_get_build_timeline":{"id":"azure_devops_get_build_timeline","name":"Azure DevOps Get Build Timeline","description":"Get the execution timeline for an Azure DevOps build — every stage, job, and task with its result and log ID. Use this to identify which steps failed before fetching their logs with Get Build Log.","version":"1.0.0","params":{"organization":{"type":"string","required":true,"visibility":"user-or-llm","description":"Azure DevOps organization name"},"project":{"type":"string","required":true,"visibility":"user-or-llm","description":"Azure DevOps project name"},"buildId":{"type":"number","required":true,"visibility":"user-or-llm","description":"ID of the build whose timeline to retrieve"},"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Azure DevOps Personal Access Token (scopes: Build: Read)"}}},"azure_devops_get_comments":{"id":"azure_devops_get_comments","name":"Azure DevOps Get Comments","description":"List comments for an Azure DevOps work item.","version":"1.0.0","params":{"organization":{"type":"string","required":true,"visibility":"user-or-llm","description":"Azure DevOps organization name"},"project":{"type":"string","required":true,"visibility":"user-or-llm","description":"Azure DevOps project name"},"workItemId":{"type":"number","required":true,"visibility":"user-or-llm","description":"ID of the work item whose comments should be listed"},"top":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of comments to return"},"continuationToken":{"type":"string","required":false,"visibility":"user-or-llm","description":"Continuation token for paginating comments"},"includeDeleted":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether deleted comments should be returned"},"expand":{"type":"string","required":false,"visibility":"user-or-llm","description":"Additional comment data to include: none, reactions, renderedText, renderedTextOnly, all"},"order":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort order for comments: asc or desc"},"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Azure DevOps Personal Access Token (scopes: Work Items: Read)"}}},"azure_devops_get_pipeline":{"id":"azure_devops_get_pipeline","name":"Azure DevOps Get Pipeline","description":"Get details for a specific pipeline in an Azure DevOps project, including configuration and repository info.","version":"1.0.0","params":{"organization":{"type":"string","required":true,"visibility":"user-or-llm","description":"Azure DevOps organization name"},"project":{"type":"string","required":true,"visibility":"user-or-llm","description":"Azure DevOps project name"},"pipelineId":{"type":"number","required":true,"visibility":"user-or-llm","description":"ID of the pipeline to retrieve"},"pipelineVersion":{"type":"number","required":false,"visibility":"user-or-llm","description":"Specific revision of the pipeline to retrieve (defaults to latest)"},"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Azure DevOps Personal Access Token (scopes: Build: Read, Pipeline: Read)"}}},"azure_devops_get_pipeline_run":{"id":"azure_devops_get_pipeline_run","name":"Azure DevOps Get Pipeline Run","description":"Get details for a specific pipeline run in an Azure DevOps project. Returns run state, result, timestamps, and the pipeline reference.","version":"1.0.0","params":{"organization":{"type":"string","required":true,"visibility":"user-or-llm","description":"Azure DevOps organization name"},"project":{"type":"string","required":true,"visibility":"user-or-llm","description":"Azure DevOps project name"},"pipelineId":{"type":"number","required":true,"visibility":"user-or-llm","description":"ID of the pipeline"},"runId":{"type":"number","required":true,"visibility":"user-or-llm","description":"ID of the run to retrieve"},"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Azure DevOps Personal Access Token (scopes: Build: Read, Pipeline: Read)"}}},"azure_devops_get_work_item":{"id":"azure_devops_get_work_item","name":"Azure DevOps Get Work Item","description":"Fetch full details of a single work item by ID from Azure DevOps, including title, state, type, assignee, and area path.","version":"1.0.0","params":{"organization":{"type":"string","required":true,"visibility":"user-or-llm","description":"Azure DevOps organization name"},"project":{"type":"string","required":true,"visibility":"user-or-llm","description":"Azure DevOps project name"},"workItemId":{"type":"number","required":true,"visibility":"user-or-llm","description":"The work item ID to fetch"},"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Azure DevOps Personal Access Token (scopes: Work Items: Read)"}}},"azure_devops_get_work_items_batch":{"id":"azure_devops_get_work_items_batch","name":"Azure DevOps Get Work Items Batch","description":"Fetch full details for multiple work items by ID from Azure DevOps. Pass comma-separated IDs (e.g. \\"123,456,789\\"). Requests with more than 200 IDs are automatically split into chunks.","version":"1.0.0","params":{"organization":{"type":"string","required":true,"visibility":"user-or-llm","description":"Azure DevOps organization name"},"project":{"type":"string","required":true,"visibility":"user-or-llm","description":"Azure DevOps project name"},"ids":{"type":"string","required":true,"visibility":"user-or-llm","description":"Comma-separated work item IDs to fetch (e.g. \\"123,456,789\\"). Lists longer than 200 IDs are chunked automatically."},"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Azure DevOps Personal Access Token (scopes: Work Items: Read)"}}},"azure_devops_get_work_items_between_builds":{"id":"azure_devops_get_work_items_between_builds","name":"Azure DevOps Get Work Items Between Builds","description":"Get work item references associated with commits between two builds in Azure DevOps. Returns work item IDs and URLs — use Get Work Items Batch for full field details.","version":"1.0.0","params":{"organization":{"type":"string","required":true,"visibility":"user-or-llm","description":"Azure DevOps organization name"},"project":{"type":"string","required":true,"visibility":"user-or-llm","description":"Azure DevOps project name"},"fromBuildId":{"type":"number","required":true,"visibility":"user-or-llm","description":"The older build ID (start of range)"},"toBuildId":{"type":"number","required":true,"visibility":"user-or-llm","description":"The newer build ID (end of range)"},"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Azure DevOps Personal Access Token (scopes: Build: Read)"}}},"azure_devops_list_build_logs":{"id":"azure_devops_list_build_logs","name":"Azure DevOps List Build Logs","description":"List all log entries for a specific build in Azure DevOps. Returns log IDs, types, and line counts — use the log ID with the Get Build Log tool to fetch actual log text.","version":"1.0.0","params":{"organization":{"type":"string","required":true,"visibility":"user-or-llm","description":"Azure DevOps organization name"},"project":{"type":"string","required":true,"visibility":"user-or-llm","description":"Azure DevOps project name"},"buildId":{"type":"number","required":true,"visibility":"user-or-llm","description":"The build ID whose logs to list"},"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Azure DevOps Personal Access Token (scopes: Build: Read)"}}},"azure_devops_list_builds":{"id":"azure_devops_list_builds","name":"Azure DevOps List Builds","description":"List builds in an Azure DevOps project. Optionally filter by pipeline definition, status, result, or branch.","version":"1.0.0","params":{"organization":{"type":"string","required":true,"visibility":"user-or-llm","description":"Azure DevOps organization name"},"project":{"type":"string","required":true,"visibility":"user-or-llm","description":"Azure DevOps project name"},"definitionIds":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated pipeline definition IDs to filter by (e.g. \\"1,2,3\\")"},"top":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of builds to return"},"statusFilter":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by build status: inProgress, completed, cancelling, postponed, notStarted, none"},"resultFilter":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by build result: succeeded, partiallySucceeded, failed, canceled"},"branchName":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by source branch name (e.g. \\"refs/heads/main\\")"},"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Azure DevOps Personal Access Token (scopes: Build: Read)"}}},"azure_devops_list_pipeline_runs":{"id":"azure_devops_list_pipeline_runs","name":"Azure DevOps List Pipeline Runs","description":"List runs for a specific pipeline in an Azure DevOps project. Returns run ID, name, state, result, and timestamps.","version":"1.0.0","params":{"organization":{"type":"string","required":true,"visibility":"user-or-llm","description":"Azure DevOps organization name"},"project":{"type":"string","required":true,"visibility":"user-or-llm","description":"Azure DevOps project name"},"pipelineId":{"type":"number","required":true,"visibility":"user-or-llm","description":"ID of the pipeline whose runs to list"},"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Azure DevOps Personal Access Token (scopes: Build: Read, Pipeline: Read)"}}},"azure_devops_list_pipelines":{"id":"azure_devops_list_pipelines","name":"Azure DevOps List Pipelines","description":"List all pipelines in an Azure DevOps project. Returns pipeline ID, name, folder, revision, and URL.","version":"1.0.0","params":{"organization":{"type":"string","required":true,"visibility":"user-or-llm","description":"Azure DevOps organization name"},"project":{"type":"string","required":true,"visibility":"user-or-llm","description":"Azure DevOps project name"},"orderBy":{"type":"string","required":false,"visibility":"user-or-llm","description":"Field to sort results by (e.g. \\"name\\")"},"top":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of pipelines to return"},"continuationToken":{"type":"string","required":false,"visibility":"user-or-llm","description":"Continuation token for paginating results"},"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Azure DevOps Personal Access Token (scopes: Build: Read, Pipeline: Read)"}}},"azure_devops_query_work_items":{"id":"azure_devops_query_work_items","name":"Azure DevOps Query Work Items","description":"Execute a WIQL query to search for work items in Azure DevOps and return full field details. Use TOP N in your query to limit results (Azure enforces a 200-item maximum per batch fetch).","version":"1.0.0","params":{"organization":{"type":"string","required":true,"visibility":"user-or-llm","description":"Azure DevOps organization name"},"project":{"type":"string","required":true,"visibility":"user-or-llm","description":"Azure DevOps project name"},"wiqlQuery":{"type":"string","required":true,"visibility":"user-or-llm","description":"WIQL query string (e.g. \\"SELECT [System.Id] FROM workitems WHERE [System.State] = \'Doing\' ORDER BY [System.Id] ASC\\"). Use TOP N to limit results."},"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Azure DevOps Personal Access Token (scopes: Work Items: Read)"}}},"azure_devops_update_work_item":{"id":"azure_devops_update_work_item","name":"Azure DevOps Update Work Item","description":"Update one or more fields on an existing work item in Azure DevOps. Provide only the fields you want to change.","version":"1.0.0","params":{"organization":{"type":"string","required":true,"visibility":"user-or-llm","description":"Azure DevOps organization name"},"project":{"type":"string","required":true,"visibility":"user-or-llm","description":"Azure DevOps project name"},"workItemId":{"type":"number","required":true,"visibility":"user-or-llm","description":"ID of the work item to update"},"title":{"type":"string","required":false,"visibility":"user-or-llm","description":"New title for the work item (optional)"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"New HTML description for the work item (optional)"},"assignedTo":{"type":"string","required":false,"visibility":"user-or-llm","description":"Email or display name to reassign the work item to (optional)"},"areaPath":{"type":"string","required":false,"visibility":"user-or-llm","description":"New area path for the work item (optional)"},"priority":{"type":"number","required":false,"visibility":"user-or-llm","description":"Priority of the work item (1 = Critical, 2 = High, 3 = Medium, 4 = Low) (optional)"},"state":{"type":"string","required":false,"visibility":"user-or-llm","description":"New state for Basic-process work items: \\"To Do\\", \\"Doing\\", or \\"Done\\" (optional)"},"effort":{"type":"number","required":false,"visibility":"user-or-llm","description":"Effort (Microsoft.VSTS.Scheduling.Effort). Basic process: Issue only."},"startDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Start date (Microsoft.VSTS.Scheduling.StartDate), ISO 8601. Basic process: Epic only."},"targetDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Target date (Microsoft.VSTS.Scheduling.TargetDate), ISO 8601. Basic process: Epic only."},"activity":{"type":"string","required":false,"visibility":"user-or-llm","description":"Activity (Microsoft.VSTS.Common.Activity). One of Deployment, Design, Development, Documentation, Requirements, Testing. Basic process: Task only."},"remainingWork":{"type":"number","required":false,"visibility":"user-or-llm","description":"Remaining work hours (Microsoft.VSTS.Scheduling.RemainingWork). Basic process: Task only."},"completedWork":{"type":"number","required":false,"visibility":"user-or-llm","description":"Completed work hours (Microsoft.VSTS.Scheduling.CompletedWork). Basic process: Task only."},"tags":{"type":"string","required":false,"visibility":"user-or-llm","description":"Semicolon-separated tags to set on the work item (optional)"},"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Azure DevOps Personal Access Token (scopes: Work Items: Read & Write)"}}},"box_copy_file":{"id":"box_copy_file","name":"Box Copy File","description":"Copy a file to another folder in Box","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Box API"},"fileId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the file to copy"},"parentFolderId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the destination folder"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Optional new name for the copied file"}},"oauth":{"required":true,"provider":"box"}},"box_create_folder":{"id":"box_create_folder","name":"Box Create Folder","description":"Create a new folder in Box","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Box API"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name for the new folder"},"parentFolderId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the parent folder (use \\"0\\" for root)"}},"oauth":{"required":true,"provider":"box"}},"box_delete_file":{"id":"box_delete_file","name":"Box Delete File","description":"Delete a file from Box","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Box API"},"fileId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the file to delete"}},"oauth":{"required":true,"provider":"box"}},"box_delete_folder":{"id":"box_delete_folder","name":"Box Delete Folder","description":"Delete a folder from Box","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Box API"},"folderId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the folder to delete"},"recursive":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Delete folder and all its contents recursively"}},"oauth":{"required":true,"provider":"box"}},"box_download_file":{"id":"box_download_file","name":"Box Download File","description":"Download a file from Box","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Box API"},"fileId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the file to download"}},"oauth":{"required":true,"provider":"box"}},"box_get_file_info":{"id":"box_get_file_info","name":"Box Get File Info","description":"Get detailed information about a file in Box","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Box API"},"fileId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the file to get information about"}},"oauth":{"required":true,"provider":"box"}},"box_list_folder_items":{"id":"box_list_folder_items","name":"Box List Folder Items","description":"List files and folders in a Box folder","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Box API"},"folderId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the folder to list items from (use \\"0\\" for root)"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of items to return per page"},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"The offset for pagination"},"sort":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort field: id, name, date, or size"},"direction":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort direction: ASC or DESC"}},"oauth":{"required":true,"provider":"box"}},"box_search":{"id":"box_search","name":"Box Search","description":"Search for files and folders in Box","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Box API"},"query":{"type":"string","required":true,"visibility":"user-or-llm","description":"The search query string"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of results to return"},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"The offset for pagination"},"ancestorFolderId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Restrict search to a specific folder and its subfolders"},"fileExtensions":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated file extensions to filter by (e.g., pdf,docx)"},"type":{"type":"string","required":false,"visibility":"user-or-llm","description":"Restrict to a specific content type: file, folder, or web_link"}},"oauth":{"required":true,"provider":"box"}},"box_sign_cancel_request":{"id":"box_sign_cancel_request","name":"Box Sign Cancel Request","description":"Cancel a pending Box Sign request","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Box API"},"signRequestId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the sign request to cancel"}},"oauth":{"required":true,"provider":"box"}},"box_sign_create_request":{"id":"box_sign_create_request","name":"Box Sign Create Request","description":"Create a new Box Sign request to send documents for e-signature","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Box API"},"sourceFileIds":{"type":"string","required":true,"visibility":"user-or-llm","description":"Comma-separated Box file IDs to send for signing"},"signerEmail":{"type":"string","required":true,"visibility":"user-or-llm","description":"Primary signer email address"},"signerRole":{"type":"string","required":false,"visibility":"user-or-llm","description":"Primary signer role: signer, approver, or final_copy_reader (default: signer)"},"additionalSigners":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON array of additional signers, e.g. [{\\"email\\":\\"user@example.com\\",\\"role\\":\\"signer\\"}]"},"parentFolderId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Box folder ID where signed documents will be stored (default: user root)"},"emailSubject":{"type":"string","required":false,"visibility":"user-or-llm","description":"Custom subject line for the signing email"},"emailMessage":{"type":"string","required":false,"visibility":"user-or-llm","description":"Custom message in the signing email body"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Name for the sign request"},"daysValid":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of days before the request expires (0-730)"},"areRemindersEnabled":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to send automatic signing reminders"},"areTextSignaturesEnabled":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to allow typed (text) signatures"},"signatureColor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Signature color: blue, black, or red"},"redirectUrl":{"type":"string","required":false,"visibility":"user-or-llm","description":"URL to redirect signers to after signing"},"declinedRedirectUrl":{"type":"string","required":false,"visibility":"user-or-llm","description":"URL to redirect signers to after declining"},"isDocumentPreparationNeeded":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether document preparation is needed before sending"},"externalId":{"type":"string","required":false,"visibility":"user-or-llm","description":"External system reference 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limit"},"baseLimitAmount":{"type":"number","required":true,"visibility":"user-or-llm","description":"Base spend limit amount, without increases/rollovers, in the smallest unit of the currency (e.g., cents for USD)"},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO 4217 currency code for the base limit (defaults to USD)"},"authorizationType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Whether authorizations decline based on available balance (HARD, SOFT)"},"rolloverRefreshRate":{"type":"string","required":true,"visibility":"user-or-llm","description":"Recurrence at which rolled-over unused funds stop rolling over (OFF, NEVER, PER_MONTH, PER_QUARTER, PER_YEAR)"},"limitBufferPercentage":{"type":"number","required":false,"visibility":"user-or-llm","description":"Flexible buffer on the limit as a 0-100 percentage"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Description of what the spend limit is used for"},"parentBudgetId":{"type":"string","required":false,"visibility":"user-or-llm","description":"ID of the parent budget"},"startDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Date the spend limit should start counting (YYYY-MM-DD)"},"endDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Date the spend limit should expire (YYYY-MM-DD)"},"transactionLimitAmount":{"type":"number","required":false,"visibility":"user-or-llm","description":"Per-transaction limit this spend limit enforces, in the smallest unit of the currency"},"ownerUserIds":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated user IDs of the spend limit owners"},"memberUserIds":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated user IDs of the spend limit members"}}},"brex_create_transfer":{"id":"brex_create_transfer","name":"Brex Create 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USD)"},"description":{"type":"string","required":true,"visibility":"user-or-llm","description":"Description of the transfer for internal use (not exposed externally)"},"externalMemo":{"type":"string","required":true,"visibility":"user-or-llm","description":"External memo shown to the recipient (max 90 characters for ACH/Wire, 40 for Cheque)"},"approvalType":{"type":"string","required":false,"visibility":"user-or-llm","description":"Set to MANUAL to require cash admin approval before the transfer is sent"},"isPproEnabled":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Enable Principal Protection (PPRO) to have Brex cover intermediary/receiving bank fees (international wires only)"}}},"brex_create_vendor":{"id":"brex_create_vendor","name":"Brex Create Vendor","description":"Create a new vendor in the Brex account","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Brex user token (generated from Developer Settings in the Brex dashboard)"},"companyName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name for the vendor (must be unique)"},"email":{"type":"string","required":false,"visibility":"user-or-llm","description":"Email address for the vendor"},"phone":{"type":"string","required":false,"visibility":"user-or-llm","description":"Phone number for the vendor"}}},"brex_get_budget":{"id":"brex_get_budget","name":"Brex Get Budget","description":"Get a Brex budget by its ID","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Brex user token (generated from Developer Settings in the Brex dashboard)"},"budgetId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the budget to fetch"}}},"brex_get_cash_account":{"id":"brex_get_cash_account","name":"Brex Get Cash Account","description":"Get a Brex cash account by ID, or the primary cash account when no ID is provided","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Brex user token (generated from Developer Settings in the Brex dashboard)"},"accountId":{"type":"string","required":false,"visibility":"user-or-llm","description":"ID of the cash account (defaults to the primary cash account)"}}},"brex_get_company":{"id":"brex_get_company","name":"Brex Get Company","description":"Get the Brex company associated with the API token","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Brex user token (generated from Developer Settings in the Brex dashboard)"}}},"brex_get_current_user":{"id":"brex_get_current_user","name":"Brex Get Current User","description":"Get the Brex user associated with the API token","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Brex user token (generated from Developer Settings in the Brex 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statements to return (default 100, max 1000)"}}},"brex_list_cash_transactions":{"id":"brex_list_cash_transactions","name":"Brex List Cash Transactions","description":"List transactions for a Brex cash account","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Brex user token (generated from Developer Settings in the Brex dashboard)"},"accountId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the cash account to list transactions for"},"postedAtStart":{"type":"string","required":false,"visibility":"user-or-llm","description":"Only include transactions posted at or after this ISO 8601 timestamp"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor from a previous response"},"limit":{"type":"string","required":false,"visibility":"user-or-llm","description":"Number of transactions to return (default 100, max 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previous response"},"limit":{"type":"string","required":false,"visibility":"user-or-llm","description":"Number of locations to return (default 100, max 1000)"}}},"brex_list_spend_limits":{"id":"brex_list_spend_limits","name":"Brex List Spend Limits","description":"List spend limits in the Brex account, optionally filtered by member user","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Brex user token (generated from Developer Settings in the Brex dashboard)"},"memberUserIds":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated user IDs to filter spend limits by member"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor from a previous response"},"limit":{"type":"string","required":false,"visibility":"user-or-llm","description":"Number of spend limits to return (default 100, max 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return (default 100, max 1000)"}}},"brex_list_vendors":{"id":"brex_list_vendors","name":"Brex List Vendors","description":"List vendors in the Brex account, optionally filtered by name","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Brex user token (generated from Developer Settings in the Brex dashboard)"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter vendors by name"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor from a previous response"},"limit":{"type":"string","required":false,"visibility":"user-or-llm","description":"Number of vendors to return (default 100, max 1000)"}}},"brex_match_receipt":{"id":"brex_match_receipt","name":"Brex Match Receipt","description":"Upload a receipt file and let Brex automatically match it with existing 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update"},"memo":{"type":"string","required":true,"visibility":"user-or-llm","description":"New memo for the expense"}}},"brex_update_vendor":{"id":"brex_update_vendor","name":"Brex Update Vendor","description":"Update an existing vendor in the Brex account","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Brex user token (generated from Developer Settings in the Brex dashboard)"},"vendorId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the vendor to update"},"companyName":{"type":"string","required":false,"visibility":"user-or-llm","description":"New name for the vendor"},"email":{"type":"string","required":false,"visibility":"user-or-llm","description":"New email address for the vendor"},"phone":{"type":"string","required":false,"visibility":"user-or-llm","description":"New phone number for the vendor"}}},"brex_upload_receipt":{"id":"brex_upload_receipt","name":"Brex Upload Receipt","description":"Upload a receipt file and attach it to a specific Brex card expense","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Brex user token (generated from Developer Settings in the Brex dashboard)"},"expenseId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the card expense to attach the receipt to"},"file":{"type":"file","required":true,"visibility":"user-or-llm","description":"Receipt file to upload (max 50 MB)"},"receiptName":{"type":"string","required":false,"visibility":"user-or-llm","description":"Receipt file name including extension (defaults to the uploaded file name)"}}},"brightdata_cancel_snapshot":{"id":"brightdata_cancel_snapshot","name":"Bright Data Cancel Snapshot","description":"Cancel an active Bright Data scraping job using its snapshot ID. Terminates data collection in progress.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Bright Data API token"},"snapshotId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The snapshot ID of the collection to cancel (e.g., \\"s_m4x7enmven8djfqak\\")"}}},"brightdata_discover":{"id":"brightdata_discover","name":"Bright Data Discover","description":"AI-powered web discovery that finds and ranks results by intent. Returns up to 20 results with optional cleaned page content for RAG and verification.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Bright Data API token"},"query":{"type":"string","required":true,"visibility":"user-or-llm","description":"The search query (e.g., \\"competitor pricing changes enterprise plan\\")"},"numResults":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to return (1-20). Defaults to 10"},"mode":{"type":"string","required":false,"visibility":"user-or-llm","description":"Search depth and ranking mode: \\"standard\\" (balanced), \\"deep\\" (exhaustive, broader search), \\"fast\\" (optimized for speed), or \\"zeroRanking\\" (raw volume without AI filtering). Defaults to \\"standard\\""},"intent":{"type":"string","required":false,"visibility":"user-or-llm","description":"Describes what the agent is trying to accomplish, used to rank results by relevance (e.g., \\"find official pricing pages and change notes\\")"},"includeContent":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to include cleaned page content in results"},"format":{"type":"string","required":false,"visibility":"user-or-llm","description":"Response format: \\"json\\" or \\"md\\". Defaults to \\"json\\""},"language":{"type":"string","required":false,"visibility":"user-or-llm","description":"Search language code (e.g., \\"en\\", \\"es\\", \\"fr\\"). Defaults to \\"en\\""},"country":{"type":"string","required":false,"visibility":"user-or-llm","description":"Two-letter ISO country code for localized results (e.g., \\"us\\", \\"gb\\")"}}},"brightdata_download_snapshot":{"id":"brightdata_download_snapshot","name":"Bright Data Download Snapshot","description":"Download the results of a completed Bright Data scraping job using its snapshot ID. The snapshot must have ready status.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Bright Data API token"},"snapshotId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The snapshot ID returned when the collection was triggered (e.g., \\"s_m4x7enmven8djfqak\\")"},"format":{"type":"string","required":false,"visibility":"user-or-llm","description":"Output format: \\"json\\", \\"ndjson\\", \\"jsonl\\", or \\"csv\\". Defaults to \\"json\\""},"compress":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to compress the results"}}},"brightdata_scrape_dataset":{"id":"brightdata_scrape_dataset","name":"Bright Data Scrape Dataset","description":"Trigger a Bright Data pre-built scraper to extract structured data from URLs. Supports 660+ scrapers for platforms like Amazon, LinkedIn, Instagram, and more.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Bright Data API token"},"datasetId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Dataset scraper ID from your Bright Data dashboard (e.g., \\"gd_l1viktl72bvl7bjuj0\\")"},"urls":{"type":"string","required":true,"visibility":"user-or-llm","description":"JSON array of URL objects to scrape (e.g., [{\\"url\\": \\"https://example.com/product\\"}])"},"format":{"type":"string","required":false,"visibility":"user-or-llm","description":"Output format: \\"json\\" or \\"csv\\". Defaults to \\"json\\""},"includeErrors":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to include a per-input error report in the results"}}},"brightdata_scrape_url":{"id":"brightdata_scrape_url","name":"Bright Data Scrape URL","description":"Fetch content from any URL using Bright Data Web Unlocker. Bypasses anti-bot protections, CAPTCHAs, and IP blocks automatically.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Bright Data API token"},"zone":{"type":"string","required":true,"visibility":"user-or-llm","description":"Web Unlocker zone name from your Bright Data dashboard (e.g., \\"web_unlocker1\\")"},"url":{"type":"string","required":true,"visibility":"user-or-llm","description":"The URL to scrape (e.g., \\"https://example.com/page\\")"},"format":{"type":"string","required":false,"visibility":"user-or-llm","description":"Response format: \\"raw\\" for HTML or \\"json\\" for parsed content. Defaults to \\"raw\\""},"country":{"type":"string","required":false,"visibility":"user-or-llm","description":"Two-letter country code for geo-targeting (e.g., \\"us\\", \\"gb\\")"},"dataFormat":{"type":"string","required":false,"visibility":"user-or-llm","description":"Convert the response to \\"markdown\\" instead of raw HTML, useful for feeding page content to an LLM. Omit for the default HTML/JSON response"}}},"brightdata_serp_search":{"id":"brightdata_serp_search","name":"Bright Data SERP Search","description":"Search Google, Bing, DuckDuckGo, or Yandex and get structured search results using Bright Data SERP API.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Bright Data API token"},"zone":{"type":"string","required":true,"visibility":"user-or-llm","description":"SERP API zone name from your Bright Data dashboard (e.g., \\"serp_api1\\")"},"query":{"type":"string","required":true,"visibility":"user-or-llm","description":"The search query (e.g., \\"best project management tools\\")"},"searchEngine":{"type":"string","required":false,"visibility":"user-or-llm","description":"Search engine to use: \\"google\\", \\"bing\\", \\"duckduckgo\\", or \\"yandex\\". Defaults to \\"google\\""},"country":{"type":"string","required":false,"visibility":"user-or-llm","description":"Two-letter country code for localized results (e.g., \\"us\\", \\"gb\\")"},"language":{"type":"string","required":false,"visibility":"user-or-llm","description":"Two-letter language code (e.g., \\"en\\", \\"es\\")"},"numResults":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to return (e.g., 10, 20). Defaults to 10"}}},"brightdata_snapshot_status":{"id":"brightdata_snapshot_status","name":"Bright Data Snapshot Status","description":"Check the progress of an async Bright Data scraping job. Returns status: starting, running, ready, or failed.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Bright Data API token"},"snapshotId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The snapshot ID returned when the collection was triggered (e.g., \\"s_m4x7enmven8djfqak\\")"}}},"brightdata_sync_scrape":{"id":"brightdata_sync_scrape","name":"Bright Data Sync Scrape","description":"Scrape URLs synchronously using a Bright Data pre-built scraper and get structured results directly. Supports up to 20 URLs with a 1-minute timeout.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Bright Data API token"},"datasetId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Dataset scraper ID from your Bright Data dashboard (e.g., \\"gd_l1viktl72bvl7bjuj0\\")"},"urls":{"type":"string","required":true,"visibility":"user-or-llm","description":"JSON array of URL objects to scrape, up to 20 (e.g., [{\\"url\\": \\"https://example.com/product\\"}])"},"format":{"type":"string","required":false,"visibility":"user-or-llm","description":"Output format: \\"json\\", \\"ndjson\\", or \\"csv\\". Defaults to \\"json\\""},"includeErrors":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to include error reports in results"}}},"browser_use_run_task":{"id":"browser_use_run_task","name":"Browser Use","description":"Runs a browser automation task using BrowserUse","version":"1.0.0","params":{"task":{"type":"string","required":true,"visibility":"user-or-llm","description":"What should the browser agent do"},"startUrl":{"type":"string","required":false,"visibility":"user-or-llm","description":"Initial page URL to start the agent on (reduces navigation steps)"},"variables":{"type":"json","required":false,"visibility":"user-only","description":"Optional secrets injected into the task (format: {key: value})"},"allowedDomains":{"type":"string","required":false,"visibility":"user-only","description":"Comma-separated list of domains the agent is allowed to visit"},"maxSteps":{"type":"number","required":false,"visibility":"user-only","description":"Maximum number of steps the agent may take (default 100, max 10000)"},"flashMode":{"type":"boolean","required":false,"visibility":"user-only","description":"Enable flash mode (faster, less careful navigation)"},"thinking":{"type":"boolean","required":false,"visibility":"user-only","description":"Enable extended reasoning mode"},"vision":{"type":"string","required":false,"visibility":"user-only","description":"Vision capability: \\"true\\", \\"false\\", or \\"auto\\""},"systemPromptExtension":{"type":"string","required":false,"visibility":"user-only","description":"Optional text appended to the agent system prompt (max 2000 chars)"},"structuredOutput":{"type":"string","required":false,"visibility":"user-only","description":"Stringified JSON schema for the structured output"},"highlightElements":{"type":"boolean","required":false,"visibility":"user-only","description":"Highlight interactive elements on the page (default true)"},"metadata":{"type":"json","required":false,"visibility":"user-only","description":"Custom key-value metadata (up to 10 pairs) for tracking"},"model":{"type":"string","required":false,"visibility":"user-only","description":"LLM model identifier (e.g. browser-use-2.0)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"API key for BrowserUse API"},"profile_id":{"type":"string","required":false,"visibility":"user-only","description":"Browser profile ID for persistent sessions (cookies, login state)"}}},"buffer_create_idea":{"id":"buffer_create_idea","name":"Buffer Create Idea","description":"Save a content idea to a Buffer organization for later drafting and scheduling","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Buffer API key"},"organizationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Buffer organization ID (find it with the Get Account operation)"},"text":{"type":"string","required":true,"visibility":"user-or-llm","description":"Text content of the idea"},"title":{"type":"string","required":false,"visibility":"user-or-llm","description":"Optional title for the idea"},"groupId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Optional idea group (board column) to place the idea in"}}},"buffer_create_post":{"id":"buffer_create_post","name":"Buffer Create Post","description":"Create a post in Buffer for a channel — add it to the queue, share it immediately, schedule it for a specific time, or save it as a draft, optionally with an image or video attachment","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Buffer API key"},"channelId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Channel to create the post for (find it with the Get Channels operation)"},"text":{"type":"string","required":false,"visibility":"user-or-llm","description":"Text content of the post (required unless media is attached)"},"mode":{"type":"string","required":true,"visibility":"user-or-llm","description":"How to share the post: addToQueue, shareNext, shareNow, or customScheduled (requires dueAt)"},"schedulingType":{"type":"string","required":false,"visibility":"user-or-llm","description":"How the post publishes: automatic (Buffer publishes it, default) or notification (you get a mobile reminder)"},"dueAt":{"type":"string","required":false,"visibility":"user-or-llm","description":"Publish time as an ISO 8601 timestamp (required when mode is customScheduled)"},"saveToDraft":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Save the post as a draft instead of scheduling it"},"media":{"type":"file","required":false,"visibility":"user-or-llm","description":"Image or video to attach — an uploaded file, a file reference from a previous block, or a publicly accessible URL. Buffer downloads the media at publish time; uploaded files are shared via a link valid for 7 days, so use a public URL for posts scheduled further out"},"mediaType":{"type":"string","required":false,"visibility":"user-or-llm","description":"Force the attachment type when it cannot be detected from the file or URL: image or video (default auto)"},"mediaAltText":{"type":"string","required":false,"visibility":"user-or-llm","description":"Alt text for an attached image"}}},"buffer_delete_post":{"id":"buffer_delete_post","name":"Buffer Delete Post","description":"Delete a Buffer post by ID","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Buffer API key"},"postId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the post to delete"}}},"buffer_edit_post":{"id":"buffer_edit_post","name":"Buffer Edit Post","description":"Edit an existing Buffer post — update its text, schedule, or media. Attaching new media replaces the existing attachments","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Buffer API key"},"postId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the post to edit"},"text":{"type":"string","required":false,"visibility":"user-or-llm","description":"New text content of the post"},"mode":{"type":"string","required":true,"visibility":"user-or-llm","description":"How to share the post: addToQueue, shareNext, shareNow, or customScheduled (requires dueAt)"},"schedulingType":{"type":"string","required":false,"visibility":"user-or-llm","description":"How the post publishes: automatic (Buffer publishes it, default) or notification (you get a mobile reminder)"},"dueAt":{"type":"string","required":false,"visibility":"user-or-llm","description":"Publish time as an ISO 8601 timestamp (required when mode is customScheduled)"},"saveToDraft":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Save the post as a draft instead of scheduling it"},"media":{"type":"file","required":false,"visibility":"user-or-llm","description":"Image or video to attach — an uploaded file, a file reference from a previous block, or a publicly accessible URL. Buffer downloads the media at publish time; uploaded files are shared via a link valid for 7 days, so use a public URL for posts scheduled further out. Replaces existing attachments"},"mediaType":{"type":"string","required":false,"visibility":"user-or-llm","description":"Force the attachment type when it cannot be detected from the file or URL: image or video (default auto)"},"mediaAltText":{"type":"string","required":false,"visibility":"user-or-llm","description":"Alt text for an attached image"}}},"buffer_get_account":{"id":"buffer_get_account","name":"Buffer Get Account","description":"Get the authenticated Buffer account, including its organizations and their IDs (needed for channel and post operations)","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Buffer API key"}}},"buffer_get_channels":{"id":"buffer_get_channels","name":"Buffer Get Channels","description":"List the social media channels connected to a Buffer organization, including their channel IDs (needed to create posts)","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Buffer API key"},"organizationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Buffer organization ID (find it with the Get Account operation)"}}},"buffer_get_idea_groups":{"id":"buffer_get_idea_groups","name":"Buffer Get Idea Groups","description":"List idea groups (board columns) in a Buffer organization, including the group IDs used when creating ideas","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Buffer API key"},"organizationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Buffer organization ID (find it with the Get Account operation)"}}},"buffer_get_ideas":{"id":"buffer_get_ideas","name":"Buffer Get Ideas","description":"List content ideas saved in a Buffer organization","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Buffer API key"},"organizationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Buffer organization ID (find it with the Get Account operation)"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of ideas to return (default 20)"},"after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor from a previous page (pageInfo.endCursor)"}}},"buffer_get_post":{"id":"buffer_get_post","name":"Buffer Get Post","description":"Get a single Buffer post by ID, including its status, schedule, and media","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Buffer API key"},"postId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the post to fetch"}}},"buffer_get_posts":{"id":"buffer_get_posts","name":"Buffer Get Posts","description":"List posts in a Buffer organization, optionally filtered by channel and status (draft, needs_approval, scheduled, sending, sent, error)","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Buffer API key"},"organizationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Buffer organization ID (find it with the Get Account operation)"},"channelIds":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated channel IDs to filter by"},"status":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated statuses to filter by: draft, needs_approval, scheduled, sending, sent, error"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of posts to return (default 20)"},"after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor from a previous page (pageInfo.endCursor)"},"sortBy":{"type":"string","required":false,"visibility":"user-or-llm","description":"Field to sort by: dueAt or createdAt (default dueAt)"},"sortDirection":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort direction: asc or desc (default asc)"}}},"calcom_cancel_booking":{"id":"calcom_cancel_booking","name":"Cal.com Cancel Booking","description":"Cancel an existing booking","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Cal.com OAuth access token"},"bookingUid":{"type":"string","required":true,"visibility":"user-or-llm","description":"Unique identifier (UID) of the booking to cancel"},"cancellationReason":{"type":"string","required":false,"visibility":"user-or-llm","description":"Reason for cancelling the booking"}},"oauth":{"required":true,"provider":"calcom"}},"calcom_confirm_booking":{"id":"calcom_confirm_booking","name":"Cal.com Confirm Booking","description":"Confirm a pending booking that requires confirmation","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Cal.com OAuth access token"},"bookingUid":{"type":"string","required":true,"visibility":"user-or-llm","description":"Unique identifier (UID) of the booking to confirm"}},"oauth":{"required":true,"provider":"calcom"}},"calcom_create_booking":{"id":"calcom_create_booking","name":"Cal.com Create Booking","description":"Create a new booking on Cal.com","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Cal.com OAuth access token"},"eventTypeId":{"type":"number","required":true,"visibility":"user-or-llm","description":"The ID of the event type to book"},"start":{"type":"string","required":true,"visibility":"user-or-llm","description":"Start time in UTC ISO 8601 format (e.g., 2024-01-15T09:00:00Z)"},"attendee":{"type":"object","required":true,"visibility":"hidden","description":"Attendee information object with name, email, timeZone, and optional phoneNumber (constructed from individual attendee fields)"},"guests":{"type":"array","required":false,"visibility":"user-or-llm","description":"Array of guest email addresses","items":{"type":"string","description":"Guest email address"}},"lengthInMinutes":{"type":"number","required":false,"visibility":"user-or-llm","description":"Duration of the booking in minutes (overrides event type default)"},"metadata":{"type":"object","required":false,"visibility":"user-or-llm","description":"Custom metadata to attach to the booking"}},"oauth":{"required":true,"provider":"calcom"}},"calcom_create_event_type":{"id":"calcom_create_event_type","name":"Cal.com Create Event Type","description":"Create a new event type in Cal.com","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Cal.com OAuth access token"},"title":{"type":"string","required":true,"visibility":"user-or-llm","description":"Title of the event type"},"slug":{"type":"string","required":true,"visibility":"user-or-llm","description":"Unique slug for the event type URL"},"lengthInMinutes":{"type":"number","required":true,"visibility":"user-or-llm","description":"Duration of the event in minutes"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Description of the event type"},"slotInterval":{"type":"number","required":false,"visibility":"user-or-llm","description":"Interval between available booking slots in minutes"},"minimumBookingNotice":{"type":"number","required":false,"visibility":"user-or-llm","description":"Minimum notice required before booking in minutes"},"beforeEventBuffer":{"type":"number","required":false,"visibility":"user-or-llm","description":"Buffer time before the event in minutes"},"afterEventBuffer":{"type":"number","required":false,"visibility":"user-or-llm","description":"Buffer time after the event in minutes"},"scheduleId":{"type":"number","required":false,"visibility":"user-or-llm","description":"ID of the schedule to use for availability"},"disableGuests":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to disable guests from being added to bookings"}},"oauth":{"required":true,"provider":"calcom"}},"calcom_create_schedule":{"id":"calcom_create_schedule","name":"Cal.com Create Schedule","description":"Create a new availability schedule in Cal.com","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Cal.com OAuth access token"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name of the schedule"},"timeZone":{"type":"string","required":true,"visibility":"user-or-llm","description":"Timezone for the schedule (e.g., America/New_York)"},"isDefault":{"type":"boolean","required":true,"visibility":"user-or-llm","description":"Whether this schedule should be the default"},"availability":{"type":"array","required":false,"visibility":"user-or-llm","description":"Availability intervals for the schedule","items":{"type":"object","description":"Availability interval","properties":{"days":{"type":"array","description":"Days of the week (Monday, Tuesday, Wednesday, Thursday, Friday, Saturday, Sunday)"},"startTime":{"type":"string","description":"Start time in HH:MM format"},"endTime":{"type":"string","description":"End time in HH:MM format"}}}}},"oauth":{"required":true,"provider":"calcom"}},"calcom_decline_booking":{"id":"calcom_decline_booking","name":"Cal.com Decline Booking","description":"Decline a pending booking request","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Cal.com OAuth access token"},"bookingUid":{"type":"string","required":true,"visibility":"user-or-llm","description":"Unique identifier (UID) of the booking to decline"},"reason":{"type":"string","required":false,"visibility":"user-or-llm","description":"Reason for declining the booking"}},"oauth":{"required":true,"provider":"calcom"}},"calcom_delete_event_type":{"id":"calcom_delete_event_type","name":"Cal.com Delete Event Type","description":"Delete an event type from Cal.com","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Cal.com OAuth access token"},"eventTypeId":{"type":"number","required":true,"visibility":"user-or-llm","description":"Event type ID to delete"}},"oauth":{"required":true,"provider":"calcom"}},"calcom_delete_schedule":{"id":"calcom_delete_schedule","name":"Cal.com Delete Schedule","description":"Delete a schedule from Cal.com","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Cal.com OAuth access token"},"scheduleId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the schedule to delete"}},"oauth":{"required":true,"provider":"calcom"}},"calcom_get_booking":{"id":"calcom_get_booking","name":"Cal.com Get Booking","description":"Get details of a specific booking by its UID","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Cal.com OAuth access token"},"bookingUid":{"type":"string","required":true,"visibility":"user-or-llm","description":"Unique identifier (UID) of the booking"}},"oauth":{"required":true,"provider":"calcom"}},"calcom_get_default_schedule":{"id":"calcom_get_default_schedule","name":"Cal.com Get Default Schedule","description":"Get the default availability schedule from Cal.com","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Cal.com OAuth access token"}},"oauth":{"required":true,"provider":"calcom"}},"calcom_get_event_type":{"id":"calcom_get_event_type","name":"Cal.com Get Event Type","description":"Get detailed information about a specific event type","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Cal.com OAuth access token"},"eventTypeId":{"type":"number","required":true,"visibility":"user-or-llm","description":"Event type ID to retrieve"}},"oauth":{"required":true,"provider":"calcom"}},"calcom_get_schedule":{"id":"calcom_get_schedule","name":"Cal.com Get Schedule","description":"Get a specific schedule by ID from Cal.com","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Cal.com OAuth access token"},"scheduleId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the schedule to retrieve"}},"oauth":{"required":true,"provider":"calcom"}},"calcom_get_slots":{"id":"calcom_get_slots","name":"Cal.com Get Slots","description":"Get available booking slots for a Cal.com event type within a time range","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Cal.com OAuth access token"},"start":{"type":"string","required":true,"visibility":"user-or-llm","description":"Start of time range in UTC ISO 8601 format (e.g., 2024-01-15T00:00:00Z)"},"end":{"type":"string","required":true,"visibility":"user-or-llm","description":"End of time range in UTC ISO 8601 format (e.g., 2024-01-22T00:00:00Z)"},"eventTypeId":{"type":"number","required":false,"visibility":"user-or-llm","description":"Event type ID for direct lookup"},"eventTypeSlug":{"type":"string","required":false,"visibility":"user-or-llm","description":"Event type slug (requires username to be set)"},"username":{"type":"string","required":false,"visibility":"user-or-llm","description":"Username for personal event types (required when using eventTypeSlug)"},"timeZone":{"type":"string","required":false,"visibility":"user-or-llm","description":"Timezone for returned slots (defaults to UTC)"},"duration":{"type":"number","required":false,"visibility":"user-or-llm","description":"Slot length in minutes"}},"oauth":{"required":true,"provider":"calcom"}},"calcom_list_bookings":{"id":"calcom_list_bookings","name":"Cal.com List Bookings","description":"List all bookings with optional status filter","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Cal.com OAuth access token"},"status":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter bookings by status: upcoming, recurring, past, cancelled, or unconfirmed"},"take":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of bookings to return (pagination limit)"},"skip":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of bookings to skip (pagination offset)"}},"oauth":{"required":true,"provider":"calcom"}},"calcom_list_event_types":{"id":"calcom_list_event_types","name":"Cal.com List Event Types","description":"Retrieve a list of all event types","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Cal.com OAuth access token"},"sortCreatedAt":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort by creation date: \\"asc\\" or \\"desc\\""}},"oauth":{"required":true,"provider":"calcom"}},"calcom_list_schedules":{"id":"calcom_list_schedules","name":"Cal.com List Schedules","description":"List all availability schedules from Cal.com","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Cal.com OAuth access token"}},"oauth":{"required":true,"provider":"calcom"}},"calcom_reschedule_booking":{"id":"calcom_reschedule_booking","name":"Cal.com Reschedule Booking","description":"Reschedule an existing booking to a new time","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Cal.com OAuth access token"},"bookingUid":{"type":"string","required":true,"visibility":"user-or-llm","description":"Unique identifier (UID) of the booking to reschedule"},"start":{"type":"string","required":true,"visibility":"user-or-llm","description":"New start time in UTC ISO 8601 format (e.g., 2024-01-15T09:00:00Z)"},"reschedulingReason":{"type":"string","required":false,"visibility":"user-or-llm","description":"Reason for rescheduling the booking"}},"oauth":{"required":true,"provider":"calcom"}},"calcom_update_event_type":{"id":"calcom_update_event_type","name":"Cal.com Update Event Type","description":"Update an existing event type in Cal.com","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Cal.com OAuth access token"},"eventTypeId":{"type":"number","required":true,"visibility":"user-or-llm","description":"Event type ID to update (e.g., 12345)"},"title":{"type":"string","required":false,"visibility":"user-only","description":"Title of the event type"},"slug":{"type":"string","required":false,"visibility":"user-only","description":"Unique slug for the event type URL"},"lengthInMinutes":{"type":"number","required":false,"visibility":"user-only","description":"Duration of the event in minutes"},"description":{"type":"string","required":false,"visibility":"user-only","description":"Description of the event type"},"slotInterval":{"type":"number","required":false,"visibility":"user-only","description":"Interval between available booking slots in minutes"},"minimumBookingNotice":{"type":"number","required":false,"visibility":"user-only","description":"Minimum notice required before booking in minutes"},"beforeEventBuffer":{"type":"number","required":false,"visibility":"user-only","description":"Buffer time before the event in minutes"},"afterEventBuffer":{"type":"number","required":false,"visibility":"user-only","description":"Buffer time after the event in minutes"},"scheduleId":{"type":"number","required":false,"visibility":"user-only","description":"ID of the schedule to use for availability"},"disableGuests":{"type":"boolean","required":false,"visibility":"user-only","description":"Whether to disable guests from being added to bookings"}},"oauth":{"required":true,"provider":"calcom"}},"calcom_update_schedule":{"id":"calcom_update_schedule","name":"Cal.com Update Schedule","description":"Update an existing schedule in Cal.com","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Cal.com OAuth access token"},"scheduleId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the schedule to update"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"New name for the schedule"},"timeZone":{"type":"string","required":false,"visibility":"user-or-llm","description":"New timezone for the schedule (e.g., America/New_York)"},"isDefault":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether this schedule should be the default"},"availability":{"type":"array","required":false,"visibility":"user-or-llm","description":"New availability intervals for the schedule","items":{"type":"object","description":"Availability interval","properties":{"days":{"type":"array","description":"Days of the week (Monday, Tuesday, Wednesday, Thursday, Friday, Saturday, Sunday)"},"startTime":{"type":"string","description":"Start time in HH:MM format"},"endTime":{"type":"string","description":"End time in HH:MM format"}}}}},"oauth":{"required":true,"provider":"calcom"}},"calendly_cancel_event":{"id":"calendly_cancel_event","name":"Calendly Cancel Event","description":"Cancel a scheduled event","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Calendly Personal Access Token"},"eventUuid":{"type":"string","required":true,"visibility":"user-or-llm","description":"Scheduled event UUID to cancel. Format: UUID (e.g., \\"abc123-def456\\") or full URI (e.g., \\"https://api.calendly.com/scheduled_events/abc123-def456\\")"},"reason":{"type":"string","required":false,"visibility":"user-only","description":"Reason for cancellation (will be sent to invitees)"}}},"calendly_create_webhook":{"id":"calendly_create_webhook","name":"Calendly Create Webhook","description":"Create a new webhook subscription to receive real-time event notifications","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Calendly Personal Access Token"},"url":{"type":"string","required":true,"visibility":"user-only","description":"URL to receive webhook events (must be HTTPS)"},"events":{"type":"json","required":true,"visibility":"user-only","description":"Array of event types to subscribe to (e.g., [\\"invitee.created\\", \\"invitee.canceled\\"])"},"organization":{"type":"string","required":true,"visibility":"user-or-llm","description":"Organization URI. Format: URI (e.g., \\"https://api.calendly.com/organizations/abc123-def456\\")"},"user":{"type":"string","required":false,"visibility":"user-or-llm","description":"User URI (required for user-scoped webhooks). Format: URI (e.g., \\"https://api.calendly.com/users/abc123-def456\\")"},"scope":{"type":"string","required":true,"visibility":"user-or-llm","description":"Webhook scope. Format: \\"organization\\" or \\"user\\""},"signing_key":{"type":"string","required":false,"visibility":"user-only","description":"Optional signing key to verify webhook signatures"}}},"calendly_delete_webhook":{"id":"calendly_delete_webhook","name":"Calendly Delete Webhook","description":"Delete a webhook subscription","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Calendly Personal Access Token"},"webhookUuid":{"type":"string","required":true,"visibility":"user-or-llm","description":"Webhook subscription UUID to delete. Format: UUID (e.g., \\"abc123-def456\\") or full URI (e.g., \\"https://api.calendly.com/webhook_subscriptions/abc123-def456\\")"}}},"calendly_get_current_user":{"id":"calendly_get_current_user","name":"Calendly Get Current User","description":"Get information about the currently authenticated Calendly user","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Calendly Personal Access Token"}}},"calendly_get_event_type":{"id":"calendly_get_event_type","name":"Calendly Get Event Type","description":"Get detailed information about a specific event type","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Calendly Personal Access Token"},"eventTypeUuid":{"type":"string","required":true,"visibility":"user-or-llm","description":"Event type UUID. Format: UUID (e.g., \\"abc123-def456\\") or full URI (e.g., \\"https://api.calendly.com/event_types/abc123-def456\\")"}}},"calendly_get_scheduled_event":{"id":"calendly_get_scheduled_event","name":"Calendly Get Scheduled Event","description":"Get detailed information about a specific scheduled event","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Calendly Personal Access Token"},"eventUuid":{"type":"string","required":true,"visibility":"user-or-llm","description":"Scheduled event UUID. Format: UUID (e.g., \\"abc123-def456\\") or full URI (e.g., \\"https://api.calendly.com/scheduled_events/abc123-def456\\")"}}},"calendly_list_event_invitees":{"id":"calendly_list_event_invitees","name":"Calendly List Event Invitees","description":"Retrieve a list of invitees for a scheduled event","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Calendly Personal Access Token"},"eventUuid":{"type":"string","required":true,"visibility":"user-or-llm","description":"Scheduled event UUID. Format: UUID (e.g., \\"abc123-def456\\") or full URI (e.g., \\"https://api.calendly.com/scheduled_events/abc123-def456\\")"},"count":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page. Format: integer (default: 20, max: 100)"},"email":{"type":"string","required":false,"visibility":"user-only","description":"Filter invitees by email address"},"pageToken":{"type":"string","required":false,"visibility":"user-or-llm","description":"Page token for pagination. Format: opaque string from previous response next_page_token"},"sort":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort order for results. Format: \\"field:direction\\" (e.g., \\"created_at:asc\\", \\"created_at:desc\\")"},"status":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by status. Format: \\"active\\" or \\"canceled\\""}}},"calendly_list_event_types":{"id":"calendly_list_event_types","name":"Calendly List Event Types","description":"Retrieve a list of all event types for a user or organization","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Calendly Personal Access Token"},"user":{"type":"string","required":false,"visibility":"user-or-llm","description":"Return only event types that belong to this user. Format: URI (e.g., \\"https://api.calendly.com/users/abc123-def456\\")"},"organization":{"type":"string","required":false,"visibility":"user-or-llm","description":"Return only event types that belong to this organization. Format: URI (e.g., \\"https://api.calendly.com/organizations/abc123-def456\\")"},"count":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page. Format: integer (default: 20, max: 100)"},"pageToken":{"type":"string","required":false,"visibility":"user-or-llm","description":"Page token for pagination. Format: opaque string from previous response next_page_token"},"sort":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort order for results. Format: \\"field:direction\\" (e.g., \\"name:asc\\", \\"name:desc\\")"},"active":{"type":"boolean","required":false,"visibility":"user-only","description":"When true, show only active event types. When false or unchecked, show all event types (both active and inactive)."}}},"calendly_list_scheduled_events":{"id":"calendly_list_scheduled_events","name":"Calendly List Scheduled Events","description":"Retrieve a list of scheduled events for a user or organization","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Calendly Personal Access Token"},"user":{"type":"string","required":false,"visibility":"user-or-llm","description":"Return events that belong to this user. Either \\"user\\" or \\"organization\\" must be provided. Format: URI (e.g., \\"https://api.calendly.com/users/abc123-def456\\")"},"organization":{"type":"string","required":false,"visibility":"user-or-llm","description":"Return events that belong to this organization. Either \\"user\\" or \\"organization\\" must be provided. Format: URI (e.g., \\"https://api.calendly.com/organizations/abc123-def456\\")"},"invitee_email":{"type":"string","required":false,"visibility":"user-only","description":"Return events where invitee has this email"},"count":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page. Format: integer (default: 20, max: 100)"},"max_start_time":{"type":"string","required":false,"visibility":"user-or-llm","description":"Return events with start time before this time. Format: ISO 8601 (e.g., \\"2024-01-15T09:00:00Z\\")"},"min_start_time":{"type":"string","required":false,"visibility":"user-or-llm","description":"Return events with start time after this time. Format: ISO 8601 (e.g., \\"2024-01-01T00:00:00Z\\")"},"pageToken":{"type":"string","required":false,"visibility":"user-or-llm","description":"Page token for pagination. Format: opaque string from previous response next_page_token"},"sort":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort order for results. Format: \\"field:direction\\" (e.g., \\"start_time:asc\\", \\"start_time:desc\\")"},"status":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by status. Format: \\"active\\" or \\"canceled\\""}}},"calendly_list_webhooks":{"id":"calendly_list_webhooks","name":"Calendly List Webhooks","description":"Retrieve a list of webhook subscriptions for an organization","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Calendly Personal Access Token"},"organization":{"type":"string","required":true,"visibility":"user-or-llm","description":"Organization URI to list webhooks for. Format: URI (e.g., \\"https://api.calendly.com/organizations/abc123-def456\\")"},"count":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page. Format: integer (default: 20, max: 100)"},"pageToken":{"type":"string","required":false,"visibility":"user-or-llm","description":"Page token for pagination. Format: opaque string from previous response next_page_token"},"scope":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by scope. Format: \\"organization\\" or \\"user\\""},"user":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter webhooks by user URI (for user-scoped webhooks). Format: URI (e.g., \\"https://api.calendly.com/users/abc123-def456\\")"}}},"clay_populate":{"id":"clay_populate","name":"Clay Populate","description":"Populate Clay with data from a JSON file. Enables direct communication and notifications with timestamp tracking and channel confirmation.","version":"1.0.0","params":{"webhookURL":{"type":"string","required":true,"visibility":"user-only","description":"The webhook URL to populate"},"data":{"type":"json","required":true,"visibility":"user-or-llm","description":"The data to populate"},"authToken":{"type":"string","required":false,"visibility":"user-only","description":"Optional auth token for Clay webhook authentication (most webhooks do not require this)"}}},"clerk_add_organization_member":{"id":"clerk_add_organization_member","name":"Add Organization Member in Clerk","description":"Add a user as a member of a Clerk organization with a given role","version":"1.0.0","params":{"secretKey":{"type":"string","required":true,"visibility":"user-only","description":"The Clerk Secret Key for API authentication"},"organizationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the organization (e.g., org_2NNEqL2nrIRdJ194ndJqAHwEfxC)"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the user to add as a member"},"role":{"type":"string","required":true,"visibility":"user-or-llm","description":"Role to assign, e.g. org:admin or org:member"}}},"clerk_ban_user":{"id":"clerk_ban_user","name":"Ban User in Clerk","description":"Ban a user, preventing them from signing in","version":"1.0.0","params":{"secretKey":{"type":"string","required":true,"visibility":"user-only","description":"The Clerk Secret Key for API authentication"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the user to ban (e.g., user_2NNEqL2nrIRdJ194ndJqAHwEfxC)"}}},"clerk_create_actor_token":{"id":"clerk_create_actor_token","name":"Create Actor Token in Clerk","description":"Create an actor token to impersonate a user (God Mode / act-as-user), e.g. for support tooling","version":"1.0.0","params":{"secretKey":{"type":"string","required":true,"visibility":"user-only","description":"The Clerk Secret Key for API authentication"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the user to impersonate"},"actor":{"type":"json","required":true,"visibility":"user-or-llm","description":"Actor JSON object identifying who is impersonating, must include a \\"sub\\" field, e.g. {\\"sub\\": \\"user_support_agent_id\\"}"},"expiresInSeconds":{"type":"number","required":false,"visibility":"user-or-llm","description":"Seconds until the token expires (default 3600)"},"sessionMaxDurationInSeconds":{"type":"number","required":false,"visibility":"user-or-llm","description":"Max duration in seconds for sessions created with this token (default 1800)"}}},"clerk_create_allowlist_identifier":{"id":"clerk_create_allowlist_identifier","name":"Create Allowlist Identifier in Clerk","description":"Add an email, phone number, or web3 wallet to your Clerk instance allowlist","version":"1.0.0","params":{"secretKey":{"type":"string","required":true,"visibility":"user-only","description":"The Clerk Secret Key for API authentication"},"identifier":{"type":"string","required":true,"visibility":"user-or-llm","description":"Email address, phone number, or web3 wallet to allow (wildcards like *@example.com supported for email)"},"notify":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to notify the identifier owner by email (default false)"}}},"clerk_create_blocklist_identifier":{"id":"clerk_create_blocklist_identifier","name":"Create Blocklist Identifier in Clerk","description":"Add an email, phone number, or web3 wallet to your Clerk instance blocklist to prevent sign-ups","version":"1.0.0","params":{"secretKey":{"type":"string","required":true,"visibility":"user-only","description":"The Clerk Secret Key for API authentication"},"identifier":{"type":"string","required":true,"visibility":"user-or-llm","description":"Email address, phone number, or web3 wallet to block"}}},"clerk_create_organization":{"id":"clerk_create_organization","name":"Create Organization in Clerk","description":"Create a new organization in your Clerk application","version":"1.0.0","params":{"secretKey":{"type":"string","required":true,"visibility":"user-only","description":"The Clerk Secret Key for API authentication"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name of the organization"},"createdBy":{"type":"string","required":true,"visibility":"user-or-llm","description":"User ID of the creator who will become admin (e.g., user_2NNEqL2nrIRdJ194ndJqAHwEfxC)"},"slug":{"type":"string","required":false,"visibility":"user-or-llm","description":"Slug identifier for the organization"},"maxAllowedMemberships":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum member capacity (0 for unlimited)"},"publicMetadata":{"type":"json","required":false,"visibility":"user-or-llm","description":"Public metadata (JSON object)"},"privateMetadata":{"type":"json","required":false,"visibility":"user-or-llm","description":"Private metadata (JSON object)"}}},"clerk_create_organization_invitation":{"id":"clerk_create_organization_invitation","name":"Create Organization Invitation in Clerk","description":"Invite a user by email to join a Clerk organization with a given role","version":"1.0.0","params":{"secretKey":{"type":"string","required":true,"visibility":"user-only","description":"The Clerk Secret Key for API authentication"},"organizationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the organization (e.g., org_2NNEqL2nrIRdJ194ndJqAHwEfxC)"},"emailAddress":{"type":"string","required":true,"visibility":"user-or-llm","description":"Email address of the user to invite"},"role":{"type":"string","required":true,"visibility":"user-or-llm","description":"Role to assign on acceptance, e.g. org:admin or org:member"},"inviterUserId":{"type":"string","required":false,"visibility":"user-or-llm","description":"User ID of the inviter"},"redirectUrl":{"type":"string","required":false,"visibility":"user-or-llm","description":"URL to redirect to after the invitation is accepted"},"expiresInDays":{"type":"number","required":false,"visibility":"user-or-llm","description":"Days until the invitation expires (1-365, default 30)"},"publicMetadata":{"type":"json","required":false,"visibility":"user-or-llm","description":"Public metadata (JSON object)"},"privateMetadata":{"type":"json","required":false,"visibility":"user-or-llm","description":"Private metadata (JSON object)"},"notify":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether Clerk sends the invitation email (default true)"}}},"clerk_create_user":{"id":"clerk_create_user","name":"Create User in Clerk","description":"Create a new user in your Clerk application","version":"1.0.0","params":{"secretKey":{"type":"string","required":true,"visibility":"user-only","description":"The Clerk Secret Key for API authentication"},"emailAddress":{"type":"string","required":false,"visibility":"user-or-llm","description":"Email addresses for the user (comma-separated for multiple)"},"phoneNumber":{"type":"string","required":false,"visibility":"user-or-llm","description":"Phone numbers for the user (comma-separated for multiple)"},"username":{"type":"string","required":false,"visibility":"user-or-llm","description":"Username for the user (must be unique)"},"password":{"type":"string","required":false,"visibility":"user-or-llm","description":"Password for the user (minimum 8 characters)"},"firstName":{"type":"string","required":false,"visibility":"user-or-llm","description":"First name of the user"},"lastName":{"type":"string","required":false,"visibility":"user-or-llm","description":"Last name of the user"},"externalId":{"type":"string","required":false,"visibility":"user-or-llm","description":"External system identifier (must be unique)"},"publicMetadata":{"type":"json","required":false,"visibility":"user-or-llm","description":"Public metadata (JSON object, readable from frontend)"},"privateMetadata":{"type":"json","required":false,"visibility":"user-or-llm","description":"Private metadata (JSON object, backend only)"},"unsafeMetadata":{"type":"json","required":false,"visibility":"user-or-llm","description":"Unsafe metadata (JSON object, modifiable from frontend)"},"skipPasswordChecks":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Skip password validation checks"},"skipPasswordRequirement":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Make password optional"}}},"clerk_delete_allowlist_identifier":{"id":"clerk_delete_allowlist_identifier","name":"Delete Allowlist Identifier from Clerk","description":"Remove an identifier from your Clerk instance allowlist","version":"1.0.0","params":{"secretKey":{"type":"string","required":true,"visibility":"user-only","description":"The Clerk Secret Key for API authentication"},"identifierId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the allowlist identifier to delete"}}},"clerk_delete_blocklist_identifier":{"id":"clerk_delete_blocklist_identifier","name":"Delete Blocklist Identifier from Clerk","description":"Remove an identifier from your Clerk instance blocklist","version":"1.0.0","params":{"secretKey":{"type":"string","required":true,"visibility":"user-only","description":"The Clerk Secret Key for API authentication"},"identifierId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the blocklist identifier to delete"}}},"clerk_delete_organization":{"id":"clerk_delete_organization","name":"Delete Organization from Clerk","description":"Delete an organization from your Clerk application","version":"1.0.0","params":{"secretKey":{"type":"string","required":true,"visibility":"user-only","description":"The Clerk Secret Key for API authentication"},"organizationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the organization to delete (e.g., org_2NNEqL2nrIRdJ194ndJqAHwEfxC)"}}},"clerk_delete_user":{"id":"clerk_delete_user","name":"Delete User from Clerk","description":"Delete a user from your Clerk application","version":"1.0.0","params":{"secretKey":{"type":"string","required":true,"visibility":"user-only","description":"The Clerk Secret Key for API authentication"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the user to delete (e.g., user_2NNEqL2nrIRdJ194ndJqAHwEfxC)"}}},"clerk_get_jwt_template":{"id":"clerk_get_jwt_template","name":"Get JWT Template from Clerk","description":"Retrieve a single custom JWT template by ID from Clerk","version":"1.0.0","params":{"secretKey":{"type":"string","required":true,"visibility":"user-only","description":"The Clerk Secret Key for API authentication"},"templateId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the JWT template to retrieve"}}},"clerk_get_organization":{"id":"clerk_get_organization","name":"Get Organization from Clerk","description":"Retrieve a single organization by ID or slug from Clerk","version":"1.0.0","params":{"secretKey":{"type":"string","required":true,"visibility":"user-only","description":"The Clerk Secret Key for API 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org:admin,org:member)"}}},"clerk_list_organizations":{"id":"clerk_list_organizations","name":"List Organizations from Clerk","description":"List all organizations in your Clerk application with optional filtering","version":"1.0.0","params":{"secretKey":{"type":"string","required":true,"visibility":"user-only","description":"The Clerk Secret Key for API authentication"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (e.g., 10, 50, 100; range: 1-500, default: 10)"},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to skip for pagination (e.g., 0, 10, 20)"},"includeMembersCount":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Include member count for each organization"},"query":{"type":"string","required":false,"visibility":"user-or-llm","description":"Search by organization ID, name, or slug (e.g., Acme Corp or acme-corp)"},"orderBy":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort field (name, created_at, members_count) with +/- prefix"}}},"clerk_list_sessions":{"id":"clerk_list_sessions","name":"List Sessions from Clerk","description":"List sessions for a user or client in your Clerk application","version":"1.0.0","params":{"secretKey":{"type":"string","required":true,"visibility":"user-only","description":"The Clerk Secret Key for API authentication"},"userId":{"type":"string","required":false,"visibility":"user-or-llm","description":"User ID to list sessions for (e.g., user_2NNEqL2nrIRdJ194ndJqAHwEfxC; required if clientId not provided)"},"clientId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Client ID to list sessions for (required if userId not provided)"},"status":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by session status (abandoned, active, ended, expired, pending, removed, replaced, revoked)"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (e.g., 10, 50, 100; range: 1-500, default: 10)"},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to skip for pagination (e.g., 0, 10, 20)"}}},"clerk_list_users":{"id":"clerk_list_users","name":"List Users from Clerk","description":"List all users in your Clerk application with optional filtering and pagination","version":"1.0.0","params":{"secretKey":{"type":"string","required":true,"visibility":"user-only","description":"The Clerk Secret Key for API authentication"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (e.g., 10, 50, 100; range: 1-500, default: 10)"},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to skip for pagination (e.g., 0, 10, 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multiple)"},"query":{"type":"string","required":false,"visibility":"user-or-llm","description":"Search query to match across email, phone, username, and names (e.g., john or john@example.com)"}}},"clerk_lock_user":{"id":"clerk_lock_user","name":"Lock User in Clerk","description":"Lock a user account, blocking sign-in attempts","version":"1.0.0","params":{"secretKey":{"type":"string","required":true,"visibility":"user-only","description":"The Clerk Secret Key for API authentication"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the user to lock (e.g., user_2NNEqL2nrIRdJ194ndJqAHwEfxC)"}}},"clerk_remove_organization_member":{"id":"clerk_remove_organization_member","name":"Remove Organization Member from Clerk","description":"Remove a member from a Clerk organization","version":"1.0.0","params":{"secretKey":{"type":"string","required":true,"visibility":"user-only","description":"The Clerk Secret Key for API 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it","version":"1.0.0","params":{"secretKey":{"type":"string","required":true,"visibility":"user-only","description":"The Clerk Secret Key for API authentication"},"sessionId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the session to revoke (e.g., sess_2NNEqL2nrIRdJ194ndJqAHwEfxC)"}}},"clerk_unban_user":{"id":"clerk_unban_user","name":"Unban User in Clerk","description":"Remove a ban from a user, allowing them to sign in again","version":"1.0.0","params":{"secretKey":{"type":"string","required":true,"visibility":"user-only","description":"The Clerk Secret Key for API authentication"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the user to unban (e.g., user_2NNEqL2nrIRdJ194ndJqAHwEfxC)"}}},"clerk_unlock_user":{"id":"clerk_unlock_user","name":"Unlock User in Clerk","description":"Unlock a previously locked user account","version":"1.0.0","params":{"secretKey":{"type":"string","required":true,"visibility":"user-only","description":"The Clerk Secret Key for API authentication"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the user to unlock (e.g., user_2NNEqL2nrIRdJ194ndJqAHwEfxC)"}}},"clerk_update_organization":{"id":"clerk_update_organization","name":"Update Organization in Clerk","description":"Update an existing organization in your Clerk application","version":"1.0.0","params":{"secretKey":{"type":"string","required":true,"visibility":"user-only","description":"The Clerk Secret Key for API authentication"},"organizationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the organization to update (e.g., org_2NNEqL2nrIRdJ194ndJqAHwEfxC)"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Name of the organization"},"slug":{"type":"string","required":false,"visibility":"user-or-llm","description":"Slug identifier for the organization"},"maxAllowedMemberships":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum member capacity (0 for unlimited)"},"adminDeleteEnabled":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether admins can delete the organization"}}},"clerk_update_organization_membership":{"id":"clerk_update_organization_membership","name":"Update Organization Membership in Clerk","description":"Change a member\'s role within a Clerk organization","version":"1.0.0","params":{"secretKey":{"type":"string","required":true,"visibility":"user-only","description":"The Clerk Secret Key for API authentication"},"organizationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the organization (e.g., org_2NNEqL2nrIRdJ194ndJqAHwEfxC)"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the member whose role is being changed"},"role":{"type":"string","required":true,"visibility":"user-or-llm","description":"New role to assign, e.g. org:admin or org:member"}}},"clerk_update_user":{"id":"clerk_update_user","name":"Update User in Clerk","description":"Update an existing user in your Clerk application","version":"1.0.0","params":{"secretKey":{"type":"string","required":true,"visibility":"user-only","description":"The Clerk Secret Key for API authentication"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the user to update (e.g., user_2NNEqL2nrIRdJ194ndJqAHwEfxC)"},"firstName":{"type":"string","required":false,"visibility":"user-or-llm","description":"First name of the user"},"lastName":{"type":"string","required":false,"visibility":"user-or-llm","description":"Last name of the user"},"username":{"type":"string","required":false,"visibility":"user-or-llm","description":"Username (must be unique)"},"password":{"type":"string","required":false,"visibility":"user-or-llm","description":"New password (minimum 8 characters)"},"externalId":{"type":"string","required":false,"visibility":"user-or-llm","description":"External system identifier"},"primaryEmailAddressId":{"type":"string","required":false,"visibility":"user-or-llm","description":"ID of verified email to set as primary"},"primaryPhoneNumberId":{"type":"string","required":false,"visibility":"user-or-llm","description":"ID of verified phone to set as primary"},"publicMetadata":{"type":"json","required":false,"visibility":"user-or-llm","description":"Public metadata (JSON object)"},"privateMetadata":{"type":"json","required":false,"visibility":"user-or-llm","description":"Private metadata (JSON object)"},"unsafeMetadata":{"type":"json","required":false,"visibility":"user-or-llm","description":"Unsafe metadata (JSON object)"},"skipPasswordChecks":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Skip password validation checks"}}},"clickhouse_count_rows":{"id":"clickhouse_count_rows","name":"ClickHouse Count Rows","description":"Count rows in a ClickHouse table, optionally filtered","version":"1.0.0","params":{"host":{"type":"string","required":true,"visibility":"user-only","description":"ClickHouse server hostname (e.g., your-instance.clickhouse.cloud)"},"port":{"type":"number","required":true,"visibility":"user-only","description":"ClickHouse HTTP interface port (8443 for HTTPS, 8123 for HTTP)"},"database":{"type":"string","required":true,"visibility":"user-only","description":"Database name to connect to"},"username":{"type":"string","required":true,"visibility":"user-only","description":"ClickHouse username"},"password":{"type":"string","required":false,"visibility":"user-only","description":"ClickHouse 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Fields must be included in metrics or dimensions (e.g., \\"+queryCount\\" or \\"-responseTimeAvg\\")"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of results to return"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cloudflare API Token"}}},"cloudflare_get_zone":{"id":"cloudflare_get_zone","name":"Cloudflare Get Zone","description":"Gets details for a specific zone (domain) by its ID.","version":"1.0.0","params":{"zoneId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The zone ID to retrieve details for"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cloudflare API Token"}}},"cloudflare_get_zone_settings":{"id":"cloudflare_get_zone_settings","name":"Cloudflare Get Zone Settings","description":"Gets all settings for a zone including SSL mode, caching level, and security settings.","version":"1.0.0","params":{"zoneId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The zone ID to get settings for"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cloudflare API Token"}}},"cloudflare_list_certificates":{"id":"cloudflare_list_certificates","name":"Cloudflare List Certificates","description":"Lists SSL/TLS certificate packs for a zone.","version":"1.0.0","params":{"zoneId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The zone ID to list certificates for"},"status":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter certificate packs by status (e.g., \\"all\\", \\"active\\", \\"pending\\")"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number of paginated results (default: 1)"},"per_page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of certificate packs per page (default: 20, min: 5, max: 50)"},"deploy":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by deployment environment: \\"staging\\" or \\"production\\""},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cloudflare API Token"}}},"cloudflare_list_dns_records":{"id":"cloudflare_list_dns_records","name":"Cloudflare List DNS Records","description":"Lists DNS records for a specific zone.","version":"1.0.0","params":{"zoneId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The zone ID to list DNS records for"},"type":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by record type (e.g., \\"A\\", \\"AAAA\\", \\"CNAME\\", \\"MX\\", \\"TXT\\")"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by record name (exact match)"},"content":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by record content (exact match)"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number for pagination (default: 1)"},"per_page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of records per page (default: 100, max: 5000000)"},"direction":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort direction (asc or desc)"},"match":{"type":"string","required":false,"visibility":"user-or-llm","description":"Match logic for filters: any or all (default: all)"},"order":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort field (type, name, content, ttl, proxied)"},"proxied":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Filter by proxy status"},"search":{"type":"string","required":false,"visibility":"user-or-llm","description":"Free-text search across record name, content, and value"},"tag":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by an exact tag name"},"tag_match":{"type":"string","required":false,"visibility":"user-or-llm","description":"Tag filter match logic: any or all. Only affects results when combined with multiple tag filter conditions; has no effect with the single exact-match Tag Filter above."},"commentFilter":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter records by comment content (substring match)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cloudflare API Token"}}},"cloudflare_list_zones":{"id":"cloudflare_list_zones","name":"Cloudflare List Zones","description":"Lists all zones (domains) in the Cloudflare account.","version":"1.0.0","params":{"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter zones by domain name (e.g., \\"example.com\\")"},"status":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by zone status: \\"initializing\\", \\"pending\\", \\"active\\", or \\"moved\\""},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number for pagination (default: 1)"},"per_page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of zones per page (default: 20, max: 50)"},"accountId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter zones by account ID"},"order":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort field (name, status, account.id, account.name, plan.id)"},"direction":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort direction (asc, desc)"},"match":{"type":"string","required":false,"visibility":"user-or-llm","description":"Match logic for filters (any, all). 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Mutually exclusive with files, tags, hosts, and prefixes"},"files":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of URLs to purge from cache"},"tags":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of cache tags to purge (Enterprise only)"},"hosts":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of hostnames to purge (Enterprise only)"},"prefixes":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of URL prefixes to purge (Enterprise only)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cloudflare API Token"}}},"cloudflare_update_dns_record":{"id":"cloudflare_update_dns_record","name":"Cloudflare Update DNS Record","description":"Updates an existing DNS record for a 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Required unless usePreviousTemplate is true"},"usePreviousTemplate":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Reuse the template currently associated with the stack (UPDATE change sets only)"},"parameters":{"type":"json","required":false,"visibility":"user-or-llm","description":"Template input parameters (e.g., [{\\"parameterKey\\": \\"InstanceType\\", \\"parameterValue\\": \\"t3.micro\\"}])"},"capabilities":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated capabilities to acknowledge (CAPABILITY_IAM, CAPABILITY_NAMED_IAM, CAPABILITY_AUTO_EXPAND)"},"changeSetType":{"type":"string","required":false,"visibility":"user-or-llm","description":"CREATE (default, new stack), UPDATE (existing stack), or IMPORT (import existing resources)"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Description of the change set for 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\\"parameterValue\\": \\"t3.micro\\"}])"},"capabilities":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated capabilities to acknowledge (CAPABILITY_IAM, CAPABILITY_NAMED_IAM, CAPABILITY_AUTO_EXPAND) required when the template creates IAM resources or uses macros"},"tags":{"type":"json","required":false,"visibility":"user-or-llm","description":"Tags to apply to the stack and its resources (e.g., [{\\"key\\": \\"env\\", \\"value\\": \\"prod\\"}])"},"onFailure":{"type":"string","required":false,"visibility":"user-or-llm","description":"Action to take on creation failure: ROLLBACK (default), DELETE, or DO_NOTHING"},"timeoutInMinutes":{"type":"number","required":false,"visibility":"user-or-llm","description":"Amount of time before the stack creation times out and rolls back"}}},"cloudformation_delete_stack":{"id":"cloudformation_delete_stack","name":"CloudFormation Delete Stack","description":"Delete a CloudFormation stack and its 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name or ID to describe (omit to list all stacks)"}}},"cloudformation_detect_stack_drift":{"id":"cloudformation_detect_stack_drift","name":"CloudFormation Detect Stack Drift","description":"Initiate drift detection on a CloudFormation stack","version":"1.0.0","params":{"awsRegion":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"awsAccessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"awsSecretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"stackName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Stack name or ID to detect drift on"}}},"cloudformation_execute_change_set":{"id":"cloudformation_execute_change_set","name":"CloudFormation Execute Change Set","description":"Apply a previously created and reviewed change set to its 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us-east-1)"},"awsAccessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"awsSecretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"stackName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Stack name or ID"},"templateStage":{"type":"string","required":false,"visibility":"user-or-llm","description":"Which template version to retrieve: Processed (default, with transforms applied) or Original (as submitted)"}}},"cloudformation_get_template_summary":{"id":"cloudformation_get_template_summary","name":"CloudFormation Get Template Summary","description":"Get a summary of a template or deployed stack: resource types, required capabilities, and parameters, without full validation","version":"1.0.0","params":{"awsRegion":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., 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Required if stackName is not provided"},"stackName":{"type":"string","required":false,"visibility":"user-or-llm","description":"Name or ID of a deployed stack to summarize instead of a template body"}}},"cloudformation_list_stack_resources":{"id":"cloudformation_list_stack_resources","name":"CloudFormation List Stack Resources","description":"List all resources in a CloudFormation stack","version":"1.0.0","params":{"awsRegion":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"awsAccessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"awsSecretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"stackName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Stack name or ID"}}},"cloudformation_update_stack":{"id":"cloudformation_update_stack","name":"CloudFormation Update Stack","description":"Update an existing CloudFormation stack with a new or previous template","version":"1.0.0","params":{"awsRegion":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"awsAccessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"awsSecretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"stackName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name or ID of the stack to update"},"templateBody":{"type":"string","required":false,"visibility":"user-or-llm","description":"The new CloudFormation template body (JSON or YAML). Required unless usePreviousTemplate is true"},"usePreviousTemplate":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Reuse the template currently associated with the stack instead of providing templateBody"},"parameters":{"type":"json","required":false,"visibility":"user-or-llm","description":"Template input parameters (e.g., [{\\"parameterKey\\": \\"InstanceType\\", \\"parameterValue\\": \\"t3.micro\\"}])"},"capabilities":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated capabilities to acknowledge (CAPABILITY_IAM, CAPABILITY_NAMED_IAM, CAPABILITY_AUTO_EXPAND)"},"tags":{"type":"json","required":false,"visibility":"user-or-llm","description":"Tags to apply to the stack and its resources (e.g., [{\\"key\\": \\"env\\", \\"value\\": \\"prod\\"}])"}}},"cloudformation_validate_template":{"id":"cloudformation_validate_template","name":"CloudFormation Validate Template","description":"Validate a CloudFormation template for syntax and structural correctness","version":"1.0.0","params":{"awsRegion":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"awsAccessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"awsSecretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"templateBody":{"type":"string","required":true,"visibility":"user-or-llm","description":"The CloudFormation template body (JSON or YAML)"}}},"cloudwatch_describe_alarm_history":{"id":"cloudwatch_describe_alarm_history","name":"CloudWatch Describe Alarm History","description":"Retrieve state-change and configuration history for CloudWatch alarms","version":"1.0.0","params":{"awsRegion":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"awsAccessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"awsSecretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"alarmName":{"type":"string","required":false,"visibility":"user-or-llm","description":"Name of a specific alarm to retrieve history for. 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Returns API-aligned fields only.","version":"2.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cursor API key"}}},"cursor_list_repositories":{"id":"cursor_list_repositories","name":"Cursor List Repositories","description":"List the GitHub repositories accessible to the authenticated user.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cursor API key"}}},"cursor_list_repositories_v2":{"id":"cursor_list_repositories_v2","name":"Cursor List Repositories","description":"List the GitHub repositories accessible to the authenticated user. Returns API-aligned fields only.","version":"2.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cursor API key"}}},"cursor_stop_agent":{"id":"cursor_stop_agent","name":"Cursor Stop Agent","description":"Stop a running cloud agent. This pauses the agent without deleting it.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cursor API key"},"agentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Unique identifier for the cloud agent (e.g., bc_abc123)"}}},"cursor_stop_agent_v2":{"id":"cursor_stop_agent_v2","name":"Cursor Stop Agent","description":"Stop a running cloud agent. Returns API-aligned fields only.","version":"2.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cursor API key"},"agentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Unique identifier for the cloud agent (e.g., bc_abc123)"}}},"dagster_delete_run":{"id":"dagster_delete_run","name":"Dagster Delete Run","description":"Permanently delete a Dagster run record.","version":"1.0.0","params":{"host":{"type":"string","required":true,"visibility":"user-only","description":"Dagster host URL (e.g., https://myorg.dagster.cloud/prod or http://localhost:3001)"},"apiKey":{"type":"string","required":false,"visibility":"user-only","description":"Dagster+ API token (leave blank for OSS / self-hosted)"},"runId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the run to delete"}}},"dagster_get_asset":{"id":"dagster_get_asset","name":"Dagster Get Asset","description":"Get an asset definition and its latest materialization by asset key.","version":"1.0.0","params":{"host":{"type":"string","required":true,"visibility":"user-only","description":"Dagster host URL (e.g., https://myorg.dagster.cloud/prod or http://localhost:3001)"},"apiKey":{"type":"string","required":false,"visibility":"user-only","description":"Dagster+ API token (leave blank for OSS / self-hosted)"},"assetKey":{"type":"string","required":true,"visibility":"user-or-llm","description":"Slash-delimited asset key, e.g. \\"my_asset\\" or \\"raw/events\\""}}},"dagster_get_run":{"id":"dagster_get_run","name":"Dagster Get Run","description":"Get the status and details of a Dagster run by its ID.","version":"1.0.0","params":{"host":{"type":"string","required":true,"visibility":"user-only","description":"Dagster host URL (e.g., https://myorg.dagster.cloud/prod or http://localhost:3000)"},"apiKey":{"type":"string","required":false,"visibility":"user-only","description":"Dagster+ API token (leave blank for OSS / self-hosted)"},"runId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the run to retrieve"}}},"dagster_get_run_logs":{"id":"dagster_get_run_logs","name":"Dagster Get Run Logs","description":"Fetch execution event logs for a Dagster run.","version":"1.0.0","params":{"host":{"type":"string","required":true,"visibility":"user-only","description":"Dagster host URL (e.g., https://myorg.dagster.cloud/prod or http://localhost:3001)"},"apiKey":{"type":"string","required":false,"visibility":"user-only","description":"Dagster+ API token (leave blank for OSS / self-hosted)"},"runId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the run to fetch logs for"},"afterCursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor for paginating through log events (from a previous response)"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of log 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object (optional)"},"tags":{"type":"string","required":false,"visibility":"user-or-llm","description":"Tags as a JSON array of {key, value} objects (optional)"}}},"dagster_list_assets":{"id":"dagster_list_assets","name":"Dagster List Assets","description":"List assets tracked by a Dagster instance, optionally filtered by key prefix.","version":"1.0.0","params":{"host":{"type":"string","required":true,"visibility":"user-only","description":"Dagster host URL (e.g., https://myorg.dagster.cloud/prod or http://localhost:3001)"},"apiKey":{"type":"string","required":false,"visibility":"user-only","description":"Dagster+ API token (leave blank for OSS / self-hosted)"},"prefix":{"type":"string","required":false,"visibility":"user-or-llm","description":"Slash-delimited asset key prefix to filter by, e.g. \\"raw\\" or \\"raw/events\\" (optional)"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Asset key cursor from a previous response, for pagination (optional)"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of assets to return per page (default 100)"}}},"dagster_list_jobs":{"id":"dagster_list_jobs","name":"Dagster List Jobs","description":"List all jobs across repositories in a Dagster instance.","version":"1.0.0","params":{"host":{"type":"string","required":true,"visibility":"user-only","description":"Dagster host URL (e.g., https://myorg.dagster.cloud/prod or http://localhost:3001)"},"apiKey":{"type":"string","required":false,"visibility":"user-only","description":"Dagster+ API token (leave blank for OSS / self-hosted)"}}},"dagster_list_runs":{"id":"dagster_list_runs","name":"Dagster List Runs","description":"List Dagster runs with optional filters by job name, status, and creation-time range, plus cursor pagination.","version":"1.0.0","params":{"host":{"type":"string","required":true,"visibility":"user-only","description":"Dagster host URL (e.g., https://myorg.dagster.cloud/prod or http://localhost:3001)"},"apiKey":{"type":"string","required":false,"visibility":"user-only","description":"Dagster+ API token (leave blank for OSS / self-hosted)"},"jobName":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter runs by job name (optional)"},"statuses":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated run statuses to filter by, e.g. \\"SUCCESS,FAILURE\\" (optional)"},"createdAfter":{"type":"number","required":false,"visibility":"user-or-llm","description":"Only return runs created at or after this Unix timestamp in seconds (optional)"},"createdBefore":{"type":"number","required":false,"visibility":"user-or-llm","description":"Only return runs created at or before this Unix timestamp in seconds (optional)"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Run ID to page after, from a previous response cursor (optional)"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of runs to return (default 20)"}}},"dagster_list_schedules":{"id":"dagster_list_schedules","name":"Dagster List Schedules","description":"List all schedules in a Dagster repository, optionally filtered by status.","version":"1.0.0","params":{"host":{"type":"string","required":true,"visibility":"user-only","description":"Dagster host URL (e.g., https://myorg.dagster.cloud/prod or http://localhost:3001)"},"apiKey":{"type":"string","required":false,"visibility":"user-only","description":"Dagster+ API token (leave blank for OSS / self-hosted)"},"repositoryLocationName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository location (code location) name"},"repositoryName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository name within the code 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(leave blank for OSS / self-hosted)"},"parentRunId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the run to reexecute"},"strategy":{"type":"string","required":true,"visibility":"user-or-llm","description":"Reexecution strategy: ALL_STEPS reruns everything, FROM_FAILURE resumes from failed steps, FROM_ASSET_FAILURE resumes from failed assets"}}},"dagster_report_asset_materialization":{"id":"dagster_report_asset_materialization","name":"Dagster Report Asset Materialization","description":"Report an external (runless) materialization or observation for an asset.","version":"1.0.0","params":{"host":{"type":"string","required":true,"visibility":"user-only","description":"Dagster host URL (e.g., https://myorg.dagster.cloud/prod or http://localhost:3001)"},"apiKey":{"type":"string","required":false,"visibility":"user-only","description":"Dagster+ API token (leave blank for OSS / self-hosted)"},"assetKey":{"type":"string","required":true,"visibility":"user-or-llm","description":"Slash-delimited asset key to report against, e.g. \\"my_asset\\" or \\"raw/events\\""},"eventType":{"type":"string","required":false,"visibility":"user-or-llm","description":"Event type to report: ASSET_MATERIALIZATION (default) or ASSET_OBSERVATION"},"partitionKeys":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated partition keys to report against (optional)"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Human-readable description for the reported event (optional)"}}},"dagster_start_schedule":{"id":"dagster_start_schedule","name":"Dagster Start Schedule","description":"Enable (start) a schedule in a Dagster repository.","version":"1.0.0","params":{"host":{"type":"string","required":true,"visibility":"user-only","description":"Dagster host URL (e.g., https://myorg.dagster.cloud/prod or 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API token (leave blank for OSS / self-hosted)"},"repositoryLocationName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository location (code location) name"},"repositoryName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository name within the code location"},"sensorName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name of the sensor to start"}}},"dagster_stop_schedule":{"id":"dagster_stop_schedule","name":"Dagster Stop Schedule","description":"Disable (stop) a running schedule in Dagster.","version":"1.0.0","params":{"host":{"type":"string","required":true,"visibility":"user-only","description":"Dagster host URL (e.g., https://myorg.dagster.cloud/prod or http://localhost:3001)"},"apiKey":{"type":"string","required":false,"visibility":"user-only","description":"Dagster+ API token (leave blank for OSS / self-hosted)"},"instigationStateId":{"type":"string","required":true,"visibility":"user-or-llm","description":"InstigationState ID of the schedule to stop — available from dagster_list_schedules output"}}},"dagster_stop_sensor":{"id":"dagster_stop_sensor","name":"Dagster Stop Sensor","description":"Disable (stop) a running sensor in Dagster.","version":"1.0.0","params":{"host":{"type":"string","required":true,"visibility":"user-only","description":"Dagster host URL (e.g., https://myorg.dagster.cloud/prod or http://localhost:3001)"},"apiKey":{"type":"string","required":false,"visibility":"user-only","description":"Dagster+ API token (leave blank for OSS / self-hosted)"},"instigationStateId":{"type":"string","required":true,"visibility":"user-or-llm","description":"InstigationState ID of the sensor to stop — available from dagster_list_sensors output"}}},"dagster_terminate_run":{"id":"dagster_terminate_run","name":"Dagster Terminate Run","description":"Terminate an in-progress Dagster 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Range: \\"0s\\" or \\"5s\\" to \\"50s\\". Default: \\"50s\\""}}},"databricks_get_cluster":{"id":"databricks_get_cluster","name":"Databricks Get Cluster","description":"Get the state, configuration, and resource details of a single Databricks cluster by its cluster ID.","version":"1.0.0","params":{"host":{"type":"string","required":true,"visibility":"user-only","description":"Databricks workspace host (e.g., dbc-abc123.cloud.databricks.com)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Databricks Personal Access Token"},"clusterId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the cluster to retrieve"}}},"databricks_get_job":{"id":"databricks_get_job","name":"Databricks Get Job","description":"Get the full definition and settings of a single Databricks job by its job ID.","version":"1.0.0","params":{"host":{"type":"string","required":true,"visibility":"user-only","description":"Databricks workspace host (e.g., dbc-abc123.cloud.databricks.com)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Databricks Personal Access Token"},"jobId":{"type":"number","required":true,"visibility":"user-or-llm","description":"The canonical identifier of the job to retrieve"}}},"databricks_get_run":{"id":"databricks_get_run","name":"Databricks Get Run","description":"Get the status, timing, and details of a Databricks job run by its run ID.","version":"1.0.0","params":{"host":{"type":"string","required":true,"visibility":"user-only","description":"Databricks workspace host (e.g., dbc-abc123.cloud.databricks.com)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Databricks Personal Access Token"},"runId":{"type":"number","required":true,"visibility":"user-or-llm","description":"The canonical identifier of the run"},"includeHistory":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Include repair history in the response"},"includeResolvedValues":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Include resolved parameter values in the response"}}},"databricks_get_run_output":{"id":"databricks_get_run_output","name":"Databricks Get Run Output","description":"Get the output of a completed Databricks job run, including notebook results, error messages, and logs. For multi-task jobs, use the task run ID (not the parent run ID).","version":"1.0.0","params":{"host":{"type":"string","required":true,"visibility":"user-only","description":"Databricks workspace host (e.g., dbc-abc123.cloud.databricks.com)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Databricks Personal Access Token"},"runId":{"type":"number","required":true,"visibility":"user-or-llm","description":"The run ID to get output for. For multi-task jobs, use the task run ID"}}},"databricks_get_statement":{"id":"databricks_get_statement","name":"Databricks Get Statement","description":"Poll a SQL statement by its ID to retrieve status and results. Use this after Execute SQL when a query runs longer than the wait timeout.","version":"1.0.0","params":{"host":{"type":"string","required":true,"visibility":"user-only","description":"Databricks workspace host (e.g., dbc-abc123.cloud.databricks.com)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Databricks Personal Access Token"},"statementId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the statement to fetch (returned by Execute SQL)"}}},"databricks_list_clusters":{"id":"databricks_list_clusters","name":"Databricks List Clusters","description":"List all clusters in a Databricks workspace including their state, configuration, and resource details.","version":"1.0.0","params":{"host":{"type":"string","required":true,"visibility":"user-only","description":"Databricks workspace host (e.g., dbc-abc123.cloud.databricks.com)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Databricks Personal Access Token"}}},"databricks_list_jobs":{"id":"databricks_list_jobs","name":"Databricks List Jobs","description":"List all jobs in a Databricks workspace with optional filtering by name.","version":"1.0.0","params":{"host":{"type":"string","required":true,"visibility":"user-only","description":"Databricks workspace host (e.g., dbc-abc123.cloud.databricks.com)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Databricks Personal Access Token"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of jobs to return (range 1-100, default 20)"},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Offset for pagination"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter jobs by exact name (case-insensitive)"},"expandTasks":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Include task and cluster details in the response (max 100 elements)"}}},"databricks_list_runs":{"id":"databricks_list_runs","name":"Databricks List Runs","description":"List job runs in a Databricks workspace with optional filtering by job, status, and time range.","version":"1.0.0","params":{"host":{"type":"string","required":true,"visibility":"user-only","description":"Databricks workspace host (e.g., dbc-abc123.cloud.databricks.com)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Databricks Personal Access Token"},"jobId":{"type":"number","required":false,"visibility":"user-or-llm","description":"Filter runs by job ID. Omit to list runs across all jobs"},"activeOnly":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Only include active runs (PENDING, RUNNING, or TERMINATING)"},"completedOnly":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Only include completed runs"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of runs to return (range 1-24, default 20)"},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Offset for pagination"},"runType":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by run type (JOB_RUN, WORKFLOW_RUN, SUBMIT_RUN)"},"startTimeFrom":{"type":"number","required":false,"visibility":"user-or-llm","description":"Filter runs started at or after this timestamp (epoch ms)"},"startTimeTo":{"type":"number","required":false,"visibility":"user-or-llm","description":"Filter runs started at or before this timestamp (epoch ms)"}}},"databricks_list_warehouses":{"id":"databricks_list_warehouses","name":"Databricks List Warehouses","description":"List all SQL warehouses in a Databricks workspace including their size, state, and type. Use this to discover the warehouse ID needed for Execute SQL.","version":"1.0.0","params":{"host":{"type":"string","required":true,"visibility":"user-only","description":"Databricks workspace host (e.g., dbc-abc123.cloud.databricks.com)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Databricks Personal Access Token"}}},"databricks_run_job":{"id":"databricks_run_job","name":"Databricks Run Job","description":"Trigger an existing Databricks job to run immediately with optional job-level or notebook parameters.","version":"1.0.0","params":{"host":{"type":"string","required":true,"visibility":"user-only","description":"Databricks workspace host (e.g., dbc-abc123.cloud.databricks.com)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Databricks Personal Access Token"},"jobId":{"type":"number","required":true,"visibility":"user-or-llm","description":"The ID of the job to trigger"},"jobParameters":{"type":"string","required":false,"visibility":"user-or-llm","description":"Job-level parameter overrides as a JSON object (e.g., {\\"key\\": \\"value\\"})"},"notebookParams":{"type":"string","required":false,"visibility":"user-or-llm","description":"Notebook task parameters as a JSON object (e.g., {\\"param1\\": \\"value1\\"})"},"idempotencyToken":{"type":"string","required":false,"visibility":"user-or-llm","description":"Idempotency token to prevent duplicate runs (max 64 characters)"}}},"datadog_cancel_downtime":{"id":"datadog_cancel_downtime","name":"Datadog Cancel Downtime","description":"Cancel a scheduled downtime.","version":"1.0.0","params":{"downtimeId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the downtime to cancel (e.g., \\"abc123def456\\")"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Datadog API key"},"applicationKey":{"type":"string","required":true,"visibility":"user-only","description":"Datadog Application key"},"site":{"type":"string","required":false,"visibility":"user-only","description":"Datadog site/region (default: datadoghq.com)"}}},"datadog_create_downtime":{"id":"datadog_create_downtime","name":"Datadog Create Downtime","description":"Schedule a downtime to suppress monitor notifications during maintenance windows.","version":"1.0.0","params":{"scope":{"type":"string","required":true,"visibility":"user-or-llm","description":"Scope to apply downtime to (e.g., \\"host:myhost\\", \\"env:production\\", or \\"*\\" for all)"},"message":{"type":"string","required":false,"visibility":"user-or-llm","description":"Message to display during downtime"},"start":{"type":"number","required":false,"visibility":"user-or-llm","description":"Unix timestamp for downtime start in seconds (e.g., 1705320000, defaults to now)"},"end":{"type":"number","required":false,"visibility":"user-or-llm","description":"Unix timestamp for downtime end in seconds (e.g., 1705323600)"},"timezone":{"type":"string","required":false,"visibility":"user-or-llm","description":"Timezone for the downtime (e.g., \\"America/New_York\\", \\"UTC\\", \\"Europe/London\\")"},"monitorId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Specific monitor ID to mute (e.g., \\"12345678\\")"},"monitorTags":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated monitor tags to match (e.g., \\"team:backend,priority:high\\")"},"muteFirstRecoveryNotification":{"type":"boolean","required":false,"visibility":"user-only","description":"Mute the first recovery notification"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Datadog API key"},"applicationKey":{"type":"string","required":true,"visibility":"user-only","description":"Datadog Application key"},"site":{"type":"string","required":false,"visibility":"user-only","description":"Datadog site/region (default: datadoghq.com)"}}},"datadog_create_event":{"id":"datadog_create_event","name":"Datadog Create Event","description":"Post an event to the Datadog event stream. Use for deployment notifications, alerts, or any significant occurrences.","version":"1.0.0","params":{"title":{"type":"string","required":true,"visibility":"user-or-llm","description":"Event title"},"text":{"type":"string","required":true,"visibility":"user-or-llm","description":"Event body/description. Supports markdown."},"alertType":{"type":"string","required":false,"visibility":"user-or-llm","description":"Alert type: error, warning, info, success, user_update, recommendation, or snapshot"},"priority":{"type":"string","required":false,"visibility":"user-or-llm","description":"Event priority: normal or low"},"host":{"type":"string","required":false,"visibility":"user-or-llm","description":"Host name to associate with this event (e.g., \\"web-server-01\\", \\"prod-api-1\\")"},"tags":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of tags (e.g., \\"env:production,service:api\\", \\"team:backend,priority:high\\")"},"aggregationKey":{"type":"string","required":false,"visibility":"user-or-llm","description":"Key to aggregate events together"},"sourceTypeName":{"type":"string","required":false,"visibility":"user-or-llm","description":"Source type name for the event"},"dateHappened":{"type":"number","required":false,"visibility":"user-or-llm","description":"Unix timestamp in seconds when the event occurred (e.g., 1705320000, defaults to now)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Datadog API key"},"site":{"type":"string","required":false,"visibility":"user-only","description":"Datadog site/region (default: datadoghq.com)"}}},"datadog_create_monitor":{"id":"datadog_create_monitor","name":"Datadog Create Monitor","description":"Create a new monitor/alert in Datadog. Monitors can track metrics, service checks, events, and more.","version":"1.0.0","params":{"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Monitor name"},"type":{"type":"string","required":true,"visibility":"user-or-llm","description":"Monitor type: metric alert, service check, event alert, process alert, log alert, query alert, composite, synthetics alert, slo alert"},"query":{"type":"string","required":true,"visibility":"user-or-llm","description":"Monitor query (e.g., \\"avg(last_5m):avg:system.cpu.idle{*} < 20\\", \\"logs(\\"status:error\\").index(\\"main\\").rollup(\\"count\\").last(\\"5m\\") > 100\\")"},"message":{"type":"string","required":false,"visibility":"user-or-llm","description":"Message to include with notifications. Can include @-mentions and markdown."},"tags":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of tags"},"priority":{"type":"number","required":false,"visibility":"user-or-llm","description":"Monitor priority (1-5, where 1 is highest)"},"options":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON string of monitor options (thresholds, notify_no_data, renotify_interval, etc.)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Datadog API key"},"applicationKey":{"type":"string","required":true,"visibility":"user-only","description":"Datadog Application key"},"site":{"type":"string","required":false,"visibility":"user-only","description":"Datadog site/region (default: datadoghq.com)"}}},"datadog_get_monitor":{"id":"datadog_get_monitor","name":"Datadog Get Monitor","description":"Retrieve details of a specific monitor by ID.","version":"1.0.0","params":{"monitorId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the monitor to retrieve (e.g., \\"12345678\\")"},"groupStates":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated group states to include (e.g., \\"alert,warn\\", \\"alert,warn,no data,ok\\")"},"withDowntimes":{"type":"boolean","required":false,"visibility":"user-only","description":"Include downtime data with the monitor"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Datadog API key"},"applicationKey":{"type":"string","required":true,"visibility":"user-only","description":"Datadog Application key"},"site":{"type":"string","required":false,"visibility":"user-only","description":"Datadog site/region (default: datadoghq.com)"}}},"datadog_list_downtimes":{"id":"datadog_list_downtimes","name":"Datadog List Downtimes","description":"List all scheduled downtimes in Datadog.","version":"1.0.0","params":{"currentOnly":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Only return currently active downtimes"},"monitorId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by monitor ID (e.g., \\"12345678\\")"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Datadog API key"},"applicationKey":{"type":"string","required":true,"visibility":"user-only","description":"Datadog Application key"},"site":{"type":"string","required":false,"visibility":"user-only","description":"Datadog site/region (default: datadoghq.com)"}}},"datadog_list_monitors":{"id":"datadog_list_monitors","name":"Datadog List Monitors","description":"List all monitors in Datadog with optional filtering by name, tags, or state.","version":"1.0.0","params":{"groupStates":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated group states to filter by (e.g., \\"alert,warn\\", \\"alert,warn,no data,ok\\")"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter monitors by name with partial match (e.g., \\"CPU\\", \\"Production\\")"},"tags":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of tags to filter by (e.g., \\"env:prod,team:backend\\")"},"monitorTags":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of monitor tags to filter by (e.g., \\"service:api,priority:high\\")"},"withDowntimes":{"type":"boolean","required":false,"visibility":"user-only","description":"Include downtime data with monitors"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number for pagination (0-indexed, e.g., 0, 1, 2)"},"pageSize":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of monitors per page (e.g., 50, max: 1000)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Datadog API key"},"applicationKey":{"type":"string","required":true,"visibility":"user-only","description":"Datadog Application key"},"site":{"type":"string","required":false,"visibility":"user-only","description":"Datadog site/region (default: datadoghq.com)"}}},"datadog_mute_monitor":{"id":"datadog_mute_monitor","name":"Datadog Mute Monitor","description":"Mute a monitor to temporarily suppress notifications.","version":"1.0.0","params":{"monitorId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the monitor to mute (e.g., \\"12345678\\")"},"scope":{"type":"string","required":false,"visibility":"user-or-llm","description":"Scope to mute (e.g., \\"host:myhost\\", \\"env:prod\\"). If not specified, mutes all scopes."},"end":{"type":"number","required":false,"visibility":"user-or-llm","description":"Unix timestamp in seconds when the mute should end (e.g., 1705323600). If not specified, mutes indefinitely."},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Datadog API key"},"applicationKey":{"type":"string","required":true,"visibility":"user-only","description":"Datadog Application key"},"site":{"type":"string","required":false,"visibility":"user-only","description":"Datadog site/region (default: datadoghq.com)"}}},"datadog_query_logs":{"id":"datadog_query_logs","name":"Datadog Query Logs","description":"Search and retrieve logs from Datadog. Use for troubleshooting, analysis, or monitoring.","version":"1.0.0","params":{"query":{"type":"string","required":true,"visibility":"user-or-llm","description":"Log search query using Datadog query syntax (e.g., \\"service:web-app status:error\\", \\"host:prod-* @http.status_code:500\\")"},"from":{"type":"string","required":true,"visibility":"user-or-llm","description":"Start time in ISO-8601 format or relative time (e.g., \\"now-1h\\", \\"now-15m\\", \\"2024-01-15T10:00:00Z\\")"},"to":{"type":"string","required":true,"visibility":"user-or-llm","description":"End time in ISO-8601 format or relative time (e.g., \\"now\\", \\"now-5m\\", \\"2024-01-15T12:00:00Z\\")"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of logs to return (e.g., 50, 100, max: 1000)"},"sort":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort order: \\"timestamp\\" for oldest first, \\"-timestamp\\" for newest first"},"indexes":{"type":"string","required":false,"visibility":"user-only","description":"Comma-separated list of log indexes to search"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Datadog API key"},"applicationKey":{"type":"string","required":true,"visibility":"user-only","description":"Datadog Application key"},"site":{"type":"string","required":false,"visibility":"user-only","description":"Datadog site/region (default: datadoghq.com)"}}},"datadog_query_timeseries":{"id":"datadog_query_timeseries","name":"Datadog Query Timeseries","description":"Query metric timeseries data from Datadog. Use for analyzing trends, creating reports, or retrieving metric values.","version":"1.0.0","params":{"query":{"type":"string","required":true,"visibility":"user-or-llm","description":"Datadog metrics query (e.g., \\"avg:system.cpu.user{*}\\", \\"sum:nginx.requests{env:prod}.as_count()\\")"},"from":{"type":"number","required":true,"visibility":"user-or-llm","description":"Start time as Unix timestamp in seconds (e.g., 1705320000)"},"to":{"type":"number","required":true,"visibility":"user-or-llm","description":"End time as Unix timestamp in seconds (e.g., 1705323600)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Datadog API key"},"applicationKey":{"type":"string","required":true,"visibility":"user-only","description":"Datadog Application key"},"site":{"type":"string","required":false,"visibility":"user-only","description":"Datadog site/region (default: datadoghq.com)"}}},"datadog_send_logs":{"id":"datadog_send_logs","name":"Datadog Send Logs","description":"Send log entries to Datadog for centralized logging and analysis.","version":"1.0.0","params":{"logs":{"type":"string","required":true,"visibility":"user-or-llm","description":"JSON array of log entries. Each entry should have message and optionally ddsource, ddtags, hostname, service."},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Datadog API key"},"site":{"type":"string","required":false,"visibility":"user-only","description":"Datadog site/region (default: datadoghq.com)"}}},"datadog_submit_metrics":{"id":"datadog_submit_metrics","name":"Datadog Submit Metrics","description":"Submit custom metrics to Datadog. Use for tracking application performance, business metrics, or custom monitoring data.","version":"1.0.0","params":{"series":{"type":"string","required":true,"visibility":"user-or-llm","description":"JSON array of metric series to submit. Each series should include metric name, type (gauge/rate/count), points (timestamp/value pairs), and optional tags."},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Datadog API key"},"site":{"type":"string","required":false,"visibility":"user-only","description":"Datadog site/region (default: datadoghq.com)"}}},"datagma_enrich_company":{"id":"datagma_enrich_company","name":"Datagma Enrich Company","description":"Enrich a company profile using a domain, company name, or SIREN number (France). Returns size, industry, revenue, and description. Uses 2 credits per match.","version":"1.0.0","params":{"data":{"type":"string","required":true,"visibility":"user-or-llm","description":"Company domain (e.g., \'stripe.com\'), company name, or French SIREN number to enrich"},"companyPremium":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Include LinkedIn company data in the response"},"companyFull":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Include financial information in the response"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Datagma API key"}}},"datagma_enrich_person":{"id":"datagma_enrich_person","name":"Datagma Enrich Person","description":"Enrich a person\'s profile using their email, LinkedIn URL, or full name and company. Returns job title, company, location, and social data. Uses 2 credits per match; add 30 credits when a phone number is found.","version":"1.0.0","params":{"data":{"type":"string","required":true,"visibility":"user-or-llm","description":"Email address, LinkedIn URL, or full name (use companyKeyword when providing a name)"},"companyKeyword":{"type":"string","required":false,"visibility":"user-or-llm","description":"Company name or keyword to disambiguate when data is a full name"},"countryCode":{"type":"string","required":false,"visibility":"user-or-llm","description":"Two-letter country code to improve match accuracy (e.g., \'US\', \'GB\')"},"personFull":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Include education and work history in the response"},"phoneFull":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Attempt to find a mobile phone number (costs 30 additional credits if found)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Datagma API key"}}},"datagma_find_email":{"id":"datagma_find_email","name":"Datagma Find Email","description":"Find a verified work email from a person\'s full name and company. Uses 1 credit when a verified email is found.","version":"1.0.0","params":{"fullName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Person\'s full name (e.g., \'John Doe\')"},"company":{"type":"string","required":true,"visibility":"user-or-llm","description":"Company name or domain (e.g., \'Stripe\' or \'stripe.com\')"},"linkedInSlug":{"type":"string","required":false,"visibility":"user-or-llm","description":"LinkedIn company URL slug to improve match accuracy by 20%+"},"findEmailV2Step":{"type":"number","required":false,"visibility":"user-or-llm","description":"Lookup depth: 3 = full email (default), 2 = domain only"},"findEmailV2Country":{"type":"string","required":false,"visibility":"user-or-llm","description":"User\'s location to improve accuracy (e.g., \'General\', \'Japan\', \'France\')"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Datagma API key"}}},"datagma_find_phone":{"id":"datagma_find_phone","name":"Datagma Find Phone","description":"Find a mobile phone number from a person\'s LinkedIn URL. Optionally supply an email to improve match accuracy. Uses 30 credits when a number is found.","version":"1.0.0","params":{"username":{"type":"string","required":true,"visibility":"user-or-llm","description":"LinkedIn URL of the person (e.g., \'https://linkedin.com/in/johndoe\')"},"email":{"type":"string","required":false,"visibility":"user-or-llm","description":"Email address to improve phone match accuracy"},"minimumMatch":{"type":"number","required":false,"visibility":"user-or-llm","description":"Minimum match confidence threshold (0–1; default 1 for highest precision)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Datagma API key"}}},"datagma_get_credits":{"id":"datagma_get_credits","name":"Datagma Get Credits","description":"Check remaining credit balance on a Datagma account. Free — no credits consumed.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Datagma API key"}}},"daytona_create_sandbox":{"id":"daytona_create_sandbox","name":"Daytona Create Sandbox","description":"Create a new Daytona sandbox for running AI-generated code in isolation","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Daytona API key"},"snapshot":{"type":"string","required":false,"visibility":"user-or-llm","description":"ID or name of the snapshot to create the sandbox from (uses default if empty)"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Name for the sandbox (defaults to the sandbox ID)"},"target":{"type":"string","required":false,"visibility":"user-or-llm","description":"Region where the sandbox will be created (e.g., us, eu)"},"user":{"type":"string","required":false,"visibility":"user-or-llm","description":"User associated with the sandbox"},"env":{"type":"json","required":false,"visibility":"user-or-llm","description":"Environment variables to set in the sandbox as key-value pairs"},"labels":{"type":"json","required":false,"visibility":"user-or-llm","description":"Labels to attach to the sandbox as key-value pairs"},"cpu":{"type":"number","required":false,"visibility":"user-or-llm","description":"CPU cores to allocate to the sandbox"},"memory":{"type":"number","required":false,"visibility":"user-or-llm","description":"Memory to allocate to the sandbox in GB"},"disk":{"type":"number","required":false,"visibility":"user-or-llm","description":"Disk space to allocate to the sandbox in GB"},"autoStopInterval":{"type":"number","required":false,"visibility":"user-or-llm","description":"Auto-stop interval in minutes (0 disables auto-stop)"},"autoArchiveInterval":{"type":"number","required":false,"visibility":"user-or-llm","description":"Auto-archive interval in minutes (0 uses the maximum interval)"},"autoDeleteInterval":{"type":"number","required":false,"visibility":"user-or-llm","description":"Auto-delete interval in minutes (negative disables, 0 deletes immediately on stop)"},"public":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the sandbox HTTP preview is publicly accessible"}}},"daytona_delete_sandbox":{"id":"daytona_delete_sandbox","name":"Daytona Delete Sandbox","description":"Delete a Daytona sandbox","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Daytona API key"},"sandboxId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID or name of the sandbox"}}},"daytona_download_file":{"id":"daytona_download_file","name":"Daytona Download File","description":"Download a file from a Daytona sandbox","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Daytona API key"},"sandboxId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the sandbox to download the file from"},"filePath":{"type":"string","required":true,"visibility":"user-or-llm","description":"Path of the file in the sandbox"}}},"daytona_execute_command":{"id":"daytona_execute_command","name":"Daytona Execute Command","description":"Execute a shell command inside a Daytona sandbox","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Daytona API key"},"sandboxId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the sandbox to execute the command in"},"command":{"type":"string","required":true,"visibility":"user-or-llm","description":"Shell command to execute"},"cwd":{"type":"string","required":false,"visibility":"user-or-llm","description":"Working directory for the command (defaults to the sandbox working directory)"},"env":{"type":"json","required":false,"visibility":"user-or-llm","description":"Environment variables to set for the command as key-value pairs"},"timeout":{"type":"number","required":false,"visibility":"user-or-llm","description":"Timeout in seconds (defaults to 10 seconds)"}}},"daytona_get_sandbox":{"id":"daytona_get_sandbox","name":"Daytona Get Sandbox","description":"Get details of a Daytona sandbox","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Daytona API key"},"sandboxId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID or name of the sandbox"}}},"daytona_git_clone":{"id":"daytona_git_clone","name":"Daytona Git Clone","description":"Clone a Git repository into a Daytona sandbox","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Daytona API key"},"sandboxId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the sandbox to clone the repository into"},"url":{"type":"string","required":true,"visibility":"user-or-llm","description":"URL of the Git repository to clone"},"path":{"type":"string","required":true,"visibility":"user-or-llm","description":"Path in the sandbox to clone the repository into"},"branch":{"type":"string","required":false,"visibility":"user-or-llm","description":"Branch to clone (defaults to the default branch)"},"commitId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Specific commit to check out after cloning"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username for authenticating to private repositories"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password or personal access token for private 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run"},"language":{"type":"string","required":true,"visibility":"user-or-llm","description":"Language of the code: python, javascript, or typescript"},"env":{"type":"json","required":false,"visibility":"user-or-llm","description":"Environment variables to set for the run as key-value pairs"},"timeout":{"type":"number","required":false,"visibility":"user-or-llm","description":"Timeout in seconds (defaults to 10 seconds)"}}},"daytona_start_sandbox":{"id":"daytona_start_sandbox","name":"Daytona Start Sandbox","description":"Start a stopped Daytona sandbox","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Daytona API key"},"sandboxId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID or name of the sandbox"}}},"daytona_stop_sandbox":{"id":"daytona_stop_sandbox","name":"Daytona Stop Sandbox","description":"Stop a running Daytona 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Messages older than 2 weeks cannot be bulk deleted."},"serverId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Discord server ID (guild ID), e.g., 123456789012345678"}}},"discord_create_channel":{"id":"discord_create_channel","name":"Discord Create Channel","description":"Create a new channel in a Discord server","version":"1.0.0","params":{"botToken":{"type":"string","required":true,"visibility":"user-only","description":"The bot token for authentication"},"serverId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Discord server ID (guild ID), e.g., 123456789012345678"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"The name of the channel (1-100 characters)"},"type":{"type":"number","required":false,"visibility":"user-or-llm","description":"Channel type (0=text, 2=voice, 4=category, 5=announcement, 13=stage)"},"topic":{"type":"string","required":false,"visibility":"user-or-llm","description":"Channel topic (0-1024 characters)"},"parentId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Parent category ID for the channel, e.g., 123456789012345678"}}},"discord_create_invite":{"id":"discord_create_invite","name":"Discord Create Invite","description":"Create an invite link for a Discord channel","version":"1.0.0","params":{"botToken":{"type":"string","required":true,"visibility":"user-only","description":"The bot token for authentication"},"channelId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Discord channel ID to create an invite for, e.g., 123456789012345678"},"maxAge":{"type":"number","required":false,"visibility":"user-or-llm","description":"Duration of invite in seconds (0 = never expires, default 86400)"},"maxUses":{"type":"number","required":false,"visibility":"user-or-llm","description":"Max number of uses (0 = unlimited, default 0)"},"temporary":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether invite grants temporary membership"},"serverId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Discord server ID (guild ID), e.g., 123456789012345678"}}},"discord_create_role":{"id":"discord_create_role","name":"Discord Create Role","description":"Create a new role in a Discord server","version":"1.0.0","params":{"botToken":{"type":"string","required":true,"visibility":"user-only","description":"The bot token for authentication"},"serverId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Discord server ID (guild ID), e.g., 123456789012345678"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"The name of the role"},"color":{"type":"number","required":false,"visibility":"user-or-llm","description":"RGB color value as integer (e.g., 0xFF0000 for red)"},"hoist":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to display role members separately from online members"},"mentionable":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the role can be mentioned"}}},"discord_create_thread":{"id":"discord_create_thread","name":"Discord Create Thread","description":"Create a thread in a Discord channel","version":"1.0.0","params":{"botToken":{"type":"string","required":true,"visibility":"user-only","description":"The bot token for authentication"},"channelId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Discord channel ID to create the thread in, e.g., 123456789012345678"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"The name of the thread (1-100 characters)"},"messageId":{"type":"string","required":false,"visibility":"user-or-llm","description":"The message ID to create a thread from (if creating from existing message), e.g., 123456789012345678"},"autoArchiveDuration":{"type":"number","required":false,"visibility":"user-or-llm","description":"Duration in minutes to auto-archive the thread (60, 1440, 4320, 10080)"},"isPublic":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the standalone thread is public (visible to everyone in the channel) or private. Ignored when creating a thread from an existing message, which always inherits the parent channel visibility. Defaults to public if omitted."},"serverId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Discord server ID (guild ID), e.g., 123456789012345678"}}},"discord_create_webhook":{"id":"discord_create_webhook","name":"Discord Create Webhook","description":"Create a webhook in a Discord channel","version":"1.0.0","params":{"botToken":{"type":"string","required":true,"visibility":"user-only","description":"The bot token for authentication"},"channelId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Discord channel ID to create the webhook in, e.g., 123456789012345678"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name of the webhook (1-80 characters)"},"serverId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Discord server ID (guild ID), e.g., 123456789012345678"}}},"discord_delete_channel":{"id":"discord_delete_channel","name":"Discord Delete Channel","description":"Delete a Discord channel","version":"1.0.0","params":{"botToken":{"type":"string","required":true,"visibility":"user-only","description":"The bot token for authentication"},"channelId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Discord channel ID to delete, e.g., 123456789012345678"},"serverId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Discord server ID (guild ID), e.g., 123456789012345678"}}},"discord_delete_invite":{"id":"discord_delete_invite","name":"Discord Delete Invite","description":"Delete a Discord invite","version":"1.0.0","params":{"botToken":{"type":"string","required":true,"visibility":"user-only","description":"The bot token for authentication"},"inviteCode":{"type":"string","required":true,"visibility":"user-or-llm","description":"The invite code to delete"},"serverId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Discord server ID (guild ID), e.g., 123456789012345678"}}},"discord_delete_message":{"id":"discord_delete_message","name":"Discord Delete Message","description":"Delete a message from a Discord channel","version":"1.0.0","params":{"botToken":{"type":"string","required":true,"visibility":"user-only","description":"The bot token for authentication"},"channelId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Discord channel ID containing the message, e.g., 123456789012345678"},"messageId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the message to delete, e.g., 123456789012345678"},"serverId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Discord server ID (guild ID), e.g., 123456789012345678"}}},"discord_delete_role":{"id":"discord_delete_role","name":"Discord Delete Role","description":"Delete a role from a Discord server","version":"1.0.0","params":{"botToken":{"type":"string","required":true,"visibility":"user-only","description":"The bot token for authentication"},"serverId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Discord server ID (guild ID), e.g., 123456789012345678"},"roleId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The role ID to delete, e.g., 123456789012345678"}}},"discord_delete_webhook":{"id":"discord_delete_webhook","name":"Discord Delete Webhook","description":"Delete a Discord webhook","version":"1.0.0","params":{"botToken":{"type":"string","required":true,"visibility":"user-only","description":"The bot token for authentication"},"webhookId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The webhook ID to delete, e.g., 123456789012345678"},"serverId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Discord server ID (guild ID), e.g., 123456789012345678"}}},"discord_edit_message":{"id":"discord_edit_message","name":"Discord Edit Message","description":"Edit an existing message in a Discord channel","version":"1.0.0","params":{"botToken":{"type":"string","required":true,"visibility":"user-only","description":"The bot token for authentication"},"channelId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Discord channel ID containing the message, e.g., 123456789012345678"},"messageId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the message to edit, e.g., 123456789012345678"},"content":{"type":"string","required":false,"visibility":"user-or-llm","description":"The new text content for the message"},"serverId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Discord server ID (guild ID), e.g., 123456789012345678"}}},"discord_execute_webhook":{"id":"discord_execute_webhook","name":"Discord Execute Webhook","description":"Execute a Discord webhook to send a message","version":"1.0.0","params":{"webhookId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The webhook ID, e.g., 123456789012345678"},"webhookToken":{"type":"string","required":true,"visibility":"user-only","description":"The webhook token"},"content":{"type":"string","required":true,"visibility":"user-or-llm","description":"The message content to send"},"username":{"type":"string","required":false,"visibility":"user-or-llm","description":"Override the default username of the webhook"},"serverId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Discord server ID (guild ID), e.g., 123456789012345678"}}},"discord_get_channel":{"id":"discord_get_channel","name":"Discord Get Channel","description":"Get information about a Discord channel","version":"1.0.0","params":{"botToken":{"type":"string","required":true,"visibility":"user-only","description":"The bot token for authentication"},"channelId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Discord channel ID to retrieve, e.g., 123456789012345678"},"serverId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Discord server ID (guild ID), e.g., 123456789012345678"}}},"discord_get_invite":{"id":"discord_get_invite","name":"Discord Get Invite","description":"Get information about a Discord invite","version":"1.0.0","params":{"botToken":{"type":"string","required":true,"visibility":"user-only","description":"The bot token for authentication"},"inviteCode":{"type":"string","required":true,"visibility":"user-or-llm","description":"The invite code to retrieve"},"serverId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Discord server ID (guild ID), e.g., 123456789012345678"}}},"discord_get_member":{"id":"discord_get_member","name":"Discord Get Member","description":"Get information about a member in a Discord 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to retrieve (default: 10, max: 100)"}}},"discord_get_pinned_messages":{"id":"discord_get_pinned_messages","name":"Discord Get Pinned Messages","description":"Retrieve all pinned messages in a Discord channel","version":"1.0.0","params":{"botToken":{"type":"string","required":true,"visibility":"user-only","description":"The bot token for authentication"},"channelId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Discord channel ID to retrieve pinned messages from, e.g., 123456789012345678"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of pins to return per page (1-50). Defaults to 50."},"before":{"type":"string","required":false,"visibility":"user-or-llm","description":"Return pins created before this ISO8601 timestamp, for paging past the first 50 results"}}},"discord_get_server":{"id":"discord_get_server","name":"Discord Get Server","description":"Retrieve information about a Discord server (guild)","version":"1.0.0","params":{"botToken":{"type":"string","required":true,"visibility":"user-only","description":"The bot token for authentication"},"serverId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Discord server ID (guild ID), e.g., 123456789012345678"}}},"discord_get_user":{"id":"discord_get_user","name":"Discord Get User","description":"Retrieve information about a Discord user","version":"1.0.0","params":{"botToken":{"type":"string","required":true,"visibility":"user-only","description":"Discord bot token for authentication"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Discord user ID, e.g., 123456789012345678"}}},"discord_get_webhook":{"id":"discord_get_webhook","name":"Discord Get Webhook","description":"Get information about a Discord webhook","version":"1.0.0","params":{"botToken":{"type":"string","required":true,"visibility":"user-only","description":"The bot token for authentication"},"webhookId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The webhook ID to retrieve, e.g., 123456789012345678"},"serverId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Discord server ID (guild ID), e.g., 123456789012345678"}}},"discord_join_thread":{"id":"discord_join_thread","name":"Discord Join Thread","description":"Join a thread in Discord","version":"1.0.0","params":{"botToken":{"type":"string","required":true,"visibility":"user-only","description":"The bot token for authentication"},"threadId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The thread ID to join, e.g., 123456789012345678"},"serverId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Discord server ID (guild ID), e.g., 123456789012345678"}}},"discord_kick_member":{"id":"discord_kick_member","name":"Discord Kick Member","description":"Kick a member from a Discord server","version":"1.0.0","params":{"botToken":{"type":"string","required":true,"visibility":"user-only","description":"The bot token for authentication"},"serverId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Discord server ID (guild ID), e.g., 123456789012345678"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The user ID to kick, e.g., 123456789012345678"},"reason":{"type":"string","required":false,"visibility":"user-or-llm","description":"Reason for kicking the member"}}},"discord_leave_thread":{"id":"discord_leave_thread","name":"Discord Leave Thread","description":"Leave a thread in Discord","version":"1.0.0","params":{"botToken":{"type":"string","required":true,"visibility":"user-only","description":"The bot token for authentication"},"threadId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The thread ID to leave, e.g., 123456789012345678"},"serverId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Discord server ID (guild ID), e.g., 123456789012345678"}}},"discord_list_channels":{"id":"discord_list_channels","name":"Discord List Channels","description":"List all channels in a Discord server","version":"1.0.0","params":{"botToken":{"type":"string","required":true,"visibility":"user-only","description":"The bot token for authentication"},"serverId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Discord server ID (guild ID), e.g., 123456789012345678"}}},"discord_list_roles":{"id":"discord_list_roles","name":"Discord List Roles","description":"List all roles in a Discord server","version":"1.0.0","params":{"botToken":{"type":"string","required":true,"visibility":"user-only","description":"The bot token for authentication"},"serverId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Discord server ID (guild ID), e.g., 123456789012345678"}}},"discord_pin_message":{"id":"discord_pin_message","name":"Discord Pin Message","description":"Pin a message in a Discord channel","version":"1.0.0","params":{"botToken":{"type":"string","required":true,"visibility":"user-only","description":"The bot token for authentication"},"channelId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Discord channel ID containing the message, e.g., 123456789012345678"},"messageId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the message to pin, e.g., 123456789012345678"},"serverId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Discord server ID (guild ID), e.g., 123456789012345678"}}},"discord_remove_reaction":{"id":"discord_remove_reaction","name":"Discord Remove Reaction","description":"Remove a reaction from a Discord message","version":"1.0.0","params":{"botToken":{"type":"string","required":true,"visibility":"user-only","description":"The bot token for authentication"},"channelId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Discord channel ID containing the message, e.g., 123456789012345678"},"messageId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the message with the reaction, e.g., 123456789012345678"},"emoji":{"type":"string","required":true,"visibility":"user-or-llm","description":"The emoji to remove (unicode emoji or custom emoji in name:id format)"},"userId":{"type":"string","required":false,"visibility":"user-or-llm","description":"The user ID whose reaction to remove (omit to remove bot\'s own reaction), e.g., 123456789012345678"},"serverId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Discord server ID (guild ID), e.g., 123456789012345678"}}},"discord_remove_role":{"id":"discord_remove_role","name":"Discord Remove Role","description":"Remove a role from a member in a Discord server","version":"1.0.0","params":{"botToken":{"type":"string","required":true,"visibility":"user-only","description":"The bot token for authentication"},"serverId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Discord server ID (guild ID), e.g., 123456789012345678"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The user ID to remove the role from, e.g., 123456789012345678"},"roleId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The role ID to remove, e.g., 123456789012345678"}}},"discord_send_message":{"id":"discord_send_message","name":"Discord Send Message","description":"Send a message to a Discord channel","version":"1.0.0","params":{"botToken":{"type":"string","required":true,"visibility":"user-only","description":"The bot token for authentication"},"channelId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Discord channel ID to send the message to, e.g., 123456789012345678"},"content":{"type":"string","required":false,"visibility":"user-or-llm","description":"The text content of the message"},"serverId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Discord server ID (guild ID), e.g., 123456789012345678"},"files":{"type":"file[]","required":false,"visibility":"user-only","description":"Files to attach to the message"}}},"discord_unban_member":{"id":"discord_unban_member","name":"Discord Unban Member","description":"Unban a member from a Discord server","version":"1.0.0","params":{"botToken":{"type":"string","required":true,"visibility":"user-only","description":"The bot token for authentication"},"serverId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Discord server ID (guild ID), e.g., 123456789012345678"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The user ID to unban, e.g., 123456789012345678"},"reason":{"type":"string","required":false,"visibility":"user-or-llm","description":"Reason for unbanning the member"}}},"discord_unpin_message":{"id":"discord_unpin_message","name":"Discord Unpin Message","description":"Unpin a message in a Discord channel","version":"1.0.0","params":{"botToken":{"type":"string","required":true,"visibility":"user-only","description":"The bot token for authentication"},"channelId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Discord channel ID containing the message, e.g., 123456789012345678"},"messageId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the message to unpin, e.g., 123456789012345678"},"serverId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Discord server ID (guild ID), e.g., 123456789012345678"}}},"discord_update_channel":{"id":"discord_update_channel","name":"Discord Update Channel","description":"Update a Discord channel","version":"1.0.0","params":{"botToken":{"type":"string","required":true,"visibility":"user-only","description":"The bot token for authentication"},"channelId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Discord channel ID to update, e.g., 123456789012345678"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"The new name for the channel"},"topic":{"type":"string","required":false,"visibility":"user-or-llm","description":"The new topic for the channel"},"serverId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Discord server ID (guild ID), e.g., 123456789012345678"}}},"discord_update_member":{"id":"discord_update_member","name":"Discord Update Member","description":"Update a member in a Discord server (e.g., change nickname)","version":"1.0.0","params":{"botToken":{"type":"string","required":true,"visibility":"user-only","description":"The bot token for authentication"},"serverId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Discord server ID (guild ID), e.g., 123456789012345678"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The user ID to update, e.g., 123456789012345678"},"nick":{"type":"string","required":false,"visibility":"user-or-llm","description":"New nickname for the member (null to remove)"},"mute":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to mute the member in voice channels"},"deaf":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to deafen the member in voice channels"}}},"discord_update_role":{"id":"discord_update_role","name":"Discord Update Role","description":"Update a role in a Discord server","version":"1.0.0","params":{"botToken":{"type":"string","required":true,"visibility":"user-only","description":"The bot token for authentication"},"serverId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Discord server ID (guild ID), e.g., 123456789012345678"},"roleId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The role ID to update, e.g., 123456789012345678"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"The new name for the role"},"color":{"type":"number","required":false,"visibility":"user-or-llm","description":"RGB color value as integer"},"hoist":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to display role members separately"},"mentionable":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the role can be mentioned"}}},"docusign_create_from_template":{"id":"docusign_create_from_template","name":"Send from DocuSign Template","description":"Create and send a DocuSign envelope using a pre-built template","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"DocuSign OAuth access token"},"templateId":{"type":"string","required":true,"visibility":"user-or-llm","description":"DocuSign template ID to use"},"emailSubject":{"type":"string","required":false,"visibility":"user-or-llm","description":"Override email subject (uses template default if not set)"},"emailBody":{"type":"string","required":false,"visibility":"user-or-llm","description":"Override email body message"},"templateRoles":{"type":"string","required":true,"visibility":"user-or-llm","description":"JSON array of template roles, e.g. [{\\"roleName\\":\\"Signer\\",\\"name\\":\\"John\\",\\"email\\":\\"john@example.com\\"}]"},"status":{"type":"string","required":false,"visibility":"user-or-llm","description":"Envelope status: \\"sent\\" to send immediately, \\"created\\" for draft (default: \\"sent\\")"}},"oauth":{"required":true,"provider":"docusign"}},"docusign_download_document":{"id":"docusign_download_document","name":"Download DocuSign Document","description":"Download a signed document from a completed DocuSign envelope","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"DocuSign OAuth access token"},"envelopeId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The envelope ID containing the document"},"documentId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Specific document ID to download, or \\"combined\\" for all documents merged (default: \\"combined\\")"}},"oauth":{"required":true,"provider":"docusign"}},"docusign_get_envelope":{"id":"docusign_get_envelope","name":"Get DocuSign Envelope","description":"Get the details and status of a DocuSign envelope","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"DocuSign OAuth access token"},"envelopeId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The envelope ID to retrieve"}},"oauth":{"required":true,"provider":"docusign"}},"docusign_list_envelopes":{"id":"docusign_list_envelopes","name":"List DocuSign Envelopes","description":"List envelopes from your DocuSign account with optional filters","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"DocuSign OAuth access token"},"fromDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Start date filter (ISO 8601). Defaults to 30 days ago"},"toDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"End date filter (ISO 8601)"},"envelopeStatus":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by status: created, sent, delivered, completed, declined, voided"},"searchText":{"type":"string","required":false,"visibility":"user-or-llm","description":"Search text to filter envelopes"},"count":{"type":"string","required":false,"visibility":"user-or-llm","description":"Maximum number of envelopes to return (default: 25)"}},"oauth":{"required":true,"provider":"docusign"}},"docusign_list_recipients":{"id":"docusign_list_recipients","name":"List DocuSign Recipients","description":"Get the recipient status details for a DocuSign envelope","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"DocuSign OAuth access token"},"envelopeId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The envelope ID to get recipients for"}},"oauth":{"required":true,"provider":"docusign"}},"docusign_list_templates":{"id":"docusign_list_templates","name":"List DocuSign Templates","description":"List available templates in your DocuSign account","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"DocuSign OAuth access token"},"searchText":{"type":"string","required":false,"visibility":"user-or-llm","description":"Search text to filter templates by name"},"count":{"type":"string","required":false,"visibility":"user-or-llm","description":"Maximum number of templates to return"}},"oauth":{"required":true,"provider":"docusign"}},"docusign_send_envelope":{"id":"docusign_send_envelope","name":"Send DocuSign Envelope","description":"Create and send a DocuSign envelope with a document for e-signature","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"DocuSign OAuth access token"},"emailSubject":{"type":"string","required":true,"visibility":"user-or-llm","description":"Email subject for the envelope"},"emailBody":{"type":"string","required":false,"visibility":"user-or-llm","description":"Email body message"},"signerEmail":{"type":"string","required":true,"visibility":"user-or-llm","description":"Email address of the signer"},"signerName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Full name of the signer"},"ccEmail":{"type":"string","required":false,"visibility":"user-or-llm","description":"Email address of carbon copy recipient"},"ccName":{"type":"string","required":false,"visibility":"user-or-llm","description":"Full name of carbon copy recipient"},"file":{"type":"file","required":false,"visibility":"user-or-llm","description":"Document file to send for signature"},"status":{"type":"string","required":false,"visibility":"user-or-llm","description":"Envelope status: \\"sent\\" to send immediately, \\"created\\" for draft (default: \\"sent\\")"}},"oauth":{"required":true,"provider":"docusign"}},"docusign_void_envelope":{"id":"docusign_void_envelope","name":"Void DocuSign Envelope","description":"Void (cancel) a sent DocuSign envelope that has not yet been completed","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"DocuSign OAuth access token"},"envelopeId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The envelope ID to void"},"voidedReason":{"type":"string","required":true,"visibility":"user-or-llm","description":"Reason for voiding the envelope"}},"oauth":{"required":true,"provider":"docusign"}},"downdetector_get_company":{"id":"downdetector_get_company","name":"Downdetector Get Company","description":"Get details for a Downdetector company by id, including its current status, 24h report statistics, baseline, and available problem indicators.","version":"1.0.0","params":{"companyId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Downdetector company id"},"fields":{"type":"string","required":false,"visibility":"user-only","description":"Comma-separated list of fields to return (defaults to a rich set including status, stats_24, and baseline)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Downdetector API Bearer token"}}},"downdetector_get_company_attribution":{"id":"downdetector_get_company_attribution","name":"Downdetector Get Company Attribution","description":"Get the incident attribution for a Downdetector company while it is in an outage state — whether the issue is internal (isolated) or external (a dependency), the estimated user impact, and the related incident. Requires Incident Attribution access.","version":"1.0.0","params":{"companyId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Downdetector company id"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Downdetector API Bearer token"}}},"downdetector_get_company_baseline":{"id":"downdetector_get_company_baseline","name":"Downdetector Get Company Baseline","description":"Get the current baseline report value for a Downdetector company. This is the expected average number of reports for the current period, used to judge whether current reports are abnormal.","version":"1.0.0","params":{"companyId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Downdetector company id"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Downdetector API Bearer token"}}},"downdetector_get_company_events":{"id":"downdetector_get_company_events","name":"Downdetector Get Company Events","description":"Get the published events (such as detected outages) for a Downdetector company, including the measured vs expected report volume for each event.","version":"1.0.0","params":{"companyId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Downdetector company id"},"startdate":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO 8601 start of the time range (only works together with enddate)"},"enddate":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO 8601 end of the time range (only works together with startdate)"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Requested page number (1-indexed)"},"pageSize":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page, between 10 and 100"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Downdetector API Bearer token"}}},"downdetector_get_company_incidents":{"id":"downdetector_get_company_incidents","name":"Downdetector Get Company Incidents","description":"Get the list of incidents (outages) for a Downdetector company. Defaults to the last 24 hours unless a date range is provided.","version":"1.0.0","params":{"companyId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Downdetector company id"},"onlyActive":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"When true, only the currently active incident is returned"},"startdate":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO 8601 start of the time range (only works together with enddate)"},"enddate":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO 8601 end of the time range (only works together with startdate)"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Requested page number (1-indexed)"},"pageSize":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page, between 10 and 100"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Downdetector API Bearer token"}}},"downdetector_get_company_indicators":{"id":"downdetector_get_company_indicators","name":"Downdetector Get Company Indicators","description":"Get the problem indicators (e.g. \\"App crashing\\", \\"Login\\", \\"Server connection\\") reported for a Downdetector company over a time period, with the report counts and percentages for each.","version":"1.0.0","params":{"companyId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Downdetector company id"},"startdate":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO 8601 start of the time range (only works together with enddate)"},"enddate":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO 8601 end of the time range (only works together with startdate)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Downdetector API Bearer token"}}},"downdetector_get_company_last_15":{"id":"downdetector_get_company_last_15","name":"Downdetector Get Company Last 15 Minutes","description":"Get the number of outage reports for a Downdetector company over the last 15 minutes. A convenient near-real-time signal for threshold-based alerting.","version":"1.0.0","params":{"companyId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Downdetector company id"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Downdetector API Bearer token"}}},"downdetector_get_company_status":{"id":"downdetector_get_company_status","name":"Downdetector Get Company Status","description":"Get the current detected status for a Downdetector company. Returns \\"success\\" (no problems), \\"warning\\", or \\"danger\\" (likely outage).","version":"1.0.0","params":{"companyId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Downdetector company id"},"threshold":{"type":"number","required":false,"visibility":"user-or-llm","description":"If set, returns \\"danger\\" when the current report count is above this threshold, otherwise \\"success\\""},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Downdetector API Bearer token"}}},"downdetector_get_provider":{"id":"downdetector_get_provider","name":"Downdetector Get Provider","description":"Get details for a Downdetector provider (ISP or network operator) by id, such as its name and Downdetector id.","version":"1.0.0","params":{"providerId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Downdetector provider id"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Downdetector API Bearer token"}}},"downdetector_get_reports":{"id":"downdetector_get_reports","name":"Downdetector Get Reports","description":"Get the number of outage reports over time for one or more company slugs, bucketed by interval. Useful for plotting report trends or detecting spikes. Defaults to the last 24 hours.","version":"1.0.0","params":{"slugs":{"type":"string","required":true,"visibility":"user-or-llm","description":"Comma-separated company slug(s) to report on. Example: \\"slack,zoom\\""},"startdate":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO 8601 start of the time range (only works together with enddate)"},"enddate":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO 8601 end of the time range (only works together with startdate)"},"interval":{"type":"string","required":false,"visibility":"user-or-llm","description":"Bucket interval, e.g. \\"15m\\", \\"1h\\", \\"1d\\" (default \\"15m\\")"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Downdetector API Bearer token"}}},"downdetector_get_site_companies":{"id":"downdetector_get_site_companies","name":"Downdetector Get Site Companies","description":"List the companies monitored on a Downdetector site, including each company’s current status. 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Use the returned category id to filter company searches.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Downdetector API Bearer token"}}},"downdetector_list_incidents":{"id":"downdetector_list_incidents","name":"Downdetector List Incidents","description":"List all incidents (outages) across every company that were active in the chosen time period, or in the last 24 hours if no date range is provided.","version":"1.0.0","params":{"onlyActive":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"When true, only currently active incidents are returned"},"startdate":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO 8601 start of the time range (only works together with enddate)"},"enddate":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO 8601 end of the time range (only works together with startdate)"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Requested page number (1-indexed)"},"pageSize":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page, between 10 and 100"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Downdetector API Bearer token"}}},"downdetector_list_sites":{"id":"downdetector_list_sites","name":"Downdetector List Sites","description":"List all available Downdetector sites (regional status-page domains). Each site groups the companies monitored for a given country/region.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Downdetector API Bearer token"}}},"downdetector_search_companies":{"id":"downdetector_search_companies","name":"Downdetector Search Companies","description":"Search Downdetector for monitored companies by name, slug, country, or category. Returns matching companies with their ids and slugs, which you can use with the other Downdetector operations.","version":"1.0.0","params":{"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Company name to filter on (partial, case-insensitive match). Example: \\"slack\\""},"country":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO-2 country code to filter on. Example: \\"US\\""},"slug":{"type":"string","required":false,"visibility":"user-or-llm","description":"Exact company slug to filter on. Example: \\"optimum-cablevision\\""},"categoryId":{"type":"number","required":false,"visibility":"user-or-llm","description":"Category id to filter on"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"1-indexed page number for paginated results (default 1)"},"pageSize":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page, between 10 and 100 (default 25)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Downdetector API Bearer token"}}},"dropbox_copy":{"id":"dropbox_copy","name":"Dropbox Copy","description":"Copy a file or folder in Dropbox","version":"1.0.0","params":{"fromPath":{"type":"string","required":true,"visibility":"user-or-llm","description":"The source path of the file or folder to copy"},"toPath":{"type":"string","required":true,"visibility":"user-or-llm","description":"The destination path for the copied file or folder"},"autorename":{"type":"boolean","required":false,"visibility":"user-only","description":"If true, rename the file if there is a conflict at destination"}},"oauth":{"required":true,"provider":"dropbox"}},"dropbox_create_folder":{"id":"dropbox_create_folder","name":"Dropbox Create Folder","description":"Create a new folder in Dropbox","version":"1.0.0","params":{"path":{"type":"string","required":true,"visibility":"user-or-llm","description":"The path where the folder should be created (e.g., /new-folder)"},"autorename":{"type":"boolean","required":false,"visibility":"user-only","description":"If true, rename the folder if there is a conflict"}},"oauth":{"required":true,"provider":"dropbox"}},"dropbox_create_shared_link":{"id":"dropbox_create_shared_link","name":"Dropbox Create Shared Link","description":"Create a shareable link for a file or folder in Dropbox","version":"1.0.0","params":{"path":{"type":"string","required":true,"visibility":"user-or-llm","description":"The path of the file or folder to share"},"requestedVisibility":{"type":"string","required":false,"visibility":"user-only","description":"Visibility: public, team_only, or password"},"linkPassword":{"type":"string","required":false,"visibility":"user-only","description":"Password for the shared link (only if visibility is password)"},"expires":{"type":"string","required":false,"visibility":"user-only","description":"Expiration date in ISO 8601 format (e.g., 2025-12-31T23:59:59Z)"}},"oauth":{"required":true,"provider":"dropbox"}},"dropbox_delete":{"id":"dropbox_delete","name":"Dropbox Delete","description":"Delete a file or folder in Dropbox (moves to trash)","version":"1.0.0","params":{"path":{"type":"string","required":true,"visibility":"user-or-llm","description":"The path of the file or folder to delete"}},"oauth":{"required":true,"provider":"dropbox"}},"dropbox_download":{"id":"dropbox_download","name":"Dropbox Download File","description":"Download a file from Dropbox with metadata and content","version":"1.0.0","params":{"path":{"type":"string","required":true,"visibility":"user-or-llm","description":"The path of the file to download (e.g., /folder/document.pdf)"}},"oauth":{"required":true,"provider":"dropbox"}},"dropbox_get_metadata":{"id":"dropbox_get_metadata","name":"Dropbox Get Metadata","description":"Get metadata for a file or folder in Dropbox","version":"1.0.0","params":{"path":{"type":"string","required":true,"visibility":"user-or-llm","description":"The path of the file or folder to get metadata for"},"includeMediaInfo":{"type":"boolean","required":false,"visibility":"user-only","description":"If true, include media info for photos/videos"},"includeDeleted":{"type":"boolean","required":false,"visibility":"user-only","description":"If true, include deleted files in results"}},"oauth":{"required":true,"provider":"dropbox"}},"dropbox_list_folder":{"id":"dropbox_list_folder","name":"Dropbox List Folder","description":"List the contents of a folder in 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folders)","version":"1.0.0","params":{"path":{"type":"string","required":true,"visibility":"user-or-llm","description":"The path of the file to list revisions for"},"limit":{"type":"number","required":false,"visibility":"user-only","description":"Maximum number of revisions to return, 1-100 (default: 10)"},"beforeRev":{"type":"string","required":false,"visibility":"user-only","description":"Only return revisions before this one. Pass the rev of the last revision from a previous call to fetch the next page."}},"oauth":{"required":true,"provider":"dropbox"}},"dropbox_list_shared_links":{"id":"dropbox_list_shared_links","name":"Dropbox List Shared Links","description":"List shared links for a path, or for the entire account if no path is given","version":"1.0.0","params":{"path":{"type":"string","required":false,"visibility":"user-or-llm","description":"Path to list shared links for. If omitted, lists all shared links."},"directOnly":{"type":"boolean","required":false,"visibility":"user-only","description":"If true, only return links directly to the path, not parent folder links"},"cursor":{"type":"string","required":false,"visibility":"user-only","description":"Cursor from a previous call to fetch the next page of results"}},"oauth":{"required":true,"provider":"dropbox"}},"dropbox_move":{"id":"dropbox_move","name":"Dropbox Move","description":"Move or rename a file or folder in Dropbox","version":"1.0.0","params":{"fromPath":{"type":"string","required":true,"visibility":"user-or-llm","description":"The source path of the file or folder to move"},"toPath":{"type":"string","required":true,"visibility":"user-or-llm","description":"The destination path for the moved file or folder"},"autorename":{"type":"boolean","required":false,"visibility":"user-only","description":"If true, rename the file if there is a conflict at destination"}},"oauth":{"required":true,"provider":"dropbox"}},"dropbox_restore":{"id":"dropbox_restore","name":"Dropbox Restore","description":"Restore a specific revision of a file to the given path","version":"1.0.0","params":{"path":{"type":"string","required":true,"visibility":"user-or-llm","description":"The path to save the restored file to"},"rev":{"type":"string","required":true,"visibility":"user-or-llm","description":"The revision identifier to restore (from Dropbox List Revisions)"}},"oauth":{"required":true,"provider":"dropbox"}},"dropbox_search":{"id":"dropbox_search","name":"Dropbox Search","description":"Search for files and folders in Dropbox","version":"1.0.0","params":{"query":{"type":"string","required":true,"visibility":"user-or-llm","description":"The search query"},"path":{"type":"string","required":false,"visibility":"user-or-llm","description":"Dropbox folder path to limit search scope (e.g., /folder/subfolder)"},"fileExtensions":{"type":"string","required":false,"visibility":"user-only","description":"Comma-separated list of file extensions to filter by (e.g., pdf,xlsx)"},"maxResults":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of results to return (default: 100)"}},"oauth":{"required":true,"provider":"dropbox"}},"dropbox_upload":{"id":"dropbox_upload","name":"Dropbox Upload File","description":"Upload a file to Dropbox","version":"1.0.0","params":{"path":{"type":"string","required":true,"visibility":"user-or-llm","description":"The path in Dropbox where the file should be saved (e.g., /folder/document.pdf)"},"file":{"type":"file","required":false,"visibility":"user-or-llm","description":"The file to upload (UserFile object)"},"fileContent":{"type":"string","required":false,"visibility":"hidden","description":"Legacy: base64 encoded file content"},"fileName":{"type":"string","required":false,"visibility":"user-or-llm","description":"Optional filename (used if path is a folder)"},"mode":{"type":"string","required":false,"visibility":"user-only","description":"Write mode: add (default) or overwrite"},"autorename":{"type":"boolean","required":false,"visibility":"user-only","description":"If true, rename the file if there is a conflict"},"mute":{"type":"boolean","required":false,"visibility":"user-only","description":"If true, don\'t notify the user about this upload"}},"oauth":{"required":true,"provider":"dropbox"}},"dropcontact_enrich_contact":{"id":"dropcontact_enrich_contact","name":"Dropcontact Enrich Contact","description":"Enrich a contact with verified B2B email, phone, company data, and LinkedIn info via Dropcontact. Submits an async enrichment request, then polls until the result is ready (up to 2 minutes). Charges 1 credit only when a verified email is returned. Provide at least one of: email, first_name+last_name+company, full_name+company, or linkedin URL.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Dropcontact API key (X-Access-Token)"},"email":{"type":"string","required":false,"visibility":"user-or-llm","description":"Email address of the contact to enrich"},"first_name":{"type":"string","required":false,"visibility":"user-or-llm","description":"First name of the contact"},"last_name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Last name of the contact"},"full_name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Full name (alternative to first_name + last_name)"},"company":{"type":"string","required":false,"visibility":"user-or-llm","description":"Company name"},"website":{"type":"string","required":false,"visibility":"user-or-llm","description":"Company website (e.g. acme.com)"},"num_siren":{"type":"string","required":false,"visibility":"user-or-llm","description":"French company SIREN number"},"phone":{"type":"string","required":false,"visibility":"user-or-llm","description":"Phone number"},"linkedin":{"type":"string","required":false,"visibility":"user-or-llm","description":"LinkedIn profile URL"},"country":{"type":"string","required":false,"visibility":"user-or-llm","description":"Country code (ISO 3166-1 alpha-2, e.g. \\"US\\", \\"FR\\")"},"siren":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Include SIREN/SIRET enrichment (France only)"},"language":{"type":"string","required":false,"visibility":"user-or-llm","description":"Language for returned data (e.g. \\"en\\", \\"fr\\")"}}},"dspy_chain_of_thought":{"id":"dspy_chain_of_thought","name":"DSPy Chain of Thought","description":"Run a Chain of Thought prediction using a self-hosted DSPy ChainOfThought program endpoint","version":"1.0.0","params":{"baseUrl":{"type":"string","required":true,"visibility":"user-only","description":"Base URL of the DSPy server (e.g., https://your-dspy-server.com)"},"apiKey":{"type":"string","required":false,"visibility":"user-only","description":"API key for authentication (if required by your server)"},"endpoint":{"type":"string","required":false,"visibility":"user-only","description":"API endpoint path (defaults to /predict)"},"question":{"type":"string","required":true,"visibility":"user-or-llm","description":"The question to answer using chain of thought reasoning"},"context":{"type":"string","required":false,"visibility":"user-or-llm","description":"Additional context to provide for answering the question"}}},"dspy_predict":{"id":"dspy_predict","name":"DSPy Predict","description":"Run a prediction using a self-hosted DSPy program endpoint","version":"1.0.0","params":{"baseUrl":{"type":"string","required":true,"visibility":"user-only","description":"Base URL of the DSPy server (e.g., https://your-dspy-server.com)"},"apiKey":{"type":"string","required":false,"visibility":"user-only","description":"API key for authentication (if required by your server)"},"endpoint":{"type":"string","required":false,"visibility":"user-only","description":"API endpoint path (defaults to /predict)"},"input":{"type":"string","required":true,"visibility":"user-or-llm","description":"The input text to send to the DSPy program"},"inputField":{"type":"string","required":false,"visibility":"user-only","description":"Name of the input field expected by the DSPy program (defaults to \\"text\\")"},"context":{"type":"string","required":false,"visibility":"user-or-llm","description":"Additional context to provide to the DSPy program"},"additionalInputs":{"type":"json","required":false,"visibility":"user-or-llm","description":"Additional key-value pairs to include in the request body"}}},"dspy_react":{"id":"dspy_react","name":"DSPy ReAct","description":"Run a ReAct agent using a self-hosted DSPy ReAct program endpoint for multi-step reasoning and action","version":"1.0.0","params":{"baseUrl":{"type":"string","required":true,"visibility":"user-only","description":"Base URL of the DSPy server (e.g., https://your-dspy-server.com)"},"apiKey":{"type":"string","required":false,"visibility":"user-only","description":"API key for authentication (if required by your server)"},"endpoint":{"type":"string","required":false,"visibility":"user-only","description":"API endpoint path (defaults to /predict)"},"task":{"type":"string","required":true,"visibility":"user-or-llm","description":"The task or question for the ReAct agent to work on"},"context":{"type":"string","required":false,"visibility":"user-or-llm","description":"Additional context to provide for the task"},"maxIterations":{"type":"number","required":false,"visibility":"user-only","description":"Maximum number of reasoning iterations (defaults to server setting)"}}},"dub_bulk_create_links":{"id":"dub_bulk_create_links","name":"Dub Bulk Create Links","description":"Create up to 100 short links in a single request. Returns the created links alongside any per-link errors.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Dub API key"},"links":{"type":"json","required":true,"visibility":"user-or-llm","description":"JSON array of link objects to create. Each object requires a \\"url\\" and may include domain, key, tagIds, and other link fields (max 100)."}}},"dub_bulk_delete_links":{"id":"dub_bulk_delete_links","name":"Dub Bulk Delete Links","description":"Delete up to 100 short links in a single request by their link IDs. Non-existing IDs are ignored.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Dub API key"},"linkIds":{"type":"string","required":true,"visibility":"user-or-llm","description":"Comma-separated link IDs to delete (max 100)"}}},"dub_bulk_update_links":{"id":"dub_bulk_update_links","name":"Dub Bulk Update Links","description":"Apply the same set of field updates to up to 100 links at once, selected by link IDs or external IDs.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Dub API key"},"linkIds":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated link IDs to update (max 100, takes precedence over externalIds)"},"externalIds":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated external IDs to update (max 100)"},"data":{"type":"json","required":true,"visibility":"user-or-llm","description":"JSON object of fields to apply to every selected link (e.g. { \\"archived\\": true, \\"tagIds\\": [\\"...\\"] })"}}},"dub_create_link":{"id":"dub_create_link","name":"Dub Create Link","description":"Create a new short link with Dub. Supports custom domains, slugs, UTM parameters, and more.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Dub API key"},"url":{"type":"string","required":true,"visibility":"user-or-llm","description":"The destination URL of the short link"},"domain":{"type":"string","required":false,"visibility":"user-or-llm","description":"Custom domain for the short link (defaults to dub.sh)"},"key":{"type":"string","required":false,"visibility":"user-or-llm","description":"Custom slug for the short link (randomly generated if not provided)"},"externalId":{"type":"string","required":false,"visibility":"user-or-llm","description":"External ID for the link in your database"},"tenantId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Tenant ID for grouping links created on behalf of a customer/tenant"},"folderId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Folder ID to organize the link into"},"trackConversion":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to track conversions (leads/sales) for the short link"},"tagIds":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated tag IDs to assign to the link"},"comments":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comments for the short link"},"expiresAt":{"type":"string","required":false,"visibility":"user-or-llm","description":"Expiration date in ISO 8601 format"},"password":{"type":"string","required":false,"visibility":"user-or-llm","description":"Password to protect the short link"},"rewrite":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to enable link cloaking"},"archived":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to archive the link"},"title":{"type":"string","required":false,"visibility":"user-or-llm","description":"Custom OG title for the link preview"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Custom OG description for the link preview"},"utm_source":{"type":"string","required":false,"visibility":"user-or-llm","description":"UTM source parameter"},"utm_medium":{"type":"string","required":false,"visibility":"user-or-llm","description":"UTM medium parameter"},"utm_campaign":{"type":"string","required":false,"visibility":"user-or-llm","description":"UTM campaign parameter"},"utm_term":{"type":"string","required":false,"visibility":"user-or-llm","description":"UTM term parameter"},"utm_content":{"type":"string","required":false,"visibility":"user-or-llm","description":"UTM content parameter"}}},"dub_create_tag":{"id":"dub_create_tag","name":"Dub Create Tag","description":"Create a new tag in the workspace for organizing and filtering short links.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Dub API key"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"The name of the tag to create (1-50 characters)"},"color":{"type":"string","required":false,"visibility":"user-or-llm","description":"Tag color: red, yellow, green, blue, purple, brown, gray, or pink (random if omitted)"}}},"dub_delete_link":{"id":"dub_delete_link","name":"Dub Delete Link","description":"Delete a short link by its link ID or external ID (prefixed with ext_).","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Dub API key"},"linkId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The link ID or external ID prefixed with ext_"}}},"dub_get_analytics":{"id":"dub_get_analytics","name":"Dub Get Analytics","description":"Retrieve analytics for links including clicks, leads, and sales. 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(default), 7d, 30d, 90d, 1y, mtd, qtd, ytd, or all"},"start":{"type":"string","required":false,"visibility":"user-or-llm","description":"Start date/time in ISO 8601 format (overrides interval)"},"end":{"type":"string","required":false,"visibility":"user-or-llm","description":"End date/time in ISO 8601 format (defaults to now)"},"country":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by country (ISO 3166-1 alpha-2 code)"},"timezone":{"type":"string","required":false,"visibility":"user-or-llm","description":"IANA timezone for timeseries data (defaults to UTC)"}}},"dub_get_events":{"id":"dub_get_events","name":"Dub List Events","description":"Retrieve a paginated stream of individual click, lead, and sale events for links, with filtering by link, time range, and location.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Dub API key"},"event":{"type":"string","required":false,"visibility":"user-or-llm","description":"Event type: clicks (default), leads, or sales"},"linkId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by link ID"},"externalId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by external ID (prefix with ext_)"},"domain":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by domain"},"interval":{"type":"string","required":false,"visibility":"user-or-llm","description":"Time interval: 24h (default), 7d, 30d, 90d, 1y, mtd, qtd, ytd, or all"},"start":{"type":"string","required":false,"visibility":"user-or-llm","description":"Start date/time in ISO 8601 format (overrides interval)"},"end":{"type":"string","required":false,"visibility":"user-or-llm","description":"End date/time in ISO 8601 format (defaults to 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Uses the Enrow async finder — submits a search and polls until the result is ready. Costs 1 credit per valid email found. (https://enrow.readme.io/reference/find-single-email)","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Enrow API key"},"fullname":{"type":"string","required":true,"visibility":"user-or-llm","description":"Full name of the person (e.g. \\"John Doe\\")"},"company_domain":{"type":"string","required":false,"visibility":"user-or-llm","description":"Company domain (e.g. \\"apple.com\\"). Preferred over company_name."},"company_name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Company name (e.g. \\"Apple\\"). Used when domain is unavailable."}}},"enrow_verify_email":{"id":"enrow_verify_email","name":"Enrow Verify Email","description":"Verify the deliverability of an email address using the Enrow async verifier. Submits a verification request and polls until the result is ready. Costs 0.25 credits per verification. (https://enrow.readme.io/reference/verify-single-email)","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Enrow API key"},"email":{"type":"string","required":true,"visibility":"user-or-llm","description":"Email address to verify (e.g. \\"john@example.com\\")"}}},"evernote_copy_note":{"id":"evernote_copy_note","name":"Evernote Copy Note","description":"Copy a note to another notebook in Evernote","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Evernote developer token"},"noteGuid":{"type":"string","required":true,"visibility":"user-or-llm","description":"GUID of the note to copy"},"toNotebookGuid":{"type":"string","required":true,"visibility":"user-or-llm","description":"GUID of the destination notebook"}}},"evernote_create_note":{"id":"evernote_create_note","name":"Evernote Create Note","description":"Create a new note in Evernote","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Evernote developer token"},"title":{"type":"string","required":true,"visibility":"user-or-llm","description":"Title of the note"},"content":{"type":"string","required":true,"visibility":"user-or-llm","description":"Content of the note (plain text or ENML)"},"notebookGuid":{"type":"string","required":false,"visibility":"user-or-llm","description":"GUID of the notebook to create the note in (defaults to default notebook)"},"tagNames":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of tag names to apply"}}},"evernote_create_notebook":{"id":"evernote_create_notebook","name":"Evernote Create Notebook","description":"Create a new notebook in Evernote","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Evernote developer token"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name for the new notebook"},"stack":{"type":"string","required":false,"visibility":"user-or-llm","description":"Stack name to group the notebook under"}}},"evernote_create_tag":{"id":"evernote_create_tag","name":"Evernote Create Tag","description":"Create a new tag in Evernote","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Evernote developer token"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name for the new tag"},"parentGuid":{"type":"string","required":false,"visibility":"user-or-llm","description":"GUID of the parent tag for hierarchy"}}},"evernote_delete_note":{"id":"evernote_delete_note","name":"Evernote Delete Note","description":"Move a note to the trash in Evernote","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Evernote developer token"},"noteGuid":{"type":"string","required":true,"visibility":"user-or-llm","description":"GUID of the note to delete"}}},"evernote_get_note":{"id":"evernote_get_note","name":"Evernote Get Note","description":"Retrieve a note from Evernote by its GUID","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Evernote developer token"},"noteGuid":{"type":"string","required":true,"visibility":"user-or-llm","description":"GUID of the note to retrieve"},"withContent":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to include note content (default: true)"}}},"evernote_get_notebook":{"id":"evernote_get_notebook","name":"Evernote Get Notebook","description":"Retrieve a notebook from Evernote by its GUID","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Evernote developer token"},"notebookGuid":{"type":"string","required":true,"visibility":"user-or-llm","description":"GUID of the notebook to retrieve"}}},"evernote_list_notebooks":{"id":"evernote_list_notebooks","name":"Evernote List Notebooks","description":"List all notebooks in an Evernote account","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Evernote developer token"}}},"evernote_list_tags":{"id":"evernote_list_tags","name":"Evernote List Tags","description":"List all tags in an Evernote account","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Evernote developer token"}}},"evernote_search_notes":{"id":"evernote_search_notes","name":"Evernote Search Notes","description":"Search for notes in Evernote using the Evernote search grammar","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Evernote developer token"},"query":{"type":"string","required":true,"visibility":"user-or-llm","description":"Search query using Evernote search grammar (e.g., \\"tag:work intitle:meeting\\")"},"notebookGuid":{"type":"string","required":false,"visibility":"user-or-llm","description":"Restrict search to a specific notebook by GUID"},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Starting index for results (default: 0)"},"maxNotes":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of notes to return (default: 25)"}}},"evernote_update_note":{"id":"evernote_update_note","name":"Evernote Update Note","description":"Update an existing note in Evernote","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Evernote developer token"},"noteGuid":{"type":"string","required":true,"visibility":"user-or-llm","description":"GUID of the note to update"},"title":{"type":"string","required":false,"visibility":"user-or-llm","description":"New title for the note"},"content":{"type":"string","required":false,"visibility":"user-or-llm","description":"New content for the note (plain text or ENML)"},"notebookGuid":{"type":"string","required":false,"visibility":"user-or-llm","description":"GUID of the notebook to move the note to"},"tagNames":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of tag names (replaces existing tags)"}}},"exa_agent":{"id":"exa_agent","name":"Exa Agent","description":"Run a deep research task with Exa Agent. Handles multi-step list building, enrichment, and research, returning a written answer with field-level citations and optional structured output.","version":"1.0.0","params":{"query":{"type":"string","required":true,"visibility":"user-or-llm","description":"The research question or instructions for the agent"},"effort":{"type":"string","required":false,"visibility":"user-only","description":"Cost and depth tradeoff: minimal, low, medium, high, xhigh, or auto (default: auto)"},"outputSchema":{"type":"json","required":false,"visibility":"user-or-llm","description":"JSON Schema describing the structured result to return. Returned in the structured output."},"systemPrompt":{"type":"string","required":false,"visibility":"user-or-llm","description":"Additional guidance for how the agent should behave or format its answer"},"previousRunId":{"type":"string","required":false,"visibility":"user-or-llm","description":"ID of a completed agent run to continue from, for follow-up questions"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Exa AI API Key"}}},"exa_answer":{"id":"exa_answer","name":"Exa Answer","description":"Get an AI-generated answer to a question with citations from the web using Exa AI.","version":"2.0.0","params":{"query":{"type":"string","required":true,"visibility":"user-or-llm","description":"The question to answer"},"text":{"type":"boolean","required":false,"visibility":"user-only","description":"Include the full page text of each cited source (default: false). This does not affect the answer itself."},"outputSchema":{"type":"json","required":false,"visibility":"user-or-llm","description":"JSON Schema describing the answer shape. When supplied, the answer is returned as a structured object instead of a string."},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Exa AI API Key"}}},"exa_find_similar_links":{"id":"exa_find_similar_links","name":"Exa Find Similar Links","description":"Find webpages similar to a given URL using Exa AI. Deprecated by Exa in favor of Search — prefer Search for new workflows.","version":"2.0.0","params":{"url":{"type":"string","required":true,"visibility":"user-or-llm","description":"The URL to find similar links for"},"numResults":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of similar links to return (1-100). Default: 10"},"text":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to include the full text of the similar pages"},"includeDomains":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of domains to include in results (e.g., \\"github.com, stackoverflow.com\\")"},"excludeDomains":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of domains to exclude from results (e.g., \\"reddit.com, pinterest.com\\")"},"excludeSourceDomain":{"type":"boolean","required":false,"visibility":"user-only","description":"Exclude the source domain from results (default: false)"},"category":{"type":"string","required":false,"visibility":"user-only","description":"Filter by category: company, publication, news, personal site, financial report, people"},"highlights":{"type":"boolean","required":false,"visibility":"user-only","description":"Include highlighted snippets in results (default: false)"},"summary":{"type":"boolean","required":false,"visibility":"user-only","description":"Include AI-generated summaries in results (default: false)"},"maxAgeHours":{"type":"number","required":false,"visibility":"user-only","description":"Cache freshness in hours (-1 to 720). 0 always crawls live, -1 uses cache only. Cannot be combined with livecrawl."},"livecrawlTimeout":{"type":"number","required":false,"visibility":"user-only","description":"Live crawl timeout in milliseconds (max 90000). Default: 10000"},"livecrawl":{"type":"string","required":false,"visibility":"user-only","description":"Deprecated: use maxAgeHours instead. Live crawling mode: never, fallback, always, or preferred"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Exa AI API Key"}}},"exa_get_contents":{"id":"exa_get_contents","name":"Exa Get Contents","description":"Retrieve the contents of webpages using Exa AI. Returns the title, text content, and optional summaries for each URL.","version":"2.0.0","params":{"urls":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of URLs to retrieve content from (1-100). Provide either urls or ids, not both."},"ids":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of result IDs from a prior Exa search (1-100). Provide either urls or ids, not both."},"text":{"type":"boolean","required":false,"visibility":"user-only","description":"If true, returns full page text with default settings. If false, disables text return."},"summary":{"type":"boolean","required":false,"visibility":"user-only","description":"Include an AI-generated summary of each page (default: false)"},"summaryQuery":{"type":"string","required":false,"visibility":"user-or-llm","description":"Query to guide the summary generation"},"subpages":{"type":"number","required":false,"visibility":"user-only","description":"Number of subpages to crawl from the provided URLs (0-100)"},"subpageTarget":{"type":"string","required":false,"visibility":"user-only","description":"Comma-separated keywords to target specific subpages (e.g., \\"docs,tutorial,about\\")"},"highlights":{"type":"boolean","required":false,"visibility":"user-only","description":"Include highlighted snippets in results (default: false)"},"extrasLinks":{"type":"number","required":false,"visibility":"user-only","description":"Number of links to extract from each page (0-1000). Default: 0"},"extrasImageLinks":{"type":"number","required":false,"visibility":"user-only","description":"Number of image URLs to extract from each page (0-1000). Default: 0"},"maxAgeHours":{"type":"number","required":false,"visibility":"user-only","description":"Cache freshness in hours (-1 to 720). 0 always crawls live, -1 uses cache only. Cannot be combined with livecrawl."},"livecrawlTimeout":{"type":"number","required":false,"visibility":"user-only","description":"Live crawl timeout in milliseconds (max 90000). Default: 10000"},"livecrawl":{"type":"string","required":false,"visibility":"user-only","description":"Deprecated: use maxAgeHours instead. Live crawling mode: never, fallback, always, or preferred"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Exa AI API Key"}}},"exa_search":{"id":"exa_search","name":"Exa Search","description":"Search the web using Exa AI. Returns relevant search results with titles, URLs, and text snippets.","version":"2.0.0","params":{"query":{"type":"string","required":true,"visibility":"user-or-llm","description":"The search query to execute"},"numResults":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to return (1-100). Default: 10"},"type":{"type":"string","required":false,"visibility":"user-or-llm","description":"Search type: \\"instant\\", \\"fast\\", \\"auto\\", \\"deep-lite\\", \\"deep\\", or \\"deep-reasoning\\". Default: \\"auto\\""},"includeDomains":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of domains to include in results (e.g., \\"github.com, stackoverflow.com\\")"},"excludeDomains":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of domains to exclude from results (e.g., \\"reddit.com, pinterest.com\\")"},"category":{"type":"string","required":false,"visibility":"user-only","description":"Filter by category: company, publication, news, personal site, financial report, people"},"text":{"type":"boolean","required":false,"visibility":"user-only","description":"Include full text content in results (default: false)"},"highlights":{"type":"boolean","required":false,"visibility":"user-only","description":"Include highlighted snippets in results (default: false)"},"summary":{"type":"boolean","required":false,"visibility":"user-only","description":"Include AI-generated summaries in results (default: false)"},"summaryQuery":{"type":"string","required":false,"visibility":"user-or-llm","description":"Query to focus the generated summaries on a specific question"},"subpages":{"type":"number","required":false,"visibility":"user-only","description":"Number of subpages to crawl per result (0-100). Default: 0"},"subpageTarget":{"type":"string","required":false,"visibility":"user-only","description":"Comma-separated keywords to target specific subpages (e.g., \\"docs,pricing,about\\")"},"extrasLinks":{"type":"number","required":false,"visibility":"user-only","description":"Number of links to extract from each result page (0-1000). Default: 0"},"extrasImageLinks":{"type":"number","required":false,"visibility":"user-only","description":"Number of image URLs to extract from each result page (0-1000). Default: 0"},"outputSchema":{"type":"json","required":false,"visibility":"user-or-llm","description":"JSON Schema describing a synthesized answer to build from the results. Returned in structuredOutput."},"systemPrompt":{"type":"string","required":false,"visibility":"user-or-llm","description":"Additional guidance for generating the synthesized output"},"userLocation":{"type":"string","required":false,"visibility":"user-only","description":"Two-letter ISO country code to localize results (e.g., \\"US\\")"},"maxAgeHours":{"type":"number","required":false,"visibility":"user-only","description":"Cache freshness in hours (-1 to 720). 0 always crawls live, -1 uses cache only. Cannot be combined with livecrawl."},"livecrawlTimeout":{"type":"number","required":false,"visibility":"user-only","description":"Live crawl timeout in milliseconds (max 90000). Default: 10000"},"livecrawl":{"type":"string","required":false,"visibility":"user-only","description":"Deprecated: use maxAgeHours instead. Live crawling mode: never, fallback, always, or preferred"},"startPublishedDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Only include results published on or after this ISO 8601 date (e.g., \\"2024-01-01\\" or \\"2024-01-01T00:00:00.000Z\\")"},"endPublishedDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Only include results published on or before this ISO 8601 date"},"startCrawlDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Deprecated: use startPublishedDate. Only include results crawled on or after this ISO 8601 date"},"endCrawlDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Deprecated: use endPublishedDate. Only include results crawled on or before this ISO 8601 date"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Exa AI API Key"}}},"extend_parser":{"id":"extend_parser","name":"Extend Document Parser","description":"Parse and extract content from documents using Extend AI","version":"1.0.0","params":{"filePath":{"type":"string","required":false,"visibility":"user-only","description":"URL to a document to be processed"},"file":{"type":"file","required":false,"visibility":"user-only","description":"Document file to be processed"},"fileUpload":{"type":"object","required":false,"visibility":"hidden","description":"File upload data from file-upload component"},"outputFormat":{"type":"string","required":false,"visibility":"user-or-llm","description":"Target output format (markdown or spatial). Defaults to markdown."},"chunking":{"type":"string","required":false,"visibility":"user-or-llm","description":"Chunking strategy (page, document, or section). Defaults to page."},"engine":{"type":"string","required":false,"visibility":"user-or-llm","description":"Parsing engine (parse_performance or parse_light). Defaults to parse_performance."},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Extend API key"}}},"extend_parser_v2":{"id":"extend_parser_v2","name":"Extend Document Parser","description":"Parse and extract content from documents using Extend AI","version":"1.0.0","params":{"file":{"type":"file","required":true,"visibility":"user-only","description":"Document to be processed"},"outputFormat":{"type":"string","required":false,"visibility":"user-or-llm","description":"Target output format (markdown or spatial). Defaults to markdown."},"chunking":{"type":"string","required":false,"visibility":"user-or-llm","description":"Chunking strategy (page, document, or section). Defaults to page."},"engine":{"type":"string","required":false,"visibility":"user-or-llm","description":"Parsing engine (parse_performance or parse_light). Defaults to parse_performance."},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Extend API key"}}},"fathom_get_summary":{"id":"fathom_get_summary","name":"Fathom Get Summary","description":"Get the call summary for a specific meeting recording.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Fathom API Key"},"recordingId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The recording ID of the meeting"}}},"fathom_get_transcript":{"id":"fathom_get_transcript","name":"Fathom Get Transcript","description":"Get the full transcript for a specific meeting recording.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Fathom API Key"},"recordingId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The recording ID of the meeting"}}},"fathom_list_meeting_types":{"id":"fathom_list_meeting_types","name":"Fathom List Meeting Types","description":"List meeting types configured in your Fathom organization.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Fathom API Key"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor from a previous response"}}},"fathom_list_meetings":{"id":"fathom_list_meetings","name":"Fathom List Meetings","description":"List recent meetings recorded by the user or shared to their team.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Fathom API Key"},"includeSummary":{"type":"string","required":false,"visibility":"user-or-llm","description":"Include meeting summary (true/false)"},"includeTranscript":{"type":"string","required":false,"visibility":"user-or-llm","description":"Include meeting transcript (true/false)"},"includeActionItems":{"type":"string","required":false,"visibility":"user-or-llm","description":"Include action items (true/false)"},"includeCrmMatches":{"type":"string","required":false,"visibility":"user-or-llm","description":"Include linked CRM matches (true/false)"},"includeHighlights":{"type":"string","required":false,"visibility":"user-or-llm","description":"Include meeting highlights (true/false)"},"createdAfter":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter meetings created after this ISO 8601 timestamp"},"createdBefore":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter meetings created before this ISO 8601 timestamp"},"recordedBy":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by recorder email address"},"teams":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by team name"},"meetingType":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by meeting type name"},"calendarInviteesDomains":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by calendar invitee company domain (exact match)"},"calendarInviteesDomainsType":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by invitee domain type: all, only_internal, or one_or_more_external"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor from a previous response"}}},"fathom_list_team_members":{"id":"fathom_list_team_members","name":"Fathom List Team Members","description":"List team members in your Fathom organization.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Fathom API Key"},"teams":{"type":"string","required":false,"visibility":"user-or-llm","description":"Team name to filter by"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor from a previous response"}}},"fathom_list_teams":{"id":"fathom_list_teams","name":"Fathom List Teams","description":"List teams in your Fathom organization.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Fathom API Key"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor from a previous response"}}},"file_append":{"id":"file_append","name":"File Append","description":"Append content to an existing workspace file. The file must already exist. Content is added to the end of the file.","version":"1.0.0","params":{"fileName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name of an existing workspace file to append to."},"content":{"type":"string","required":true,"visibility":"user-or-llm","description":"The text content to append to the file."}}},"file_compress":{"id":"file_compress","name":"File Compress","description":"Compress one or more workspace files into a single .zip archive stored in the workspace, for bundling files to download, transfer, or store. Preserves the workspace folder structure of the selected files.","version":"1.0.0","params":{"fileId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Canonical workspace file ID, or an array of canonical workspace file IDs."},"fileInput":{"type":"file","required":false,"visibility":"user-only","description":"Selected workspace file object, or an array of file objects."},"archiveName":{"type":"string","required":false,"visibility":"user-or-llm","description":"Name for the .zip archive (e.g., \\"documents.zip\\"). Defaults to the source file name when compressing a single file, otherwise \\"archive.zip\\"."}}},"file_decompress":{"id":"file_decompress","name":"File Decompress","description":"Extract the contents of a .zip archive into the workspace, preserving the archive folder structure.","version":"1.0.0","params":{"fileId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Canonical workspace file ID of the .zip archive to extract."},"fileInput":{"type":"file","required":false,"visibility":"user-only","description":"Selected .zip archive file object."}}},"file_fetch":{"id":"file_fetch","name":"File Fetch","description":"Fetch and parse a file from a URL with optional custom headers.","version":"1.0.0","params":{"filePath":{"type":"string","required":false,"visibility":"hidden","description":"Path to the file(s). Can be a single path, URL, or an array of paths."},"file":{"type":"file","required":false,"visibility":"user-only","description":"Uploaded file(s) to parse"},"fileType":{"type":"string","required":false,"visibility":"hidden","description":"Type of file to parse (auto-detected if not specified)"},"headers":{"type":"object","required":false,"visibility":"user-or-llm","description":"HTTP headers to include when fetching URL-based files."}}},"file_get":{"id":"file_get","name":"File Get","description":"Get a workspace file object from a selected file or canonical workspace file ID.","version":"1.0.0","params":{"fileId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Canonical workspace file ID."},"fileInput":{"type":"file","required":false,"visibility":"user-only","description":"Selected workspace file object."}}},"file_get_content":{"id":"file_get_content","name":"File Get Content","description":"Extract the text content of one or more workspace files from selected file objects or canonical workspace file IDs.","version":"1.0.0","params":{"fileId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Canonical workspace file ID, or an array of canonical workspace file IDs."},"fileInput":{"type":"file","required":false,"visibility":"user-only","description":"Selected workspace file object, or an array of file objects."}}},"file_manage_sharing":{"id":"file_manage_sharing","name":"Manage Sharing","description":"Enable or disable the public share link for a workspace file, and set its access mode (public, password, email, or SSO). Idempotent: the public link stays stable across changes.","version":"1.0.0","params":{"fileId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Canonical ID of the workspace file to update sharing for."},"fileInput":{"type":"file","required":false,"visibility":"user-only","description":"Selected workspace file object (from the file picker)."},"isActive":{"type":"boolean","required":true,"visibility":"user-or-llm","description":"Whether the public link is enabled. Set to false to make the file private."},"authType":{"type":"string","required":false,"visibility":"user-or-llm","description":"Access mode for the link: \\"public\\", \\"password\\", \\"email\\", or \\"sso\\". Defaults to \\"public\\"."},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password to protect the link. Required when authType is \\"password\\"."},"allowedEmails":{"type":"array","required":false,"visibility":"user-or-llm","description":"Allowed emails or \\"@domain\\" patterns. Required when authType is \\"email\\" or \\"sso\\"."}}},"file_parser":{"id":"file_parser","name":"File Parser","description":"Parse one or more uploaded files or files from URLs (text, PDF, CSV, images, etc.)","version":"1.0.0","params":{"filePath":{"type":"string","required":false,"visibility":"hidden","description":"Path to the file(s). 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Returns release information including tags, names, and download URLs.","version":"2.0.0","params":{"owner":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository owner (user or organization)"},"repo":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository name"},"per_page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (max 100)","default":30},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number of the results to fetch","default":1},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"GitHub Personal Access Token"}}},"github_list_review_threads":{"id":"github_list_review_threads","name":"GitHub List Review Threads","description":"List one page of a pull request\'s review threads with their comments, plus the newest submitted review.","version":"1.0.0","params":{"owner":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository owner"},"repo":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository name"},"pullNumber":{"type":"number","required":true,"visibility":"user-or-llm","description":"Pull request number"},"threadsPerPage":{"type":"number","required":false,"visibility":"user-or-llm","description":"Review threads to fetch in this page (1-100)","default":50},"commentsPerThread":{"type":"number","required":false,"visibility":"user-or-llm","description":"Comments to fetch per thread (1-100)","default":50},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor from a previous page (endCursor) to continue from"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"GitHub API token with pull request read access"}}},"github_list_stargazers":{"id":"github_list_stargazers","name":"GitHub List Stargazers","description":"List users who have starred a repository","version":"1.0.0","params":{"owner":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository owner"},"repo":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository name"},"per_page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Results per page (max 100, default: 30)","default":30},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number (default: 1)","default":1},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"GitHub API token"}}},"github_list_stargazers_v2":{"id":"github_list_stargazers_v2","name":"GitHub List Stargazers","description":"List users who have starred a repository","version":"2.0.0","params":{"owner":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository owner"},"repo":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository name"},"per_page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Results per page (max 100, default: 30)","default":30},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number (default: 1)","default":1},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"GitHub API token"}}},"github_list_tags":{"id":"github_list_tags","name":"GitHub List Tags","description":"List tags for a GitHub repository. Returns tag names with their commit SHA and download URLs.","version":"1.0.0","params":{"owner":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository owner (user or organization)"},"repo":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository name"},"per_page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (max 100)","default":30},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number of the results to fetch","default":1},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"GitHub Personal Access Token"}}},"github_list_tags_v2":{"id":"github_list_tags_v2","name":"GitHub List Tags","description":"List tags for a GitHub repository. Returns tag names with their commit SHA and download URLs.","version":"2.0.0","params":{"owner":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository owner (user or organization)"},"repo":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository name"},"per_page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (max 100)","default":30},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number of the results to fetch","default":1},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"GitHub Personal Access Token"}}},"github_list_workflow_runs":{"id":"github_list_workflow_runs","name":"GitHub List Workflow Runs","description":"List workflow runs for a repository. Supports filtering by actor, branch, event, and status. Returns run details including status, conclusion, and links.","version":"1.0.0","params":{"owner":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository owner (user or organization)"},"repo":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository name"},"actor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by user who triggered the workflow"},"branch":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by branch name"},"event":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by event type (e.g., push, pull_request, workflow_dispatch)"},"status":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by status (queued, in_progress, completed, waiting, requested, pending)"},"per_page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (default: 30, max: 100)","default":30},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number of results to fetch (default: 1)","default":1},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"GitHub Personal Access Token"}}},"github_list_workflow_runs_v2":{"id":"github_list_workflow_runs_v2","name":"GitHub List Workflow Runs","description":"List workflow runs for a repository. Supports filtering by actor, branch, event, and status. Returns run details including status, conclusion, and links.","version":"2.0.0","params":{"owner":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository owner (user or organization)"},"repo":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository name"},"actor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by user who triggered the workflow"},"branch":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by branch name"},"event":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by event type (e.g., push, pull_request, workflow_dispatch)"},"status":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by status (queued, in_progress, completed, waiting, requested, pending)"},"per_page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (default: 30, max: 100)","default":30},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number of results to fetch (default: 1)","default":1},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"GitHub Personal Access Token"}}},"github_list_workflows":{"id":"github_list_workflows","name":"GitHub List Workflows","description":"List all workflows in a GitHub repository. Returns workflow details including ID, name, path, state, and badge URL.","version":"1.0.0","params":{"owner":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository owner (user or organization)"},"repo":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository name"},"per_page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (default: 30, max: 100)","default":30},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number of results to fetch (default: 1)","default":1},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"GitHub Personal Access Token"}}},"github_list_workflows_v2":{"id":"github_list_workflows_v2","name":"GitHub List Workflows","description":"List all workflows in a GitHub repository. Returns workflow details including ID, name, path, state, and badge URL.","version":"2.0.0","params":{"owner":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository owner (user or organization)"},"repo":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository name"},"per_page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (default: 30, max: 100)","default":30},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number of results to fetch (default: 1)","default":1},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"GitHub Personal Access Token"}}},"github_merge_pr":{"id":"github_merge_pr","name":"GitHub Merge Pull Request","description":"Merge a pull request in a GitHub repository","version":"1.0.0","params":{"owner":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository owner"},"repo":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository name"},"pullNumber":{"type":"number","required":true,"visibility":"user-or-llm","description":"Pull request number"},"commit_title":{"type":"string","required":false,"visibility":"user-or-llm","description":"Title for the merge commit"},"commit_message":{"type":"string","required":false,"visibility":"user-or-llm","description":"Extra detail to append to merge commit message"},"merge_method":{"type":"string","required":false,"visibility":"user-or-llm","description":"Merge method: merge, squash, or rebase","default":"merge"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"GitHub API token"}}},"github_merge_pr_v2":{"id":"github_merge_pr_v2","name":"GitHub Merge Pull Request","description":"Merge a pull request in a GitHub repository","version":"2.0.0","params":{"owner":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository owner"},"repo":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository name"},"pullNumber":{"type":"number","required":true,"visibility":"user-or-llm","description":"Pull request number"},"commit_title":{"type":"string","required":false,"visibility":"user-or-llm","description":"Title for the merge commit"},"commit_message":{"type":"string","required":false,"visibility":"user-or-llm","description":"Extra detail to append to merge commit message"},"merge_method":{"type":"string","required":false,"visibility":"user-or-llm","description":"Merge method: merge, squash, or rebase","default":"merge"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"GitHub API token"}}},"github_pr":{"id":"github_pr","name":"GitHub PR Reader","description":"Fetch PR details including diff and files changed","version":"1.0.0","params":{"owner":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository owner"},"repo":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository name"},"pullNumber":{"type":"number","required":true,"visibility":"user-or-llm","description":"Pull request number"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"GitHub API token"}}},"github_pr_v2":{"id":"github_pr_v2","name":"GitHub PR Reader","description":"Fetch PR details including diff and files changed","version":"2.0.0","params":{"owner":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository owner"},"repo":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository name"},"pullNumber":{"type":"number","required":true,"visibility":"user-or-llm","description":"Pull request number"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"GitHub API token"},"includeFiles":{"type":"boolean","required":false,"default":true,"visibility":"user-or-llm","description":"Whether to fetch changed-file details from the separate files endpoint"}}},"github_remove_label":{"id":"github_remove_label","name":"GitHub Remove Label","description":"Remove a label from an issue in a GitHub repository","version":"1.0.0","params":{"owner":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository owner"},"repo":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository name"},"issue_number":{"type":"number","required":true,"visibility":"user-or-llm","description":"Issue number"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Label name to remove"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"GitHub API token"}}},"github_remove_label_v2":{"id":"github_remove_label_v2","name":"GitHub Remove Label","description":"Remove a label from an issue in a GitHub repository","version":"2.0.0","params":{"owner":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository owner"},"repo":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository name"},"issue_number":{"type":"number","required":true,"visibility":"user-or-llm","description":"Issue number"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Label name to remove"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"GitHub API token"}}},"github_reply_review_thread":{"id":"github_reply_review_thread","name":"GitHub Reply To Review Thread","description":"Post a reply comment on a pull request review thread.","version":"1.0.0","params":{"threadId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Review thread node ID"},"body":{"type":"string","required":true,"visibility":"user-or-llm","description":"Reply body"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"GitHub API token with pull request write access"}}},"github_repo_info":{"id":"github_repo_info","name":"GitHub Repository Info","description":"Retrieve comprehensive GitHub repository metadata including stars, forks, issues, and primary language. Supports both public and private repositories with optional authentication.","version":"1.0.0","params":{"owner":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository owner (user or organization)"},"repo":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository name"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"GitHub Personal Access Token"}}},"github_repo_info_v2":{"id":"github_repo_info_v2","name":"GitHub Repository Info","description":"Retrieve comprehensive GitHub repository metadata including stars, forks, issues, and primary language. Supports both public and private repositories with optional authentication.","version":"2.0.0","params":{"owner":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository owner (user or organization)"},"repo":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository name"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"GitHub Personal Access Token"}}},"github_request_reviewers":{"id":"github_request_reviewers","name":"GitHub Request Reviewers","description":"Request reviewers for a pull request","version":"1.0.0","params":{"owner":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository owner"},"repo":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository name"},"pullNumber":{"type":"number","required":true,"visibility":"user-or-llm","description":"Pull request number"},"reviewers":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of user logins to request reviews from (at least one of reviewers or team_reviewers is required)"},"team_reviewers":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of team slugs to request reviews from"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"GitHub API token"}}},"github_request_reviewers_v2":{"id":"github_request_reviewers_v2","name":"GitHub Request Reviewers","description":"Request reviewers for a pull request","version":"2.0.0","params":{"owner":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository owner"},"repo":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository name"},"pullNumber":{"type":"number","required":true,"visibility":"user-or-llm","description":"Pull request number"},"reviewers":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of user logins to request reviews from (at least one of reviewers or team_reviewers is required)"},"team_reviewers":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of team slugs to request reviews from"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"GitHub API token"}}},"github_rerun_workflow":{"id":"github_rerun_workflow","name":"GitHub Rerun Workflow","description":"Rerun a workflow run. Optionally enable debug logging for the rerun. Returns 201 Created on success.","version":"1.0.0","params":{"owner":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository owner (user or organization)"},"repo":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository name"},"run_id":{"type":"number","required":true,"visibility":"user-or-llm","description":"Workflow run ID to rerun"},"enable_debug_logging":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Enable debug logging for the rerun (default: false)","default":false},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"GitHub Personal Access Token"}}},"github_rerun_workflow_v2":{"id":"github_rerun_workflow_v2","name":"GitHub Rerun Workflow","description":"Rerun a workflow run. Optionally enable debug logging for the rerun. Returns 201 Created on success.","version":"2.0.0","params":{"owner":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository owner (user or organization)"},"repo":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository name"},"run_id":{"type":"number","required":true,"visibility":"user-or-llm","description":"Workflow run ID to rerun"},"enable_debug_logging":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Enable debug logging for the rerun (default: false)","default":false},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"GitHub Personal Access Token"}}},"github_resolve_review_thread":{"id":"github_resolve_review_thread","name":"GitHub Resolve Review Thread","description":"Mark a pull request review thread as resolved.","version":"1.0.0","params":{"threadId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Review thread node ID"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"GitHub API token with pull request write access"}}},"github_search_code":{"id":"github_search_code","name":"GitHub Search Code","description":"Search for code across GitHub repositories. Use qualifiers like repo:owner/name, language:js, path:src, extension:py","version":"1.0.0","params":{"q":{"type":"string","required":true,"visibility":"user-or-llm","description":"Search query with optional qualifiers (repo:, language:, path:, extension:, user:, org:)"},"sort":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort by indexed date (default: best match)"},"order":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort order: asc or desc (default: desc)"},"per_page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Results per page (max 100, default: 30)","default":30},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number (default: 1)","default":1},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"GitHub API token"}}},"github_search_code_v2":{"id":"github_search_code_v2","name":"GitHub Search Code","description":"Search for code across GitHub repositories. Use qualifiers like repo:owner/name, language:js, path:src, extension:py","version":"2.0.0","params":{"q":{"type":"string","required":true,"visibility":"user-or-llm","description":"Search query with optional qualifiers (repo:, language:, path:, extension:, user:, org:)"},"sort":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort by indexed date (default: best match)"},"order":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort order: asc or desc (default: desc)"},"per_page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Results per page (max 100, default: 30)","default":30},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number (default: 1)","default":1},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"GitHub API token"}}},"github_search_commits":{"id":"github_search_commits","name":"GitHub Search Commits","description":"Search for commits across GitHub. Use qualifiers like repo:owner/name, author:user, committer:user, author-date:>2023-01-01","version":"1.0.0","params":{"q":{"type":"string","required":true,"visibility":"user-or-llm","description":"Search query with optional qualifiers (repo:, author:, committer:, author-date:, committer-date:, merge:true/false)"},"sort":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort by: author-date or committer-date (default: best match)"},"order":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort order: asc or desc (default: desc)"},"per_page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Results per page (max 100, default: 30)","default":30},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number (default: 1)","default":1},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"GitHub API token"}}},"github_search_commits_v2":{"id":"github_search_commits_v2","name":"GitHub Search Commits","description":"Search for commits across GitHub. Use qualifiers like repo:owner/name, author:user, committer:user, author-date:>2023-01-01","version":"2.0.0","params":{"q":{"type":"string","required":true,"visibility":"user-or-llm","description":"Search query with optional qualifiers (repo:, author:, committer:, author-date:, committer-date:, merge:true/false)"},"sort":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort by: author-date or committer-date (default: best match)"},"order":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort order: asc or desc (default: desc)"},"per_page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Results per page (max 100, default: 30)","default":30},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number (default: 1)","default":1},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"GitHub API token"}}},"github_search_issues":{"id":"github_search_issues","name":"GitHub Search Issues","description":"Search for issues and pull requests across GitHub. Use qualifiers like repo:owner/name, is:issue, is:pr, state:open, label:bug, author:user","version":"1.0.0","params":{"q":{"type":"string","required":true,"visibility":"user-or-llm","description":"Search query with optional qualifiers (repo:, is:issue, is:pr, state:, label:, author:, assignee:)"},"sort":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort by: comments, reactions, created, updated, interactions (default: best match)"},"order":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort order: asc or desc (default: desc)"},"per_page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Results per page (max 100, default: 30)","default":30},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number (default: 1)","default":1},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"GitHub API token"}}},"github_search_issues_v2":{"id":"github_search_issues_v2","name":"GitHub Search Issues","description":"Search for issues and pull requests across GitHub. Use qualifiers like repo:owner/name, is:issue, is:pr, state:open, label:bug, author:user","version":"2.0.0","params":{"q":{"type":"string","required":true,"visibility":"user-or-llm","description":"Search query with optional qualifiers (repo:, is:issue, is:pr, state:, label:, author:, assignee:)"},"sort":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort by: comments, reactions, created, updated, interactions (default: best match)"},"order":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort order: asc or desc (default: desc)"},"per_page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Results per page (max 100, default: 30)","default":30},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number (default: 1)","default":1},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"GitHub API token"}}},"github_search_repos":{"id":"github_search_repos","name":"GitHub Search Repositories","description":"Search for repositories across GitHub. Use qualifiers like language:python, stars:>1000, topic:react, user:owner, org:name","version":"1.0.0","params":{"q":{"type":"string","required":true,"visibility":"user-or-llm","description":"Search query with optional qualifiers (language:, stars:, forks:, topic:, user:, org:, in:name,description,readme)"},"sort":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort by: stars, forks, help-wanted-issues, updated (default: best match)"},"order":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort order: asc or desc (default: desc)"},"per_page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Results per page (max 100, default: 30)","default":30},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number (default: 1)","default":1},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"GitHub API token"}}},"github_search_repos_v2":{"id":"github_search_repos_v2","name":"GitHub Search Repositories","description":"Search for repositories across GitHub. Use qualifiers like language:python, stars:>1000, topic:react, user:owner, org:name","version":"2.0.0","params":{"q":{"type":"string","required":true,"visibility":"user-or-llm","description":"Search query with optional qualifiers (language:, stars:, forks:, topic:, user:, org:, in:name,description,readme)"},"sort":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort by: stars, forks, help-wanted-issues, updated (default: best match)"},"order":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort order: asc or desc (default: desc)"},"per_page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Results per page (max 100, default: 30)","default":30},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number (default: 1)","default":1},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"GitHub API token"}}},"github_search_users":{"id":"github_search_users","name":"GitHub Search Users","description":"Search for users and organizations on GitHub. Use qualifiers like type:user, type:org, followers:>1000, repos:>10, location:city","version":"1.0.0","params":{"q":{"type":"string","required":true,"visibility":"user-or-llm","description":"Search query with optional qualifiers (type:user/org, followers:, repos:, location:, language:, created:)"},"sort":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort by: followers, repositories, joined (default: best match)"},"order":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort order: asc or desc (default: desc)"},"per_page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Results per page (max 100, default: 30)","default":30},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number (default: 1)","default":1},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"GitHub API token"}}},"github_search_users_v2":{"id":"github_search_users_v2","name":"GitHub Search Users","description":"Search for users and organizations on GitHub. Use qualifiers like type:user, type:org, followers:>1000, repos:>10, location:city","version":"2.0.0","params":{"q":{"type":"string","required":true,"visibility":"user-or-llm","description":"Search query with optional qualifiers (type:user/org, followers:, repos:, location:, language:, created:)"},"sort":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort by: followers, repositories, joined (default: best match)"},"order":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort order: asc or desc (default: desc)"},"per_page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Results per page (max 100, default: 30)","default":30},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number (default: 1)","default":1},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"GitHub API token"}}},"github_star_gist":{"id":"github_star_gist","name":"GitHub Star Gist","description":"Star a gist","version":"1.0.0","params":{"gist_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The gist ID to star"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"GitHub API token"}}},"github_star_gist_v2":{"id":"github_star_gist_v2","name":"GitHub Star Gist","description":"Star a gist","version":"2.0.0","params":{"gist_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The gist ID to star"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"GitHub API token"}}},"github_star_repo":{"id":"github_star_repo","name":"GitHub Star Repository","description":"Star a repository","version":"1.0.0","params":{"owner":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository owner"},"repo":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository name"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"GitHub API token"}}},"github_star_repo_v2":{"id":"github_star_repo_v2","name":"GitHub Star Repository","description":"Star a repository","version":"2.0.0","params":{"owner":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository owner"},"repo":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository name"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"GitHub API token"}}},"github_status_check_rollup":{"id":"github_status_check_rollup","name":"GitHub Status Check Rollup","description":"Read the merged check-run and commit-status state for one commit SHA, including whether each check is required to merge a given pull request.","version":"1.0.0","params":{"owner":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository owner"},"repo":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository name"},"sha":{"type":"string","required":true,"visibility":"user-or-llm","description":"Commit SHA to read check state for"},"pullNumber":{"type":"number","required":true,"visibility":"user-or-llm","description":"Pull request number that decides which checks are required"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor from a previous page (endCursor) to continue from"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"GitHub API token with checks and commit statuses read access"}}},"github_trigger_workflow":{"id":"github_trigger_workflow","name":"GitHub Trigger Workflow","description":"Trigger a workflow dispatch event for a GitHub Actions workflow. The workflow must have a workflow_dispatch trigger configured. Returns 204 No Content on success.","version":"1.0.0","params":{"owner":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository owner (user or organization)"},"repo":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository name"},"workflow_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"Workflow ID (number) or workflow filename (e.g., \\"main.yaml\\")"},"ref":{"type":"string","required":true,"visibility":"user-or-llm","description":"Git reference (branch or tag name) to run the workflow on"},"inputs":{"type":"object","required":false,"visibility":"user-or-llm","description":"Input keys and values configured in the workflow file"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"GitHub Personal Access Token"}}},"github_trigger_workflow_v2":{"id":"github_trigger_workflow_v2","name":"GitHub Trigger Workflow","description":"Trigger a workflow dispatch event for a GitHub Actions workflow. The workflow must have a workflow_dispatch trigger configured. Returns 204 No Content on success.","version":"2.0.0","params":{"owner":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository owner (user or organization)"},"repo":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository name"},"workflow_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"Workflow ID (number) or workflow filename (e.g., \\"main.yaml\\")"},"ref":{"type":"string","required":true,"visibility":"user-or-llm","description":"Git reference (branch or tag name) to run the workflow on"},"inputs":{"type":"object","required":false,"visibility":"user-or-llm","description":"Input keys and values configured in the workflow file"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"GitHub Personal Access Token"}}},"github_unstar_gist":{"id":"github_unstar_gist","name":"GitHub Unstar Gist","description":"Unstar a gist","version":"1.0.0","params":{"gist_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The gist ID to unstar"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"GitHub API token"}}},"github_unstar_gist_v2":{"id":"github_unstar_gist_v2","name":"GitHub Unstar Gist","description":"Unstar a gist","version":"2.0.0","params":{"gist_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The gist ID to unstar"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"GitHub API token"}}},"github_unstar_repo":{"id":"github_unstar_repo","name":"GitHub Unstar Repository","description":"Remove star from a repository","version":"1.0.0","params":{"owner":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository owner"},"repo":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository name"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"GitHub API token"}}},"github_unstar_repo_v2":{"id":"github_unstar_repo_v2","name":"GitHub Unstar Repository","description":"Remove star from a repository","version":"2.0.0","params":{"owner":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository owner"},"repo":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository name"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"GitHub API token"}}},"github_update_branch_protection":{"id":"github_update_branch_protection","name":"GitHub Update Branch Protection","description":"Update branch protection rules for a specific branch, including status checks, review requirements, admin enforcement, and push restrictions.","version":"1.0.0","params":{"owner":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository owner (user or organization)"},"repo":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository name"},"branch":{"type":"string","required":true,"visibility":"user-or-llm","description":"Branch name"},"required_status_checks":{"type":"object","required":true,"visibility":"user-or-llm","description":"Required status check configuration (null to disable). Object with strict (boolean) and contexts (string array)"},"enforce_admins":{"type":"boolean","required":true,"visibility":"user-or-llm","description":"Whether to enforce restrictions for administrators"},"required_pull_request_reviews":{"type":"object","required":true,"visibility":"user-or-llm","description":"PR review requirements (null to disable). Object with optional required_approving_review_count, dismiss_stale_reviews, require_code_owner_reviews"},"restrictions":{"type":"object","required":true,"visibility":"user-or-llm","description":"Push restrictions (null to disable). Object with users (string array) and teams (string array)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"GitHub Personal Access Token"}}},"github_update_branch_protection_v2":{"id":"github_update_branch_protection_v2","name":"GitHub Update Branch Protection","description":"Update branch protection rules for a specific branch, including status checks, review requirements, admin enforcement, and push restrictions.","version":"2.0.0","params":{"owner":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository owner (user or organization)"},"repo":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository name"},"branch":{"type":"string","required":true,"visibility":"user-or-llm","description":"Branch name"},"required_status_checks":{"type":"object","required":true,"visibility":"user-or-llm","description":"Required status check configuration (null to disable). Object with strict (boolean) and contexts (string array)"},"enforce_admins":{"type":"boolean","required":true,"visibility":"user-or-llm","description":"Whether to enforce restrictions for administrators"},"required_pull_request_reviews":{"type":"object","required":true,"visibility":"user-or-llm","description":"PR review requirements (null to disable). Object with optional required_approving_review_count, dismiss_stale_reviews, require_code_owner_reviews"},"restrictions":{"type":"object","required":true,"visibility":"user-or-llm","description":"Push restrictions (null to disable). Object with users (string array) and teams (string array)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"GitHub Personal Access Token"}}},"github_update_comment":{"id":"github_update_comment","name":"GitHub Comment Updater","description":"Update an existing comment on a GitHub issue or pull request","version":"1.0.0","params":{"owner":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository owner"},"repo":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository name"},"comment_id":{"type":"number","required":true,"visibility":"user-or-llm","description":"Comment ID"},"body":{"type":"string","required":true,"visibility":"user-or-llm","description":"Updated comment content"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"GitHub API token"}}},"github_update_comment_v2":{"id":"github_update_comment_v2","name":"GitHub Comment Updater","description":"Update an existing comment on a GitHub issue or pull request","version":"2.0.0","params":{"owner":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository owner"},"repo":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository name"},"comment_id":{"type":"number","required":true,"visibility":"user-or-llm","description":"Comment ID"},"body":{"type":"string","required":true,"visibility":"user-or-llm","description":"Updated comment content"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"GitHub API token"}}},"github_update_file":{"id":"github_update_file","name":"GitHub Update File","description":"Update an existing file in a GitHub repository. Requires the file SHA. Content will be automatically Base64 encoded. Supports files up to 1MB.","version":"1.0.0","params":{"owner":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository owner (user or organization)"},"repo":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository name"},"path":{"type":"string","required":true,"visibility":"user-or-llm","description":"Path to the file to update (e.g., \\"src/index.ts\\")"},"message":{"type":"string","required":true,"visibility":"user-or-llm","description":"Commit message for this file update"},"content":{"type":"string","required":true,"visibility":"user-or-llm","description":"New file content (plain text, will be Base64 encoded automatically)"},"sha":{"type":"string","required":true,"visibility":"user-or-llm","description":"The blob SHA of the file being replaced (get from github_get_file_content)"},"branch":{"type":"string","required":false,"visibility":"user-or-llm","description":"Branch to update the file in (defaults to repository default branch)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"GitHub Personal Access Token"}}},"github_update_file_v2":{"id":"github_update_file_v2","name":"GitHub Update File","description":"Update an existing file in a GitHub repository. Requires the file SHA. Content will be automatically Base64 encoded. Supports files up to 1MB.","version":"2.0.0","params":{"owner":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository owner (user or organization)"},"repo":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository name"},"path":{"type":"string","required":true,"visibility":"user-or-llm","description":"Path to the file to update (e.g., \\"src/index.ts\\")"},"message":{"type":"string","required":true,"visibility":"user-or-llm","description":"Commit message for this file update"},"content":{"type":"string","required":true,"visibility":"user-or-llm","description":"New file content (plain text, will be Base64 encoded automatically)"},"sha":{"type":"string","required":true,"visibility":"user-or-llm","description":"The blob SHA of the file being replaced (get from github_get_file_content)"},"branch":{"type":"string","required":false,"visibility":"user-or-llm","description":"Branch to update the file in (defaults to repository default branch)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"GitHub Personal Access Token"}}},"github_update_gist":{"id":"github_update_gist","name":"GitHub Update Gist","description":"Update a gist description or files. To delete a file, set its value to null in files object","version":"1.0.0","params":{"gist_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The gist ID to update"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"New description for the gist"},"files":{"type":"json","required":false,"visibility":"user-or-llm","description":"JSON object with filenames as keys. Set to null to delete, or provide content to update/add"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"GitHub API token"}}},"github_update_gist_v2":{"id":"github_update_gist_v2","name":"GitHub Update Gist","description":"Update a gist description or files. To delete a file, set its value to null in files object","version":"2.0.0","params":{"gist_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The gist ID to update"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"New description for the gist"},"files":{"type":"json","required":false,"visibility":"user-or-llm","description":"JSON object with filenames as keys. Set to null to delete, or provide content to update/add"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"GitHub API token"}}},"github_update_issue":{"id":"github_update_issue","name":"GitHub Update Issue","description":"Update an existing issue in a GitHub repository","version":"1.0.0","params":{"owner":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository owner"},"repo":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository name"},"issue_number":{"type":"number","required":true,"visibility":"user-or-llm","description":"Issue number"},"title":{"type":"string","required":false,"visibility":"user-or-llm","description":"New issue title"},"body":{"type":"string","required":false,"visibility":"user-or-llm","description":"New issue description/body"},"state":{"type":"string","required":false,"visibility":"user-or-llm","description":"Issue state (open or closed)"},"labels":{"type":"array","required":false,"visibility":"user-or-llm","description":"Array of label names (replaces all existing labels)"},"assignees":{"type":"array","required":false,"visibility":"user-or-llm","description":"Array of usernames (replaces all existing assignees)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"GitHub API token"}}},"github_update_issue_v2":{"id":"github_update_issue_v2","name":"GitHub Update Issue","description":"Update an existing issue in a GitHub repository","version":"2.0.0","params":{"owner":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository owner"},"repo":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository name"},"issue_number":{"type":"number","required":true,"visibility":"user-or-llm","description":"Issue number"},"title":{"type":"string","required":false,"visibility":"user-or-llm","description":"New issue title"},"body":{"type":"string","required":false,"visibility":"user-or-llm","description":"New issue description/body"},"state":{"type":"string","required":false,"visibility":"user-or-llm","description":"Issue state (open or closed)"},"labels":{"type":"array","required":false,"visibility":"user-or-llm","description":"Array of label names (replaces all existing labels)"},"assignees":{"type":"array","required":false,"visibility":"user-or-llm","description":"Array of usernames (replaces all existing assignees)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"GitHub API token"}}},"github_update_milestone":{"id":"github_update_milestone","name":"GitHub Update Milestone","description":"Update a milestone in a repository","version":"1.0.0","params":{"owner":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository owner"},"repo":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository name"},"milestone_number":{"type":"number","required":true,"visibility":"user-or-llm","description":"Milestone number to update"},"title":{"type":"string","required":false,"visibility":"user-or-llm","description":"New milestone title"},"state":{"type":"string","required":false,"visibility":"user-or-llm","description":"New state: open or closed"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"New description"},"due_on":{"type":"string","required":false,"visibility":"user-or-llm","description":"New due date (ISO 8601 format)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"GitHub API token"}}},"github_update_milestone_v2":{"id":"github_update_milestone_v2","name":"GitHub Update Milestone","description":"Update a milestone in a repository","version":"2.0.0","params":{"owner":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository owner"},"repo":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository name"},"milestone_number":{"type":"number","required":true,"visibility":"user-or-llm","description":"Milestone number to update"},"title":{"type":"string","required":false,"visibility":"user-or-llm","description":"New milestone title"},"state":{"type":"string","required":false,"visibility":"user-or-llm","description":"New state: open or closed"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"New description"},"due_on":{"type":"string","required":false,"visibility":"user-or-llm","description":"New due date (ISO 8601 format)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"GitHub API token"}}},"github_update_pr":{"id":"github_update_pr","name":"GitHub Update Pull Request","description":"Update an existing pull request in a GitHub repository","version":"1.0.0","params":{"owner":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository owner"},"repo":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository name"},"pullNumber":{"type":"number","required":true,"visibility":"user-or-llm","description":"Pull request number"},"title":{"type":"string","required":false,"visibility":"user-or-llm","description":"New pull request title"},"body":{"type":"string","required":false,"visibility":"user-or-llm","description":"New pull request description (Markdown)"},"state":{"type":"string","required":false,"visibility":"user-or-llm","description":"New state (open or closed)"},"base":{"type":"string","required":false,"visibility":"user-or-llm","description":"New base branch name"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"GitHub API token"}}},"github_update_pr_v2":{"id":"github_update_pr_v2","name":"GitHub Update Pull Request","description":"Update an existing pull request in a GitHub repository","version":"2.0.0","params":{"owner":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository owner"},"repo":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository name"},"pullNumber":{"type":"number","required":true,"visibility":"user-or-llm","description":"Pull request number"},"title":{"type":"string","required":false,"visibility":"user-or-llm","description":"New pull request title"},"body":{"type":"string","required":false,"visibility":"user-or-llm","description":"New pull request description (Markdown)"},"state":{"type":"string","required":false,"visibility":"user-or-llm","description":"New state (open or closed)"},"base":{"type":"string","required":false,"visibility":"user-or-llm","description":"New base branch name"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"GitHub API token"}}},"github_update_project":{"id":"github_update_project","name":"GitHub Update Project","description":"Update an existing GitHub Project V2. Can update title, description, visibility (public), or status (closed). Requires the project Node ID.","version":"1.0.0","params":{"project_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"Project Node ID (format: PVT_...)"},"title":{"type":"string","required":false,"visibility":"user-or-llm","description":"New project title"},"shortDescription":{"type":"string","required":false,"visibility":"user-or-llm","description":"New project short description"},"project_public":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Set project visibility (true = public, false = private)"},"closed":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Set project status (true = closed, false = open)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"GitHub Personal Access Token with project write permissions"}}},"github_update_project_v2":{"id":"github_update_project_v2","name":"GitHub Update Project","description":"Update an existing GitHub Project V2. Can update title, description, visibility (public), or status (closed). Requires the project Node ID.","version":"2.0.0","params":{"project_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"Project Node ID (format: PVT_...)"},"title":{"type":"string","required":false,"visibility":"user-or-llm","description":"New project title"},"shortDescription":{"type":"string","required":false,"visibility":"user-or-llm","description":"New project short description"},"project_public":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Set project visibility (true = public, false = private)"},"closed":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Set project status (true = closed, false = open)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"GitHub Personal Access Token with project write permissions"}}},"github_update_release":{"id":"github_update_release","name":"GitHub Update Release","description":"Update an existing GitHub release. Modify tag name, target commit, title, description, draft status, or prerelease status.","version":"1.0.0","params":{"owner":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository owner (user or organization)"},"repo":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository name"},"release_id":{"type":"number","required":true,"visibility":"user-or-llm","description":"The unique identifier of the release"},"tag_name":{"type":"string","required":false,"visibility":"user-or-llm","description":"The name of the tag"},"target_commitish":{"type":"string","required":false,"visibility":"user-or-llm","description":"Specifies the commitish value for where the tag is created from"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"The name of the release"},"body":{"type":"string","required":false,"visibility":"user-or-llm","description":"Text describing the contents of the release (markdown supported)"},"draft":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"true to set as draft, false to publish"},"prerelease":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"true to identify as a prerelease, false for a full release"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"GitHub Personal Access Token"}}},"github_update_release_v2":{"id":"github_update_release_v2","name":"GitHub Update Release","description":"Update an existing GitHub release. Modify tag name, target commit, title, description, draft status, or prerelease status.","version":"2.0.0","params":{"owner":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository owner (user or organization)"},"repo":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository name"},"release_id":{"type":"number","required":true,"visibility":"user-or-llm","description":"The unique identifier of the release"},"tag_name":{"type":"string","required":false,"visibility":"user-or-llm","description":"The name of the tag"},"target_commitish":{"type":"string","required":false,"visibility":"user-or-llm","description":"Specifies the commitish value for where the tag is created from"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"The name of the release"},"body":{"type":"string","required":false,"visibility":"user-or-llm","description":"Text describing the contents of the release (markdown supported)"},"draft":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"true to set as draft, false to publish"},"prerelease":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"true to identify as a prerelease, false for a full release"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"GitHub Personal Access Token"}}},"gitlab_activate_user":{"id":"gitlab_activate_user","name":"GitLab Activate User","description":"Reactivate a deactivated GitLab user","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"GitLab admin Personal Access Token (admin_mode)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-managed GitLab host (e.g. gitlab.example.com). Defaults to gitlab.com."},"userId":{"type":"number","required":true,"visibility":"user-or-llm","description":"The ID of the user to act on"}}},"gitlab_add_member":{"id":"gitlab_add_member","name":"GitLab Add Member","description":"Add an existing GitLab user to a project or group at a given access level","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"GitLab Personal Access Token"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-managed GitLab host (e.g. gitlab.example.com). Defaults to gitlab.com."},"resourceType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Whether the resource is a \'project\' or a \'group\'"},"resourceId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Project or group ID or path (e.g. mygroup/myproject)"},"userId":{"type":"number","required":false,"visibility":"user-or-llm","description":"The ID of the user to add. Provide either userId or username."},"username":{"type":"string","required":false,"visibility":"user-or-llm","description":"The username of the user to add. Provide either userId or username."},"accessLevel":{"type":"number","required":true,"visibility":"user-or-llm","description":"Access level: 0 (No access), 5 (Minimal), 10 (Guest), 15 (Planner), 20 (Reporter), 25 (Security Manager), 30 (Developer), 40 (Maintainer), 50 (Owner)"},"expiresAt":{"type":"string","required":false,"visibility":"user-or-llm","description":"Access expiration date in YYYY-MM-DD format"},"memberRoleId":{"type":"number","required":false,"visibility":"user-or-llm","description":"Custom member role ID (GitLab Ultimate only)"}}},"gitlab_add_saml_group_link":{"id":"gitlab_add_saml_group_link","name":"GitLab Add SAML Group Link","description":"Add a SAML group link that maps an identity-provider group to a GitLab group at a given access level (GitLab Premium/Ultimate)","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"GitLab Personal Access Token with group Owner rights"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-managed GitLab host (e.g. gitlab.example.com). Defaults to gitlab.com."},"groupId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Group ID or path (e.g. my-org/my-group)"},"samlGroupName":{"type":"string","required":true,"visibility":"user-or-llm","description":"The name of the SAML group as sent by the identity provider"},"accessLevel":{"type":"number","required":true,"visibility":"user-or-llm","description":"Access level granted to members of the SAML group: 10 (Guest), 15 (Planner), 20 (Reporter), 25 (Security Manager), 30 (Developer), 40 (Maintainer), 50 (Owner)"},"memberRoleId":{"type":"number","required":false,"visibility":"user-or-llm","description":"Custom member role ID (GitLab Ultimate only)"},"provider":{"type":"string","required":false,"visibility":"user-or-llm","description":"Unique provider name that must match for this group link to be applied (GitLab 18.2+)"}}},"gitlab_approve_access_request":{"id":"gitlab_approve_access_request","name":"GitLab Approve Access Request","description":"Approve a pending access request for a GitLab project or group","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"GitLab Personal Access Token"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-managed GitLab host (e.g. gitlab.example.com). Defaults to gitlab.com."},"resourceType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Whether the resource is a \'project\' or a \'group\'"},"resourceId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Project or group ID or path (e.g. mygroup/myproject)"},"userId":{"type":"number","required":true,"visibility":"user-or-llm","description":"The user ID of the access requester"},"accessLevel":{"type":"number","required":false,"visibility":"user-or-llm","description":"Access level to grant: 10 (Guest), 15 (Planner), 20 (Reporter), 25 (Security Manager), 30 (Developer), 40 (Maintainer), 50 (Owner). Defaults to 30 (Developer)."}}},"gitlab_approve_merge_request":{"id":"gitlab_approve_merge_request","name":"GitLab Approve Merge Request","description":"Approve a GitLab merge request","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"GitLab Personal Access Token"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-managed GitLab host (e.g. gitlab.example.com). Defaults to gitlab.com."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Project ID or path (e.g. mygroup/myproject)"},"mergeRequestIid":{"type":"number","required":true,"visibility":"user-or-llm","description":"Merge request internal ID (IID)"},"sha":{"type":"string","required":false,"visibility":"user-or-llm","description":"HEAD SHA of the merge request to approve"}}},"gitlab_approve_user":{"id":"gitlab_approve_user","name":"GitLab Approve User","description":"Approve a GitLab user whose signup is pending administrator approval","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"GitLab admin Personal Access Token (admin_mode)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-managed GitLab host (e.g. gitlab.example.com). Defaults to gitlab.com."},"userId":{"type":"number","required":true,"visibility":"user-or-llm","description":"The ID of the user to act on"}}},"gitlab_ban_user":{"id":"gitlab_ban_user","name":"GitLab Ban User","description":"Ban a GitLab user","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"GitLab admin Personal Access Token (admin_mode)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-managed GitLab host (e.g. gitlab.example.com). Defaults to gitlab.com."},"userId":{"type":"number","required":true,"visibility":"user-or-llm","description":"The ID of the user to act on"}}},"gitlab_block_user":{"id":"gitlab_block_user","name":"GitLab Block User","description":"Block a GitLab user, preventing them from signing in or accessing the instance","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"GitLab admin Personal Access Token (admin_mode)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-managed GitLab host (e.g. gitlab.example.com). Defaults to gitlab.com."},"userId":{"type":"number","required":true,"visibility":"user-or-llm","description":"The ID of the user to act on"}}},"gitlab_cancel_pipeline":{"id":"gitlab_cancel_pipeline","name":"GitLab Cancel Pipeline","description":"Cancel a running GitLab pipeline","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"GitLab Personal Access Token"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-managed GitLab host (e.g. gitlab.example.com). Defaults to gitlab.com."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Project ID or path (e.g. mygroup/myproject)"},"pipelineId":{"type":"number","required":true,"visibility":"user-or-llm","description":"Pipeline ID"}}},"gitlab_compare_branches":{"id":"gitlab_compare_branches","name":"GitLab Compare Branches","description":"Compare two branches, tags, or commits in a GitLab project repository","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"GitLab Personal Access Token"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-managed GitLab host (e.g. gitlab.example.com). Defaults to gitlab.com."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Project ID or path (e.g. mygroup/myproject)"},"from":{"type":"string","required":true,"visibility":"user-or-llm","description":"Commit SHA or branch/tag name to compare from"},"to":{"type":"string","required":true,"visibility":"user-or-llm","description":"Commit SHA or branch/tag name to compare to"},"straight":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Compare directly from..to instead of using the merge base (defaults to false)"},"fromProjectId":{"type":"string","required":false,"visibility":"user-or-llm","description":"ID of the project to compare from (for cross-fork comparisons)"},"unidiff":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Return diffs in unified diff format (GitLab 16.5+)"}}},"gitlab_create_branch":{"id":"gitlab_create_branch","name":"GitLab Create Branch","description":"Create a new branch in a GitLab project repository","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"GitLab Personal Access Token"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-managed GitLab host (e.g. gitlab.example.com). Defaults to gitlab.com."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Project ID or path (e.g. mygroup/myproject)"},"branch":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name of the new branch"},"ref":{"type":"string","required":true,"visibility":"user-or-llm","description":"Source branch/tag/SHA"}}},"gitlab_create_file":{"id":"gitlab_create_file","name":"GitLab Create File","description":"Create a new file in a GitLab project repository","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"GitLab Personal Access Token"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-managed GitLab host (e.g. gitlab.example.com). Defaults to gitlab.com."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Project ID or path (e.g. mygroup/myproject)"},"filePath":{"type":"string","required":true,"visibility":"user-or-llm","description":"Path to the file in the repository"},"branch":{"type":"string","required":true,"visibility":"user-or-llm","description":"Branch to commit the new file to"},"content":{"type":"string","required":true,"visibility":"user-or-llm","description":"File content"},"startBranch":{"type":"string","required":false,"visibility":"user-or-llm","description":"Name of the base branch to create the target branch from, if it does not exist"},"authorName":{"type":"string","required":false,"visibility":"user-or-llm","description":"Commit author name (defaults to the token user)"},"authorEmail":{"type":"string","required":false,"visibility":"user-or-llm","description":"Commit author email (defaults to the token user)"},"executeFilemode":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Enable the execute flag on the file"},"commitMessage":{"type":"string","required":true,"visibility":"user-or-llm","description":"Commit message"}}},"gitlab_create_issue":{"id":"gitlab_create_issue","name":"GitLab Create Issue","description":"Create a new issue in a GitLab project","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"GitLab Personal Access Token"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-managed GitLab host (e.g. gitlab.example.com). Defaults to gitlab.com."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Project ID or path (e.g. mygroup/myproject)"},"title":{"type":"string","required":true,"visibility":"user-or-llm","description":"Issue title"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Issue description (Markdown supported)"},"labels":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of label names"},"assigneeIds":{"type":"array","required":false,"visibility":"user-or-llm","description":"Array of user IDs to assign"},"milestoneId":{"type":"number","required":false,"visibility":"user-or-llm","description":"Milestone ID to assign"},"dueDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Due date in YYYY-MM-DD format"},"confidential":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the issue is confidential"}}},"gitlab_create_issue_note":{"id":"gitlab_create_issue_note","name":"GitLab Create Issue Comment","description":"Add a comment to a GitLab issue","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"GitLab Personal Access Token"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-managed GitLab host (e.g. gitlab.example.com). Defaults to gitlab.com."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Project ID or path (e.g. mygroup/myproject)"},"issueIid":{"type":"number","required":true,"visibility":"user-or-llm","description":"Issue internal ID (IID)"},"body":{"type":"string","required":true,"visibility":"user-or-llm","description":"Comment body (Markdown supported)"},"internal":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Create the comment as an internal note visible only to project members"}}},"gitlab_create_merge_request":{"id":"gitlab_create_merge_request","name":"GitLab Create Merge Request","description":"Create a new merge request in a GitLab project","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"GitLab Personal Access Token"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-managed GitLab host (e.g. gitlab.example.com). Defaults to gitlab.com."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Project ID or path (e.g. mygroup/myproject)"},"sourceBranch":{"type":"string","required":true,"visibility":"user-or-llm","description":"Source branch name"},"targetBranch":{"type":"string","required":true,"visibility":"user-or-llm","description":"Target branch name"},"title":{"type":"string","required":true,"visibility":"user-or-llm","description":"Merge request title"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Merge request description (Markdown supported)"},"labels":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of label names"},"assigneeIds":{"type":"array","required":false,"visibility":"user-or-llm","description":"Array of user IDs to assign"},"milestoneId":{"type":"number","required":false,"visibility":"user-or-llm","description":"Milestone ID to assign"},"removeSourceBranch":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Delete source branch after merge"},"squash":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Squash commits on merge"},"draft":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Mark as draft (applied via the \\"Draft:\\" title prefix)"}}},"gitlab_create_merge_request_note":{"id":"gitlab_create_merge_request_note","name":"GitLab Create Merge Request Comment","description":"Add a comment to a GitLab merge request","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"GitLab Personal Access Token"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-managed GitLab host (e.g. gitlab.example.com). Defaults to gitlab.com."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Project ID or path (e.g. mygroup/myproject)"},"mergeRequestIid":{"type":"number","required":true,"visibility":"user-or-llm","description":"Merge request internal ID (IID)"},"body":{"type":"string","required":true,"visibility":"user-or-llm","description":"Comment body (Markdown supported)"},"internal":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Create the comment as an internal note visible only to project members"}}},"gitlab_create_pipeline":{"id":"gitlab_create_pipeline","name":"GitLab Create Pipeline","description":"Trigger a new pipeline in a GitLab project","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"GitLab Personal Access Token"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-managed GitLab host (e.g. gitlab.example.com). Defaults to gitlab.com."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Project ID or path (e.g. mygroup/myproject)"},"ref":{"type":"string","required":true,"visibility":"user-or-llm","description":"Branch or tag to run the pipeline on"},"variables":{"type":"array","required":false,"visibility":"user-or-llm","description":"Array of variables for the pipeline (each with key, value, and optional variable_type)"},"inputs":{"type":"json","required":false,"visibility":"user-or-llm","description":"Pipeline inputs as a key/value object (for pipelines with spec:inputs)"}}},"gitlab_create_release":{"id":"gitlab_create_release","name":"GitLab Create Release","description":"Create a new release in a GitLab project","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"GitLab Personal Access Token"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-managed GitLab host (e.g. gitlab.example.com). Defaults to gitlab.com."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Project ID or path (e.g. mygroup/myproject)"},"tagName":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Git tag for the release"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"The release name"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Release description/notes (Markdown supported)"},"ref":{"type":"string","required":false,"visibility":"user-or-llm","description":"Commit SHA, branch, or tag to create the tag from if it does not already exist"},"releasedAt":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO 8601 date for an upcoming or historical release"},"tagMessage":{"type":"string","required":false,"visibility":"user-or-llm","description":"Annotation message to use if creating a new annotated tag"},"assetLinks":{"type":"array","required":false,"visibility":"user-or-llm","description":"Release asset links: array of objects with name, url, and optional link_type (other, runbook, image, package)"},"milestones":{"type":"array","required":false,"visibility":"user-or-llm","description":"Array of milestone titles to associate with the release"}}},"gitlab_create_user":{"id":"gitlab_create_user","name":"GitLab Create User","description":"Create a new GitLab user. Requires an administrator token with admin_mode on the instance.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"GitLab admin Personal Access Token (admin_mode)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-managed GitLab host (e.g. gitlab.example.com). Defaults to gitlab.com."},"email":{"type":"string","required":true,"visibility":"user-or-llm","description":"The user\'s email address"},"username":{"type":"string","required":true,"visibility":"user-or-llm","description":"The user\'s username"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"The user\'s display name"},"password":{"type":"string","required":false,"visibility":"user-only","description":"The user\'s password. Omit and set resetPassword to email a reset link instead."},"resetPassword":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Send the user a password reset link instead of setting a password"},"forceRandomPassword":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Set a random password without emailing a reset link (useful for SSO-only accounts). One of password, resetPassword, or forceRandomPassword is required."},"admin":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the new user is an administrator"},"skipConfirmation":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Skip email confirmation for the new user"}}},"gitlab_deactivate_user":{"id":"gitlab_deactivate_user","name":"GitLab Deactivate User","description":"Deactivate a dormant GitLab user","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"GitLab admin Personal Access Token (admin_mode)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-managed GitLab host (e.g. gitlab.example.com). Defaults to gitlab.com."},"userId":{"type":"number","required":true,"visibility":"user-or-llm","description":"The ID of the user to act on"}}},"gitlab_delete_branch":{"id":"gitlab_delete_branch","name":"GitLab Delete Branch","description":"Delete a branch from a GitLab project repository","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"GitLab Personal Access Token"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-managed GitLab host (e.g. gitlab.example.com). Defaults to gitlab.com."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Project ID or path (e.g. mygroup/myproject)"},"branch":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name of the branch to delete"}}},"gitlab_delete_issue":{"id":"gitlab_delete_issue","name":"GitLab Delete Issue","description":"Delete an issue from a GitLab project","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"GitLab Personal Access Token"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-managed GitLab host (e.g. gitlab.example.com). Defaults to gitlab.com."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Project ID or path (e.g. mygroup/myproject)"},"issueIid":{"type":"number","required":true,"visibility":"user-or-llm","description":"Issue internal ID (IID)"}}},"gitlab_delete_saml_group_link":{"id":"gitlab_delete_saml_group_link","name":"GitLab Delete SAML Group Link","description":"Delete a SAML group link from a GitLab group (GitLab Premium/Ultimate)","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"GitLab Personal Access Token with group Owner rights"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-managed GitLab host (e.g. gitlab.example.com). Defaults to gitlab.com."},"groupId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Group ID or path (e.g. my-org/my-group)"},"samlGroupName":{"type":"string","required":true,"visibility":"user-or-llm","description":"The name of the SAML group link to delete"},"provider":{"type":"string","required":false,"visibility":"user-or-llm","description":"Provider name of the link to delete. Required when multiple links share the same SAML group name."}}},"gitlab_delete_user":{"id":"gitlab_delete_user","name":"GitLab Delete User","description":"Delete a GitLab user. Requires an administrator token with admin_mode on the instance.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"GitLab admin Personal Access Token (admin_mode)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-managed GitLab host (e.g. gitlab.example.com). Defaults to gitlab.com."},"userId":{"type":"number","required":true,"visibility":"user-or-llm","description":"The ID of the user to delete"},"hardDelete":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"When true, contributions, personal projects, AND groups owned solely by this user are deleted rather than moved to a Ghost User"}}},"gitlab_delete_user_identity":{"id":"gitlab_delete_user_identity","name":"GitLab Delete User Identity","description":"Delete a user\'s authentication identity (e.g. SAML or LDAP). Requires an administrator token with admin_mode on the instance.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"GitLab admin Personal Access Token (admin_mode)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-managed GitLab host (e.g. gitlab.example.com). Defaults to gitlab.com."},"userId":{"type":"number","required":true,"visibility":"user-or-llm","description":"The ID of the user"},"provider":{"type":"string","required":true,"visibility":"user-or-llm","description":"The external identity provider name (e.g. saml, ldapmain)"}}},"gitlab_deny_access_request":{"id":"gitlab_deny_access_request","name":"GitLab Deny Access Request","description":"Deny (delete) a pending access request for a GitLab project or group","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"GitLab Personal Access Token"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-managed GitLab host (e.g. gitlab.example.com). Defaults to gitlab.com."},"resourceType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Whether the resource is a \'project\' or a \'group\'"},"resourceId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Project or group ID or path (e.g. mygroup/myproject)"},"userId":{"type":"number","required":true,"visibility":"user-or-llm","description":"The user ID of the access requester"}}},"gitlab_get_file":{"id":"gitlab_get_file","name":"GitLab Get File","description":"Get the contents of a file from a GitLab project repository","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"GitLab Personal Access Token"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-managed GitLab host (e.g. gitlab.example.com). Defaults to gitlab.com."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Project ID or path (e.g. mygroup/myproject)"},"filePath":{"type":"string","required":true,"visibility":"user-or-llm","description":"Path to the file in the repository"},"ref":{"type":"string","required":true,"visibility":"user-or-llm","description":"Branch, tag, or commit SHA"}}},"gitlab_get_group":{"id":"gitlab_get_group","name":"GitLab Get Group","description":"Get details of a specific GitLab group","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"GitLab Personal Access Token"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-managed GitLab host (e.g. gitlab.example.com). Defaults to gitlab.com."},"groupId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Group ID or path (e.g. mygroup or parent/subgroup)"}}},"gitlab_get_issue":{"id":"gitlab_get_issue","name":"GitLab Get Issue","description":"Get details of a specific GitLab issue","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"GitLab Personal Access Token"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-managed GitLab host (e.g. gitlab.example.com). Defaults to gitlab.com."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Project ID or path (e.g. mygroup/myproject)"},"issueIid":{"type":"number","required":true,"visibility":"user-or-llm","description":"Issue number within the project (the # shown in GitLab UI)"}}},"gitlab_get_job_log":{"id":"gitlab_get_job_log","name":"GitLab Get Job Log","description":"Get the log (trace) of a GitLab job","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"GitLab Personal Access Token"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-managed GitLab host (e.g. gitlab.example.com). Defaults to gitlab.com."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Project ID or path (e.g. mygroup/myproject)"},"jobId":{"type":"number","required":true,"visibility":"user-or-llm","description":"Job ID"}}},"gitlab_get_merge_request":{"id":"gitlab_get_merge_request","name":"GitLab Get Merge Request","description":"Get details of a specific GitLab merge request","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"GitLab Personal Access Token"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-managed GitLab host (e.g. gitlab.example.com). Defaults to gitlab.com."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Project ID or path (e.g. mygroup/myproject)"},"mergeRequestIid":{"type":"number","required":true,"visibility":"user-or-llm","description":"Merge request internal ID (IID)"}}},"gitlab_get_merge_request_changes":{"id":"gitlab_get_merge_request_changes","name":"GitLab Get Merge Request Changes","description":"Get the file changes (diffs) of a GitLab merge request","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"GitLab Personal Access Token"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-managed GitLab host (e.g. gitlab.example.com). Defaults to gitlab.com."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Project ID or path (e.g. mygroup/myproject)"},"mergeRequestIid":{"type":"number","required":true,"visibility":"user-or-llm","description":"Merge request internal ID (IID)"}}},"gitlab_get_pipeline":{"id":"gitlab_get_pipeline","name":"GitLab Get Pipeline","description":"Get details of a specific GitLab pipeline","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"GitLab Personal Access Token"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-managed GitLab host (e.g. gitlab.example.com). Defaults to gitlab.com."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Project ID or path (e.g. mygroup/myproject)"},"pipelineId":{"type":"number","required":true,"visibility":"user-or-llm","description":"Pipeline ID"}}},"gitlab_get_project":{"id":"gitlab_get_project","name":"GitLab Get Project","description":"Get details of a specific GitLab project","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"GitLab Personal Access Token"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-managed GitLab host (e.g. gitlab.example.com). Defaults to gitlab.com."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Project ID or path (e.g. mygroup/myproject) (e.g., \\"namespace/project\\")"}}},"gitlab_invite_member":{"id":"gitlab_invite_member","name":"GitLab Invite Member","description":"Invite a person to a GitLab project or group by email address","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"GitLab Personal Access Token"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-managed GitLab host (e.g. gitlab.example.com). Defaults to gitlab.com."},"resourceType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Whether the resource is a \'project\' or a \'group\'"},"resourceId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Project or group ID or path (e.g. mygroup/myproject)"},"email":{"type":"string","required":true,"visibility":"user-or-llm","description":"Email address to invite (comma-separated for multiple)"},"accessLevel":{"type":"number","required":true,"visibility":"user-or-llm","description":"Access level: 0 (No access), 5 (Minimal), 10 (Guest), 15 (Planner), 20 (Reporter), 25 (Security Manager), 30 (Developer), 40 (Maintainer), 50 (Owner)"},"expiresAt":{"type":"string","required":false,"visibility":"user-or-llm","description":"Access expiration date in YYYY-MM-DD format"},"memberRoleId":{"type":"number","required":false,"visibility":"user-or-llm","description":"Custom member role ID (GitLab Ultimate only)"},"inviteSource":{"type":"string","required":false,"visibility":"user-or-llm","description":"Identifier recorded as the source of the invitation (for attribution)"}}},"gitlab_list_access_requests":{"id":"gitlab_list_access_requests","name":"GitLab List Access Requests","description":"List pending access requests for a GitLab project or group","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"GitLab Personal Access Token"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-managed GitLab host (e.g. gitlab.example.com). Defaults to gitlab.com."},"resourceType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Whether the resource is a \'project\' or a \'group\'"},"resourceId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Project or group ID or path (e.g. mygroup/myproject)"},"perPage":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (default 20, max 100)"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number for pagination"}}},"gitlab_list_branches":{"id":"gitlab_list_branches","name":"GitLab List Branches","description":"List branches in a GitLab project repository","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"GitLab Personal Access Token"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-managed GitLab host (e.g. gitlab.example.com). Defaults to gitlab.com."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Project ID or path (e.g. mygroup/myproject)"},"search":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter branches by name"},"perPage":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (default 20, max 100)"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number for pagination"}}},"gitlab_list_commits":{"id":"gitlab_list_commits","name":"GitLab List Commits","description":"List commits in a GitLab project repository","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"GitLab Personal Access Token"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-managed GitLab host (e.g. gitlab.example.com). Defaults to gitlab.com."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Project ID or path (e.g. mygroup/myproject)"},"refName":{"type":"string","required":false,"visibility":"user-or-llm","description":"Branch, tag, or revision range to list commits from"},"since":{"type":"string","required":false,"visibility":"user-or-llm","description":"Only commits after this ISO 8601 date"},"until":{"type":"string","required":false,"visibility":"user-or-llm","description":"Only commits before this ISO 8601 date"},"path":{"type":"string","required":false,"visibility":"user-or-llm","description":"Only commits affecting this file path"},"author":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter commits by author"},"perPage":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (default 20, max 100)"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number for pagination"}}},"gitlab_list_groups":{"id":"gitlab_list_groups","name":"GitLab List Groups","description":"List GitLab groups accessible to the authenticated user","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"GitLab Personal Access Token"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-managed GitLab host (e.g. gitlab.example.com). Defaults to gitlab.com."},"owned":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Limit to groups owned by the current user"},"search":{"type":"string","required":false,"visibility":"user-or-llm","description":"Search groups by name or path"},"topLevelOnly":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Limit to top-level groups, excluding subgroups"},"visibility":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by visibility: public, internal, or private"},"minAccessLevel":{"type":"number","required":false,"visibility":"user-or-llm","description":"Only groups where the current user has at least this access level, as an integer (e.g. 30 for Developer). Valid values: 5, 10, 15, 20, 25, 30, 40, 50."},"allAvailable":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Include all groups the user can access, not only groups they are a member of (ignored when owned or a minimum access level is set)"},"orderBy":{"type":"string","required":false,"visibility":"user-or-llm","description":"Order by field (name, path, id, similarity). similarity requires a search term."},"sort":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort direction (asc, desc)"},"perPage":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (default 20, max 100)"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number for pagination"}}},"gitlab_list_invitations":{"id":"gitlab_list_invitations","name":"GitLab List Invitations","description":"List pending email invitations for a GitLab project or group","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"GitLab Personal Access Token"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-managed GitLab host (e.g. gitlab.example.com). Defaults to gitlab.com."},"resourceType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Whether the resource is a \'project\' or a \'group\'"},"resourceId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Project or group ID or path (e.g. mygroup/myproject)"},"query":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter invitations by invited email"},"perPage":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (default 20, max 100)"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number for pagination"}}},"gitlab_list_issues":{"id":"gitlab_list_issues","name":"GitLab List Issues","description":"List issues in a GitLab project","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"GitLab Personal Access Token"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-managed GitLab host (e.g. gitlab.example.com). Defaults to gitlab.com."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Project ID or path (e.g. mygroup/myproject)"},"state":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by state (opened, closed, all)"},"labels":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of label names"},"assigneeId":{"type":"number","required":false,"visibility":"user-or-llm","description":"Filter by assignee user ID"},"milestoneTitle":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by milestone title"},"search":{"type":"string","required":false,"visibility":"user-or-llm","description":"Search issues by title and description"},"orderBy":{"type":"string","required":false,"visibility":"user-or-llm","description":"Order by field (created_at, updated_at, priority, due_date, relative_position, label_priority, milestone_due, popularity, weight)"},"sort":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort direction (asc, desc)"},"perPage":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (default 20, max 100)"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number for pagination"}}},"gitlab_list_members":{"id":"gitlab_list_members","name":"GitLab List Members","description":"List members of a GitLab project or group. Includes members inherited from ancestor groups by default.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"GitLab Personal Access Token"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-managed GitLab host (e.g. gitlab.example.com). Defaults to gitlab.com."},"resourceType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Whether the resource is a \'project\' or a \'group\'"},"resourceId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Project or group ID or path (e.g. mygroup/myproject)"},"directOnly":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"When true, returns only direct members. Defaults to false, which also returns members inherited from ancestor groups."},"query":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter members by name, email, or username"},"userIds":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated user IDs to filter the results to"},"state":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter inherited-member results by state: \'awaiting\' or \'active\' (Premium/Ultimate; only applies when inherited members are included)"},"showSeatInfo":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Include seat information for each member"},"perPage":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (default 20, max 100)"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number for pagination"}}},"gitlab_list_merge_requests":{"id":"gitlab_list_merge_requests","name":"GitLab List Merge Requests","description":"List merge requests in a GitLab project","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"GitLab Personal Access Token"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-managed GitLab host (e.g. gitlab.example.com). 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Defaults to gitlab.com."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Project ID or path (e.g. mygroup/myproject)"},"pipelineId":{"type":"number","required":true,"visibility":"user-or-llm","description":"Pipeline ID"},"scope":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter jobs by scope (e.g. created, running, success, failed)"},"includeRetried":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to include retried jobs"},"perPage":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (default 20, max 100)"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number for pagination"}}},"gitlab_list_pipelines":{"id":"gitlab_list_pipelines","name":"GitLab List Pipelines","description":"List pipelines in a GitLab project","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"GitLab Personal Access Token"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-managed GitLab host (e.g. gitlab.example.com). 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Use this to detect whether a group is governed by SAML group sync before provisioning members.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"GitLab Personal Access Token"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-managed GitLab host (e.g. gitlab.example.com). Defaults to gitlab.com."},"groupId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Group ID or path (e.g. my-org/my-group)"}}},"gitlab_list_user_memberships":{"id":"gitlab_list_user_memberships","name":"GitLab List User Memberships","description":"List a user\'s project and group memberships. Requires an administrator access token (GET /users/:id/memberships is admin-only). For a non-admin path, iterate List Members on each project or group instead.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"GitLab Personal Access Token (must belong to an administrator)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-managed GitLab host (e.g. gitlab.example.com). Defaults to gitlab.com."},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the user whose memberships to list"},"membershipType":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by source: \'Project\' or \'Namespace\' (group). Omit for all memberships."},"perPage":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (default 20, max 100)"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number for pagination"}}},"gitlab_merge_merge_request":{"id":"gitlab_merge_merge_request","name":"GitLab Merge Merge Request","description":"Merge a merge request in a GitLab project","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"GitLab Personal Access Token"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-managed GitLab host (e.g. gitlab.example.com). Defaults to gitlab.com."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Project ID or path (e.g. mygroup/myproject)"},"mergeRequestIid":{"type":"number","required":true,"visibility":"user-or-llm","description":"Merge request internal ID (IID)"},"mergeCommitMessage":{"type":"string","required":false,"visibility":"user-or-llm","description":"Custom merge commit message"},"squashCommitMessage":{"type":"string","required":false,"visibility":"user-or-llm","description":"Custom squash commit message"},"squash":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Squash commits before merging"},"shouldRemoveSourceBranch":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Delete source branch after merge"},"mergeWhenPipelineSucceeds":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Merge when pipeline succeeds"}}},"gitlab_play_job":{"id":"gitlab_play_job","name":"GitLab Play Job","description":"Trigger (play) a manual GitLab job","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"GitLab Personal Access Token"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-managed GitLab host (e.g. gitlab.example.com). Defaults to gitlab.com."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Project ID or path (e.g. mygroup/myproject)"},"jobId":{"type":"number","required":true,"visibility":"user-or-llm","description":"Job ID"},"jobVariables":{"type":"array","required":false,"visibility":"user-or-llm","description":"Variables for the manual job (array of objects with key and value)"}}},"gitlab_reject_user":{"id":"gitlab_reject_user","name":"GitLab Reject User","description":"Reject a GitLab user whose signup is pending administrator approval","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"GitLab admin Personal Access Token (admin_mode)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-managed GitLab host (e.g. gitlab.example.com). Defaults to gitlab.com."},"userId":{"type":"number","required":true,"visibility":"user-or-llm","description":"The ID of the user to act on"}}},"gitlab_remove_member":{"id":"gitlab_remove_member","name":"GitLab Remove Member","description":"Remove a member from a GitLab project or group","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"GitLab Personal Access Token"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-managed GitLab host (e.g. gitlab.example.com). Defaults to gitlab.com."},"resourceType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Whether the resource is a \'project\' or a \'group\'"},"resourceId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Project or group ID or path (e.g. mygroup/myproject)"},"userId":{"type":"number","required":true,"visibility":"user-or-llm","description":"The ID of the member to remove"},"skipSubresources":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Skip deleting the member from subgroups and projects below the target (defaults to false)"},"unassignIssuables":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Unassign the member from all issues and merge requests in the target (defaults to false)"}}},"gitlab_retry_pipeline":{"id":"gitlab_retry_pipeline","name":"GitLab Retry Pipeline","description":"Retry a failed GitLab pipeline","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"GitLab Personal Access Token"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-managed GitLab host (e.g. gitlab.example.com). Defaults to gitlab.com."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Project ID or path (e.g. mygroup/myproject)"},"pipelineId":{"type":"number","required":true,"visibility":"user-or-llm","description":"Pipeline ID"}}},"gitlab_revoke_invitation":{"id":"gitlab_revoke_invitation","name":"GitLab Revoke Invitation","description":"Revoke a pending email invitation to a GitLab project or group","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"GitLab Personal Access Token"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-managed GitLab host (e.g. gitlab.example.com). Defaults to gitlab.com."},"resourceType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Whether the resource is a \'project\' or a \'group\'"},"resourceId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Project or group ID or path (e.g. mygroup/myproject)"},"email":{"type":"string","required":true,"visibility":"user-or-llm","description":"Email address of the invitation to revoke"}}},"gitlab_search_users":{"id":"gitlab_search_users","name":"GitLab Search Users","description":"Search for GitLab users by name, username, or email. Email matches must be exact; private emails match only with an admin token. Use this to resolve an email to a user ID before adding a member.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"GitLab Personal Access Token"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-managed GitLab host (e.g. gitlab.example.com). Defaults to gitlab.com."},"search":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name, username, or email to search for"},"perPage":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (default 20, max 100)"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number for pagination"}}},"gitlab_unban_user":{"id":"gitlab_unban_user","name":"GitLab Unban User","description":"Unban a previously banned GitLab user","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"GitLab admin Personal Access Token (admin_mode)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-managed GitLab host (e.g. gitlab.example.com). Defaults to gitlab.com."},"userId":{"type":"number","required":true,"visibility":"user-or-llm","description":"The ID of the user to act on"}}},"gitlab_unblock_user":{"id":"gitlab_unblock_user","name":"GitLab Unblock User","description":"Unblock a previously blocked GitLab user","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"GitLab admin Personal Access Token (admin_mode)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-managed GitLab host (e.g. gitlab.example.com). Defaults to gitlab.com."},"userId":{"type":"number","required":true,"visibility":"user-or-llm","description":"The ID of the user to act on"}}},"gitlab_update_file":{"id":"gitlab_update_file","name":"GitLab Update File","description":"Update an existing file in a GitLab project repository","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"GitLab Personal Access Token"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-managed GitLab host (e.g. gitlab.example.com). Defaults to gitlab.com."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Project ID or path (e.g. mygroup/myproject)"},"filePath":{"type":"string","required":true,"visibility":"user-or-llm","description":"Path to the file in the repository"},"branch":{"type":"string","required":true,"visibility":"user-or-llm","description":"Branch to commit the update to"},"content":{"type":"string","required":true,"visibility":"user-or-llm","description":"New file content"},"startBranch":{"type":"string","required":false,"visibility":"user-or-llm","description":"Name of the base branch to create the target branch from, if it does not exist"},"authorName":{"type":"string","required":false,"visibility":"user-or-llm","description":"Commit author name (defaults to the token user)"},"authorEmail":{"type":"string","required":false,"visibility":"user-or-llm","description":"Commit author email (defaults to the token user)"},"executeFilemode":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Enable or disable the execute flag on the file"},"commitMessage":{"type":"string","required":true,"visibility":"user-or-llm","description":"Commit message"},"lastCommitId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Last known commit ID for the file (optimistic locking)"}}},"gitlab_update_invitation":{"id":"gitlab_update_invitation","name":"GitLab Update Invitation","description":"Update a pending invitation to a GitLab project or group","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"GitLab Personal Access Token"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-managed GitLab host (e.g. gitlab.example.com). Defaults to gitlab.com."},"resourceType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Whether the resource is a \'project\' or a \'group\'"},"resourceId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Project or group ID or path (e.g. mygroup/myproject)"},"email":{"type":"string","required":true,"visibility":"user-or-llm","description":"Email address of the invitation to update"},"accessLevel":{"type":"number","required":false,"visibility":"user-or-llm","description":"New access level: 10 (Guest), 15 (Planner), 20 (Reporter), 25 (Security Manager), 30 (Developer), 40 (Maintainer), 50 (Owner)"},"expiresAt":{"type":"string","required":false,"visibility":"user-or-llm","description":"Access expiration date (ISO 8601, e.g. 2026-12-31T00:00:00Z; date-only also accepted). At least one of accessLevel or expiresAt must be provided."}}},"gitlab_update_issue":{"id":"gitlab_update_issue","name":"GitLab Update Issue","description":"Update an existing issue in a GitLab project","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"GitLab Personal Access Token"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-managed GitLab host (e.g. gitlab.example.com). Defaults to gitlab.com."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Project ID or path (e.g. mygroup/myproject)"},"issueIid":{"type":"number","required":true,"visibility":"user-or-llm","description":"Issue internal ID (IID)"},"title":{"type":"string","required":false,"visibility":"user-or-llm","description":"New issue title"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"New issue description (Markdown supported)"},"stateEvent":{"type":"string","required":false,"visibility":"user-or-llm","description":"State event (close or reopen)"},"labels":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of label names"},"assigneeIds":{"type":"array","required":false,"visibility":"user-or-llm","description":"Array of user IDs to assign"},"milestoneId":{"type":"number","required":false,"visibility":"user-or-llm","description":"Milestone ID to assign"},"dueDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Due date in YYYY-MM-DD format"},"confidential":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the issue is confidential"}}},"gitlab_update_member":{"id":"gitlab_update_member","name":"GitLab Update Member","description":"Update a member\'s access level in a GitLab project or group","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"GitLab Personal Access Token"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-managed GitLab host (e.g. gitlab.example.com). Defaults to gitlab.com."},"resourceType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Whether the resource is a \'project\' or a \'group\'"},"resourceId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Project or group ID or path (e.g. mygroup/myproject)"},"userId":{"type":"number","required":true,"visibility":"user-or-llm","description":"The ID of the member to update"},"accessLevel":{"type":"number","required":true,"visibility":"user-or-llm","description":"New access level: 0 (No access), 5 (Minimal), 10 (Guest), 15 (Planner), 20 (Reporter), 25 (Security Manager), 30 (Developer), 40 (Maintainer), 50 (Owner)"},"expiresAt":{"type":"string","required":false,"visibility":"user-or-llm","description":"Access expiration date in YYYY-MM-DD format. Pass an empty string to clear an existing expiration."},"memberRoleId":{"type":"number","required":false,"visibility":"user-or-llm","description":"Custom member role ID (GitLab Ultimate only). Warning: when omitted, GitLab removes any custom role the member currently holds."}}},"gitlab_update_merge_request":{"id":"gitlab_update_merge_request","name":"GitLab Update Merge Request","description":"Update an existing merge request in a GitLab project","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"GitLab Personal Access Token"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-managed GitLab host (e.g. gitlab.example.com). Defaults to gitlab.com."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Project ID or path (e.g. mygroup/myproject)"},"mergeRequestIid":{"type":"number","required":true,"visibility":"user-or-llm","description":"Merge request internal ID (IID)"},"title":{"type":"string","required":false,"visibility":"user-or-llm","description":"New merge request title"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"New merge request description"},"stateEvent":{"type":"string","required":false,"visibility":"user-or-llm","description":"State event (close or reopen)"},"labels":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of label names"},"assigneeIds":{"type":"array","required":false,"visibility":"user-or-llm","description":"Array of user IDs to assign"},"milestoneId":{"type":"number","required":false,"visibility":"user-or-llm","description":"Milestone ID to assign"},"targetBranch":{"type":"string","required":false,"visibility":"user-or-llm","description":"New target branch"},"removeSourceBranch":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Delete source branch after merge"},"squash":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Squash commits on merge"},"draft":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Mark as draft or remove draft status (applied via the \\"Draft:\\" title prefix; requires title to be set)"}}},"gitlab_update_user":{"id":"gitlab_update_user","name":"GitLab Update User","description":"Modify an existing GitLab user. Requires an administrator token with admin_mode on the instance.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"GitLab admin Personal Access Token (admin_mode)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-managed GitLab host (e.g. gitlab.example.com). Defaults to gitlab.com."},"userId":{"type":"number","required":true,"visibility":"user-or-llm","description":"The ID of the user to modify"},"email":{"type":"string","required":false,"visibility":"user-or-llm","description":"The user\'s new email address (GitLab only allows changing to one of the user\'s existing verified secondary emails)"},"username":{"type":"string","required":false,"visibility":"user-or-llm","description":"The user\'s new username"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"The user\'s new display name"},"admin":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the user is an administrator"}}},"gmail_add_label":{"id":"gmail_add_label","name":"Gmail Add Label","description":"Add label(s) to a Gmail message","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Gmail API"},"messageId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the message to add labels to"},"labelIds":{"type":"string","required":true,"visibility":"user-or-llm","description":"Comma-separated label IDs to add (e.g., INBOX, Label_123)"}},"oauth":{"required":true,"provider":"google-email"}},"gmail_add_label_v2":{"id":"gmail_add_label_v2","name":"Gmail Add Label","description":"Add label(s) to a Gmail message. Returns API-aligned fields only.","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Gmail API"},"messageId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the message to add labels to"},"labelIds":{"type":"string","required":true,"visibility":"user-or-llm","description":"Comma-separated label IDs to add (e.g., INBOX, Label_123)"}},"oauth":{"required":true,"provider":"google-email"}},"gmail_archive":{"id":"gmail_archive","name":"Gmail Archive","description":"Archive a Gmail message (remove from inbox)","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Gmail API"},"messageId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the message to archive"}},"oauth":{"required":true,"provider":"google-email"}},"gmail_archive_v2":{"id":"gmail_archive_v2","name":"Gmail Archive","description":"Archive a Gmail message (remove from inbox). Returns API-aligned fields only.","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Gmail API"},"messageId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the message to archive"}},"oauth":{"required":true,"provider":"google-email"}},"gmail_create_label_v2":{"id":"gmail_create_label_v2","name":"Gmail Create Label","description":"Create a new label in Gmail","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Gmail API"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Display name for the new label"},"messageListVisibility":{"type":"string","required":false,"visibility":"user-or-llm","description":"Visibility of messages with this label in the message list (show or hide)"},"labelListVisibility":{"type":"string","required":false,"visibility":"user-or-llm","description":"Visibility of the label in the label list (labelShow, labelShowIfUnread, or labelHide)"}},"oauth":{"required":true,"provider":"google-email"}},"gmail_delete":{"id":"gmail_delete","name":"Gmail Delete","description":"Delete a Gmail message (move to trash)","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Gmail API"},"messageId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the message to delete"}},"oauth":{"required":true,"provider":"google-email"}},"gmail_delete_draft_v2":{"id":"gmail_delete_draft_v2","name":"Gmail Delete Draft","description":"Delete a specific draft from Gmail","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Gmail API"},"draftId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the draft to delete"}},"oauth":{"required":true,"provider":"google-email"}},"gmail_delete_label_v2":{"id":"gmail_delete_label_v2","name":"Gmail Delete Label","description":"Delete a label from Gmail","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Gmail API"},"labelId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the label to delete"}},"oauth":{"required":true,"provider":"google-email"}},"gmail_delete_v2":{"id":"gmail_delete_v2","name":"Gmail Delete","description":"Delete a Gmail message (move to trash). Returns API-aligned fields only.","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Gmail API"},"messageId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the message to delete"}},"oauth":{"required":true,"provider":"google-email"}},"gmail_draft":{"id":"gmail_draft","name":"Gmail Draft","description":"Draft emails using Gmail","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Gmail API"},"to":{"type":"string","required":true,"visibility":"user-or-llm","description":"Recipient email address"},"subject":{"type":"string","required":false,"visibility":"user-or-llm","description":"Email subject"},"body":{"type":"string","required":true,"visibility":"user-or-llm","description":"Email body content"},"contentType":{"type":"string","required":false,"visibility":"user-or-llm","description":"Content type for the email body (text or html)"},"threadId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Thread ID to reply to (for threading)"},"replyToMessageId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Gmail message ID to reply to - use the \\"id\\" field from Gmail Read results (not the RFC \\"messageId\\")"},"cc":{"type":"string","required":false,"visibility":"user-or-llm","description":"CC recipients (comma-separated)"},"bcc":{"type":"string","required":false,"visibility":"user-or-llm","description":"BCC recipients (comma-separated)"},"attachments":{"type":"file[]","required":false,"visibility":"user-only","description":"Files to attach to the email draft"}},"oauth":{"required":true,"provider":"google-email"}},"gmail_draft_v2":{"id":"gmail_draft_v2","name":"Gmail Draft","description":"Draft emails using Gmail. Returns API-aligned fields only.","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Gmail API"},"to":{"type":"string","required":true,"visibility":"user-or-llm","description":"Recipient email address"},"subject":{"type":"string","required":false,"visibility":"user-or-llm","description":"Email subject"},"body":{"type":"string","required":true,"visibility":"user-or-llm","description":"Email body content"},"contentType":{"type":"string","required":false,"visibility":"user-or-llm","description":"Content type for the email body (text or html)"},"threadId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Thread ID to reply to (for threading)"},"replyToMessageId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Gmail message ID to reply to - use the \\"id\\" field from Gmail Read results (not the RFC \\"messageId\\")"},"cc":{"type":"string","required":false,"visibility":"user-or-llm","description":"CC recipients (comma-separated)"},"bcc":{"type":"string","required":false,"visibility":"user-or-llm","description":"BCC recipients (comma-separated)"},"attachments":{"type":"file[]","required":false,"visibility":"user-only","description":"Files to attach to the email draft"}},"oauth":{"required":true,"provider":"google-email"}},"gmail_edit_draft_v2":{"id":"gmail_edit_draft_v2","name":"Gmail Edit Draft","description":"Update an existing Gmail draft in place without deleting and recreating it.","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Gmail API"},"draftId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the draft to update (from Gmail List Drafts or Gmail Get Draft)"},"to":{"type":"string","required":true,"visibility":"user-or-llm","description":"Recipient email address"},"subject":{"type":"string","required":false,"visibility":"user-or-llm","description":"Email subject"},"body":{"type":"string","required":true,"visibility":"user-or-llm","description":"Email body content"},"contentType":{"type":"string","required":false,"visibility":"user-or-llm","description":"Content type for the email body (text or html)"},"threadId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Thread ID to associate the draft with (for threading)"},"replyToMessageId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Gmail message ID to reply to - use the \\"id\\" field from Gmail Read results (not the RFC \\"messageId\\")"},"cc":{"type":"string","required":false,"visibility":"user-or-llm","description":"CC recipients (comma-separated)"},"bcc":{"type":"string","required":false,"visibility":"user-or-llm","description":"BCC recipients (comma-separated)"},"attachments":{"type":"file[]","required":false,"visibility":"user-only","description":"Files to attach to the email draft"}},"oauth":{"required":true,"provider":"google-email"}},"gmail_get_draft_v2":{"id":"gmail_get_draft_v2","name":"Gmail Get Draft","description":"Get a specific draft from Gmail by its ID","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Gmail API"},"draftId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the draft to retrieve"}},"oauth":{"required":true,"provider":"google-email"}},"gmail_get_thread_v2":{"id":"gmail_get_thread_v2","name":"Gmail Get Thread","description":"Get a specific email thread from Gmail, including all messages in the thread","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Gmail API"},"threadId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the thread to retrieve"},"format":{"type":"string","required":false,"visibility":"user-or-llm","description":"Format to return the messages in (full, metadata, or minimal). Defaults to full."}},"oauth":{"required":true,"provider":"google-email"}},"gmail_list_drafts_v2":{"id":"gmail_list_drafts_v2","name":"Gmail List Drafts","description":"List all drafts in a Gmail account","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Gmail API"},"maxResults":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of drafts to return (default: 100, max: 500)"},"pageToken":{"type":"string","required":false,"visibility":"user-or-llm","description":"Page token for paginated results"},"query":{"type":"string","required":false,"visibility":"user-or-llm","description":"Search query to filter drafts (same syntax as Gmail search)"}},"oauth":{"required":true,"provider":"google-email"}},"gmail_list_labels_v2":{"id":"gmail_list_labels_v2","name":"Gmail List Labels","description":"List all labels in a Gmail account","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Gmail API"}},"oauth":{"required":true,"provider":"google-email"}},"gmail_list_threads_v2":{"id":"gmail_list_threads_v2","name":"Gmail List Threads","description":"List email threads in a Gmail account","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Gmail API"},"maxResults":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of threads to return (default: 100, max: 500)"},"pageToken":{"type":"string","required":false,"visibility":"user-or-llm","description":"Page token for paginated results"},"query":{"type":"string","required":false,"visibility":"user-or-llm","description":"Search query to filter threads (same syntax as Gmail search)"},"labelIds":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated label IDs to filter threads by"}},"oauth":{"required":true,"provider":"google-email"}},"gmail_mark_read":{"id":"gmail_mark_read","name":"Gmail Mark as Read","description":"Mark a Gmail message as read","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Gmail API"},"messageId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the message to mark as read"}},"oauth":{"required":true,"provider":"google-email"}},"gmail_mark_read_v2":{"id":"gmail_mark_read_v2","name":"Gmail Mark as Read","description":"Mark a Gmail message as read. 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Returns API-aligned fields only.","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Gmail API"},"messageId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the message to mark as unread"}},"oauth":{"required":true,"provider":"google-email"}},"gmail_move":{"id":"gmail_move","name":"Gmail Move","description":"Move emails between Gmail labels/folders","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Gmail API"},"messageId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the message to move"},"addLabelIds":{"type":"string","required":true,"visibility":"user-or-llm","description":"Comma-separated label IDs to add (e.g., INBOX, Label_123)"},"removeLabelIds":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated label IDs to remove (e.g., INBOX, SPAM)"}},"oauth":{"required":true,"provider":"google-email"}},"gmail_move_v2":{"id":"gmail_move_v2","name":"Gmail Move","description":"Move emails between labels/folders in Gmail. Returns API-aligned fields only.","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Gmail API"},"messageId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the message to move"},"addLabelIds":{"type":"string","required":true,"visibility":"user-or-llm","description":"Comma-separated label IDs to add (e.g., INBOX, Label_123)"},"removeLabelIds":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated label IDs to remove (e.g., INBOX, SPAM)"}},"oauth":{"required":true,"provider":"google-email"}},"gmail_read":{"id":"gmail_read","name":"Gmail Read","description":"Read emails from Gmail","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Gmail API"},"messageId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Gmail message ID to read (e.g., 18f1a2b3c4d5e6f7)"},"folder":{"type":"string","required":false,"visibility":"user-or-llm","description":"Folder/label to read emails from (e.g., INBOX, SENT, DRAFT, TRASH, SPAM, or custom label name)"},"unreadOnly":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Set to true to only retrieve unread messages"},"maxResults":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of messages to retrieve (default: 1, max: 10)"},"includeAttachments":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Set to true to download and include email attachments"}},"oauth":{"required":true,"provider":"google-email"}},"gmail_read_v2":{"id":"gmail_read_v2","name":"Gmail Read","description":"Read emails from Gmail. Returns API-aligned fields only.","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Gmail API"},"messageId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Gmail message ID to read (e.g., 18f1a2b3c4d5e6f7)"},"folder":{"type":"string","required":false,"visibility":"user-or-llm","description":"Folder/label to read emails from (e.g., INBOX, SENT, DRAFT, TRASH, SPAM, or custom label name)"},"unreadOnly":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Set to true to only retrieve unread messages"},"maxResults":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of messages to retrieve (default: 1, max: 10)"},"includeAttachments":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Set to true to download and include email attachments"}},"oauth":{"required":true,"provider":"google-email"}},"gmail_remove_label":{"id":"gmail_remove_label","name":"Gmail Remove Label","description":"Remove label(s) from a Gmail message","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Gmail API"},"messageId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the message to remove labels from"},"labelIds":{"type":"string","required":true,"visibility":"user-or-llm","description":"Comma-separated label IDs to remove (e.g., INBOX, Label_123)"}},"oauth":{"required":true,"provider":"google-email"}},"gmail_remove_label_v2":{"id":"gmail_remove_label_v2","name":"Gmail Remove Label","description":"Remove label(s) from a Gmail message. Returns API-aligned fields only.","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Gmail API"},"messageId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the message to remove labels from"},"labelIds":{"type":"string","required":true,"visibility":"user-or-llm","description":"Comma-separated label IDs to remove (e.g., INBOX, Label_123)"}},"oauth":{"required":true,"provider":"google-email"}},"gmail_search":{"id":"gmail_search","name":"Gmail Search","description":"Search emails in Gmail","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Gmail API"},"query":{"type":"string","required":true,"visibility":"user-or-llm","description":"Search query for emails"},"maxResults":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of results to return (e.g., 10, 25, 50)"}},"oauth":{"required":true,"provider":"google-email"}},"gmail_search_v2":{"id":"gmail_search_v2","name":"Gmail Search","description":"Search emails in Gmail. Returns API-aligned fields only.","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Gmail API"},"query":{"type":"string","required":true,"visibility":"user-or-llm","description":"Search query for emails"},"maxResults":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of results to return (e.g., 10, 25, 50)"}},"oauth":{"required":true,"provider":"google-email"}},"gmail_send":{"id":"gmail_send","name":"Gmail Send","description":"Send emails using Gmail","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Gmail API"},"to":{"type":"string","required":true,"visibility":"user-or-llm","description":"Recipient email address"},"subject":{"type":"string","required":false,"visibility":"user-or-llm","description":"Email subject"},"body":{"type":"string","required":true,"visibility":"user-or-llm","description":"Email body content"},"contentType":{"type":"string","required":false,"visibility":"user-or-llm","description":"Content type for the email body (text or html)"},"threadId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Thread ID to reply to (for threading)"},"replyToMessageId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Gmail message ID to reply to - use the \\"id\\" field from Gmail Read results (not the RFC \\"messageId\\")"},"cc":{"type":"string","required":false,"visibility":"user-or-llm","description":"CC recipients (comma-separated)"},"bcc":{"type":"string","required":false,"visibility":"user-or-llm","description":"BCC recipients (comma-separated)"},"attachments":{"type":"file[]","required":false,"visibility":"user-only","description":"Files to attach to the email"}},"oauth":{"required":true,"provider":"google-email"}},"gmail_send_v2":{"id":"gmail_send_v2","name":"Gmail Send","description":"Send emails using Gmail. Returns API-aligned fields only.","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Gmail API"},"to":{"type":"string","required":true,"visibility":"user-or-llm","description":"Recipient email address"},"subject":{"type":"string","required":false,"visibility":"user-or-llm","description":"Email subject"},"body":{"type":"string","required":true,"visibility":"user-or-llm","description":"Email body content"},"contentType":{"type":"string","required":false,"visibility":"user-or-llm","description":"Content type for the email body (text or html)"},"threadId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Thread ID to reply to (for threading)"},"replyToMessageId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Gmail message ID to reply to - use the \\"id\\" field from Gmail Read results (not the RFC \\"messageId\\")"},"cc":{"type":"string","required":false,"visibility":"user-or-llm","description":"CC recipients (comma-separated)"},"bcc":{"type":"string","required":false,"visibility":"user-or-llm","description":"BCC recipients (comma-separated)"},"attachments":{"type":"file[]","required":false,"visibility":"user-only","description":"Files to attach to the email"}},"oauth":{"required":true,"provider":"google-email"}},"gmail_trash_thread_v2":{"id":"gmail_trash_thread_v2","name":"Gmail Trash Thread","description":"Move an email thread to trash in Gmail","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Gmail API"},"threadId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the thread to trash"}},"oauth":{"required":true,"provider":"google-email"}},"gmail_unarchive":{"id":"gmail_unarchive","name":"Gmail Unarchive","description":"Unarchive a Gmail message (move back to inbox)","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Gmail API"},"messageId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the message to unarchive"}},"oauth":{"required":true,"provider":"google-email"}},"gmail_unarchive_v2":{"id":"gmail_unarchive_v2","name":"Gmail Unarchive","description":"Unarchive a Gmail message (move back to inbox). Returns API-aligned fields only.","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Gmail API"},"messageId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the message to unarchive"}},"oauth":{"required":true,"provider":"google-email"}},"gmail_untrash_thread_v2":{"id":"gmail_untrash_thread_v2","name":"Gmail Untrash Thread","description":"Remove an email thread from trash in Gmail","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Gmail API"},"threadId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the thread to untrash"}},"oauth":{"required":true,"provider":"google-email"}},"gmail_update_label_v2":{"id":"gmail_update_label_v2","name":"Gmail Update Label","description":"Update a Gmail label in place (rename or change visibility) without recreating it","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Gmail API"},"labelId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the label to update (from Gmail List Labels)"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"New display name for the label"},"messageListVisibility":{"type":"string","required":false,"visibility":"user-or-llm","description":"Visibility of messages with this label in the message list (show or hide)"},"labelListVisibility":{"type":"string","required":false,"visibility":"user-or-llm","description":"Visibility of the label in the label list (labelShow, labelShowIfUnread, or labelHide)"}},"oauth":{"required":true,"provider":"google-email"}},"gong_aggregate_activity":{"id":"gong_aggregate_activity","name":"Gong Aggregate Activity","description":"Retrieve aggregated activity statistics for users by date range from Gong.","version":"1.0.0","params":{"accessKey":{"type":"string","required":true,"visibility":"user-only","description":"Gong API Access Key"},"accessKeySecret":{"type":"string","required":true,"visibility":"user-only","description":"Gong API Access Key Secret"},"userIds":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of Gong user IDs (up to 20 digits each)"},"fromDate":{"type":"string","required":true,"visibility":"user-or-llm","description":"Start date in YYYY-MM-DD format (inclusive, in company timezone)"},"toDate":{"type":"string","required":true,"visibility":"user-or-llm","description":"End date in YYYY-MM-DD format (exclusive, in company timezone, cannot exceed current day)"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor from a previous response"}}},"gong_aggregate_by_period":{"id":"gong_aggregate_by_period","name":"Gong Aggregate by Period","description":"Retrieve aggregated user activity grouped into time periods (day, week, month, quarter, year) by date range from Gong.","version":"1.0.0","params":{"accessKey":{"type":"string","required":true,"visibility":"user-only","description":"Gong API Access Key"},"accessKeySecret":{"type":"string","required":true,"visibility":"user-only","description":"Gong API Access Key Secret"},"aggregationPeriod":{"type":"string","required":true,"visibility":"user-or-llm","description":"Calendar period to group activity by: DAY, WEEK, MONTH, QUARTER, or YEAR (week starts Monday)"},"userIds":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of Gong user IDs (up to 20 digits each)"},"fromDate":{"type":"string","required":true,"visibility":"user-or-llm","description":"Start date in YYYY-MM-DD format (inclusive, in company timezone)"},"toDate":{"type":"string","required":true,"visibility":"user-or-llm","description":"End date in YYYY-MM-DD format (exclusive, in company timezone, cannot exceed current day)"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor from a previous response"}}},"gong_answered_scorecards":{"id":"gong_answered_scorecards","name":"Gong Answered Scorecards","description":"Retrieve answered scorecards for reviewed users or by date range from Gong.","version":"1.0.0","params":{"accessKey":{"type":"string","required":true,"visibility":"user-only","description":"Gong API Access Key"},"accessKeySecret":{"type":"string","required":true,"visibility":"user-only","description":"Gong API Access Key Secret"},"callFromDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Start date for calls in YYYY-MM-DD format (inclusive, in company timezone). Defaults to earliest recorded call."},"callToDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"End date for calls in YYYY-MM-DD format (exclusive, in company timezone). Defaults to latest recorded call."},"reviewFromDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Start date for reviews in YYYY-MM-DD format (inclusive, in company timezone). Defaults to earliest reviewed call."},"reviewToDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"End date for reviews in YYYY-MM-DD format (exclusive, in company timezone). Defaults to latest reviewed call."},"scorecardIds":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of scorecard IDs to filter by"},"reviewedUserIds":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of reviewed user IDs to filter by"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor from a previous response"}}},"gong_ask_anything":{"id":"gong_ask_anything","name":"Gong Ask Anything","description":"Ask a natural-language question about a CRM account, deal, contact, or lead. Gong answers from up to 60 calls and 500 emails associated with the entity. Consumes Gong credits.","version":"1.0.0","params":{"accessKey":{"type":"string","required":true,"visibility":"user-only","description":"Gong API Access Key"},"accessKeySecret":{"type":"string","required":true,"visibility":"user-only","description":"Gong API Access Key Secret"},"workspaceId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Gong workspace ID the entity belongs to"},"crmEntityType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Type of the CRM entity: ACCOUNT, CONTACT, DEAL, or LEAD"},"crmEntityId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The CRM ID of the entity the question is asked about"},"question":{"type":"string","required":true,"visibility":"user-or-llm","description":"The natural-language question to ask about the entity"},"timePeriod":{"type":"string","required":true,"visibility":"user-or-llm","description":"Time period of conversations to consider: LAST_7DAYS, LAST_30DAYS, LAST_90DAYS, LAST_90_DAYS_SINCE_LAST_ACTIVITY, LAST_YEAR_SINCE_LAST_ACTIVITY, LAST_YEAR, THIS_WEEK, THIS_MONTH, THIS_YEAR, THIS_QUARTER, CUSTOM_RANGE, or ALL_CONVERSATIONS"},"fromDateTime":{"type":"string","required":false,"visibility":"user-or-llm","description":"Start date/time (UTC, ISO-8601) for calls and emails to include. Required when timePeriod is CUSTOM_RANGE."},"toDateTime":{"type":"string","required":false,"visibility":"user-or-llm","description":"End date/time (UTC, ISO-8601) for calls and emails to include. 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Returns API-aligned fields only.","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Google Calendar API"},"calendarId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Google Calendar ID (e.g., primary or calendar@group.calendar.google.com)"},"eventId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Recurring event ID to get instances of"},"timeMin":{"type":"string","required":false,"visibility":"user-or-llm","description":"Lower bound for instances (RFC3339 timestamp, e.g., 2025-06-03T00:00:00Z)"},"timeMax":{"type":"string","required":false,"visibility":"user-or-llm","description":"Upper bound for instances (RFC3339 timestamp, e.g., 2025-06-04T00:00:00Z)"},"maxResults":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of instances to return (default 250, max 2500)"},"pageToken":{"type":"string","required":false,"visibility":"user-only","description":"Token for retrieving subsequent pages of results"},"showDeleted":{"type":"boolean","required":false,"visibility":"hidden","description":"Include deleted instances"}},"oauth":{"required":true,"provider":"google-calendar"}},"google_calendar_invite":{"id":"google_calendar_invite","name":"Google Calendar Invite Attendees","description":"Invite attendees to an existing Google Calendar event","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Google Calendar API"},"calendarId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Google Calendar ID (e.g., primary or calendar@group.calendar.google.com)"},"eventId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Google Calendar event ID to invite attendees to"},"attendees":{"type":"array","required":true,"visibility":"user-or-llm","description":"Array of attendee email addresses to invite"},"sendUpdates":{"type":"string","required":false,"visibility":"user-only","description":"How to send updates to attendees: all, externalOnly, or none (defaults to all)"},"replaceExisting":{"type":"boolean","required":false,"visibility":"user-only","description":"Whether to replace existing attendees or add to them (defaults to false)"}},"oauth":{"required":true,"provider":"google-calendar"}},"google_calendar_invite_v2":{"id":"google_calendar_invite_v2","name":"Google Calendar Invite Attendees","description":"Invite attendees to an existing Google Calendar event. Returns API-aligned fields only.","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Google Calendar API"},"calendarId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Google Calendar ID (e.g., primary or calendar@group.calendar.google.com)"},"eventId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Google Calendar event ID to invite attendees to"},"attendees":{"type":"array","required":true,"visibility":"user-or-llm","description":"Array of attendee email addresses to invite"},"sendUpdates":{"type":"string","required":false,"visibility":"user-only","description":"How to send updates to attendees: all, externalOnly, or none (defaults to all)"},"replaceExisting":{"type":"boolean","required":false,"visibility":"user-only","description":"Whether to replace existing attendees or add to them (defaults to false)"}},"oauth":{"required":true,"provider":"google-calendar"}},"google_calendar_list":{"id":"google_calendar_list","name":"Google Calendar List Events","description":"List events from Google Calendar","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Google Calendar API"},"calendarId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Google Calendar ID (e.g., primary or calendar@group.calendar.google.com)"},"timeMin":{"type":"string","required":false,"visibility":"user-or-llm","description":"Lower bound for events (RFC3339 timestamp, e.g., 2025-06-03T00:00:00Z)"},"timeMax":{"type":"string","required":false,"visibility":"user-or-llm","description":"Upper bound for events (RFC3339 timestamp, e.g., 2025-06-04T00:00:00Z)"},"q":{"type":"string","required":false,"visibility":"user-or-llm","description":"Free-text search across event summary, description, location, attendees, and organizer"},"maxResults":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of events to return (max 2500)"},"pageToken":{"type":"string","required":false,"visibility":"user-only","description":"Token for retrieving the next page of results"},"orderBy":{"type":"string","required":false,"visibility":"user-or-llm","description":"Order of events: startTime (chronological, the default) or updated (last-modified). startTime is always valid here because singleEvents is set."},"showDeleted":{"type":"boolean","required":false,"visibility":"hidden","description":"Include deleted events"}},"oauth":{"required":true,"provider":"google-calendar"}},"google_calendar_list_acl":{"id":"google_calendar_list_acl","name":"Google Calendar List Sharing","description":"List the access control rules (sharing) for a calendar","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Google Calendar API"},"calendarId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Calendar ID to inspect (e.g., primary or calendar@group.calendar.google.com)"},"maxResults":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of ACL rules to return"},"pageToken":{"type":"string","required":false,"visibility":"user-only","description":"Token for retrieving subsequent pages of results"},"showDeleted":{"type":"boolean","required":false,"visibility":"user-only","description":"Include deleted ACL rules (with role \\"none\\")"}},"oauth":{"required":true,"provider":"google-calendar"}},"google_calendar_list_acl_v2":{"id":"google_calendar_list_acl_v2","name":"Google Calendar List Sharing","description":"List the access control rules (sharing) for a calendar. Returns API-aligned fields only.","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Google Calendar API"},"calendarId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Calendar ID to inspect (e.g., primary or calendar@group.calendar.google.com)"},"maxResults":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of ACL rules to return"},"pageToken":{"type":"string","required":false,"visibility":"user-only","description":"Token for retrieving subsequent pages of results"},"showDeleted":{"type":"boolean","required":false,"visibility":"user-only","description":"Include deleted ACL rules (with role \\"none\\")"}},"oauth":{"required":true,"provider":"google-calendar"}},"google_calendar_list_calendars":{"id":"google_calendar_list_calendars","name":"Google Calendar List Calendars","description":"List all calendars in the user\'s calendar list","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Google Calendar API"},"minAccessRole":{"type":"string","required":false,"visibility":"user-only","description":"Minimum access role for returned calendars: freeBusyReader, reader, writer, or owner"},"maxResults":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of calendars to return (default 100, max 250)"},"pageToken":{"type":"string","required":false,"visibility":"user-only","description":"Token for retrieving subsequent pages of results"},"showDeleted":{"type":"boolean","required":false,"visibility":"hidden","description":"Include deleted calendars"},"showHidden":{"type":"boolean","required":false,"visibility":"hidden","description":"Include hidden calendars"}},"oauth":{"required":true,"provider":"google-calendar"}},"google_calendar_list_calendars_v2":{"id":"google_calendar_list_calendars_v2","name":"Google Calendar List Calendars","description":"List all calendars in the user\'s calendar list. Returns API-aligned fields only.","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Google Calendar API"},"minAccessRole":{"type":"string","required":false,"visibility":"user-only","description":"Minimum access role for returned calendars: freeBusyReader, reader, writer, or owner"},"maxResults":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of calendars to return (default 100, max 250)"},"pageToken":{"type":"string","required":false,"visibility":"user-only","description":"Token for retrieving subsequent pages of results"},"showDeleted":{"type":"boolean","required":false,"visibility":"hidden","description":"Include deleted calendars"},"showHidden":{"type":"boolean","required":false,"visibility":"hidden","description":"Include hidden calendars"}},"oauth":{"required":true,"provider":"google-calendar"}},"google_calendar_list_v2":{"id":"google_calendar_list_v2","name":"Google Calendar List Events","description":"List events from Google Calendar. Returns API-aligned fields only.","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Google Calendar API"},"calendarId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Google Calendar ID (e.g., primary or calendar@group.calendar.google.com)"},"timeMin":{"type":"string","required":false,"visibility":"user-or-llm","description":"Lower bound for events (RFC3339 timestamp, e.g., 2025-06-03T00:00:00Z)"},"timeMax":{"type":"string","required":false,"visibility":"user-or-llm","description":"Upper bound for events (RFC3339 timestamp, e.g., 2025-06-04T00:00:00Z)"},"q":{"type":"string","required":false,"visibility":"user-or-llm","description":"Free-text search across event summary, description, location, attendees, and organizer"},"maxResults":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of events to return (max 2500)"},"pageToken":{"type":"string","required":false,"visibility":"user-only","description":"Token for retrieving the next page of results"},"orderBy":{"type":"string","required":false,"visibility":"user-or-llm","description":"Order of events: startTime (chronological, the default) or updated (last-modified). startTime is always valid here because singleEvents is set."},"showDeleted":{"type":"boolean","required":false,"visibility":"hidden","description":"Include deleted events"}},"oauth":{"required":true,"provider":"google-calendar"}},"google_calendar_move":{"id":"google_calendar_move","name":"Google Calendar Move Event","description":"Move an event to a different calendar","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Google Calendar API"},"calendarId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Source Google Calendar ID (e.g., primary or calendar@group.calendar.google.com)"},"eventId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Google Calendar event ID to move"},"destinationCalendarId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Destination Google Calendar ID"},"sendUpdates":{"type":"string","required":false,"visibility":"user-only","description":"How to send updates to attendees: all, externalOnly, or none"}},"oauth":{"required":true,"provider":"google-calendar"}},"google_calendar_move_v2":{"id":"google_calendar_move_v2","name":"Google Calendar Move Event","description":"Move an event to a different calendar. Returns API-aligned fields only.","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Google Calendar API"},"calendarId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Source Google Calendar ID (e.g., primary or calendar@group.calendar.google.com)"},"eventId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Google Calendar event ID to move"},"destinationCalendarId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Destination Google Calendar ID"},"sendUpdates":{"type":"string","required":false,"visibility":"user-only","description":"How to send updates to attendees: all, externalOnly, or none"}},"oauth":{"required":true,"provider":"google-calendar"}},"google_calendar_quick_add":{"id":"google_calendar_quick_add","name":"Google Calendar Quick Add","description":"Create events from natural language text","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Google Calendar API"},"calendarId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Google Calendar ID (e.g., primary or calendar@group.calendar.google.com)"},"text":{"type":"string","required":true,"visibility":"user-or-llm","description":"Natural language text describing the event (e.g., \\"Meeting with John tomorrow at 3pm\\")"},"attendees":{"type":"array","required":false,"visibility":"user-or-llm","description":"Array of attendee email addresses (comma-separated string also accepted)"},"sendUpdates":{"type":"string","required":false,"visibility":"user-only","description":"How to send updates to attendees: all, externalOnly, or none"}},"oauth":{"required":true,"provider":"google-calendar"}},"google_calendar_quick_add_v2":{"id":"google_calendar_quick_add_v2","name":"Google Calendar Quick Add","description":"Create events from natural language text. Returns API-aligned fields only.","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Google Calendar API"},"calendarId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Google Calendar ID (e.g., primary or calendar@group.calendar.google.com)"},"text":{"type":"string","required":true,"visibility":"user-or-llm","description":"Natural language text describing the event (e.g., \\"Meeting with John tomorrow at 3pm\\")"},"attendees":{"type":"array","required":false,"visibility":"user-or-llm","description":"Array of attendee email addresses (comma-separated string also accepted)"},"sendUpdates":{"type":"string","required":false,"visibility":"user-only","description":"How to send updates to attendees: all, externalOnly, or none"}},"oauth":{"required":true,"provider":"google-calendar"}},"google_calendar_share_calendar":{"id":"google_calendar_share_calendar","name":"Google Calendar Share Calendar","description":"Grant a user, group, or domain access to a calendar by creating an ACL rule","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Google Calendar API"},"calendarId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Calendar ID to share (e.g., primary or calendar@group.calendar.google.com)"},"role":{"type":"string","required":true,"visibility":"user-or-llm","description":"Access role to grant: freeBusyReader, reader, writer, or owner"},"scopeType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Type of grantee: user, group, domain, or default (public)"},"scopeValue":{"type":"string","required":false,"visibility":"user-or-llm","description":"Email (user/group), domain name (domain), or empty for default. Required unless scope type is default."},"sendNotifications":{"type":"boolean","required":false,"visibility":"user-only","description":"Whether to send a notification email about the change. Defaults to true."}},"oauth":{"required":true,"provider":"google-calendar"}},"google_calendar_share_calendar_v2":{"id":"google_calendar_share_calendar_v2","name":"Google Calendar Share Calendar","description":"Grant a user, group, or domain access to a calendar. Returns API-aligned fields only.","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Google Calendar API"},"calendarId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Calendar ID to share (e.g., primary or calendar@group.calendar.google.com)"},"role":{"type":"string","required":true,"visibility":"user-or-llm","description":"Access role to grant: freeBusyReader, reader, writer, or owner"},"scopeType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Type of grantee: user, group, domain, or default (public)"},"scopeValue":{"type":"string","required":false,"visibility":"user-or-llm","description":"Email (user/group), domain name (domain), or empty for default. Required unless scope type is default."},"sendNotifications":{"type":"boolean","required":false,"visibility":"user-only","description":"Whether to send a notification email about the change. Defaults to true."}},"oauth":{"required":true,"provider":"google-calendar"}},"google_calendar_unshare_calendar":{"id":"google_calendar_unshare_calendar","name":"Google Calendar Remove Sharing","description":"Revoke an access control rule (sharing) from a calendar","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Google Calendar API"},"calendarId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Calendar ID to modify (e.g., primary or calendar@group.calendar.google.com)"},"ruleId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ACL rule ID to remove (e.g., user:person@example.com)"}},"oauth":{"required":true,"provider":"google-calendar"}},"google_calendar_unshare_calendar_v2":{"id":"google_calendar_unshare_calendar_v2","name":"Google Calendar Remove Sharing","description":"Revoke an access control rule (sharing) from a calendar. Returns API-aligned fields only.","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Google Calendar API"},"calendarId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Calendar ID to modify (e.g., primary or calendar@group.calendar.google.com)"},"ruleId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ACL rule ID to remove (e.g., user:person@example.com)"}},"oauth":{"required":true,"provider":"google-calendar"}},"google_calendar_update":{"id":"google_calendar_update","name":"Google Calendar Update Event","description":"Update an existing event in Google Calendar","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Google Calendar API"},"calendarId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Google Calendar ID (e.g., primary or calendar@group.calendar.google.com)"},"eventId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Google Calendar event ID to update"},"summary":{"type":"string","required":false,"visibility":"user-or-llm","description":"New event title/summary"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"New event description"},"location":{"type":"string","required":false,"visibility":"user-or-llm","description":"New event location"},"startDateTime":{"type":"string","required":false,"visibility":"user-or-llm","description":"New start time. Use a datetime with timezone offset (2025-06-03T10:00:00-08:00) or a date (2025-06-03) for an all-day event"},"endDateTime":{"type":"string","required":false,"visibility":"user-or-llm","description":"New end time. Use a datetime with timezone offset (2025-06-03T11:00:00-08:00) or a date (2025-06-04) for an all-day event"},"timeZone":{"type":"string","required":false,"visibility":"user-or-llm","description":"IANA time zone (e.g., America/Los_Angeles) applied to the start/end times provided in this update. Provide a new start and/or end time to change the time zone; a time zone on its own is not applied. Required for recurring events to expand the recurrence correctly."},"attendees":{"type":"array","required":false,"visibility":"user-or-llm","description":"Array of attendee email addresses. When one or more emails are provided, they replace the existing attendee list. Leaving this empty keeps the current attendees unchanged (it does not clear them)."},"recurrence":{"type":"string","required":false,"visibility":"user-or-llm","description":"Recurrence rule(s) in RFC 5545 format (e.g., RRULE:FREQ=WEEKLY;BYDAY=MO,WE,FR). Separate multiple rules with newlines. When provided, replaces the event\'s recurrence; leaving it empty keeps the existing recurrence unchanged. Requires a timeZone for timed events."},"addGoogleMeet":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Attach a Google Meet video conference link to the event"},"sendUpdates":{"type":"string","required":false,"visibility":"user-only","description":"How to send updates to attendees: all, externalOnly, or none"}},"oauth":{"required":true,"provider":"google-calendar"}},"google_calendar_update_acl":{"id":"google_calendar_update_acl","name":"Google Calendar Update Sharing","description":"Change the access role granted by an existing calendar sharing (ACL) rule","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Google Calendar API"},"calendarId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Calendar ID to modify (e.g., primary or calendar@group.calendar.google.com)"},"ruleId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ACL rule ID to update (e.g., user:person@example.com)"},"role":{"type":"string","required":true,"visibility":"user-or-llm","description":"New access role to grant: freeBusyReader, reader, writer, or owner"},"sendNotifications":{"type":"boolean","required":false,"visibility":"user-only","description":"Whether to send a notification email about the change. Defaults to true."}},"oauth":{"required":true,"provider":"google-calendar"}},"google_calendar_update_acl_v2":{"id":"google_calendar_update_acl_v2","name":"Google Calendar Update Sharing","description":"Change the access role granted by an existing calendar sharing (ACL) rule. Returns API-aligned fields only.","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Google Calendar API"},"calendarId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Calendar ID to modify (e.g., primary or calendar@group.calendar.google.com)"},"ruleId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ACL rule ID to update (e.g., user:person@example.com)"},"role":{"type":"string","required":true,"visibility":"user-or-llm","description":"New access role to grant: freeBusyReader, reader, writer, or owner"},"sendNotifications":{"type":"boolean","required":false,"visibility":"user-only","description":"Whether to send a notification email about the change. Defaults to true."}},"oauth":{"required":true,"provider":"google-calendar"}},"google_calendar_update_calendar":{"id":"google_calendar_update_calendar","name":"Google Calendar Update Calendar","description":"Update a secondary calendar\'s metadata (title, description, location, time zone)","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Google Calendar API"},"calendarId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Calendar ID to update (e.g., primary or calendar@group.calendar.google.com)"},"summary":{"type":"string","required":false,"visibility":"user-or-llm","description":"New title for the calendar"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"New description for the calendar"},"location":{"type":"string","required":false,"visibility":"user-or-llm","description":"New geographic location of the calendar as free-form text"},"timeZone":{"type":"string","required":false,"visibility":"user-or-llm","description":"New time zone of the calendar as an IANA name (e.g., America/Los_Angeles)"}},"oauth":{"required":true,"provider":"google-calendar"}},"google_calendar_update_calendar_v2":{"id":"google_calendar_update_calendar_v2","name":"Google Calendar Update Calendar","description":"Update a secondary calendar\'s metadata. Returns API-aligned fields only.","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Google Calendar API"},"calendarId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Calendar ID to update (e.g., primary or calendar@group.calendar.google.com)"},"summary":{"type":"string","required":false,"visibility":"user-or-llm","description":"New title for the calendar"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"New description for the calendar"},"location":{"type":"string","required":false,"visibility":"user-or-llm","description":"New geographic location of the calendar as free-form text"},"timeZone":{"type":"string","required":false,"visibility":"user-or-llm","description":"New time zone of the calendar as an IANA name (e.g., America/Los_Angeles)"}},"oauth":{"required":true,"provider":"google-calendar"}},"google_calendar_update_v2":{"id":"google_calendar_update_v2","name":"Google Calendar Update Event","description":"Update an existing event in Google Calendar. Returns API-aligned fields only.","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Google Calendar API"},"calendarId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Google Calendar ID (e.g., primary or calendar@group.calendar.google.com)"},"eventId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Google Calendar event ID to update"},"summary":{"type":"string","required":false,"visibility":"user-or-llm","description":"New event title/summary"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"New event description"},"location":{"type":"string","required":false,"visibility":"user-or-llm","description":"New event location"},"startDateTime":{"type":"string","required":false,"visibility":"user-or-llm","description":"New start time. Use a datetime with timezone offset (2025-06-03T10:00:00-08:00) or a date (2025-06-03) for an all-day event"},"endDateTime":{"type":"string","required":false,"visibility":"user-or-llm","description":"New end time. Use a datetime with timezone offset (2025-06-03T11:00:00-08:00) or a date (2025-06-04) for an all-day event"},"timeZone":{"type":"string","required":false,"visibility":"user-or-llm","description":"IANA time zone (e.g., America/Los_Angeles) applied to the start/end times provided in this update. Provide a new start and/or end time to change the time zone; a time zone on its own is not applied. Required for recurring events to expand the recurrence correctly."},"attendees":{"type":"array","required":false,"visibility":"user-or-llm","description":"Array of attendee email addresses. When one or more emails are provided, they replace the existing attendee list. Leaving this empty keeps the current attendees unchanged (it does not clear them)."},"recurrence":{"type":"string","required":false,"visibility":"user-or-llm","description":"Recurrence rule(s) in RFC 5545 format (e.g., RRULE:FREQ=WEEKLY;BYDAY=MO,WE,FR). Separate multiple rules with newlines. When provided, replaces the event\'s recurrence; leaving it empty keeps the existing recurrence unchanged. Requires a timeZone for timed events."},"addGoogleMeet":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Attach a Google Meet video conference link to the event"},"sendUpdates":{"type":"string","required":false,"visibility":"user-only","description":"How to send updates to attendees: all, externalOnly, or none"}},"oauth":{"required":true,"provider":"google-calendar"}},"google_contacts_create":{"id":"google_contacts_create","name":"Google Contacts Create","description":"Create a new contact in Google Contacts","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Google People API"},"givenName":{"type":"string","required":true,"visibility":"user-or-llm","description":"First name of the contact"},"familyName":{"type":"string","required":false,"visibility":"user-or-llm","description":"Last name of the 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projects/{project}/topics/{topic})"},"watchId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Custom watch ID (4-63 chars, lowercase letters, numbers, hyphens)"}},"oauth":{"required":true,"provider":"google-forms"}},"google_forms_delete_watch":{"id":"google_forms_delete_watch","name":"Google Forms: Delete Watch","description":"Delete a notification watch from a form","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token"},"formId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Google Forms form ID"},"watchId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Watch ID to delete"}},"oauth":{"required":true,"provider":"google-forms"}},"google_forms_get_form":{"id":"google_forms_get_form","name":"Google Forms: Get Form","description":"Retrieve a form structure including its items, settings, and 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Defaults to 5000."},"pageToken":{"type":"string","required":false,"visibility":"user-or-llm","description":"Page token from a previous list response to fetch the next page of responses"},"filter":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter responses, e.g. \\"timestamp > 2024-01-01T00:00:00Z\\" (RFC3339 UTC). Only timestamp filters are supported."}},"oauth":{"required":true,"provider":"google-forms"}},"google_forms_list_watches":{"id":"google_forms_list_watches","name":"Google Forms: List Watches","description":"List all notification watches for a form","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token"},"formId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Google Forms form ID"}},"oauth":{"required":true,"provider":"google-forms"}},"google_forms_renew_watch":{"id":"google_forms_renew_watch","name":"Google Forms: Renew Watch","description":"Renew a notification watch for another 7 days","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token"},"formId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Google Forms form ID"},"watchId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Watch ID to renew"}},"oauth":{"required":true,"provider":"google-forms"}},"google_forms_set_publish_settings":{"id":"google_forms_set_publish_settings","name":"Google Forms: Set Publish Settings","description":"Update the publish settings of a form (publish/unpublish, accept responses)","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token"},"formId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Google Forms form ID"},"isPublished":{"type":"boolean","required":true,"visibility":"user-or-llm","description":"Whether the form is published and visible to others"},"isAcceptingResponses":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the form accepts responses (forced to false if isPublished is false)"}},"oauth":{"required":true,"provider":"google-forms"}},"google_groups_add_alias":{"id":"google_groups_add_alias","name":"Google Groups Add Alias","description":"Add an email alias to a Google Group","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token"},"groupKey":{"type":"string","required":true,"visibility":"user-or-llm","description":"Group identifier. Can be the group email address (e.g., team@example.com) or the unique group ID"},"alias":{"type":"string","required":true,"visibility":"user-or-llm","description":"The email alias to add to the group"}},"oauth":{"required":true,"provider":"google-groups"}},"google_groups_add_member":{"id":"google_groups_add_member","name":"Google Groups Add Member","description":"Add a new member to a Google Group","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token"},"groupKey":{"type":"string","required":true,"visibility":"user-or-llm","description":"Group identifier. Can be the group email address (e.g., team@example.com) or the unique group ID"},"email":{"type":"string","required":true,"visibility":"user-or-llm","description":"Email address of the member to add (e.g., user@example.com)"},"role":{"type":"string","required":false,"visibility":"user-or-llm","description":"Role for the member: MEMBER, MANAGER, or OWNER. 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Can be the member email address (e.g., user@example.com) or the unique member ID"}},"oauth":{"required":true,"provider":"google-groups"}},"google_groups_get_settings":{"id":"google_groups_get_settings","name":"Google Groups Get Settings","description":"Get the settings for a Google Group including access permissions, moderation, and posting options","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token"},"groupEmail":{"type":"string","required":true,"visibility":"user-or-llm","description":"The email address of the group (e.g., team@example.com)"}},"oauth":{"required":true,"provider":"google-groups"}},"google_groups_has_member":{"id":"google_groups_has_member","name":"Google Groups Has Member","description":"Check if a user is a member of a Google Group","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token"},"groupKey":{"type":"string","required":true,"visibility":"user-or-llm","description":"Group identifier. 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Each range should include sheet name."},"majorDimension":{"type":"string","required":false,"visibility":"user-or-llm","description":"The major dimension of values: \\"ROWS\\" (default) or \\"COLUMNS\\""},"valueRenderOption":{"type":"string","required":false,"visibility":"user-or-llm","description":"How values should be rendered: \\"FORMATTED_VALUE\\" (default), \\"UNFORMATTED_VALUE\\", or \\"FORMULA\\""}},"oauth":{"required":true,"provider":"google-sheets"}},"google_sheets_batch_update_v2":{"id":"google_sheets_batch_update_v2","name":"Batch Update Google Sheets V2","description":"Update multiple ranges in a Google Sheets spreadsheet in a single request","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Google Sheets API"},"spreadsheetId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Google Sheets spreadsheet ID"},"data":{"type":"json","required":true,"visibility":"user-or-llm","description":"Array of value ranges to update. Each item should have \\"range\\" (e.g., \\"Sheet1!A1:D10\\") and \\"values\\" (2D array)."},"valueInputOption":{"type":"string","required":false,"visibility":"user-or-llm","description":"How input data should be interpreted: \\"RAW\\" or \\"USER_ENTERED\\" (default). USER_ENTERED parses formulas."}},"oauth":{"required":true,"provider":"google-sheets"}},"google_sheets_clear_v2":{"id":"google_sheets_clear_v2","name":"Clear Google Sheets Range V2","description":"Clear values from a specific range in a Google Sheets spreadsheet","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Google Sheets API"},"spreadsheetId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Google Sheets spreadsheet ID"},"sheetName":{"type":"string","required":true,"visibility":"user-or-llm","description":"The name of the sheet/tab to clear"},"cellRange":{"type":"string","required":false,"visibility":"user-or-llm","description":"The cell range to clear (e.g. \\"A1:D10\\"). Clears entire sheet if not specified."}},"oauth":{"required":true,"provider":"google-sheets"}},"google_sheets_copy_sheet_v2":{"id":"google_sheets_copy_sheet_v2","name":"Copy Sheet V2","description":"Copy a sheet from one spreadsheet to another","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Google Sheets API"},"sourceSpreadsheetId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Source Google Sheets spreadsheet ID"},"sheetId":{"type":"number","required":true,"visibility":"user-or-llm","description":"The ID of the sheet to copy (numeric ID, not the sheet name). Use Get Spreadsheet to find sheet IDs."},"destinationSpreadsheetId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the destination spreadsheet where the sheet will be copied"}},"oauth":{"required":true,"provider":"google-sheets"}},"google_sheets_create_spreadsheet_v2":{"id":"google_sheets_create_spreadsheet_v2","name":"Create Spreadsheet V2","description":"Create a new Google Sheets spreadsheet","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Google Sheets API"},"title":{"type":"string","required":true,"visibility":"user-or-llm","description":"The title of the new spreadsheet"},"sheetTitles":{"type":"json","required":false,"visibility":"user-or-llm","description":"Array of sheet names to create (e.g., [\\"Sheet1\\", \\"Data\\", \\"Summary\\"]). Defaults to a single \\"Sheet1\\"."},"locale":{"type":"string","required":false,"visibility":"user-or-llm","description":"The locale of the spreadsheet (e.g., \\"en_US\\")"},"timeZone":{"type":"string","required":false,"visibility":"user-or-llm","description":"The time zone of the spreadsheet (e.g., \\"America/New_York\\")"}},"oauth":{"required":true,"provider":"google-sheets"}},"google_sheets_delete_rows_v2":{"id":"google_sheets_delete_rows_v2","name":"Delete Rows from Google Sheets V2","description":"Delete rows from a sheet in a Google Sheets spreadsheet","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Google Sheets API"},"spreadsheetId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Google Sheets spreadsheet ID"},"sheetId":{"type":"number","required":true,"visibility":"user-or-llm","description":"The numeric ID of the sheet/tab (not the sheet name). Use Get Spreadsheet to find sheet IDs."},"startIndex":{"type":"number","required":true,"visibility":"user-or-llm","description":"The start row index (0-based, inclusive) of the rows to delete"},"endIndex":{"type":"number","required":true,"visibility":"user-or-llm","description":"The end row index (0-based, exclusive) of the rows to delete"}},"oauth":{"required":true,"provider":"google-sheets"}},"google_sheets_delete_sheet_v2":{"id":"google_sheets_delete_sheet_v2","name":"Delete Sheet V2","description":"Delete a sheet/tab from a Google Sheets spreadsheet","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Google Sheets API"},"spreadsheetId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Google Sheets spreadsheet ID"},"sheetId":{"type":"number","required":true,"visibility":"user-or-llm","description":"The numeric ID of the sheet/tab to delete (not the sheet name). Use Get Spreadsheet to find sheet IDs."}},"oauth":{"required":true,"provider":"google-sheets"}},"google_sheets_delete_spreadsheet_v2":{"id":"google_sheets_delete_spreadsheet_v2","name":"Delete Spreadsheet V2","description":"Permanently delete a Google Sheets spreadsheet using the Google Drive API","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Google Sheets API"},"spreadsheetId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the Google Sheets spreadsheet to delete"}},"oauth":{"required":true,"provider":"google-sheets"}},"google_sheets_get_spreadsheet_v2":{"id":"google_sheets_get_spreadsheet_v2","name":"Get Spreadsheet Info V2","description":"Get metadata about a Google Sheets spreadsheet including title and sheet list","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Google Sheets API"},"spreadsheetId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Google Sheets spreadsheet ID"},"includeGridData":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to include grid data (cell values). Defaults to false."}},"oauth":{"required":true,"provider":"google-sheets"}},"google_sheets_read":{"id":"google_sheets_read","name":"Read from Google Sheets","description":"Read data from a Google Sheets spreadsheet","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Google Sheets API"},"spreadsheetId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the spreadsheet (found in the URL: docs.google.com/spreadsheets/d/{SPREADSHEET_ID}/edit)."},"range":{"type":"string","required":false,"visibility":"user-or-llm","description":"The A1 notation range to read (e.g. \\"Sheet1!A1:D10\\", \\"A1:B5\\"). Defaults to first sheet A1:Z1000 if not specified."}},"oauth":{"required":true,"provider":"google-sheets"}},"google_sheets_read_v2":{"id":"google_sheets_read_v2","name":"Read from Google Sheets V2","description":"Read data from a specific sheet in a Google Sheets spreadsheet","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Google Sheets API"},"spreadsheetId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Google Sheets spreadsheet ID"},"sheetName":{"type":"string","required":true,"visibility":"user-or-llm","description":"The name of the sheet/tab to read from"},"cellRange":{"type":"string","required":false,"visibility":"user-or-llm","description":"The cell range to read (e.g. \\"A1:D10\\"). Defaults to \\"A1:Z1000\\" if not specified."},"filterColumn":{"type":"string","required":false,"visibility":"user-or-llm","description":"Column name (from the header row) to filter on. Filtering is applied to the rows returned by the read range (the default is A1:Z1000), not the entire sheet. If not provided, no filtering is applied."},"filterValue":{"type":"string","required":false,"visibility":"user-or-llm","description":"Value to match against the filter column."},"filterMatchType":{"type":"string","required":false,"visibility":"user-or-llm","description":"How to match the filter value. Text: \\"contains\\", \\"not_contains\\", \\"exact\\", \\"not_equals\\", \\"starts_with\\", \\"ends_with\\". Numeric/ordering: \\"gt\\", \\"gte\\", \\"lt\\", \\"lte\\" (numeric when both values are numbers, otherwise lexicographic). Defaults to \\"contains\\"."}},"oauth":{"required":true,"provider":"google-sheets"}},"google_sheets_update":{"id":"google_sheets_update","name":"Update Google Sheets","description":"Update data in a Google Sheets spreadsheet","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Google Sheets API"},"spreadsheetId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the spreadsheet to update"},"range":{"type":"string","required":false,"visibility":"user-or-llm","description":"The A1 notation range to update (e.g. \\"Sheet1!A1:D10\\", \\"A1:B5\\")"},"values":{"type":"array","required":true,"visibility":"user-or-llm","description":"The data to update as a 2D array (e.g. [[\\"Name\\", \\"Age\\"], [\\"Alice\\", 30]]) or array of objects."},"valueInputOption":{"type":"string","required":false,"visibility":"hidden","description":"The format of the data to update"},"includeValuesInResponse":{"type":"boolean","required":false,"visibility":"hidden","description":"Whether to include the updated values in the response"}},"oauth":{"required":true,"provider":"google-sheets"}},"google_sheets_update_v2":{"id":"google_sheets_update_v2","name":"Update Google Sheets V2","description":"Update data in a specific sheet in a Google Sheets spreadsheet","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Google Sheets API"},"spreadsheetId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Google Sheets spreadsheet ID"},"sheetName":{"type":"string","required":true,"visibility":"user-or-llm","description":"The name of the sheet/tab to update"},"cellRange":{"type":"string","required":false,"visibility":"user-or-llm","description":"The cell range to update (e.g. \\"A1:D10\\", \\"A1\\"). Defaults to \\"A1\\" if not specified."},"values":{"type":"array","required":true,"visibility":"user-or-llm","description":"The data to update as a 2D array (e.g. [[\\"Name\\", \\"Age\\"], [\\"Alice\\", 30]]) or array of objects."},"valueInputOption":{"type":"string","required":false,"visibility":"hidden","description":"The format of the data to update"},"includeValuesInResponse":{"type":"boolean","required":false,"visibility":"hidden","description":"Whether to include the updated values in the response"}},"oauth":{"required":true,"provider":"google-sheets"}},"google_sheets_write":{"id":"google_sheets_write","name":"Write to Google Sheets","description":"Write data to a Google Sheets spreadsheet","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Google Sheets API"},"spreadsheetId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the spreadsheet"},"range":{"type":"string","required":false,"visibility":"user-or-llm","description":"The A1 notation range to write to (e.g. \\"Sheet1!A1:D10\\", \\"A1:B5\\")"},"values":{"type":"array","required":true,"visibility":"user-or-llm","description":"The data to write as a 2D array (e.g. [[\\"Name\\", \\"Age\\"], [\\"Alice\\", 30], [\\"Bob\\", 25]]) or array of objects."},"valueInputOption":{"type":"string","required":false,"visibility":"hidden","description":"The format of the data to write"},"includeValuesInResponse":{"type":"boolean","required":false,"visibility":"hidden","description":"Whether to include the written values in the response"}},"oauth":{"required":true,"provider":"google-sheets"}},"google_sheets_write_v2":{"id":"google_sheets_write_v2","name":"Write to Google Sheets V2","description":"Write data to a specific sheet in a Google Sheets spreadsheet","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Google Sheets API"},"spreadsheetId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Google Sheets spreadsheet ID"},"sheetName":{"type":"string","required":true,"visibility":"user-or-llm","description":"The name of the sheet/tab to write to"},"cellRange":{"type":"string","required":false,"visibility":"user-or-llm","description":"The cell range to write to (e.g. \\"A1:D10\\", \\"A1\\"). Defaults to \\"A1\\" if not specified."},"values":{"type":"array","required":true,"visibility":"user-or-llm","description":"The data to write as a 2D array (e.g. [[\\"Name\\", \\"Age\\"], [\\"Alice\\", 30], [\\"Bob\\", 25]]) or array of objects."},"valueInputOption":{"type":"string","required":false,"visibility":"hidden","description":"The format of the data to write"},"includeValuesInResponse":{"type":"boolean","required":false,"visibility":"hidden","description":"Whether to include the written values in the response"}},"oauth":{"required":true,"provider":"google-sheets"}},"google_slides_add_image":{"id":"google_slides_add_image","name":"Add Image to Google Slides","description":"Insert an image into a specific slide in a Google Slides presentation","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Google Slides API"},"presentationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Google Slides presentation ID"},"pageObjectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The object ID of the slide/page to add the image to"},"imageUrl":{"type":"string","required":true,"visibility":"user-or-llm","description":"The publicly accessible URL of the image (must be PNG, JPEG, or GIF, max 50MB)"},"width":{"type":"number","required":false,"visibility":"user-or-llm","description":"Width of the image in points (default: 300)"},"height":{"type":"number","required":false,"visibility":"user-or-llm","description":"Height of the image in points (default: 200)"},"positionX":{"type":"number","required":false,"visibility":"user-or-llm","description":"X position from the left edge in points (default: 100)"},"positionY":{"type":"number","required":false,"visibility":"user-or-llm","description":"Y position from the top edge in points (default: 100)"}},"oauth":{"required":true,"provider":"google-drive"}},"google_slides_add_slide":{"id":"google_slides_add_slide","name":"Add Slide to Google Slides","description":"Add a new slide to a Google Slides presentation with a specified layout","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Google Slides API"},"presentationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Google Slides presentation ID"},"layout":{"type":"string","required":false,"visibility":"user-or-llm","description":"The predefined layout for the slide (BLANK, TITLE, TITLE_AND_BODY, TITLE_ONLY, SECTION_HEADER, etc.). Defaults to BLANK."},"insertionIndex":{"type":"number","required":false,"visibility":"user-or-llm","description":"The optional zero-based index indicating where to insert the slide. If not specified, the slide is added at the end."},"placeholderIdMappings":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON array of placeholder mappings to assign custom object IDs to placeholders. Format: [{\\"layoutPlaceholder\\":{\\"type\\":\\"TITLE\\"},\\"objectId\\":\\"custom_title_id\\"}]"}},"oauth":{"required":true,"provider":"google-drive"}},"google_slides_batch_update":{"id":"google_slides_batch_update","name":"Batch Update Google Slides (Raw)","description":"Run a raw Slides API batchUpdate with a list of Request objects. Use this when the higher-level tools do not cover an operation, or to bundle multiple operations into a single atomic batch (all-or-nothing).","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Google Slides API"},"presentationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Google Slides presentation ID"},"requests":{"type":"string","required":true,"visibility":"user-or-llm","description":"JSON array of Slides API Request objects. Example: [{\\"replaceAllText\\":{\\"containsText\\":{\\"text\\":\\"{{title}}\\"},\\"replaceText\\":\\"Q3 Review\\"}}, {\\"updatePageProperties\\":{\\"objectId\\":\\"slide_1\\",\\"pageProperties\\":{\\"pageBackgroundFill\\":{\\"solidFill\\":{\\"color\\":{\\"rgbColor\\":{\\"red\\":0.043,\\"green\\":0.122,\\"blue\\":0.231}}}}},\\"fields\\":\\"pageBackgroundFill\\"}}]"},"writeControl":{"type":"string","required":false,"visibility":"user-or-llm","description":"Optional JSON WriteControl object for optimistic concurrency, e.g. {\\"requiredRevisionId\\":\\"...\\"}"}},"oauth":{"required":true,"provider":"google-drive"}},"google_slides_copy_presentation":{"id":"google_slides_copy_presentation","name":"Copy Google Slides Presentation","description":"Copy a template presentation in Drive to a new file. Use this before merging data so the original template is never modified.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Google Slides / Drive API"},"sourcePresentationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Drive file ID of the source/template presentation"},"title":{"type":"string","required":false,"visibility":"user-or-llm","description":"Title for the copy. Defaults to \\"Copy of <source title>\\"."},"folderId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Drive folder ID where the copy should be placed"}},"oauth":{"required":true,"provider":"google-drive"}},"google_slides_create":{"id":"google_slides_create","name":"Create Google Slides Presentation","description":"Create a new Google Slides presentation","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Google Slides API"},"title":{"type":"string","required":true,"visibility":"user-or-llm","description":"The title of the presentation to create"},"content":{"type":"string","required":false,"visibility":"user-or-llm","description":"The content to add to the first slide"},"folderSelector":{"type":"string","required":false,"visibility":"user-or-llm","description":"Google Drive folder ID to create the presentation in (e.g., 1ABCxyz...)"},"folderId":{"type":"string","required":false,"visibility":"hidden","description":"The ID of the folder to create the presentation in (internal use)"}},"oauth":{"required":true,"provider":"google-drive"}},"google_slides_create_line":{"id":"google_slides_create_line","name":"Create Line in Google Slides","description":"Create a line or connector on a slide.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Google Slides API"},"presentationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Google Slides presentation ID"},"pageObjectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Object ID of the slide to add the line to"},"lineCategory":{"type":"string","required":false,"visibility":"user-or-llm","description":"STRAIGHT (default), BENT, or CURVED"},"width":{"type":"number","required":false,"visibility":"user-or-llm","description":"Line width in points (default 200)"},"height":{"type":"number","required":false,"visibility":"user-or-llm","description":"Line height in points (default 0 — horizontal line)"},"positionX":{"type":"number","required":false,"visibility":"user-or-llm","description":"X position in points (default 100)"},"positionY":{"type":"number","required":false,"visibility":"user-or-llm","description":"Y position in points (default 100)"}},"oauth":{"required":true,"provider":"google-drive"}},"google_slides_create_paragraph_bullets":{"id":"google_slides_create_paragraph_bullets","name":"Create Paragraph Bullets in Google Slides","description":"Convert paragraphs in a shape or table cell into a bulleted or numbered list using a Google Slides bullet preset.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Google Slides API"},"presentationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Google Slides presentation ID"},"objectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Object ID of the shape or table containing the text"},"rowIndex":{"type":"number","required":false,"visibility":"user-or-llm","description":"When targeting a table cell, the zero-based row index"},"columnIndex":{"type":"number","required":false,"visibility":"user-or-llm","description":"When targeting a table cell, the zero-based column index"},"rangeType":{"type":"string","required":false,"visibility":"user-or-llm","description":"Range to apply bullets to: ALL (default), FROM_START_INDEX, or FIXED_RANGE"},"startIndex":{"type":"number","required":false,"visibility":"user-or-llm","description":"Start index for FROM_START_INDEX or FIXED_RANGE"},"endIndex":{"type":"number","required":false,"visibility":"user-or-llm","description":"End index for FIXED_RANGE"},"bulletPreset":{"type":"string","required":false,"visibility":"user-or-llm","description":"Bullet preset (e.g. BULLET_DISC_CIRCLE_SQUARE, BULLET_ARROW_DIAMOND_DISC, NUMBERED_DIGIT_ALPHA_ROMAN, NUMBERED_DIGIT_ALPHA_ROMAN_PARENS, NUMBERED_DIGIT_NESTED). Defaults to BULLET_DISC_CIRCLE_SQUARE."}},"oauth":{"required":true,"provider":"google-drive"}},"google_slides_create_shape":{"id":"google_slides_create_shape","name":"Create Shape in Google Slides","description":"Create a shape (rectangle, ellipse, text box, arrow, etc.) on a slide in a Google Slides presentation","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Google Slides API"},"presentationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Google Slides presentation ID"},"pageObjectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The object ID of the slide/page to add the shape to"},"shapeType":{"type":"string","required":true,"visibility":"user-or-llm","description":"The type of shape to create. Common types: TEXT_BOX, RECTANGLE, ROUND_RECTANGLE, ELLIPSE, TRIANGLE, DIAMOND, STAR_5, ARROW_EAST, HEART, CLOUD"},"width":{"type":"number","required":false,"visibility":"user-or-llm","description":"Width of the shape in points (default: 200)"},"height":{"type":"number","required":false,"visibility":"user-or-llm","description":"Height of the shape in points (default: 100)"},"positionX":{"type":"number","required":false,"visibility":"user-or-llm","description":"X position from the left edge in points (default: 100)"},"positionY":{"type":"number","required":false,"visibility":"user-or-llm","description":"Y position from the top edge in points (default: 100)"}},"oauth":{"required":true,"provider":"google-drive"}},"google_slides_create_sheets_chart":{"id":"google_slides_create_sheets_chart","name":"Embed Google Sheets Chart in Slides","description":"Embed a chart from a Google Sheets spreadsheet onto a slide. LINKED charts can be refreshed; NOT_LINKED_IMAGE inserts a static image of the chart.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Google Slides API"},"presentationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Google Slides presentation ID"},"pageObjectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Object ID of the slide to add the chart to"},"spreadsheetId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Google Sheets spreadsheet ID containing the chart"},"chartId":{"type":"number","required":true,"visibility":"user-or-llm","description":"Numeric chart ID within the spreadsheet"},"linkingMode":{"type":"string","required":false,"visibility":"user-or-llm","description":"LINKED (default) or NOT_LINKED_IMAGE"},"width":{"type":"number","required":false,"visibility":"user-or-llm","description":"Width in points (default 400)"},"height":{"type":"number","required":false,"visibility":"user-or-llm","description":"Height in points (default 300)"},"positionX":{"type":"number","required":false,"visibility":"user-or-llm","description":"X position in points (default 100)"},"positionY":{"type":"number","required":false,"visibility":"user-or-llm","description":"Y position in points (default 100)"}},"oauth":{"required":true,"provider":"google-drive"}},"google_slides_create_table":{"id":"google_slides_create_table","name":"Create Table in Google Slides","description":"Create a new table on a slide in a Google Slides presentation","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Google Slides API"},"presentationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Google Slides presentation ID"},"pageObjectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The object ID of the slide/page to add the table to"},"rows":{"type":"number","required":true,"visibility":"user-or-llm","description":"Number of rows in the table (minimum 1)"},"columns":{"type":"number","required":true,"visibility":"user-or-llm","description":"Number of columns in the table (minimum 1)"},"width":{"type":"number","required":false,"visibility":"user-or-llm","description":"Width of the table in points (default: 400)"},"height":{"type":"number","required":false,"visibility":"user-or-llm","description":"Height of the table in points (default: 200)"},"positionX":{"type":"number","required":false,"visibility":"user-or-llm","description":"X position from the left edge in points (default: 100)"},"positionY":{"type":"number","required":false,"visibility":"user-or-llm","description":"Y position from the top edge in points (default: 100)"}},"oauth":{"required":true,"provider":"google-drive"}},"google_slides_create_video":{"id":"google_slides_create_video","name":"Embed Video in 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If omitted, computed from provided fields."}},"oauth":{"required":true,"provider":"google-drive"}},"google_slides_update_slides_position":{"id":"google_slides_update_slides_position","name":"Reorder Slides in Google Slides","description":"Move one or more slides to a new position in a Google Slides presentation","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Google Slides API"},"presentationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Google Slides presentation ID"},"slideObjectIds":{"type":"string","required":true,"visibility":"user-or-llm","description":"Comma-separated list of slide object IDs to move. The slides will maintain their relative order."},"insertionIndex":{"type":"number","required":true,"visibility":"user-or-llm","description":"The zero-based index where the slides should be moved. All slides with indices greater than or equal to this will be shifted right."}},"oauth":{"required":true,"provider":"google-drive"}},"google_slides_update_table_border_properties":{"id":"google_slides_update_table_border_properties","name":"Update Table Border Properties in Google Slides","description":"Update border color, weight, and dash style for a position (e.g. ALL, INNER, OUTER) in a table range.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Google Slides API"},"presentationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Google Slides presentation ID"},"objectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Object ID of the table"},"rowIndex":{"type":"number","required":true,"visibility":"user-or-llm","description":"Zero-based row index of the top-left cell of the range"},"columnIndex":{"type":"number","required":true,"visibility":"user-or-llm","description":"Zero-based column index of the top-left cell of the range"},"rowSpan":{"type":"number","required":true,"visibility":"user-or-llm","description":"Number of rows in the range (minimum 1)"},"columnSpan":{"type":"number","required":true,"visibility":"user-or-llm","description":"Number of columns in the range (minimum 1)"},"borderPosition":{"type":"string","required":false,"visibility":"user-or-llm","description":"Which borders to update: ALL (default), BOTTOM, INNER, INNER_HORIZONTAL, INNER_VERTICAL, LEFT, OUTER, RIGHT, TOP"},"borderColor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Border color as hex"},"borderWeight":{"type":"number","required":false,"visibility":"user-or-llm","description":"Border weight in points"},"dashStyle":{"type":"string","required":false,"visibility":"user-or-llm","description":"Dash style: SOLID, DOT, DASH, DASH_DOT, LONG_DASH, LONG_DASH_DOT"},"propertiesJson":{"type":"string","required":false,"visibility":"user-or-llm","description":"Advanced: raw TableBorderProperties JSON merged with the simple fields above"},"fields":{"type":"string","required":false,"visibility":"user-or-llm","description":"Advanced: explicit FieldMask. If omitted, computed from provided fields."}},"oauth":{"required":true,"provider":"google-drive"}},"google_slides_update_table_cell_properties":{"id":"google_slides_update_table_cell_properties","name":"Update Table Cell Properties in Google Slides","description":"Update background fill and content alignment for a range of table cells.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Google Slides API"},"presentationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Google Slides presentation ID"},"objectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Object ID of the table"},"rowIndex":{"type":"number","required":true,"visibility":"user-or-llm","description":"Zero-based row index of the top-left cell of the range"},"columnIndex":{"type":"number","required":true,"visibility":"user-or-llm","description":"Zero-based column index of the top-left cell of the range"},"rowSpan":{"type":"number","required":true,"visibility":"user-or-llm","description":"Number of rows in the range (minimum 1)"},"columnSpan":{"type":"number","required":true,"visibility":"user-or-llm","description":"Number of columns in the range (minimum 1)"},"backgroundColor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cell background color as hex (e.g. #F1F3F4)"},"backgroundAlpha":{"type":"number","required":false,"visibility":"user-or-llm","description":"Background fill opacity between 0.0 and 1.0"},"contentAlignment":{"type":"string","required":false,"visibility":"user-or-llm","description":"Vertical alignment of cell content: TOP, MIDDLE, or BOTTOM"},"propertiesJson":{"type":"string","required":false,"visibility":"user-or-llm","description":"Advanced: raw TableCellProperties JSON merged with the simple fields above"},"fields":{"type":"string","required":false,"visibility":"user-or-llm","description":"Advanced: explicit FieldMask. 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Resupply true if the hold currently includes shared drives — leaving it false/blank clears that setting."}},"oauth":{"required":true,"provider":"google-vault"}},"grafana_check_data_source_health":{"id":"grafana_check_data_source_health","name":"Grafana Check Data Source Health","description":"Test connectivity to a data source by its UID","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Grafana Service Account Token"},"baseUrl":{"type":"string","required":true,"visibility":"user-only","description":"Grafana instance URL (e.g., https://your-grafana.com)"},"organizationId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Organization ID for multi-org Grafana instances (e.g., 1, 2)"},"dataSourceUid":{"type":"string","required":true,"visibility":"user-or-llm","description":"The UID of the data source to health-check (e.g., P1234AB5678)"}}},"grafana_create_alert_rule":{"id":"grafana_create_alert_rule","name":"Grafana Create Alert Rule","description":"Create a new alert rule","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Grafana Service Account Token"},"baseUrl":{"type":"string","required":true,"visibility":"user-only","description":"Grafana instance URL (e.g., https://your-grafana.com)"},"organizationId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Organization ID for multi-org Grafana instances (e.g., 1, 2)"},"title":{"type":"string","required":true,"visibility":"user-or-llm","description":"The title of the alert rule"},"folderUid":{"type":"string","required":true,"visibility":"user-or-llm","description":"The UID of the folder to create the alert in (e.g., folder-abc123)"},"ruleGroup":{"type":"string","required":true,"visibility":"user-or-llm","description":"The name of the rule group"},"condition":{"type":"string","required":false,"visibility":"user-or-llm","description":"The refId of the query or expression to use as the alert condition (required for alerting rules; omit for recording rules)"},"data":{"type":"string","required":true,"visibility":"user-or-llm","description":"JSON array of query/expression data objects"},"forDuration":{"type":"string","required":false,"visibility":"user-or-llm","description":"Duration to wait before firing (e.g., 5m, 1h)"},"noDataState":{"type":"string","required":false,"visibility":"user-only","description":"State when no data is returned (NoData, Alerting, OK)"},"execErrState":{"type":"string","required":false,"visibility":"user-only","description":"State on execution error (Error, Alerting, OK)"},"annotations":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON object of annotations"},"labels":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON object of labels"},"uid":{"type":"string","required":false,"visibility":"user-or-llm","description":"Optional custom UID for the alert rule"},"isPaused":{"type":"boolean","required":false,"visibility":"user-only","description":"Whether the rule is paused on creation"},"keepFiringFor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Duration to keep firing after the condition stops (e.g., 5m)"},"missingSeriesEvalsToResolve":{"type":"number","required":false,"visibility":"user-only","description":"Number of missing series evaluations before resolving"},"notificationSettings":{"type":"string","required":false,"visibility":"user-only","description":"JSON object of per-rule notification settings (overrides)"},"record":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON object configuring this as a recording rule (omit for alerting rules)"},"disableProvenance":{"type":"boolean","required":false,"visibility":"user-only","description":"Set X-Disable-Provenance header so the rule remains editable in the Grafana UI"}}},"grafana_create_annotation":{"id":"grafana_create_annotation","name":"Grafana Create Annotation","description":"Create an annotation on a dashboard or as a global annotation","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Grafana Service Account Token"},"baseUrl":{"type":"string","required":true,"visibility":"user-only","description":"Grafana instance URL (e.g., https://your-grafana.com)"},"organizationId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Organization ID for multi-org Grafana instances (e.g., 1, 2)"},"text":{"type":"string","required":true,"visibility":"user-or-llm","description":"The text content of the annotation"},"tags":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of tags"},"dashboardUid":{"type":"string","required":false,"visibility":"user-or-llm","description":"UID of the dashboard to add the annotation to (e.g., abc123def). Omit to create a global organization annotation."},"panelId":{"type":"number","required":false,"visibility":"user-or-llm","description":"ID of the panel to add the annotation to (e.g., 1, 2)"},"time":{"type":"number","required":false,"visibility":"user-or-llm","description":"Start time in epoch milliseconds (e.g., 1704067200000, defaults to now)"},"timeEnd":{"type":"number","required":false,"visibility":"user-or-llm","description":"End time in epoch milliseconds for range annotations (e.g., 1704153600000)"}}},"grafana_create_contact_point":{"id":"grafana_create_contact_point","name":"Grafana Create Contact Point","description":"Create a notification contact point (e.g., Slack, email, PagerDuty)","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Grafana Service Account Token"},"baseUrl":{"type":"string","required":true,"visibility":"user-only","description":"Grafana instance URL (e.g., https://your-grafana.com)"},"organizationId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Organization ID for multi-org Grafana instances (e.g., 1, 2)"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name of the contact point (groups receivers shown in the UI)"},"type":{"type":"string","required":true,"visibility":"user-or-llm","description":"Receiver type (e.g., slack, email, pagerduty, webhook)"},"settings":{"type":"string","required":true,"visibility":"user-or-llm","description":"JSON object of type-specific settings (e.g., {\\"addresses\\":\\"a@b.com\\"} for email, {\\"url\\":\\"...\\"} for slack)"},"disableResolveMessage":{"type":"boolean","required":false,"visibility":"user-only","description":"Do not send a notification when the alert resolves"},"disableProvenance":{"type":"boolean","required":false,"visibility":"user-only","description":"Set X-Disable-Provenance header so the contact point remains editable in the UI"}}},"grafana_create_dashboard":{"id":"grafana_create_dashboard","name":"Grafana Create Dashboard","description":"Create a new dashboard","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Grafana Service Account Token"},"baseUrl":{"type":"string","required":true,"visibility":"user-only","description":"Grafana instance URL (e.g., https://your-grafana.com)"},"organizationId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Organization ID for multi-org Grafana instances (e.g., 1, 2)"},"title":{"type":"string","required":true,"visibility":"user-or-llm","description":"The title of the new dashboard"},"folderUid":{"type":"string","required":false,"visibility":"user-or-llm","description":"The UID of the folder to create the dashboard in (e.g., folder-abc123)"},"tags":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of tags"},"timezone":{"type":"string","required":false,"visibility":"user-only","description":"Dashboard timezone (e.g., browser, utc)"},"refresh":{"type":"string","required":false,"visibility":"user-only","description":"Auto-refresh interval (e.g., 5s, 1m, 5m)"},"panels":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON array of panel configurations"},"overwrite":{"type":"boolean","required":false,"visibility":"user-only","description":"Overwrite existing dashboard with same title"},"message":{"type":"string","required":false,"visibility":"user-or-llm","description":"Commit message for the dashboard version"}}},"grafana_create_folder":{"id":"grafana_create_folder","name":"Grafana Create Folder","description":"Create a new folder in Grafana","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Grafana Service Account Token"},"baseUrl":{"type":"string","required":true,"visibility":"user-only","description":"Grafana instance URL (e.g., https://your-grafana.com)"},"organizationId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Organization ID for multi-org Grafana instances (e.g., 1, 2)"},"title":{"type":"string","required":true,"visibility":"user-or-llm","description":"The title of the new folder"},"uid":{"type":"string","required":false,"visibility":"user-or-llm","description":"Optional UID for the folder (auto-generated if not provided)"},"parentUid":{"type":"string","required":false,"visibility":"user-or-llm","description":"Parent folder UID for nested folders (requires nested folders enabled)"}}},"grafana_delete_alert_rule":{"id":"grafana_delete_alert_rule","name":"Grafana Delete Alert Rule","description":"Delete an alert rule by its UID","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Grafana Service Account Token"},"baseUrl":{"type":"string","required":true,"visibility":"user-only","description":"Grafana instance URL (e.g., https://your-grafana.com)"},"organizationId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Organization ID for multi-org Grafana instances (e.g., 1, 2)"},"alertRuleUid":{"type":"string","required":true,"visibility":"user-or-llm","description":"The UID of the alert rule to delete"}}},"grafana_delete_annotation":{"id":"grafana_delete_annotation","name":"Grafana Delete Annotation","description":"Delete an annotation by its ID","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Grafana Service Account Token"},"baseUrl":{"type":"string","required":true,"visibility":"user-only","description":"Grafana instance URL (e.g., https://your-grafana.com)"},"organizationId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Organization ID for multi-org Grafana instances (e.g., 1, 2)"},"annotationId":{"type":"number","required":true,"visibility":"user-or-llm","description":"The ID of the annotation to delete"}}},"grafana_delete_dashboard":{"id":"grafana_delete_dashboard","name":"Grafana Delete Dashboard","description":"Delete a dashboard by its UID","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Grafana Service Account Token"},"baseUrl":{"type":"string","required":true,"visibility":"user-only","description":"Grafana instance URL (e.g., https://your-grafana.com)"},"organizationId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Organization ID for multi-org Grafana instances (e.g., 1, 2)"},"dashboardUid":{"type":"string","required":true,"visibility":"user-or-llm","description":"The UID of the dashboard to delete (e.g., abc123def)"}}},"grafana_delete_folder":{"id":"grafana_delete_folder","name":"Grafana Delete Folder","description":"Delete a folder by its UID","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Grafana Service Account Token"},"baseUrl":{"type":"string","required":true,"visibility":"user-only","description":"Grafana instance URL (e.g., https://your-grafana.com)"},"organizationId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Organization ID for multi-org Grafana instances (e.g., 1, 2)"},"folderUid":{"type":"string","required":true,"visibility":"user-or-llm","description":"The UID of the folder to delete (e.g., folder-abc123)"},"forceDeleteRules":{"type":"boolean","required":false,"visibility":"user-only","description":"Delete any alert rules stored in the folder along with it (default false)"}}},"grafana_get_alert_rule":{"id":"grafana_get_alert_rule","name":"Grafana Get Alert Rule","description":"Get a specific alert rule by its UID","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Grafana Service Account Token"},"baseUrl":{"type":"string","required":true,"visibility":"user-only","description":"Grafana instance URL (e.g., https://your-grafana.com)"},"organizationId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Organization ID for multi-org Grafana instances (e.g., 1, 2)"},"alertRuleUid":{"type":"string","required":true,"visibility":"user-or-llm","description":"The UID of the alert rule to retrieve"}}},"grafana_get_dashboard":{"id":"grafana_get_dashboard","name":"Grafana Get Dashboard","description":"Get a dashboard by its UID","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Grafana Service Account Token"},"baseUrl":{"type":"string","required":true,"visibility":"user-only","description":"Grafana instance URL (e.g., https://your-grafana.com)"},"organizationId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Organization ID for multi-org Grafana instances (e.g., 1, 2)"},"dashboardUid":{"type":"string","required":true,"visibility":"user-or-llm","description":"The UID of the dashboard to retrieve (e.g., abc123def)"}}},"grafana_get_data_source":{"id":"grafana_get_data_source","name":"Grafana Get Data Source","description":"Get a data source by its ID or UID","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Grafana Service Account Token"},"baseUrl":{"type":"string","required":true,"visibility":"user-only","description":"Grafana instance URL (e.g., https://your-grafana.com)"},"organizationId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Organization ID for multi-org Grafana instances (e.g., 1, 2)"},"dataSourceId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID or UID of the data source to retrieve (e.g., prometheus, P1234AB5678)"}}},"grafana_get_folder":{"id":"grafana_get_folder","name":"Grafana Get Folder","description":"Get a folder by its UID","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Grafana Service Account Token"},"baseUrl":{"type":"string","required":true,"visibility":"user-only","description":"Grafana instance URL (e.g., https://your-grafana.com)"},"organizationId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Organization ID for multi-org Grafana instances (e.g., 1, 2)"},"folderUid":{"type":"string","required":true,"visibility":"user-or-llm","description":"The UID of the folder to retrieve (e.g., folder-abc123)"}}},"grafana_get_health":{"id":"grafana_get_health","name":"Grafana Get Health","description":"Check the health of the Grafana instance (version, database status)","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Grafana Service Account Token"},"baseUrl":{"type":"string","required":true,"visibility":"user-only","description":"Grafana instance URL (e.g., https://your-grafana.com)"},"organizationId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Organization ID for multi-org Grafana instances (e.g., 1, 2)"}}},"grafana_list_alert_rules":{"id":"grafana_list_alert_rules","name":"Grafana List Alert Rules","description":"List all alert rules in the Grafana instance","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Grafana Service Account Token"},"baseUrl":{"type":"string","required":true,"visibility":"user-only","description":"Grafana instance URL (e.g., https://your-grafana.com)"},"organizationId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Organization ID for multi-org Grafana instances (e.g., 1, 2)"}}},"grafana_list_annotations":{"id":"grafana_list_annotations","name":"Grafana List Annotations","description":"Query annotations by time range, dashboard, or tags","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Grafana Service Account Token"},"baseUrl":{"type":"string","required":true,"visibility":"user-only","description":"Grafana instance URL (e.g., https://your-grafana.com)"},"organizationId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Organization ID for multi-org Grafana instances (e.g., 1, 2)"},"from":{"type":"number","required":false,"visibility":"user-or-llm","description":"Start time in epoch milliseconds (e.g., 1704067200000)"},"to":{"type":"number","required":false,"visibility":"user-or-llm","description":"End time in epoch milliseconds (e.g., 1704153600000)"},"dashboardUid":{"type":"string","required":false,"visibility":"user-or-llm","description":"Dashboard UID to query annotations from (e.g., abc123def). 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for"},"per_page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (1-500, default 100)"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number for pagination"}}},"greenhouse_list_jobs":{"id":"greenhouse_list_jobs","name":"Greenhouse List Jobs","description":"Lists jobs from Greenhouse with optional filtering by status, department, or office","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Greenhouse Harvest API key"},"per_page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (1-500, default 100)"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number for pagination"},"status":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by job status (open, closed, 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configured in Greenhouse","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Greenhouse Harvest API key"},"per_page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (1-500, default 100)"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number for pagination"}}},"greenhouse_list_users":{"id":"greenhouse_list_users","name":"Greenhouse List Users","description":"Lists Greenhouse users (recruiters, hiring managers, admins) with optional filtering","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Greenhouse Harvest API key"},"per_page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (1-500, default 100)"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number for pagination"},"created_after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Return only users created at or after this ISO 8601 timestamp"},"created_before":{"type":"string","required":false,"visibility":"user-or-llm","description":"Return only users created before this ISO 8601 timestamp"},"updated_after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Return only users updated at or after this ISO 8601 timestamp"},"updated_before":{"type":"string","required":false,"visibility":"user-or-llm","description":"Return only users updated before this ISO 8601 timestamp"},"email":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by email address"}}},"greptile_index_repo":{"id":"greptile_index_repo","name":"Greptile Index Repository","description":"Submit a repository to be indexed by Greptile. Indexing must complete before the repository can be queried. Small repos take 3-5 minutes, larger ones can take over an hour.","version":"1.0.0","params":{"remote":{"type":"string","required":true,"visibility":"user-only","description":"Git remote type: github or gitlab"},"repository":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository in owner/repo format. Example: \\"facebook/react\\" or \\"vercel/next.js\\""},"branch":{"type":"string","required":true,"visibility":"user-only","description":"Branch to index (e.g., \\"main\\" or \\"master\\")"},"reload":{"type":"boolean","required":false,"visibility":"user-only","description":"Force re-indexing even if already indexed"},"notify":{"type":"boolean","required":false,"visibility":"user-only","description":"Send email notification when indexing completes"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Greptile API key"},"githubToken":{"type":"string","required":true,"visibility":"user-only","description":"GitHub Personal Access Token with repo read access"}}},"greptile_query":{"id":"greptile_query","name":"Greptile Query","description":"Query repositories in natural language and get answers with relevant code references. Greptile uses AI to understand your codebase and answer questions.","version":"1.0.0","params":{"query":{"type":"string","required":true,"visibility":"user-or-llm","description":"Natural language question about the codebase. Example: \\"How does authentication work?\\" or \\"Where is the payment processing logic?\\""},"repositories":{"type":"string","required":true,"visibility":"user-or-llm","description":"Comma-separated list of repositories. Format: \\"github:branch:owner/repo\\" or just \\"owner/repo\\" (defaults to github:main). Example: \\"facebook/react\\" or \\"github:main:facebook/react,github:main:facebook/relay\\""},"sessionId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Session ID for conversation continuity. Use the same sessionId across multiple queries to maintain context. Example: \\"session-abc123\\""},"genius":{"type":"boolean","required":false,"visibility":"user-only","description":"Enable genius mode for more thorough analysis (slower but more accurate)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Greptile API key"},"githubToken":{"type":"string","required":true,"visibility":"user-only","description":"GitHub Personal Access Token with repo read access"}}},"greptile_search":{"id":"greptile_search","name":"Greptile Search","description":"Search repositories in natural language and get relevant code references without generating an answer. Useful for finding specific code locations.","version":"1.0.0","params":{"query":{"type":"string","required":true,"visibility":"user-or-llm","description":"Natural language search query to find relevant code. Example: \\"authentication middleware\\" or \\"database connection handling\\""},"repositories":{"type":"string","required":true,"visibility":"user-or-llm","description":"Comma-separated list of repositories. Format: \\"github:branch:owner/repo\\" or just \\"owner/repo\\" (defaults to github:main). Example: \\"facebook/react\\" or \\"github:main:facebook/react,github:main:facebook/relay\\""},"sessionId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Session ID for conversation continuity. Use the same sessionId across multiple searches to maintain context. Example: \\"session-abc123\\""},"genius":{"type":"boolean","required":false,"visibility":"user-only","description":"Enable genius mode for more thorough search (slower but more accurate)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Greptile API key"},"githubToken":{"type":"string","required":true,"visibility":"user-only","description":"GitHub Personal Access Token with repo read access"}}},"greptile_status":{"id":"greptile_status","name":"Greptile Repository Status","description":"Check the indexing status of a repository. Use this to verify if a repository is ready to be queried or to monitor indexing progress.","version":"1.0.0","params":{"remote":{"type":"string","required":true,"visibility":"user-only","description":"Git remote type: github or gitlab"},"repository":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository in owner/repo format. Example: \\"facebook/react\\" or \\"vercel/next.js\\""},"branch":{"type":"string","required":true,"visibility":"user-only","description":"Branch name (e.g., \\"main\\" or \\"master\\")"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Greptile API key"},"githubToken":{"type":"string","required":true,"visibility":"user-only","description":"GitHub Personal Access Token with repo read access"}}},"guardrails_validate":{"id":"guardrails_validate","name":"Guardrails Validate","description":"Validate content using guardrails (JSON, regex, hallucination check, or PII detection)","version":"1.0.0","params":{"input":{"type":"string","required":true,"visibility":"user-or-llm","description":"Content to validate (from wired block)"},"validationType":{"type":"string","required":true,"visibility":"user-only","description":"Type of validation: json, regex, hallucination, or pii"},"regex":{"type":"string","required":false,"visibility":"user-only","description":"Regex pattern (required for regex validation)"},"knowledgeBaseId":{"type":"string","required":false,"visibility":"user-only","description":"Knowledge base ID (required for hallucination check)"},"threshold":{"type":"string","required":false,"visibility":"user-only","description":"Confidence threshold (0-10 scale, default: 3, scores below fail)"},"topK":{"type":"string","required":false,"visibility":"user-only","description":"Number of chunks to retrieve from knowledge base (default: 10)"},"model":{"type":"string","required":false,"visibility":"user-only","description":"LLM model for confidence scoring (default: gpt-4o-mini)"},"apiKey":{"type":"string","required":false,"visibility":"user-only","description":"API key for LLM provider (optional if using hosted)"},"piiEntityTypes":{"type":"array","required":false,"visibility":"user-only","description":"PII entity types to detect (empty = detect all)"},"piiMode":{"type":"string","required":false,"visibility":"user-only","description":"PII action mode: block or mask (default: block)"},"piiLanguage":{"type":"string","required":false,"visibility":"user-only","description":"Language for PII detection (default: en)"},"piiCustomPatterns":{"type":"array","required":false,"visibility":"user-only","description":"Custom regex patterns to detect and replace (name, pattern, replacement)"}}},"hex_cancel_run":{"id":"hex_cancel_run","name":"Hex Cancel Run","description":"Cancel an active Hex project run.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Hex API token (Personal or Workspace)"},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The UUID of the Hex project"},"runId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The UUID of the run to cancel"}}},"hex_create_collection":{"id":"hex_create_collection","name":"Hex Create Collection","description":"Create a new collection in the Hex workspace to organize projects.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Hex API token (Personal or Workspace)"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name for the new collection"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Optional description for the collection"}}},"hex_create_group":{"id":"hex_create_group","name":"Hex Create Group","description":"Create a new group in the Hex workspace, optionally with initial members.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Hex API token (Personal or Workspace)"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name for the new group"},"memberUserIds":{"type":"json","required":false,"visibility":"user-or-llm","description":"JSON array of user UUIDs to add as initial group members (e.g., [\\"uuid1\\", \\"uuid2\\"])"}}},"hex_deactivate_user":{"id":"hex_deactivate_user","name":"Hex Deactivate User","description":"Deactivate a user in the Hex workspace.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Hex API token (Personal or Workspace)"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The UUID of the user to deactivate"}}},"hex_delete_group":{"id":"hex_delete_group","name":"Hex Delete Group","description":"Delete a group from the Hex workspace.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Hex API token (Personal or Workspace)"},"groupId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The UUID of the group to delete"}}},"hex_get_collection":{"id":"hex_get_collection","name":"Hex Get Collection","description":"Retrieve details for a specific Hex collection by its ID.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Hex API token (Personal or Workspace)"},"collectionId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The UUID of the collection"}}},"hex_get_data_connection":{"id":"hex_get_data_connection","name":"Hex Get Data Connection","description":"Retrieve details for a specific data connection including type, description, and configuration flags.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Hex API token (Personal or Workspace)"},"dataConnectionId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The UUID of the data connection"}}},"hex_get_group":{"id":"hex_get_group","name":"Hex Get Group","description":"Retrieve details for a specific Hex group.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Hex API token (Personal or Workspace)"},"groupId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The UUID of the group"}}},"hex_get_project":{"id":"hex_get_project","name":"Hex Get Project","description":"Get metadata and details for a specific Hex project by its ID.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Hex API token (Personal or Workspace)"},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The UUID of the Hex project"}}},"hex_get_project_runs":{"id":"hex_get_project_runs","name":"Hex Get Project Runs","description":"Retrieve API-triggered runs for a Hex project with optional filtering by status and pagination.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Hex API token (Personal or Workspace)"},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The UUID of the Hex project"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of runs to return (1-100, default: 25)"},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Offset for paginated results (default: 0)"},"statusFilter":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by run status: PENDING, RUNNING, ERRORED, COMPLETED, KILLED, UNABLE_TO_ALLOCATE_KERNEL"},"runTriggerFilter":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by how the run was triggered: ALL, API, SCHEDULED, or APP_REFRESH"}}},"hex_get_queried_tables":{"id":"hex_get_queried_tables","name":"Hex Get Queried Tables","description":"Return the warehouse tables queried by a Hex project, including data connection and table names.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Hex API token (Personal or Workspace)"},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The UUID of the Hex project"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of tables to return (1-100)"}}},"hex_get_run_status":{"id":"hex_get_run_status","name":"Hex Get Run Status","description":"Check the status of a Hex project run by its run ID.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Hex API token (Personal or Workspace)"},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The UUID of the Hex project"},"runId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The UUID of the run to check"}}},"hex_list_collections":{"id":"hex_list_collections","name":"Hex List Collections","description":"List all collections in the Hex workspace.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Hex API token (Personal or Workspace)"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of collections to return (1-500, default: 25)"},"sortBy":{"type":"string","required":false,"visibility":"user-only","description":"Sort by field: NAME"},"after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor to fetch the page of results after this value"},"before":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor to fetch the page of results before this value"}}},"hex_list_data_connections":{"id":"hex_list_data_connections","name":"Hex List Data Connections","description":"List all data connections in the Hex workspace (e.g., Snowflake, PostgreSQL, BigQuery).","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Hex API token (Personal or Workspace)"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of connections to return (1-500, default: 25)"},"sortBy":{"type":"string","required":false,"visibility":"user-only","description":"Sort by field: CREATED_AT or NAME"},"sortDirection":{"type":"string","required":false,"visibility":"user-only","description":"Sort direction: ASC or DESC"},"after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor to fetch the page of results after this value"},"before":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor to fetch the page of results before this value"}}},"hex_list_groups":{"id":"hex_list_groups","name":"Hex List Groups","description":"List all groups in the Hex workspace with optional sorting.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Hex API token (Personal or Workspace)"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of groups to return (1-500, default: 25)"},"sortBy":{"type":"string","required":false,"visibility":"user-only","description":"Sort by field: CREATED_AT or NAME"},"sortDirection":{"type":"string","required":false,"visibility":"user-only","description":"Sort direction: ASC or DESC"},"after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor to fetch the page of results after this value"},"before":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor to fetch the page of results before this value"}}},"hex_list_projects":{"id":"hex_list_projects","name":"Hex List Projects","description":"List all projects in your Hex workspace with optional filtering by status.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Hex API token (Personal or Workspace)"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of projects to return (1-100)"},"includeArchived":{"type":"boolean","required":false,"visibility":"user-only","description":"Include archived projects in results"},"statusFilter":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by status: PUBLISHED, DRAFT, or ALL"},"includeComponents":{"type":"boolean","required":false,"visibility":"user-only","description":"Include components in results"},"includeTrashed":{"type":"boolean","required":false,"visibility":"user-only","description":"Include trashed projects in results"},"creatorEmail":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by creator email"},"ownerEmail":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by owner email"},"collectionId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by collection UUID"},"categories":{"type":"json","required":false,"visibility":"user-or-llm","description":"JSON array of category names to filter by (e.g., [\\"Marketing\\", \\"Finance\\"])"},"sortBy":{"type":"string","required":false,"visibility":"user-only","description":"Sort by field: CREATED_AT, LAST_EDITED_AT, or LAST_PUBLISHED_AT"},"sortDirection":{"type":"string","required":false,"visibility":"user-only","description":"Sort direction: ASC or DESC"},"after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor to fetch the page of results after this value"},"before":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor to fetch the page of results before this value"}}},"hex_list_users":{"id":"hex_list_users","name":"Hex List Users","description":"List all users in the Hex workspace with optional filtering and sorting.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Hex API token (Personal or Workspace)"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of users to return (1-100, default: 25)"},"sortBy":{"type":"string","required":false,"visibility":"user-only","description":"Sort by field: NAME or EMAIL"},"sortDirection":{"type":"string","required":false,"visibility":"user-only","description":"Sort direction: ASC or DESC"},"groupId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter users by group UUID"},"userIds":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of user UUIDs to filter by"},"after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor to fetch the page of results after this value"},"before":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor to fetch the page of results before this value"}}},"hex_run_project":{"id":"hex_run_project","name":"Hex Run Project","description":"Execute a published Hex project. Optionally pass input parameters and control caching behavior.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Hex API token (Personal or Workspace)"},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The UUID of the Hex project to run"},"inputParams":{"type":"json","required":false,"visibility":"user-or-llm","description":"JSON object of input parameters for the project (e.g., {\\"date\\": \\"2024-01-01\\"})"},"dryRun":{"type":"boolean","required":false,"visibility":"user-only","description":"If true, perform a dry run without executing the project"},"updateCache":{"type":"boolean","required":false,"visibility":"user-only","description":"(Deprecated) If true, update the cached results after execution"},"updatePublishedResults":{"type":"boolean","required":false,"visibility":"user-only","description":"If true, update the published app results after execution"},"useCachedSqlResults":{"type":"boolean","required":false,"visibility":"user-only","description":"If true, use cached SQL results instead of re-running queries"},"viewId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Optional SavedView ID to use for the project run"},"notifications":{"type":"json","required":false,"visibility":"user-or-llm","description":"JSON array of notification details to deliver once the run completes (e.g., [{\\"type\\": \\"FAILURE\\", \\"slackChannelIds\\": [\\"C0123456789\\"], \\"userIds\\": [], \\"groupIds\\": [], \\"includeSuccessScreenshot\\": false}]). type is ALL, SUCCESS, or FAILURE."}}},"hex_update_collection":{"id":"hex_update_collection","name":"Hex Update Collection","description":"Update the name or description of an existing Hex collection.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Hex API token (Personal or Workspace)"},"collectionId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The UUID of the collection to update"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"New name for the collection"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"New description for the collection"}}},"hex_update_group":{"id":"hex_update_group","name":"Hex Update Group","description":"Rename a Hex group or add/remove members from it.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Hex API token (Personal or Workspace)"},"groupId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The UUID of the group to update"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"New name for the group"},"addUserIds":{"type":"json","required":false,"visibility":"user-or-llm","description":"JSON array of user UUIDs to add to the group (e.g., [\\"uuid1\\", \\"uuid2\\"])"},"removeUserIds":{"type":"json","required":false,"visibility":"user-or-llm","description":"JSON array of user UUIDs to remove from the group (e.g., [\\"uuid1\\", \\"uuid2\\"])"}}},"hex_update_project":{"id":"hex_update_project","name":"Hex Update Project","description":"Update a Hex project status label (e.g., endorsement or custom workspace statuses).","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Hex API token (Personal or Workspace)"},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The UUID of the Hex project to update"},"status":{"type":"string","required":true,"visibility":"user-or-llm","description":"New project status name (custom workspace status label)"}}},"http_request":{"id":"http_request","name":"HTTP Request","description":"Make HTTP requests with comprehensive support for methods, headers, query parameters, path parameters, and form data. Features configurable timeout and status validation for robust API interactions.","version":"1.0.0","params":{"url":{"type":"string","required":true,"visibility":"user-or-llm","description":"The URL to send the request to"},"method":{"type":"string","default":"GET","visibility":"user-or-llm","description":"HTTP method (GET, POST, PUT, PATCH, DELETE)"},"headers":{"type":"object","visibility":"user-or-llm","description":"HTTP headers to include"},"body":{"type":"object","visibility":"user-or-llm","description":"Request body (for POST, PUT, PATCH)"},"params":{"type":"object","visibility":"user-or-llm","description":"URL query parameters to append"},"pathParams":{"type":"object","visibility":"user-or-llm","description":"URL path parameters to replace (e.g., :id in /users/:id)"},"formData":{"type":"object","visibility":"user-or-llm","description":"Form data to send (will set appropriate Content-Type)"},"proxyUrl":{"type":"string","visibility":"user-only","description":"Route the request through an http:// proxy (e.g. http://user:pass@host:port)."},"timeout":{"type":"number","visibility":"user-only","description":"Request timeout in milliseconds (default: 300000 = 5 minutes)"},"retries":{"type":"number","visibility":"hidden","description":"Number of retry attempts for retryable failures (timeouts, 429, 5xx). Default: 0 (no retries)."},"retryDelayMs":{"type":"number","visibility":"hidden","description":"Initial retry delay in milliseconds (default: 500)"},"retryMaxDelayMs":{"type":"number","visibility":"hidden","description":"Maximum delay between retries in milliseconds (default: 30000)"},"retryNonIdempotent":{"type":"boolean","visibility":"hidden","description":"Allow retries for non-idempotent methods like POST/PATCH (may create duplicate requests)."}}},"hubspot_add_list_memberships":{"id":"hubspot_add_list_memberships","name":"Add List Members in HubSpot","description":"Add records to a manual (static) HubSpot list by record ID","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"listId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the list to add records to (MANUAL or SNAPSHOT lists only)"},"recordIds":{"type":"array","required":true,"visibility":"user-or-llm","description":"Record IDs to add to the list, as a JSON array (e.g., [\\"123\\",\\"456\\"]) or comma-separated string"}},"oauth":{"required":true,"provider":"hubspot"}},"hubspot_create_appointment":{"id":"hubspot_create_appointment","name":"Create Appointment in HubSpot","description":"Create a new appointment in HubSpot","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"properties":{"type":"object","required":true,"visibility":"user-or-llm","description":"Appointment properties as JSON object. Must include hs_appointment_start (e.g., {\\"hs_appointment_name\\": \\"Discovery Call\\", \\"hs_appointment_start\\": \\"2024-01-15T10:00:00Z\\", \\"hs_appointment_end\\": \\"2024-01-15T11:00:00Z\\"})"},"associations":{"type":"array","required":false,"visibility":"user-or-llm","description":"Array of associations to create with the appointment as JSON. Each object should have \\"to.id\\" and \\"types\\" array with \\"associationCategory\\" and \\"associationTypeId\\""}},"oauth":{"required":true,"provider":"hubspot"}},"hubspot_create_association":{"id":"hubspot_create_association","name":"Create Association in HubSpot","description":"Associate two HubSpot records. Creates the default (unlabeled) association unless an association type ID is provided","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"objectType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Source object type (e.g., \\"emails\\", \\"notes\\", \\"contacts\\")"},"objectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the source record"},"toObjectType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Target object type to associate to (e.g., \\"contacts\\", \\"companies\\", \\"deals\\")"},"toObjectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the target record"},"associationCategory":{"type":"string","required":false,"visibility":"user-or-llm","description":"Association category for a labeled association (HUBSPOT_DEFINED, USER_DEFINED, INTEGRATOR_DEFINED). Defaults to HUBSPOT_DEFINED when an association type ID is provided"},"associationTypeId":{"type":"number","required":false,"visibility":"user-or-llm","description":"Specific association type ID for a labeled association. Omit to create the default association for the object pair"}},"oauth":{"required":true,"provider":"hubspot"}},"hubspot_create_company":{"id":"hubspot_create_company","name":"Create Company in HubSpot","description":"Create a new company in HubSpot","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"properties":{"type":"object","required":true,"visibility":"user-or-llm","description":"Company properties as JSON object (e.g., {\\"name\\": \\"Acme Inc\\", \\"domain\\": \\"acme.com\\", \\"industry\\": \\"Technology\\"})"},"associations":{"type":"array","required":false,"visibility":"user-or-llm","description":"Array of associations to create with the company as JSON (each with \\"to.id\\" and \\"types\\" containing \\"associationCategory\\" and \\"associationTypeId\\")"}},"oauth":{"required":true,"provider":"hubspot"}},"hubspot_create_contact":{"id":"hubspot_create_contact","name":"Create Contact in HubSpot","description":"Create a new contact in HubSpot. Requires at least one of: email, firstname, or lastname","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"properties":{"type":"object","required":true,"visibility":"user-or-llm","description":"Contact properties as JSON object. Must include at least one of: email, firstname, or lastname (e.g., {\\"email\\": \\"john@example.com\\", \\"firstname\\": \\"John\\", \\"lastname\\": \\"Doe\\"})"},"associations":{"type":"array","required":false,"visibility":"user-or-llm","description":"Array of associations to create with the contact as JSON. Each object should have \\"to.id\\" (company/deal ID) and \\"types\\" array with \\"associationCategory\\" and \\"associationTypeId\\""}},"oauth":{"required":true,"provider":"hubspot"}},"hubspot_create_deal":{"id":"hubspot_create_deal","name":"Create Deal in HubSpot","description":"Create a new deal in HubSpot with the given properties (e.g., dealname, amount, dealstage)","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"properties":{"type":"object","required":true,"visibility":"user-or-llm","description":"Deal properties as JSON object. Should include dealname and dealstage, plus pipeline when the account has multiple pipelines (e.g., {\\"dealname\\": \\"New Deal\\", \\"amount\\": \\"5000\\", \\"dealstage\\": \\"appointmentscheduled\\"})"},"associations":{"type":"array","required":false,"visibility":"user-or-llm","description":"Array of associations to create with the deal as JSON. Each object should have \\"to.id\\" and \\"types\\" array with \\"associationCategory\\" and \\"associationTypeId\\""}},"oauth":{"required":true,"provider":"hubspot"}},"hubspot_create_email":{"id":"hubspot_create_email","name":"Create Email in HubSpot","description":"Log an email engagement in HubSpot and optionally associate it with contacts. Requires the hs_timestamp property","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"properties":{"type":"object","required":true,"visibility":"user-or-llm","description":"Email properties as JSON object. Must include \\"hs_timestamp\\" (ISO 8601). Common fields: \\"hs_email_direction\\" (EMAIL, INCOMING_EMAIL, FORWARDED_EMAIL), \\"hs_email_status\\" (SENT, SENDING, SCHEDULED, FAILED, BOUNCED), \\"hs_email_subject\\", \\"hs_email_text\\", \\"hs_email_html\\", \\"hs_email_headers\\" (JSON string)"},"associations":{"type":"array","required":false,"visibility":"user-or-llm","description":"Array of associations as JSON. Each object has \\"to.id\\" (record ID) and \\"types\\" array with \\"associationCategory\\" (\\"HUBSPOT_DEFINED\\") and \\"associationTypeId\\" (198 = email→contact)"}},"oauth":{"required":true,"provider":"hubspot"}},"hubspot_create_line_item":{"id":"hubspot_create_line_item","name":"Create Line Item in HubSpot","description":"Create a new line item in HubSpot. Requires at least a name property","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"properties":{"type":"object","required":true,"visibility":"user-or-llm","description":"Line item properties as JSON object (e.g., {\\"name\\": \\"Product A\\", \\"quantity\\": \\"2\\", \\"price\\": \\"50.00\\", \\"hs_sku\\": \\"SKU-001\\"})"},"associations":{"type":"array","required":false,"visibility":"user-or-llm","description":"Array of associations to create with the line item as JSON. Each object should have \\"to.id\\" and \\"types\\" array with \\"associationCategory\\" and \\"associationTypeId\\""}},"oauth":{"required":true,"provider":"hubspot"}},"hubspot_create_list":{"id":"hubspot_create_list","name":"Create List in HubSpot","description":"Create a new list in HubSpot. Specify the object type and processing type (MANUAL or DYNAMIC)","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name of the list"},"objectTypeId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Object type ID (e.g., \\"0-1\\" for contacts, \\"0-2\\" for companies)"},"processingType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Processing type: \\"MANUAL\\" for static lists or \\"DYNAMIC\\" for active lists"}},"oauth":{"required":true,"provider":"hubspot"}},"hubspot_create_note":{"id":"hubspot_create_note","name":"Create Note in HubSpot","description":"Log a note in HubSpot and optionally associate it with contacts, companies, or deals. Requires hs_timestamp and hs_note_body properties","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"properties":{"type":"object","required":true,"visibility":"user-or-llm","description":"Note properties as JSON object. Must include \\"hs_timestamp\\" (ISO 8601 activity time) and \\"hs_note_body\\" (the note text). e.g., {\\"hs_timestamp\\": \\"2026-06-13T00:00:00Z\\", \\"hs_note_body\\": \\"Followed up via phone\\"}"},"associations":{"type":"array","required":false,"visibility":"user-or-llm","description":"Array of associations as JSON. Each object has \\"to.id\\" (record ID) and \\"types\\" array with \\"associationCategory\\" (\\"HUBSPOT_DEFINED\\") and \\"associationTypeId\\" (202 = note→contact, 190 = note→company, 214 = note→deal)"}},"oauth":{"required":true,"provider":"hubspot"}},"hubspot_create_ticket":{"id":"hubspot_create_ticket","name":"Create Ticket in HubSpot","description":"Create a new ticket in HubSpot. Requires subject and hs_pipeline_stage properties","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"properties":{"type":"object","required":true,"visibility":"user-or-llm","description":"Ticket properties as JSON object. Must include subject and hs_pipeline_stage (e.g., {\\"subject\\": \\"Support request\\", \\"hs_pipeline_stage\\": \\"1\\", \\"hs_ticket_priority\\": \\"HIGH\\"})"},"associations":{"type":"array","required":false,"visibility":"user-or-llm","description":"Array of associations to create with the ticket as JSON. Each object should have \\"to.id\\" and \\"types\\" array with \\"associationCategory\\" and \\"associationTypeId\\""}},"oauth":{"required":true,"provider":"hubspot"}},"hubspot_delete_association":{"id":"hubspot_delete_association","name":"Delete Association in HubSpot","description":"Remove all associations between two HubSpot records","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"objectType":{"type":"string","required":true,"visibility":"user-or-llm","description":"The source object type (e.g., \\"contacts\\", \\"companies\\", \\"deals\\")"},"objectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the source record"},"toObjectType":{"type":"string","required":true,"visibility":"user-or-llm","description":"The target object type (e.g., \\"emails\\", \\"notes\\", \\"contacts\\")"},"toObjectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the target record"}},"oauth":{"required":true,"provider":"hubspot"}},"hubspot_delete_company":{"id":"hubspot_delete_company","name":"Delete Company from HubSpot","description":"Archive a company in HubSpot by ID (moves it to the recycling bin)","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"companyId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The numeric ID of the company to delete"}},"oauth":{"required":true,"provider":"hubspot"}},"hubspot_delete_contact":{"id":"hubspot_delete_contact","name":"Delete Contact from HubSpot","description":"Archive a contact in HubSpot by ID (moves it to the recycling bin)","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"contactId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The numeric ID of the contact to delete"}},"oauth":{"required":true,"provider":"hubspot"}},"hubspot_delete_deal":{"id":"hubspot_delete_deal","name":"Delete Deal from HubSpot","description":"Archive a deal in HubSpot by ID (moves it to the recycling bin)","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"dealId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The numeric ID of the deal to delete"}},"oauth":{"required":true,"provider":"hubspot"}},"hubspot_delete_line_item":{"id":"hubspot_delete_line_item","name":"Delete Line Item from HubSpot","description":"Archive a line item in HubSpot by ID (moves it to the recycling bin)","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"lineItemId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The numeric ID of the line item to delete"}},"oauth":{"required":true,"provider":"hubspot"}},"hubspot_delete_ticket":{"id":"hubspot_delete_ticket","name":"Delete Ticket from HubSpot","description":"Archive a ticket in HubSpot by ID (moves it to the recycling bin)","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"ticketId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The numeric ID of the ticket to delete"}},"oauth":{"required":true,"provider":"hubspot"}},"hubspot_get_appointment":{"id":"hubspot_get_appointment","name":"Get Appointment from HubSpot","description":"Retrieve a single appointment by ID from HubSpot","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"appointmentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The HubSpot appointment ID to retrieve"},"idProperty":{"type":"string","required":false,"visibility":"user-or-llm","description":"Property to use as unique identifier. If not specified, uses record ID"},"properties":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of HubSpot property names to return (e.g., \\"hs_appointment_name,hs_appointment_start\\")"},"associations":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of object types to retrieve associated IDs for (e.g., \\"contacts,companies\\")"}},"oauth":{"required":true,"provider":"hubspot"}},"hubspot_get_association_labels":{"id":"hubspot_get_association_labels","name":"Get Association Labels from HubSpot","description":"Retrieve the association types (category, typeId, label) defined between two HubSpot object types","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"objectType":{"type":"string","required":true,"visibility":"user-or-llm","description":"The source object type (e.g., \\"contacts\\", \\"companies\\", \\"deals\\")"},"toObjectType":{"type":"string","required":true,"visibility":"user-or-llm","description":"The target object type (e.g., \\"emails\\", \\"notes\\", \\"contacts\\")"}},"oauth":{"required":true,"provider":"hubspot"}},"hubspot_get_cart":{"id":"hubspot_get_cart","name":"Get Cart from HubSpot","description":"Retrieve a single cart by ID from HubSpot","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"cartId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The HubSpot cart ID to retrieve"},"properties":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of HubSpot property names to return"},"associations":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of object types to retrieve associated IDs for"}},"oauth":{"required":true,"provider":"hubspot"}},"hubspot_get_company":{"id":"hubspot_get_company","name":"Get Company from HubSpot","description":"Retrieve a single company by ID or domain from HubSpot","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"companyId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The HubSpot company ID (numeric string) or domain to retrieve"},"idProperty":{"type":"string","required":false,"visibility":"user-or-llm","description":"Property to use as unique identifier (e.g., \\"domain\\"). If not specified, uses record ID"},"properties":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of HubSpot property names to return (e.g., \\"name,domain,industry\\")"},"associations":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of object types to retrieve associated IDs for (e.g., \\"contacts,deals\\")"}},"oauth":{"required":true,"provider":"hubspot"}},"hubspot_get_contact":{"id":"hubspot_get_contact","name":"Get Contact from HubSpot","description":"Retrieve a single contact by ID or email from HubSpot","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"contactId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The HubSpot contact ID (numeric string) or email address to retrieve"},"idProperty":{"type":"string","required":false,"visibility":"user-or-llm","description":"Property to use as unique identifier (e.g., \\"email\\"). If not specified, uses record ID"},"properties":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of HubSpot property names to return (e.g., \\"email,firstname,lastname,phone\\")"},"associations":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of object types to retrieve associated IDs for (e.g., \\"companies,deals\\")"}},"oauth":{"required":true,"provider":"hubspot"}},"hubspot_get_deal":{"id":"hubspot_get_deal","name":"Get Deal from HubSpot","description":"Retrieve a single deal by ID from HubSpot","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"dealId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The HubSpot deal ID to retrieve"},"idProperty":{"type":"string","required":false,"visibility":"user-or-llm","description":"Property to use as unique identifier. If not specified, uses record ID"},"properties":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of HubSpot property names to return (e.g., \\"dealname,amount,dealstage\\")"},"associations":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of object types to retrieve associated IDs for (e.g., \\"contacts,companies\\")"}},"oauth":{"required":true,"provider":"hubspot"}},"hubspot_get_email":{"id":"hubspot_get_email","name":"Get Email from HubSpot","description":"Retrieve a single email engagement by ID from HubSpot (content requires the sales-email-read scope)","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"emailId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The HubSpot email engagement ID to retrieve"},"properties":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of HubSpot property names to return (e.g., \\"hs_email_subject,hs_email_text,hs_timestamp\\")"},"associations":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of object types to retrieve associated IDs for (e.g., \\"contacts,companies,deals\\")"}},"oauth":{"required":true,"provider":"hubspot"}},"hubspot_get_line_item":{"id":"hubspot_get_line_item","name":"Get Line Item from HubSpot","description":"Retrieve a single line item by ID from HubSpot","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"lineItemId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The HubSpot line item ID to retrieve"},"idProperty":{"type":"string","required":false,"visibility":"user-or-llm","description":"Property to use as unique identifier. If not specified, uses record ID"},"properties":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of HubSpot property names to return (e.g., \\"name,quantity,price,amount\\")"},"associations":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of object types to retrieve associated IDs for (e.g., \\"deals,quotes\\")"}},"oauth":{"required":true,"provider":"hubspot"}},"hubspot_get_list":{"id":"hubspot_get_list","name":"Get List from HubSpot","description":"Retrieve a single list by ID from HubSpot","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"listId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The HubSpot list ID to retrieve"}},"oauth":{"required":true,"provider":"hubspot"}},"hubspot_get_list_memberships":{"id":"hubspot_get_list_memberships","name":"Get List Members from HubSpot","description":"Retrieve the record IDs that are members of a HubSpot list, ordered by record ID","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"listId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the list to read members from"},"limit":{"type":"string","required":false,"visibility":"user-or-llm","description":"Maximum number of results per page (max 250, default 100)"},"after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor for next page of results (from previous response)"}},"oauth":{"required":true,"provider":"hubspot"}},"hubspot_get_marketing_event":{"id":"hubspot_get_marketing_event","name":"Get Marketing Event from HubSpot","description":"Retrieve a single marketing event by ID from HubSpot","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"eventId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The HubSpot marketing event objectId to retrieve"}},"oauth":{"required":true,"provider":"hubspot"}},"hubspot_get_note":{"id":"hubspot_get_note","name":"Get Note from HubSpot","description":"Retrieve a single note by ID from HubSpot","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"noteId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The HubSpot note ID to retrieve"},"properties":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of HubSpot property names to return (e.g., \\"hs_note_body,hs_timestamp,hubspot_owner_id\\")"},"associations":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of object types to retrieve associated IDs for (e.g., \\"contacts,companies,deals\\")"}},"oauth":{"required":true,"provider":"hubspot"}},"hubspot_get_properties":{"id":"hubspot_get_properties","name":"Get Properties from HubSpot","description":"Read property definitions and their enumeration (picklist) options for a HubSpot object type, e.g. the values for lifecyclestage or hs_lead_status on contacts","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"objectType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Object type to read properties for (e.g., \\"contacts\\", \\"companies\\", \\"deals\\", \\"tickets\\", \\"line_items\\", \\"quotes\\")"},"propertyName":{"type":"string","required":false,"visibility":"user-or-llm","description":"Internal name of a single property to retrieve (e.g., \\"hs_lead_status\\"). Omit to return all properties for the object type"},"archived":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to return only archived properties (default false)"}},"oauth":{"required":true,"provider":"hubspot"}},"hubspot_get_quote":{"id":"hubspot_get_quote","name":"Get Quote from HubSpot","description":"Retrieve a single quote by ID from HubSpot","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"quoteId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The HubSpot quote ID to retrieve"},"idProperty":{"type":"string","required":false,"visibility":"user-or-llm","description":"Property to use as unique identifier. If not specified, uses record ID"},"properties":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of HubSpot property names to return (e.g., \\"hs_title,hs_expiration_date,hs_status\\")"},"associations":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of object types to retrieve associated IDs for (e.g., \\"deals,line_items\\")"}},"oauth":{"required":true,"provider":"hubspot"}},"hubspot_get_ticket":{"id":"hubspot_get_ticket","name":"Get Ticket from HubSpot","description":"Retrieve a single ticket by ID from HubSpot","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"ticketId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The HubSpot ticket ID to retrieve"},"idProperty":{"type":"string","required":false,"visibility":"user-or-llm","description":"Property to use as unique identifier. If not specified, uses record ID"},"properties":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of HubSpot property names to return (e.g., \\"subject,content,hs_ticket_priority\\")"},"associations":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of object types to retrieve associated IDs for (e.g., \\"contacts,companies\\")"}},"oauth":{"required":true,"provider":"hubspot"}},"hubspot_get_users":{"id":"hubspot_get_users","name":"Get Users from HubSpot","description":"Retrieve all users from HubSpot account","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"limit":{"type":"string","required":false,"visibility":"user-or-llm","description":"Number of results to return (default: 10, max: 100)"},"after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor for next page of results (from previous response)"},"properties":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of HubSpot user property names to return (e.g., \\"hs_email,hs_given_name,hs_family_name\\")"}},"oauth":{"required":true,"provider":"hubspot"}},"hubspot_list_appointments":{"id":"hubspot_list_appointments","name":"List Appointments from HubSpot","description":"Retrieve all appointments from HubSpot account with pagination support","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"limit":{"type":"string","required":false,"visibility":"user-or-llm","description":"Maximum number of results per page (max 100, default 10)"},"after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor for next page of results (from previous response)"},"properties":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of HubSpot property names to return (e.g., \\"hs_appointment_name,hs_appointment_start\\")"},"associations":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of object types to retrieve associated IDs for (e.g., \\"contacts,companies\\")"}},"oauth":{"required":true,"provider":"hubspot"}},"hubspot_list_associations":{"id":"hubspot_list_associations","name":"List Associations in HubSpot","description":"List records of one object type associated with a given record, e.g. all emails or notes logged on a contact","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"objectType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Source object type (e.g., \\"contacts\\", \\"companies\\", \\"deals\\")"},"objectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the source record"},"toObjectType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Target object type to list associations to (e.g., \\"emails\\", \\"notes\\", \\"deals\\")"},"limit":{"type":"string","required":false,"visibility":"user-or-llm","description":"Maximum number of associated records per page (default 500)"},"after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor for next page (from previous response)"}},"oauth":{"required":true,"provider":"hubspot"}},"hubspot_list_carts":{"id":"hubspot_list_carts","name":"List Carts from HubSpot","description":"Retrieve all carts from HubSpot account with pagination support","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"limit":{"type":"string","required":false,"visibility":"user-or-llm","description":"Maximum number of results per page (max 100, default 10)"},"after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor for next page of results (from previous response)"},"properties":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of HubSpot property names to return"},"associations":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of object types to retrieve associated IDs for"}},"oauth":{"required":true,"provider":"hubspot"}},"hubspot_list_companies":{"id":"hubspot_list_companies","name":"List Companies from HubSpot","description":"Retrieve all companies from HubSpot account with pagination support","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot 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If not specified, uses record ID"},"properties":{"type":"object","required":true,"visibility":"user-or-llm","description":"Ticket properties to update as JSON object (e.g., {\\"subject\\": \\"Updated subject\\", \\"hs_ticket_priority\\": \\"HIGH\\"})"}},"oauth":{"required":true,"provider":"hubspot"}},"huggingface_chat":{"id":"huggingface_chat","name":"Hugging Face Chat","description":"Generate completions using Hugging Face Inference API","version":"1.0","params":{"systemPrompt":{"type":"string","required":false,"visibility":"user-or-llm","description":"System prompt to guide the model behavior"},"content":{"type":"string","required":true,"visibility":"user-or-llm","description":"The user message content to send to the model"},"provider":{"type":"string","required":true,"visibility":"user-only","description":"The provider to use for the API request (e.g., novita, cerebras, etc.)"},"model":{"type":"string","required":true,"visibility":"user-or-llm","description":"Model to use for chat completions (e.g., \\"deepseek/deepseek-v3-0324\\", \\"meta-llama/Llama-3.3-70B-Instruct\\")"},"maxTokens":{"type":"number","required":false,"visibility":"user-only","description":"Maximum number of tokens to generate"},"temperature":{"type":"number","required":false,"visibility":"user-only","description":"Sampling temperature (0-2). Higher values make output more random"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Hugging Face API token"}}},"hunter_companies_find":{"id":"hunter_companies_find","name":"Hunter Companies Find","description":"Enriches company data using domain name.","version":"1.0.0","params":{"domain":{"type":"string","required":true,"visibility":"user-or-llm","description":"Domain to find company data for (e.g., \\"stripe.com\\", \\"company.io\\")"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Hunter.io API Key"}}},"hunter_discover":{"id":"hunter_discover","name":"Hunter Discover","description":"Returns companies matching a set of criteria using Hunter.io AI-powered search.","version":"1.0.0","params":{"query":{"type":"string","required":false,"visibility":"user-or-llm","description":"Natural language search query for companies"},"domain":{"type":"string","required":false,"visibility":"user-or-llm","description":"Company domain name to filter by (e.g., \\"stripe.com\\", \\"company.io\\")"},"headcount":{"type":"string","required":false,"visibility":"user-or-llm","description":"Company size filter (e.g., \\"1-10\\", \\"11-50\\")"},"company_type":{"type":"string","required":false,"visibility":"user-or-llm","description":"Type of organization"},"technology":{"type":"string","required":false,"visibility":"user-or-llm","description":"Technology used by companies"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Hunter.io API Key"}}},"hunter_domain_search":{"id":"hunter_domain_search","name":"Hunter Domain Search","description":"Returns all the email addresses found using one given domain name, with sources.","version":"1.0.0","params":{"domain":{"type":"string","required":true,"visibility":"user-or-llm","description":"Domain name to search for email addresses (e.g., \\"stripe.com\\", \\"company.io\\")"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum email addresses to return (e.g., 10, 25, 50). 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Required if company not provided"},"company":{"type":"string","required":false,"visibility":"user-or-llm","description":"Company name to count emails for (e.g., \\"Stripe\\", \\"Acme Inc\\"). Required if domain not provided"},"type":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter for personal or generic emails only (e.g., \\"personal\\", \\"generic\\", \\"all\\")"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Hunter.io API Key"}}},"hunter_email_finder":{"id":"hunter_email_finder","name":"Hunter Email Finder","description":"Finds the most likely email address for a person given their name and company domain.","version":"1.0.0","params":{"domain":{"type":"string","required":true,"visibility":"user-or-llm","description":"Company domain name (e.g., \\"stripe.com\\", \\"company.io\\")"},"first_name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Person\'s first name (e.g., \\"John\\", \\"Sarah\\")"},"last_name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Person\'s last name (e.g., \\"Smith\\", 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attach"}}},"iam_create_access_key":{"id":"iam_create_access_key","name":"IAM Create Access Key","description":"Create a new access key pair for an IAM user","version":"1.0.0","params":{"region":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"accessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"secretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"userName":{"type":"string","required":false,"visibility":"user-or-llm","description":"The IAM user to create the key for (defaults to current user)"}}},"iam_create_role":{"id":"iam_create_role","name":"IAM Create Role","description":"Create a new IAM role with a trust policy","version":"1.0.0","params":{"region":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"accessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"secretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"roleName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name for the new IAM role (1-64 characters)"},"assumeRolePolicyDocument":{"type":"string","required":true,"visibility":"user-or-llm","description":"Trust policy JSON specifying who can assume this role"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Description of the role"},"path":{"type":"string","required":false,"visibility":"user-or-llm","description":"Path for the role (e.g., /application/), defaults to /"},"maxSessionDuration":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum session duration in seconds (3600-43200, default 3600)"}}},"iam_create_user":{"id":"iam_create_user","name":"IAM 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Costs 0.1 credit per verification (https://www.icypeas.com/pricing).","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Icypeas API key"},"email":{"type":"string","required":true,"visibility":"user-or-llm","description":"Email address to verify (e.g. john@stripe.com)"}}},"identity_center_check_assignment_deletion_status":{"id":"identity_center_check_assignment_deletion_status","name":"Identity Center Check Assignment Deletion Status","description":"Check the deprovisioning status of an account assignment deletion request","version":"1.0.0","params":{"region":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"accessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"secretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access 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Use a UUID or unique string."},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Name of the incident (e.g., \\"Database connection issues\\")"},"summary":{"type":"string","required":false,"visibility":"user-or-llm","description":"Brief summary of the incident (e.g., \\"Intermittent connection failures to primary database\\")"},"severity_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the severity level (e.g., \\"01FCNDV6P870EA6S7TK1DSYDG0\\")"},"incident_type_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"ID of the incident type"},"incident_status_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"ID of the initial incident status"},"visibility":{"type":"string","required":true,"visibility":"user-or-llm","description":"Visibility of the incident: \\"public\\" or \\"private\\" (required)"}}},"incidentio_incidents_list":{"id":"incidentio_incidents_list","name":"incident.io Incidents List","description":"List incidents from incident.io. Returns a list of incidents with their details including severity, status, and timestamps.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"},"page_size":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of incidents to return per page (e.g., 10, 25, 50). Default: 25"},"after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor to fetch the next page of results (e.g., \\"01FCNDV6P870EA6S7TK1DSYDG0\\")"},"sort_by":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort order for incidents: created_at_newest_first or created_at_oldest_first"},"filter_mode":{"type":"string","required":false,"visibility":"user-or-llm","description":"How to combine filters: all or any"}}},"incidentio_incidents_show":{"id":"incidentio_incidents_show","name":"incident.io Incidents Show","description":"Retrieve detailed information about a specific incident from incident.io by its ID. Returns full incident details including custom fields and role assignments.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"},"id":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the incident to retrieve (e.g., \\"01FCNDV6P870EA6S7TK1DSYDG0\\")"}}},"incidentio_incidents_update":{"id":"incidentio_incidents_update","name":"incident.io Incidents Update","description":"Update an existing incident in incident.io. Can update name, summary, severity, status, or type.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"},"id":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the incident to update (e.g., \\"01FCNDV6P870EA6S7TK1DSYDG0\\")"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Updated name of the incident (e.g., \\"Database connection issues\\")"},"summary":{"type":"string","required":false,"visibility":"user-or-llm","description":"Updated summary of the incident (e.g., \\"Intermittent connection failures to primary database\\")"},"severity_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"Updated severity ID for the incident (e.g., \\"01FCNDV6P870EA6S7TK1DSYDG0\\")"},"incident_status_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"Updated status ID for the incident (e.g., \\"01FCNDV6P870EA6S7TK1DSYDG0\\")"},"incident_type_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"Updated incident type ID"},"notify_incident_channel":{"type":"boolean","required":true,"visibility":"user-or-llm","description":"Whether to notify the incident channel about this update"}}},"incidentio_schedule_entries_list":{"id":"incidentio_schedule_entries_list","name":"List Schedule Entries","description":"List all entries for a specific schedule in incident.io","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"},"schedule_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the schedule to get entries for (e.g., \\"01FCNDV6P870EA6S7TK1DSYDG0\\")"},"entry_window_start":{"type":"string","required":false,"visibility":"user-or-llm","description":"Start date/time to filter entries in ISO 8601 format (e.g., \\"2024-01-15T09:00:00Z\\")"},"entry_window_end":{"type":"string","required":false,"visibility":"user-or-llm","description":"End date/time to filter entries in ISO 8601 format (e.g., \\"2024-01-22T09:00:00Z\\")"}}},"incidentio_schedule_overrides_create":{"id":"incidentio_schedule_overrides_create","name":"Create Schedule Override","description":"Create a new schedule override in incident.io","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"},"rotation_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the rotation to override (e.g., \\"01FCNDV6P870EA6S7TK1DSYDG0\\")"},"layer_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the layer this override applies to"},"schedule_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the schedule (e.g., \\"01FCNDV6P870EA6S7TK1DSYDG0\\")"},"user_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"The ID of the user to assign (provide one of: user_id, user_email, or user_slack_id)"},"user_email":{"type":"string","required":false,"visibility":"user-or-llm","description":"The email of the user to assign (provide one of: user_id, user_email, or user_slack_id)"},"user_slack_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"The Slack ID of the user to assign (provide one of: user_id, user_email, or user_slack_id)"},"start_at":{"type":"string","required":true,"visibility":"user-or-llm","description":"When the override starts in ISO 8601 format (e.g., \\"2024-01-15T09:00:00Z\\")"},"end_at":{"type":"string","required":true,"visibility":"user-or-llm","description":"When the override ends in ISO 8601 format (e.g., \\"2024-01-22T09:00:00Z\\")"}}},"incidentio_schedules_create":{"id":"incidentio_schedules_create","name":"Create Schedule","description":"Create a new schedule in incident.io","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name of the schedule (e.g., \\"Primary On-Call\\")"},"timezone":{"type":"string","required":true,"visibility":"user-or-llm","description":"Timezone for the schedule (e.g., America/New_York)"},"config":{"type":"string","required":true,"visibility":"user-or-llm","description":"Schedule configuration as JSON string with rotations. Example: {\\"rotations\\": [{\\"name\\": \\"Primary\\", \\"users\\": [{\\"id\\": \\"user_id\\"}], \\"handover_start_at\\": \\"2024-01-01T09:00:00Z\\", \\"handovers\\": [{\\"interval\\": 1, \\"interval_type\\": \\"weekly\\"}]}]}"}}},"incidentio_schedules_delete":{"id":"incidentio_schedules_delete","name":"Delete Schedule","description":"Delete a schedule in incident.io","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"},"id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the schedule to delete (e.g., \\"01FCNDV6P870EA6S7TK1DSYDG0\\")"}}},"incidentio_schedules_list":{"id":"incidentio_schedules_list","name":"List Schedules","description":"List all schedules in incident.io","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"},"page_size":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (e.g., 10, 25, 50). Default: 25"},"after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor to fetch the next page of results (e.g., \\"01FCNDV6P870EA6S7TK1DSYDG0\\")"}}},"incidentio_schedules_show":{"id":"incidentio_schedules_show","name":"Show Schedule","description":"Get details of a specific schedule in incident.io","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"},"id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the schedule (e.g., \\"01FCNDV6P870EA6S7TK1DSYDG0\\")"}}},"incidentio_schedules_update":{"id":"incidentio_schedules_update","name":"Update Schedule","description":"Update an existing schedule in incident.io","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"},"id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the schedule to update (e.g., \\"01FCNDV6P870EA6S7TK1DSYDG0\\")"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"New name for the schedule (e.g., \\"Primary On-Call\\")"},"timezone":{"type":"string","required":false,"visibility":"user-or-llm","description":"New timezone for the schedule (e.g., America/New_York)"},"config":{"type":"string","required":false,"visibility":"user-or-llm","description":"Schedule configuration as JSON string with rotations. Example: {\\"rotations\\": [{\\"name\\": \\"Primary\\", \\"users\\": [{\\"id\\": \\"user_id\\"}], \\"handover_start_at\\": \\"2024-01-01T09:00:00Z\\", \\"handovers\\": [{\\"interval\\": 1, \\"interval_type\\": \\"weekly\\"}]}]}"}}},"incidentio_severities_list":{"id":"incidentio_severities_list","name":"Incident.io Severities List","description":"List all severity levels configured in your Incident.io workspace. Returns severity details including id, name, description, and rank.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Incident.io API Key"}}},"incidentio_users_list":{"id":"incidentio_users_list","name":"Incident.io Users List","description":"List all users in your Incident.io workspace. Returns user details including id, name, email, and role.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Incident.io API Key"},"page_size":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to return per page (e.g., 10, 25, 50). Default: 25"},"after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor to fetch the next page of results"},"email":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter users by email address"},"slack_user_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter users by Slack user ID"}}},"incidentio_users_show":{"id":"incidentio_users_show","name":"Incident.io Users Show","description":"Get detailed information about a specific user in your Incident.io workspace by their ID.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Incident.io API Key"},"id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The unique identifier of the user to retrieve (e.g., \\"01FCNDV6P870EA6S7TK1DSYDG0\\")"}}},"incidentio_workflows_create":{"id":"incidentio_workflows_create","name":"incident.io Workflows Create","description":"Create a new workflow in incident.io.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name of the workflow (e.g., \\"Notify on Critical Incidents\\")"},"folder":{"type":"string","required":false,"visibility":"user-or-llm","description":"Folder to organize the workflow in"},"state":{"type":"string","required":false,"visibility":"user-or-llm","description":"State of the workflow (active, draft, or disabled)","default":"draft"},"trigger":{"type":"string","required":false,"visibility":"user-or-llm","description":"Trigger type for the workflow (e.g., \\"incident.updated\\", \\"incident.created\\")","default":"incident.updated"},"steps":{"type":"string","required":false,"visibility":"user-or-llm","description":"Array of workflow steps as JSON string. Example: [{\\"label\\": \\"Notify team\\", \\"name\\": \\"slack.post_message\\"}]","default":"[]"},"condition_groups":{"type":"string","required":false,"visibility":"user-or-llm","description":"Array of condition groups as JSON string to control when the workflow runs. Example: [{\\"conditions\\": [{\\"operation\\": \\"one_of\\", \\"param_bindings\\": [], \\"subject\\": \\"incident.severity\\"}]}]","default":"[]"},"runs_on_incidents":{"type":"string","required":false,"visibility":"user-or-llm","description":"When to run the workflow: \\"newly_created\\" (only new incidents), \\"newly_created_and_active\\" (new and active incidents), \\"active\\" (only active incidents), or \\"all\\" (all incidents)","default":"newly_created"},"runs_on_incident_modes":{"type":"string","required":false,"visibility":"user-or-llm","description":"Array of incident modes to run on as JSON string. Example: [\\"standard\\", \\"retrospective\\"]","default":"[\\"standard\\"]"},"include_private_incidents":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to include private incidents","default":true},"continue_on_step_error":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to continue executing subsequent steps if a step fails","default":false},"once_for":{"type":"string","required":false,"visibility":"user-or-llm","description":"Array of fields to ensure the workflow runs only once per unique combination of these fields, as JSON string. Example: [\\"incident.id\\"]","default":"[]"},"expressions":{"type":"string","required":false,"visibility":"user-or-llm","description":"Array of workflow expressions as JSON string for advanced workflow logic. Example: [{\\"label\\": \\"My expression\\", \\"operations\\": []}]","default":"[]"},"delay":{"type":"string","required":false,"visibility":"user-or-llm","description":"Delay configuration as JSON string. Example: {\\"for_seconds\\": 60, \\"conditions_apply_over_delay\\": false}"}}},"incidentio_workflows_delete":{"id":"incidentio_workflows_delete","name":"incident.io Workflows Delete","description":"Delete a workflow in incident.io.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"},"id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the workflow to delete (e.g., \\"01FCNDV6P870EA6S7TK1DSYDG0\\")"}}},"incidentio_workflows_list":{"id":"incidentio_workflows_list","name":"incident.io Workflows List","description":"List all workflows in your incident.io workspace.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"}}},"incidentio_workflows_show":{"id":"incidentio_workflows_show","name":"incident.io Workflows Show","description":"Get details of a specific workflow in incident.io.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"},"id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the workflow to retrieve (e.g., \\"01FCNDV6P870EA6S7TK1DSYDG0\\")"},"skip_step_upgrades":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Skip workflow step upgrades when existing workflow step parameters changed"}}},"incidentio_workflows_update":{"id":"incidentio_workflows_update","name":"incident.io Workflows Update","description":"Update an existing workflow in incident.io.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"},"id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the workflow to update (e.g., \\"01FCNDV6P870EA6S7TK1DSYDG0\\")"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"New name for the workflow (e.g., \\"Notify on Critical Incidents\\")"},"steps":{"type":"string","required":true,"visibility":"user-or-llm","description":"Complete array of workflow steps as a JSON string"},"condition_groups":{"type":"string","required":true,"visibility":"user-or-llm","description":"Complete array of workflow condition groups as a JSON string"},"runs_on_incidents":{"type":"string","required":true,"visibility":"user-or-llm","description":"When to run the workflow: newly_created, newly_created_and_active, active, or all"},"runs_on_incident_modes":{"type":"string","required":true,"visibility":"user-or-llm","description":"Complete array of incident modes to run on as a JSON string"},"include_private_incidents":{"type":"boolean","required":true,"visibility":"user-or-llm","description":"Whether to include private incidents"},"continue_on_step_error":{"type":"boolean","required":true,"visibility":"user-or-llm","description":"Whether to continue executing subsequent steps if a step fails"},"once_for":{"type":"string","required":true,"visibility":"user-or-llm","description":"Complete array of fields that make the workflow run once as a JSON string"},"expressions":{"type":"string","required":true,"visibility":"user-or-llm","description":"Complete array of workflow expressions as a JSON string"},"state":{"type":"string","required":false,"visibility":"user-or-llm","description":"New state for the workflow (active, draft, or disabled)"},"folder":{"type":"string","required":false,"visibility":"user-or-llm","description":"New folder for the workflow"},"delay":{"type":"string","required":false,"visibility":"user-or-llm","description":"Delay configuration as a JSON string"}}},"infisical_create_secret":{"id":"infisical_create_secret","name":"Infisical Create Secret","description":"Create a new secret in a project environment.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Infisical API token"},"baseUrl":{"type":"string","required":false,"visibility":"user-or-llm","description":"Infisical instance URL (default: \\"https://us.infisical.com\\"). Use \\"https://eu.infisical.com\\" for EU Cloud or your self-hosted URL."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the project"},"environment":{"type":"string","required":true,"visibility":"user-or-llm","description":"The environment slug (e.g., \\"dev\\", \\"staging\\", \\"prod\\")"},"secretName":{"type":"string","required":true,"visibility":"user-or-llm","description":"The name of the secret to create"},"secretValue":{"type":"string","required":true,"visibility":"user-or-llm","description":"The value of the secret"},"secretPath":{"type":"string","required":false,"visibility":"user-or-llm","description":"The path for the secret (default: \\"/\\")"},"secretComment":{"type":"string","required":false,"visibility":"user-or-llm","description":"A comment for the secret"},"type":{"type":"string","required":false,"visibility":"user-or-llm","description":"Secret type: \\"shared\\" or \\"personal\\" (default: \\"shared\\")"},"tagIds":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated tag IDs to attach to the secret"}}},"infisical_delete_secret":{"id":"infisical_delete_secret","name":"Infisical Delete Secret","description":"Delete a secret from a project environment.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Infisical API token"},"baseUrl":{"type":"string","required":false,"visibility":"user-or-llm","description":"Infisical instance URL (default: \\"https://us.infisical.com\\"). Use \\"https://eu.infisical.com\\" for EU Cloud or your self-hosted URL."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the project"},"environment":{"type":"string","required":true,"visibility":"user-or-llm","description":"The environment slug (e.g., \\"dev\\", \\"staging\\", \\"prod\\")"},"secretName":{"type":"string","required":true,"visibility":"user-or-llm","description":"The name of the secret to delete"},"secretPath":{"type":"string","required":false,"visibility":"user-or-llm","description":"The path of the secret (default: \\"/\\")"},"type":{"type":"string","required":false,"visibility":"user-or-llm","description":"Secret type: \\"shared\\" or \\"personal\\" (default: \\"shared\\")"}}},"infisical_get_secret":{"id":"infisical_get_secret","name":"Infisical Get Secret","description":"Retrieve a single secret by name from a project environment.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Infisical API token"},"baseUrl":{"type":"string","required":false,"visibility":"user-or-llm","description":"Infisical instance URL (default: \\"https://us.infisical.com\\"). Use \\"https://eu.infisical.com\\" for EU Cloud or your self-hosted URL."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the project"},"environment":{"type":"string","required":true,"visibility":"user-or-llm","description":"The environment slug (e.g., \\"dev\\", \\"staging\\", \\"prod\\")"},"secretName":{"type":"string","required":true,"visibility":"user-or-llm","description":"The name of the secret to retrieve"},"secretPath":{"type":"string","required":false,"visibility":"user-or-llm","description":"The path of the secret (default: \\"/\\")"},"version":{"type":"number","required":false,"visibility":"user-or-llm","description":"Specific version of the secret to retrieve"},"type":{"type":"string","required":false,"visibility":"user-or-llm","description":"Secret type: \\"shared\\" or \\"personal\\" (default: \\"shared\\")"},"viewSecretValue":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to include the secret value in the response (default: true)"},"expandSecretReferences":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to expand secret references (default: true)"}}},"infisical_list_secrets":{"id":"infisical_list_secrets","name":"Infisical List Secrets","description":"List all secrets in a project environment. Returns secret keys, values, comments, tags, and metadata.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Infisical API token"},"baseUrl":{"type":"string","required":false,"visibility":"user-or-llm","description":"Infisical instance URL (default: \\"https://us.infisical.com\\"). Use \\"https://eu.infisical.com\\" for EU Cloud or your self-hosted URL."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the project to list secrets from"},"environment":{"type":"string","required":true,"visibility":"user-or-llm","description":"The environment slug (e.g., \\"dev\\", \\"staging\\", \\"prod\\")"},"secretPath":{"type":"string","required":false,"visibility":"user-or-llm","description":"The path of the secrets (default: \\"/\\")"},"recursive":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to fetch secrets recursively from subdirectories"},"expandSecretReferences":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to expand secret references (default: true)"},"viewSecretValue":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to include secret values in the response (default: true)"},"includeImports":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to include imported secrets (default: true)"},"tagSlugs":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated tag slugs to filter secrets by"}}},"infisical_update_secret":{"id":"infisical_update_secret","name":"Infisical Update Secret","description":"Update an existing secret in a project environment.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Infisical API token"},"baseUrl":{"type":"string","required":false,"visibility":"user-or-llm","description":"Infisical instance URL (default: \\"https://us.infisical.com\\"). Use \\"https://eu.infisical.com\\" for EU Cloud or your self-hosted URL."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the project"},"environment":{"type":"string","required":true,"visibility":"user-or-llm","description":"The environment slug (e.g., \\"dev\\", \\"staging\\", \\"prod\\")"},"secretName":{"type":"string","required":true,"visibility":"user-or-llm","description":"The name of the secret to update"},"secretValue":{"type":"string","required":false,"visibility":"user-or-llm","description":"The new value for the secret"},"secretPath":{"type":"string","required":false,"visibility":"user-or-llm","description":"The path of the secret (default: \\"/\\")"},"secretComment":{"type":"string","required":false,"visibility":"user-or-llm","description":"A comment for the secret"},"newSecretName":{"type":"string","required":false,"visibility":"user-or-llm","description":"New name for the secret (to rename it)"},"type":{"type":"string","required":false,"visibility":"user-or-llm","description":"Secret type: \\"shared\\" or \\"personal\\" (default: \\"shared\\")"},"tagIds":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated tag IDs to set on the secret"}}},"instagram_delete_comment":{"id":"instagram_delete_comment","name":"Instagram Delete Comment","description":"Delete a comment on Instagram media","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Instagram API"},"commentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Comment id to delete"}},"oauth":{"required":true,"provider":"instagram"}},"instagram_download_media":{"id":"instagram_download_media","name":"Instagram Download Media","description":"Download Instagram media into canonical User Files for downstream file inputs (100 MB max per 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visitor"},"enrichment_status":{"type":"number","required":false,"visibility":"user-or-llm","description":"Enrichment status filter"},"esg_code":{"type":"string","required":false,"visibility":"user-or-llm","description":"Email security gateway code filter"}}},"instantly_patch_campaign":{"id":"instantly_patch_campaign","name":"Instantly Patch Campaign","description":"Updates documented Instantly V2 campaign fields.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Instantly API key with the required V2 scopes"},"campaignId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Campaign ID"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Campaign name"},"campaign_schedule":{"type":"json","required":false,"visibility":"user-or-llm","description":"Campaign schedule object with schedules array"},"sequences":{"type":"array","required":false,"visibility":"user-or-llm","description":"Campaign sequence definitions","items":{"type":"object","description":"Sequence object"}},"email_list":{"type":"array","required":false,"visibility":"user-or-llm","description":"Sending email accounts","items":{"type":"string","description":"Email address"}},"daily_limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Daily sending limit"},"daily_max_leads":{"type":"number","required":false,"visibility":"user-or-llm","description":"Daily maximum new leads to contact"},"open_tracking":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to track opens"},"stop_on_reply":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to stop the campaign on reply"},"link_tracking":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to track links"},"text_only":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the campaign is text only"},"email_gap":{"type":"number","required":false,"visibility":"user-or-llm","description":"Gap between emails in minutes"},"pl_value":{"type":"number","required":false,"visibility":"user-or-llm","description":"Value of every positive lead"}}},"instantly_patch_lead":{"id":"instantly_patch_lead","name":"Instantly Patch Lead","description":"Updates fields on an existing Instantly V2 lead.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Instantly API key with the required V2 scopes"},"leadId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Lead ID"},"first_name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Lead first name"},"last_name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Lead last name"},"company_name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Lead company name"},"job_title":{"type":"string","required":false,"visibility":"user-or-llm","description":"Lead job title"},"phone":{"type":"string","required":false,"visibility":"user-or-llm","description":"Lead phone number"},"website":{"type":"string","required":false,"visibility":"user-or-llm","description":"Lead website"},"personalization":{"type":"string","required":false,"visibility":"user-or-llm","description":"Lead personalization text"},"lt_interest_status":{"type":"number","required":false,"visibility":"user-or-llm","description":"Lead interest status value"},"pl_value_lead":{"type":"string","required":false,"visibility":"user-or-llm","description":"Potential value of the lead"},"assigned_to":{"type":"string","required":false,"visibility":"user-or-llm","description":"ID of the user assigned to the lead"},"custom_variables":{"type":"json","required":false,"visibility":"user-or-llm","description":"Custom variable object with string, number, boolean, or null values"}}},"instantly_pause_campaign":{"id":"instantly_pause_campaign","name":"Instantly Pause Campaign","description":"Pauses a running Instantly V2 campaign, stopping further email sends.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Instantly API key with the required V2 scopes"},"campaignId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Campaign ID"}}},"instantly_reply_to_email":{"id":"instantly_reply_to_email","name":"Instantly Reply To Email","description":"Sends an Instantly V2 reply to an existing Unibox email.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Instantly API key with the required V2 scopes"},"eaccount":{"type":"string","required":true,"visibility":"user-or-llm","description":"Connected email account used to send the reply"},"reply_to_uuid":{"type":"string","required":true,"visibility":"user-or-llm","description":"Email ID to reply to"},"subject":{"type":"string","required":true,"visibility":"user-or-llm","description":"Reply subject"},"body":{"type":"json","required":true,"visibility":"user-or-llm","description":"Reply body object with text and/or html"},"cc_address_email_list":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated CC email addresses"},"bcc_address_email_list":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated BCC email addresses"}}},"instantly_update_lead_interest_status":{"id":"instantly_update_lead_interest_status","name":"Instantly Update Lead Interest Status","description":"Submits an Instantly V2 background job to update a lead interest status.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Instantly API key with the required V2 scopes"},"lead_email":{"type":"string","required":true,"visibility":"user-or-llm","description":"Lead email address"},"interest_value":{"type":"number","required":false,"visibility":"user-or-llm","description":"Interest status value. Leave empty in the block or pass null to reset to Lead."},"campaign_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"Campaign ID for the lead"},"list_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"Lead list ID for the lead"},"ai_interest_value":{"type":"number","required":false,"visibility":"user-or-llm","description":"AI interest value to set for the lead"},"disable_auto_interest":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to disable auto interest"}}},"intercom_assign_conversation_v2":{"id":"intercom_assign_conversation_v2","name":"Assign Conversation in Intercom","description":"Assign a conversation to an admin or team in Intercom","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"conversationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the conversation to assign"},"admin_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the admin performing the assignment"},"assignee_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the admin or team to assign the conversation to. Set to \\"0\\" to unassign."},"body":{"type":"string","required":false,"visibility":"user-or-llm","description":"Optional message to add when assigning (e.g., \\"Passing to the support team\\")"}}},"intercom_attach_contact_to_company_v2":{"id":"intercom_attach_contact_to_company_v2","name":"Attach Contact to Company in Intercom","description":"Attach a contact to a company in Intercom","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"contactId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the contact to attach to the company"},"companyId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the company to attach the contact to"}}},"intercom_close_conversation_v2":{"id":"intercom_close_conversation_v2","name":"Close Conversation in Intercom","description":"Close a conversation in Intercom","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"conversationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the conversation to close"},"admin_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the admin performing the action"},"body":{"type":"string","required":false,"visibility":"user-or-llm","description":"Optional closing message to add to the conversation"}}},"intercom_create_company":{"id":"intercom_create_company","name":"Create Company in Intercom","description":"Create or update a company in Intercom","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"company_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"Your unique identifier for the company"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"The name of the company"},"website":{"type":"string","required":false,"visibility":"user-or-llm","description":"The company website"},"plan":{"type":"string","required":false,"visibility":"user-or-llm","description":"The company plan name"},"size":{"type":"number","required":false,"visibility":"user-or-llm","description":"The number of employees in the company"},"industry":{"type":"string","required":false,"visibility":"user-or-llm","description":"The industry the company operates in"},"monthly_spend":{"type":"number","required":false,"visibility":"user-or-llm","description":"How much revenue the company generates for your business. Note: This field truncates floats to whole integers (e.g., 155.98 becomes 155)"},"custom_attributes":{"type":"string","required":false,"visibility":"user-or-llm","description":"Custom attributes as JSON object"},"remote_created_at":{"type":"number","required":false,"visibility":"user-or-llm","description":"The time the company was created by you as a Unix timestamp"}}},"intercom_create_company_v2":{"id":"intercom_create_company_v2","name":"Create Company in Intercom","description":"Create or update a company in Intercom","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"company_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"Your unique identifier for the company"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"The name of the company"},"website":{"type":"string","required":false,"visibility":"user-or-llm","description":"The company website"},"plan":{"type":"string","required":false,"visibility":"user-or-llm","description":"The company plan name"},"size":{"type":"number","required":false,"visibility":"user-or-llm","description":"The number of employees in the company"},"industry":{"type":"string","required":false,"visibility":"user-or-llm","description":"The industry the company operates in"},"monthly_spend":{"type":"number","required":false,"visibility":"user-or-llm","description":"How much revenue the company generates for your business. Note: This field truncates floats to whole integers (e.g., 155.98 becomes 155)"},"custom_attributes":{"type":"string","required":false,"visibility":"user-or-llm","description":"Custom attributes as JSON object"},"remote_created_at":{"type":"number","required":false,"visibility":"user-or-llm","description":"The time the company was created by you as a Unix timestamp"}}},"intercom_create_contact":{"id":"intercom_create_contact","name":"Create Contact in Intercom","description":"Create a new contact in Intercom with email, external_id, or role","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"role":{"type":"string","required":false,"visibility":"user-or-llm","description":"The role of the contact. Accepts \'user\' or \'lead\'. Defaults to \'lead\' if not specified."},"email":{"type":"string","required":false,"visibility":"user-or-llm","description":"The contact\'s email address"},"external_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"A unique identifier for the contact provided by the client"},"phone":{"type":"string","required":false,"visibility":"user-or-llm","description":"The contact\'s phone number"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"The contact\'s name"},"avatar":{"type":"string","required":false,"visibility":"user-or-llm","description":"An avatar image URL for the contact"},"signed_up_at":{"type":"number","required":false,"visibility":"user-or-llm","description":"The time the user signed up as a Unix timestamp"},"last_seen_at":{"type":"number","required":false,"visibility":"user-or-llm","description":"The time the user was last seen as a Unix timestamp"},"owner_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"The id of an admin that has been assigned account ownership of the contact"},"unsubscribed_from_emails":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the contact is unsubscribed from emails"},"custom_attributes":{"type":"string","required":false,"visibility":"user-or-llm","description":"Custom attributes as JSON object (e.g., {\\"attribute_name\\": \\"value\\"})"},"company_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"Company ID to associate the contact with during creation"}}},"intercom_create_contact_v2":{"id":"intercom_create_contact_v2","name":"Create Contact in Intercom","description":"Create a new contact in Intercom with email, external_id, or role. Returns API-aligned fields only.","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"role":{"type":"string","required":false,"visibility":"user-or-llm","description":"The role of the contact. Accepts \'user\' or \'lead\'. Defaults to \'lead\' if not specified."},"email":{"type":"string","required":false,"visibility":"user-or-llm","description":"The contact\'s email address"},"external_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"A unique identifier for the contact provided by the client"},"phone":{"type":"string","required":false,"visibility":"user-or-llm","description":"The contact\'s phone number"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"The contact\'s name"},"avatar":{"type":"string","required":false,"visibility":"user-or-llm","description":"An avatar image URL for the contact"},"signed_up_at":{"type":"number","required":false,"visibility":"user-or-llm","description":"The time the user signed up as a Unix timestamp"},"last_seen_at":{"type":"number","required":false,"visibility":"user-or-llm","description":"The time the user was last seen as a Unix timestamp"},"owner_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"The id of an admin that has been assigned account ownership of the contact"},"unsubscribed_from_emails":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the contact is unsubscribed from emails"},"custom_attributes":{"type":"string","required":false,"visibility":"user-or-llm","description":"Custom attributes as JSON object (e.g., {\\"attribute_name\\": \\"value\\"})"},"company_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"Company ID to associate the contact with during creation"}}},"intercom_create_event_v2":{"id":"intercom_create_event_v2","name":"Create Event in Intercom","description":"Track a custom event for a contact in Intercom","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"event_name":{"type":"string","required":true,"visibility":"user-or-llm","description":"The name of the event (e.g., \\"order-completed\\"). Use past-tense verb-noun format for readability."},"created_at":{"type":"number","required":false,"visibility":"user-or-llm","description":"Unix timestamp for when the event occurred. Strongly recommended for uniqueness."},"user_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"Your identifier for the user (external_id)"},"email":{"type":"string","required":false,"visibility":"user-or-llm","description":"Email address of the user. Use only if your app uses email to uniquely identify users."},"id":{"type":"string","required":false,"visibility":"user-or-llm","description":"The Intercom contact ID"},"metadata":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON object with up to 10 metadata key-value pairs about the event (e.g., {\\"order_value\\": 99.99})"}}},"intercom_create_message":{"id":"intercom_create_message","name":"Create Message in Intercom","description":"Create and send a new admin-initiated message in Intercom","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"message_type":{"type":"string","required":true,"visibility":"user-or-llm","description":"Message type: \\"inapp\\" for in-app messages or \\"email\\" for email messages"},"template":{"type":"string","required":true,"visibility":"user-or-llm","description":"Message template style: \\"plain\\" for plain text or \\"personal\\" for personalized style"},"subject":{"type":"string","required":false,"visibility":"user-or-llm","description":"The subject of the message (for email type)"},"body":{"type":"string","required":true,"visibility":"user-or-llm","description":"The body of the message"},"from_type":{"type":"string","required":true,"visibility":"user-or-llm","description":"Sender type: \\"admin\\""},"from_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the admin sending the message"},"to_type":{"type":"string","required":true,"visibility":"user-or-llm","description":"Recipient type: \\"contact\\""},"to_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the contact receiving the message"},"created_at":{"type":"number","required":false,"visibility":"user-or-llm","description":"Unix timestamp for when the message was created. If not provided, current time is used."}}},"intercom_create_message_v2":{"id":"intercom_create_message_v2","name":"Create Message in Intercom","description":"Create and send a new admin-initiated message in Intercom. Returns API-aligned fields only.","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"message_type":{"type":"string","required":true,"visibility":"user-or-llm","description":"Message type: \\"inapp\\" for in-app messages or \\"email\\" for email messages"},"template":{"type":"string","required":true,"visibility":"user-or-llm","description":"Message template style: \\"plain\\" for plain text or \\"personal\\" for personalized style"},"subject":{"type":"string","required":false,"visibility":"user-or-llm","description":"The subject of the message (for email type)"},"body":{"type":"string","required":true,"visibility":"user-or-llm","description":"The body of the message"},"from_type":{"type":"string","required":true,"visibility":"user-or-llm","description":"Sender type: \\"admin\\""},"from_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the admin sending the message"},"to_type":{"type":"string","required":true,"visibility":"user-or-llm","description":"Recipient type: \\"contact\\""},"to_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the contact receiving the message"},"created_at":{"type":"number","required":false,"visibility":"user-or-llm","description":"Unix timestamp for when the message was created. If not provided, current time is used."}}},"intercom_create_note_v2":{"id":"intercom_create_note_v2","name":"Create Note in Intercom","description":"Add a note to a specific contact","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"contactId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the contact to add the note to"},"body":{"type":"string","required":true,"visibility":"user-or-llm","description":"The text content of the note"},"admin_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"The ID of the admin creating the note"}}},"intercom_create_tag_v2":{"id":"intercom_create_tag_v2","name":"Create Tag in Intercom","description":"Create a new tag or update an existing tag name","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"The name of the tag. Will create a new tag if not found, or update the name if id is provided."},"id":{"type":"string","required":false,"visibility":"user-or-llm","description":"The ID of an existing tag to update. Omit to create a new tag."}}},"intercom_create_ticket":{"id":"intercom_create_ticket","name":"Create Ticket in Intercom","description":"Create a new ticket in Intercom","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"ticket_type_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the ticket type"},"contacts":{"type":"string","required":true,"visibility":"user-or-llm","description":"JSON array of contact identifiers (e.g., [{\\"id\\": \\"contact_id\\"}])"},"ticket_attributes":{"type":"string","required":true,"visibility":"user-or-llm","description":"JSON object with ticket attributes including _default_title_ and _default_description_"},"company_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"Company ID to associate the ticket with"},"created_at":{"type":"number","required":false,"visibility":"user-or-llm","description":"Unix timestamp for when the ticket was created. If not provided, current time is used."},"conversation_to_link_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"ID of an existing conversation to link to this ticket"},"disable_notifications":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"When true, suppresses notifications when the ticket is created"}}},"intercom_create_ticket_v2":{"id":"intercom_create_ticket_v2","name":"Create Ticket in Intercom","description":"Create a new ticket in Intercom. Returns API-aligned fields only.","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"ticket_type_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the ticket type"},"contacts":{"type":"string","required":true,"visibility":"user-or-llm","description":"JSON array of contact identifiers (e.g., [{\\"id\\": \\"contact_id\\"}])"},"ticket_attributes":{"type":"string","required":true,"visibility":"user-or-llm","description":"JSON object with ticket attributes including _default_title_ and _default_description_"},"company_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"Company ID to associate the ticket with"},"created_at":{"type":"number","required":false,"visibility":"user-or-llm","description":"Unix timestamp for when the ticket was created. If not provided, current time is used."},"conversation_to_link_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"ID of an existing conversation to link to this ticket"},"disable_notifications":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"When true, suppresses notifications when the ticket is created"}}},"intercom_delete_contact":{"id":"intercom_delete_contact","name":"Delete Contact from Intercom","description":"Delete a contact from Intercom by ID","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"contactId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Contact ID to delete"}}},"intercom_delete_contact_v2":{"id":"intercom_delete_contact_v2","name":"Delete Contact from Intercom","description":"Delete a contact from Intercom by ID. Returns API-aligned fields only.","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"contactId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Contact ID to delete"}}},"intercom_detach_contact_from_company_v2":{"id":"intercom_detach_contact_from_company_v2","name":"Detach Contact from Company in Intercom","description":"Remove a contact from a company in Intercom","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"contactId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the contact to detach from the company"},"companyId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the company to detach the contact from"}}},"intercom_get_company":{"id":"intercom_get_company","name":"Get Company from Intercom","description":"Retrieve a single company by ID from Intercom","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"companyId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Company ID to retrieve"}}},"intercom_get_company_v2":{"id":"intercom_get_company_v2","name":"Get Company from Intercom","description":"Retrieve a single company by ID from Intercom","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"companyId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Company ID to retrieve"}}},"intercom_get_contact":{"id":"intercom_get_contact","name":"Get Single Contact from Intercom","description":"Get a single contact by ID from Intercom","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"contactId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Contact ID to retrieve"}}},"intercom_get_contact_v2":{"id":"intercom_get_contact_v2","name":"Get Single Contact from Intercom","description":"Get a single contact by ID from Intercom. Returns API-aligned fields only.","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"contactId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Contact ID to retrieve"}}},"intercom_get_conversation":{"id":"intercom_get_conversation","name":"Get Conversation from Intercom","description":"Retrieve a single conversation by ID from Intercom","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"conversationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Conversation ID to retrieve"},"display_as":{"type":"string","required":false,"visibility":"user-or-llm","description":"Set to \\"plaintext\\" to retrieve messages in plain text"},"include_translations":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"When true, conversation parts will be translated to the detected language of the conversation"}}},"intercom_get_conversation_v2":{"id":"intercom_get_conversation_v2","name":"Get Conversation from Intercom","description":"Retrieve a single conversation by ID from Intercom","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"conversationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Conversation ID to retrieve"},"display_as":{"type":"string","required":false,"visibility":"user-or-llm","description":"Set to \\"plaintext\\" to retrieve messages in plain text"},"include_translations":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"When true, conversation parts will be translated to the detected language of the conversation"}}},"intercom_get_ticket":{"id":"intercom_get_ticket","name":"Get Ticket from Intercom","description":"Retrieve a single ticket by ID from Intercom","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"ticketId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Ticket ID to retrieve"}}},"intercom_get_ticket_v2":{"id":"intercom_get_ticket_v2","name":"Get Ticket from Intercom","description":"Retrieve a single ticket by ID from Intercom. Returns API-aligned fields only.","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"ticketId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Ticket ID to retrieve"}}},"intercom_list_admins_v2":{"id":"intercom_list_admins_v2","name":"List Admins from Intercom","description":"Fetch a list of all admins for the workspace","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"}}},"intercom_list_companies":{"id":"intercom_list_companies","name":"List Companies from Intercom","description":"List all companies from Intercom with pagination support. Note: This endpoint has a limit of 10,000 companies that can be returned using pagination. For datasets larger than 10,000 companies, use the Scroll API instead.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"per_page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number"},"starting_after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor for pagination (preferred over page-based pagination)"}}},"intercom_list_companies_v2":{"id":"intercom_list_companies_v2","name":"List Companies from Intercom","description":"List all companies from Intercom with pagination support. Note: This endpoint has a limit of 10,000 companies that can be returned using pagination. For datasets larger than 10,000 companies, use the Scroll API instead.","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"per_page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number"},"starting_after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor for pagination (preferred over page-based pagination)"}}},"intercom_list_contacts":{"id":"intercom_list_contacts","name":"List Contacts from Intercom","description":"List all contacts from Intercom with pagination support","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"per_page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (max: 150)"},"starting_after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor for pagination - ID to start after"}}},"intercom_list_contacts_v2":{"id":"intercom_list_contacts_v2","name":"List Contacts from Intercom","description":"List all contacts from Intercom with pagination support","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"per_page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (max: 150)"},"starting_after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor for pagination - ID to start after"}}},"intercom_list_conversations":{"id":"intercom_list_conversations","name":"List Conversations from Intercom","description":"List all conversations from Intercom with pagination support","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"per_page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (max: 150)"},"starting_after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor for pagination"},"sort":{"type":"string","required":false,"visibility":"user-or-llm","description":"Field to sort by (e.g., \\"waiting_since\\", \\"updated_at\\", \\"created_at\\")"},"order":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort order: \\"asc\\" (ascending) or \\"desc\\" (descending)"}}},"intercom_list_conversations_v2":{"id":"intercom_list_conversations_v2","name":"List Conversations from Intercom","description":"List all conversations from Intercom with pagination support","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"per_page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (max: 150)"},"starting_after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor for pagination"},"sort":{"type":"string","required":false,"visibility":"user-or-llm","description":"Field to sort by (e.g., \\"waiting_since\\", \\"updated_at\\", \\"created_at\\")"},"order":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort order: \\"asc\\" (ascending) or \\"desc\\" (descending)"}}},"intercom_list_tags_v2":{"id":"intercom_list_tags_v2","name":"List Tags from Intercom","description":"Fetch a list of all tags in the workspace","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"}}},"intercom_open_conversation_v2":{"id":"intercom_open_conversation_v2","name":"Open Conversation in Intercom","description":"Open a closed or snoozed conversation in Intercom","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"conversationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the conversation to open"},"admin_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the admin performing the action"}}},"intercom_reply_conversation":{"id":"intercom_reply_conversation","name":"Reply to Conversation in Intercom","description":"Reply to a conversation as an admin in Intercom","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"conversationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Conversation ID to reply to"},"message_type":{"type":"string","required":true,"visibility":"user-or-llm","description":"Message type: \\"comment\\" or \\"note\\""},"body":{"type":"string","required":true,"visibility":"user-or-llm","description":"The text body of the reply"},"admin_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"The ID of the admin authoring the reply. If not provided, a default admin (Operator/Fin) will be used."},"attachment_urls":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of image URLs (max 10)"},"created_at":{"type":"number","required":false,"visibility":"user-or-llm","description":"Unix timestamp for when the reply was created. If not provided, current time is used."}}},"intercom_reply_conversation_v2":{"id":"intercom_reply_conversation_v2","name":"Reply to Conversation in Intercom","description":"Reply to a conversation as an admin in Intercom","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"conversationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Conversation ID to reply to"},"message_type":{"type":"string","required":true,"visibility":"user-or-llm","description":"Message type: \\"comment\\" or \\"note\\""},"body":{"type":"string","required":true,"visibility":"user-or-llm","description":"The text body of the reply"},"admin_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"The ID of the admin authoring the reply. If not provided, a default admin (Operator/Fin) will be used."},"attachment_urls":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of image URLs (max 10)"},"created_at":{"type":"number","required":false,"visibility":"user-or-llm","description":"Unix timestamp for when the reply was created. If not provided, current time is used."}}},"intercom_search_contacts":{"id":"intercom_search_contacts","name":"Search Contacts in Intercom","description":"Search for contacts in Intercom using a query","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"query":{"type":"string","required":true,"visibility":"user-or-llm","description":"Search query (e.g., {\\"field\\":\\"email\\",\\"operator\\":\\"=\\",\\"value\\":\\"user@example.com\\"})"},"per_page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (max: 150)"},"starting_after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor for pagination"},"sort_field":{"type":"string","required":false,"visibility":"user-or-llm","description":"Field to sort by (e.g., \\"name\\", \\"created_at\\", \\"last_seen_at\\")"},"sort_order":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort order: \\"ascending\\" or \\"descending\\""}}},"intercom_search_contacts_v2":{"id":"intercom_search_contacts_v2","name":"Search Contacts in Intercom","description":"Search for contacts in Intercom using a query","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"query":{"type":"string","required":true,"visibility":"user-or-llm","description":"Search query (e.g., {\\"field\\":\\"email\\",\\"operator\\":\\"=\\",\\"value\\":\\"user@example.com\\"})"},"per_page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (max: 150)"},"starting_after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor for pagination"},"sort_field":{"type":"string","required":false,"visibility":"user-or-llm","description":"Field to sort by (e.g., \\"name\\", \\"created_at\\", \\"last_seen_at\\")"},"sort_order":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort order: \\"ascending\\" or \\"descending\\""}}},"intercom_search_conversations":{"id":"intercom_search_conversations","name":"Search Conversations in Intercom","description":"Search for conversations in Intercom using a query","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"query":{"type":"string","required":true,"visibility":"user-or-llm","description":"Search query as JSON object"},"per_page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (max: 150)"},"starting_after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor for pagination"},"sort_field":{"type":"string","required":false,"visibility":"user-or-llm","description":"Field to sort by (e.g., \\"created_at\\", \\"updated_at\\")"},"sort_order":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort order: \\"ascending\\" or \\"descending\\""}}},"intercom_search_conversations_v2":{"id":"intercom_search_conversations_v2","name":"Search Conversations in Intercom","description":"Search for conversations in Intercom using a query. Returns API-aligned fields only.","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"query":{"type":"string","required":true,"visibility":"user-or-llm","description":"Search query as JSON object"},"per_page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (max: 150)"},"starting_after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor for pagination"},"sort_field":{"type":"string","required":false,"visibility":"user-or-llm","description":"Field to sort by (e.g., \\"created_at\\", \\"updated_at\\")"},"sort_order":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort order: \\"ascending\\" or \\"descending\\""}}},"intercom_snooze_conversation_v2":{"id":"intercom_snooze_conversation_v2","name":"Snooze Conversation in Intercom","description":"Snooze a conversation to reopen at a future time","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"conversationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the conversation to snooze"},"admin_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the admin performing the action"},"snoozed_until":{"type":"number","required":true,"visibility":"user-or-llm","description":"Unix timestamp for when the conversation should reopen"}}},"intercom_tag_contact_v2":{"id":"intercom_tag_contact_v2","name":"Tag Contact in Intercom","description":"Add a tag to a specific contact","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"contactId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the contact to tag"},"tagId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the tag to apply"}}},"intercom_tag_conversation_v2":{"id":"intercom_tag_conversation_v2","name":"Tag Conversation in Intercom","description":"Add a tag to a specific conversation","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"conversationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the conversation to tag"},"tagId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the tag to apply"},"admin_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the admin applying the tag"}}},"intercom_untag_contact_v2":{"id":"intercom_untag_contact_v2","name":"Untag Contact in Intercom","description":"Remove a tag from a specific contact","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"contactId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the contact to untag"},"tagId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the tag to remove"}}},"intercom_update_contact":{"id":"intercom_update_contact","name":"Update Contact in Intercom","description":"Update an existing contact in Intercom","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"contactId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Contact ID to update"},"role":{"type":"string","required":false,"visibility":"user-or-llm","description":"The role of the contact. Accepts \'user\' or \'lead\'."},"external_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"A unique identifier for the contact provided by the client"},"email":{"type":"string","required":false,"visibility":"user-or-llm","description":"The contact\'s email address"},"phone":{"type":"string","required":false,"visibility":"user-or-llm","description":"The contact\'s phone number"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"The contact\'s name"},"avatar":{"type":"string","required":false,"visibility":"user-or-llm","description":"An avatar image URL for the contact"},"signed_up_at":{"type":"number","required":false,"visibility":"user-or-llm","description":"The time the user signed up as a Unix timestamp"},"last_seen_at":{"type":"number","required":false,"visibility":"user-or-llm","description":"The time the user was last seen as a Unix timestamp"},"owner_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"The id of an admin that has been assigned account ownership of the contact"},"unsubscribed_from_emails":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the contact is unsubscribed from emails"},"custom_attributes":{"type":"string","required":false,"visibility":"user-or-llm","description":"Custom attributes as JSON object (e.g., {\\"attribute_name\\": \\"value\\"})"},"company_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"Company ID to associate the contact with"}}},"intercom_update_contact_v2":{"id":"intercom_update_contact_v2","name":"Update Contact in Intercom","description":"Update an existing contact in Intercom. Returns API-aligned fields only.","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"contactId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Contact ID to update"},"role":{"type":"string","required":false,"visibility":"user-or-llm","description":"The role of the contact. Accepts \'user\' or \'lead\'."},"external_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"A unique identifier for the contact provided by the client"},"email":{"type":"string","required":false,"visibility":"user-or-llm","description":"The contact\'s email address"},"phone":{"type":"string","required":false,"visibility":"user-or-llm","description":"The contact\'s phone number"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"The contact\'s name"},"avatar":{"type":"string","required":false,"visibility":"user-or-llm","description":"An avatar image URL for the contact"},"signed_up_at":{"type":"number","required":false,"visibility":"user-or-llm","description":"The time the user signed up as a Unix timestamp"},"last_seen_at":{"type":"number","required":false,"visibility":"user-or-llm","description":"The time the user was last seen as a Unix timestamp"},"owner_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"The id of an admin that has been assigned account ownership of the contact"},"unsubscribed_from_emails":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the contact is unsubscribed from emails"},"custom_attributes":{"type":"string","required":false,"visibility":"user-or-llm","description":"Custom attributes as JSON object (e.g., {\\"attribute_name\\": \\"value\\"})"},"company_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"Company ID to associate the contact with"}}},"intercom_update_ticket_v2":{"id":"intercom_update_ticket_v2","name":"Update Ticket in Intercom","description":"Update a ticket in Intercom (change state, assignment, attributes)","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"ticketId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the ticket to update"},"ticket_attributes":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON object with ticket attributes (e.g., {\\"_default_title_\\":\\"New Title\\",\\"_default_description_\\":\\"Updated description\\"})"},"open":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Set to false to close the ticket, true to keep it open"},"is_shared":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the ticket is visible to users"},"snoozed_until":{"type":"number","required":false,"visibility":"user-or-llm","description":"Unix timestamp for when the ticket should reopen"},"admin_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"The ID of the admin performing the update (needed for workflows and attribution)"},"assignee_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"The ID of the admin or team to assign the ticket to. Set to \\"0\\" to unassign."}}},"jina_read_url":{"id":"jina_read_url","name":"Jina Reader","description":"Extract and process web content into clean, LLM-friendly text using Jina AI Reader. Supports advanced content parsing, link gathering, and multiple output formats with configurable processing options.","version":"1.0.0","params":{"url":{"type":"string","required":true,"visibility":"user-or-llm","description":"The URL to read and convert to markdown (e.g., \\"https://example.com/page\\")"},"useReaderLMv2":{"type":"boolean","required":false,"visibility":"user-only","description":"Whether to use ReaderLM-v2 for better quality (3x token cost)"},"gatherLinks":{"type":"boolean","required":false,"visibility":"user-only","description":"Whether to gather all links at the end"},"jsonResponse":{"type":"boolean","required":false,"visibility":"user-only","description":"Whether to return response in JSON format"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Your Jina AI API key"},"withImagesummary":{"type":"boolean","required":false,"visibility":"user-only","description":"Gather all images from the page with metadata"},"retainImages":{"type":"string","required":false,"visibility":"user-only","description":"Control image inclusion: \\"none\\" removes all, \\"all\\" keeps all"},"returnFormat":{"type":"string","required":false,"visibility":"user-only","description":"Output format: markdown, html, text, screenshot, or pageshot"},"withIframe":{"type":"boolean","required":false,"visibility":"user-only","description":"Include iframe content in extraction"},"withShadowDom":{"type":"boolean","required":false,"visibility":"user-only","description":"Extract Shadow DOM content"},"noCache":{"type":"boolean","required":false,"visibility":"user-only","description":"Bypass cached content for real-time retrieval"},"withGeneratedAlt":{"type":"boolean","required":false,"visibility":"user-only","description":"Generate alt text for images using VLM"},"robotsTxt":{"type":"string","required":false,"visibility":"user-only","description":"Bot User-Agent for robots.txt checking"},"dnt":{"type":"boolean","required":false,"visibility":"user-only","description":"Do Not Track - prevents caching/tracking"},"noGfm":{"type":"boolean","required":false,"visibility":"user-only","description":"Disable GitHub Flavored Markdown"}}},"jina_search":{"id":"jina_search","name":"Jina Search","description":"Search the web and return top 5 results with LLM-friendly content. Each result is automatically processed through Jina Reader API. Supports geographic filtering, site restrictions, and pagination.","version":"1.0.0","params":{"q":{"type":"string","required":true,"visibility":"user-or-llm","description":"Search query string (e.g., \\"machine learning tutorials\\")"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Your Jina AI API key"},"num":{"type":"number","required":false,"visibility":"user-only","description":"Maximum number of results per page (default: 5)"},"site":{"type":"string","required":false,"visibility":"user-only","description":"Restrict results to specific domain(s). Can be comma-separated for multiple sites (e.g., \\"jina.ai,github.com\\")"},"withFavicon":{"type":"boolean","required":false,"visibility":"user-only","description":"Include website favicons in results"},"withImagesummary":{"type":"boolean","required":false,"visibility":"user-only","description":"Gather all images from result pages with metadata"},"withLinksummary":{"type":"boolean","required":false,"visibility":"user-only","description":"Gather all links from result pages"},"retainImages":{"type":"string","required":false,"visibility":"user-only","description":"Control image inclusion: \\"none\\" removes all, \\"all\\" keeps all"},"noCache":{"type":"boolean","required":false,"visibility":"user-only","description":"Bypass cached content for real-time retrieval"},"withGeneratedAlt":{"type":"boolean","required":false,"visibility":"user-only","description":"Generate alt text for images using VLM"},"respondWith":{"type":"string","required":false,"visibility":"user-only","description":"Set to \\"no-content\\" to get only metadata without page content"},"returnFormat":{"type":"string","required":false,"visibility":"user-only","description":"Output format: markdown, html, text, screenshot, or pageshot"}}},"jira_add_attachment":{"id":"jira_add_attachment","name":"Jira Add Attachment","description":"Add attachments to a Jira issue","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Jira"},"domain":{"type":"string","required":true,"visibility":"user-only","description":"Your Jira domain (e.g., yourcompany.atlassian.net)"},"issueKey":{"type":"string","required":true,"visibility":"user-or-llm","description":"Jira issue key to add attachments to (e.g., PROJ-123)"},"files":{"type":"file[]","required":true,"visibility":"user-only","description":"Files to attach to the Jira issue"},"cloudId":{"type":"string","required":false,"visibility":"hidden","description":"Jira Cloud ID for the instance. If not provided, it will be fetched using the domain."}},"oauth":{"required":true,"provider":"jira"}},"jira_add_comment":{"id":"jira_add_comment","name":"Jira Add Comment","description":"Add a comment to a Jira issue","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Jira"},"domain":{"type":"string","required":true,"visibility":"user-only","description":"Your Jira domain (e.g., yourcompany.atlassian.net)"},"issueKey":{"type":"string","required":true,"visibility":"user-or-llm","description":"Jira issue key to add comment to (e.g., PROJ-123)"},"body":{"type":"string","required":true,"visibility":"user-or-llm","description":"Comment body text"},"visibility":{"type":"json","required":false,"visibility":"user-or-llm","description":"Restrict comment visibility. Object with \\"type\\" (\\"role\\" or \\"group\\") and \\"value\\" (role/group name)."},"cloudId":{"type":"string","required":false,"visibility":"hidden","description":"Jira Cloud ID for the instance. If not provided, it will be fetched using the domain."}},"oauth":{"required":true,"provider":"jira"}},"jira_add_watcher":{"id":"jira_add_watcher","name":"Jira Add Watcher","description":"Add a watcher to a Jira issue to receive notifications about updates","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Jira"},"domain":{"type":"string","required":true,"visibility":"user-only","description":"Your Jira domain (e.g., yourcompany.atlassian.net)"},"issueKey":{"type":"string","required":true,"visibility":"user-or-llm","description":"Jira issue key to add watcher to (e.g., PROJ-123)"},"accountId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Account ID of the user to add as watcher"},"cloudId":{"type":"string","required":false,"visibility":"hidden","description":"Jira Cloud ID for the instance. If not provided, it will be fetched using the domain."}},"oauth":{"required":true,"provider":"jira"}},"jira_add_worklog":{"id":"jira_add_worklog","name":"Jira Add Worklog","description":"Add a time tracking worklog entry to a Jira issue","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Jira"},"domain":{"type":"string","required":true,"visibility":"user-only","description":"Your Jira domain (e.g., yourcompany.atlassian.net)"},"issueKey":{"type":"string","required":true,"visibility":"user-or-llm","description":"Jira issue key to add worklog to (e.g., PROJ-123)"},"timeSpentSeconds":{"type":"number","required":true,"visibility":"user-or-llm","description":"Time spent in seconds"},"comment":{"type":"string","required":false,"visibility":"user-or-llm","description":"Optional comment for the worklog entry"},"started":{"type":"string","required":false,"visibility":"user-or-llm","description":"Optional start time in ISO format (defaults to current time)"},"visibility":{"type":"json","required":false,"visibility":"user-or-llm","description":"Restrict worklog visibility. Object with \\"type\\" (\\"role\\" or \\"group\\") and \\"value\\" (role/group name)."},"cloudId":{"type":"string","required":false,"visibility":"hidden","description":"Jira Cloud ID for the instance. If not provided, it will be fetched using the domain."}},"oauth":{"required":true,"provider":"jira"}},"jira_assign_issue":{"id":"jira_assign_issue","name":"Jira Assign Issue","description":"Assign a Jira issue to a user","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Jira"},"domain":{"type":"string","required":true,"visibility":"user-only","description":"Your Jira domain (e.g., yourcompany.atlassian.net)"},"issueKey":{"type":"string","required":true,"visibility":"user-or-llm","description":"Jira issue key to assign (e.g., PROJ-123)"},"accountId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Account ID of the user to assign the issue to. Use \\"-1\\" for automatic assignment, or leave empty / pass \\"null\\" to unassign."},"cloudId":{"type":"string","required":false,"visibility":"hidden","description":"Jira Cloud ID for the instance. If not provided, it will be fetched using the domain."}},"oauth":{"required":true,"provider":"jira"}},"jira_bulk_read":{"id":"jira_bulk_read","name":"Jira Bulk Read","description":"Retrieve multiple Jira issues from a project in bulk","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Jira"},"domain":{"type":"string","required":true,"visibility":"user-only","description":"Your Jira domain (e.g., yourcompany.atlassian.net)"},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Jira project key (e.g., PROJ)"},"cloudId":{"type":"string","required":false,"visibility":"hidden","description":"Jira Cloud ID for the instance. If not provided, it will be fetched using the domain."}},"oauth":{"required":true,"provider":"jira"}},"jira_create_issue_link":{"id":"jira_create_issue_link","name":"Jira Create Issue Link","description":"Create a link relationship between two Jira issues","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Jira"},"domain":{"type":"string","required":true,"visibility":"user-only","description":"Your Jira domain (e.g., yourcompany.atlassian.net)"},"inwardIssueKey":{"type":"string","required":true,"visibility":"user-or-llm","description":"Jira issue key for the inward issue (e.g., PROJ-123)"},"outwardIssueKey":{"type":"string","required":true,"visibility":"user-or-llm","description":"Jira issue key for the outward issue (e.g., PROJ-456)"},"linkType":{"type":"string","required":true,"visibility":"user-or-llm","description":"The type of link relationship (e.g., \\"Blocks\\", \\"Relates to\\", \\"Duplicates\\")"},"comment":{"type":"string","required":false,"visibility":"user-or-llm","description":"Optional comment to add to the issue link"},"cloudId":{"type":"string","required":false,"visibility":"hidden","description":"Jira Cloud ID for the instance. If not provided, it will be fetched using the domain."}},"oauth":{"required":true,"provider":"jira"}},"jira_delete_attachment":{"id":"jira_delete_attachment","name":"Jira Delete Attachment","description":"Delete an attachment from a Jira issue","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Jira"},"domain":{"type":"string","required":true,"visibility":"user-only","description":"Your Jira domain (e.g., yourcompany.atlassian.net)"},"attachmentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the attachment to delete"},"cloudId":{"type":"string","required":false,"visibility":"hidden","description":"Jira Cloud ID for the instance. If not provided, it will be fetched using the domain."}},"oauth":{"required":true,"provider":"jira"}},"jira_delete_comment":{"id":"jira_delete_comment","name":"Jira Delete Comment","description":"Delete a comment from a Jira issue","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Jira"},"domain":{"type":"string","required":true,"visibility":"user-only","description":"Your Jira domain (e.g., yourcompany.atlassian.net)"},"issueKey":{"type":"string","required":true,"visibility":"user-or-llm","description":"Jira issue key containing the comment (e.g., PROJ-123)"},"commentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the comment to delete"},"cloudId":{"type":"string","required":false,"visibility":"hidden","description":"Jira Cloud ID for the instance. If not provided, it will be fetched using the domain."}},"oauth":{"required":true,"provider":"jira"}},"jira_delete_issue":{"id":"jira_delete_issue","name":"Jira Delete Issue","description":"Delete a Jira issue","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Jira"},"domain":{"type":"string","required":true,"visibility":"user-only","description":"Your Jira domain (e.g., yourcompany.atlassian.net)"},"issueKey":{"type":"string","required":true,"visibility":"user-or-llm","description":"Jira issue key to delete (e.g., PROJ-123)"},"deleteSubtasks":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to delete subtasks. If false, parent issues with subtasks cannot be deleted."},"cloudId":{"type":"string","required":false,"visibility":"hidden","description":"Jira Cloud ID for the instance. If not provided, it will be fetched using the domain."}},"oauth":{"required":true,"provider":"jira"}},"jira_delete_issue_link":{"id":"jira_delete_issue_link","name":"Jira Delete Issue Link","description":"Delete a link between two Jira issues","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Jira"},"domain":{"type":"string","required":true,"visibility":"user-only","description":"Your Jira domain (e.g., yourcompany.atlassian.net)"},"linkId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the issue link to delete"},"cloudId":{"type":"string","required":false,"visibility":"hidden","description":"Jira Cloud ID for the instance. If not provided, it will be fetched using the domain."}},"oauth":{"required":true,"provider":"jira"}},"jira_delete_worklog":{"id":"jira_delete_worklog","name":"Jira Delete Worklog","description":"Delete a worklog entry from a Jira issue","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Jira"},"domain":{"type":"string","required":true,"visibility":"user-only","description":"Your Jira domain (e.g., yourcompany.atlassian.net)"},"issueKey":{"type":"string","required":true,"visibility":"user-or-llm","description":"Jira issue key containing the worklog (e.g., PROJ-123)"},"worklogId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the worklog entry to delete"},"cloudId":{"type":"string","required":false,"visibility":"hidden","description":"Jira Cloud ID for the instance. If not provided, it will be fetched using the domain."}},"oauth":{"required":true,"provider":"jira"}},"jira_get_attachments":{"id":"jira_get_attachments","name":"Jira Get Attachments","description":"Get all attachments from a Jira issue","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Jira"},"domain":{"type":"string","required":true,"visibility":"user-only","description":"Your Jira domain (e.g., yourcompany.atlassian.net)"},"issueKey":{"type":"string","required":true,"visibility":"user-or-llm","description":"Jira issue key to get attachments from (e.g., PROJ-123)"},"includeAttachments":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Download attachment file contents and include them as files in the output"},"cloudId":{"type":"string","required":false,"visibility":"hidden","description":"Jira Cloud ID for the instance. If not provided, it will be fetched using the domain."}},"oauth":{"required":true,"provider":"jira"}},"jira_get_comments":{"id":"jira_get_comments","name":"Jira Get Comments","description":"Get all comments from a Jira issue","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Jira"},"domain":{"type":"string","required":true,"visibility":"user-only","description":"Your Jira domain (e.g., yourcompany.atlassian.net)"},"issueKey":{"type":"string","required":true,"visibility":"user-or-llm","description":"Jira issue key to get comments from (e.g., PROJ-123)"},"startAt":{"type":"number","required":false,"visibility":"user-or-llm","description":"Index of the first comment to return (default: 0)"},"maxResults":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of comments to return (default: 50)"},"orderBy":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort order for comments: \\"-created\\" for newest first, \\"created\\" for oldest first"},"cloudId":{"type":"string","required":false,"visibility":"hidden","description":"Jira Cloud ID for the instance. If not provided, it will be fetched using the domain."}},"oauth":{"required":true,"provider":"jira"}},"jira_get_fields":{"id":"jira_get_fields","name":"Jira Get Fields","description":"Get all system and custom fields defined in the Jira instance. Useful for discovering custom field IDs (e.g., customfield_10001) to use when writing or updating issues.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Jira"},"domain":{"type":"string","required":true,"visibility":"user-only","description":"Your Jira domain (e.g., yourcompany.atlassian.net)"},"cloudId":{"type":"string","required":false,"visibility":"hidden","description":"Jira Cloud ID for the instance. If not provided, it will be fetched using the domain."}},"oauth":{"required":true,"provider":"jira"}},"jira_get_project":{"id":"jira_get_project","name":"Jira Get Project","description":"Get the details of a single Jira project by its ID or key, including its type, lead, components, issue types, and versions.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Jira"},"domain":{"type":"string","required":true,"visibility":"user-only","description":"Your Jira domain (e.g., yourcompany.atlassian.net)"},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The project ID or key (e.g., \\"PROJ\\" or \\"10000\\")"},"cloudId":{"type":"string","required":false,"visibility":"hidden","description":"Jira Cloud ID for the instance. If not provided, it will be fetched using the domain."}},"oauth":{"required":true,"provider":"jira"}},"jira_get_transitions":{"id":"jira_get_transitions","name":"Jira Get Transitions","description":"Get the workflow transitions available for an issue in its current status. Use the returned transition IDs with the Transition Issue operation.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Jira"},"domain":{"type":"string","required":true,"visibility":"user-only","description":"Your Jira domain (e.g., yourcompany.atlassian.net)"},"issueKey":{"type":"string","required":true,"visibility":"user-or-llm","description":"The issue key or ID (e.g., PROJ-123)"},"cloudId":{"type":"string","required":false,"visibility":"hidden","description":"Jira Cloud ID for the instance. If not provided, it will be fetched using the domain."}},"oauth":{"required":true,"provider":"jira"}},"jira_get_users":{"id":"jira_get_users","name":"Jira Get Users","description":"Get Jira users. If an account ID is provided, returns a single user. Otherwise, returns a list of all users.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Jira"},"domain":{"type":"string","required":true,"visibility":"user-only","description":"Your Jira domain (e.g., yourcompany.atlassian.net)"},"accountId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Optional account ID to get a specific user. If not provided, returns all users."},"startAt":{"type":"number","required":false,"visibility":"user-or-llm","description":"The index of the first user to return (for pagination, default: 0)"},"maxResults":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of users to return (default: 50)"},"cloudId":{"type":"string","required":false,"visibility":"hidden","description":"Jira Cloud ID for the instance. If not provided, it will be fetched using the domain."}},"oauth":{"required":true,"provider":"jira"}},"jira_get_worklogs":{"id":"jira_get_worklogs","name":"Jira Get Worklogs","description":"Get all worklog entries from a Jira issue","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Jira"},"domain":{"type":"string","required":true,"visibility":"user-only","description":"Your Jira domain (e.g., yourcompany.atlassian.net)"},"issueKey":{"type":"string","required":true,"visibility":"user-or-llm","description":"Jira issue key to get worklogs from (e.g., PROJ-123)"},"startAt":{"type":"number","required":false,"visibility":"user-or-llm","description":"Index of the first worklog to return (default: 0)"},"maxResults":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of worklogs to return (default: 50)"},"cloudId":{"type":"string","required":false,"visibility":"hidden","description":"Jira Cloud ID for the instance. If not provided, it will be fetched using the domain."}},"oauth":{"required":true,"provider":"jira"}},"jira_list_issue_types":{"id":"jira_list_issue_types","name":"Jira List Issue Types","description":"List all issue types visible to the user across projects (e.g., Task, Bug, Story, Epic, Subtask). Useful for discovering valid issue types before creating an issue.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Jira"},"domain":{"type":"string","required":true,"visibility":"user-only","description":"Your Jira domain (e.g., yourcompany.atlassian.net)"},"cloudId":{"type":"string","required":false,"visibility":"hidden","description":"Jira Cloud ID for the instance. If not provided, it will be fetched using the domain."}},"oauth":{"required":true,"provider":"jira"}},"jira_list_projects":{"id":"jira_list_projects","name":"Jira List Projects","description":"List Jira projects visible to the user, with optional name/key filtering and pagination. Returns each project with id, key, name, and type.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Jira"},"domain":{"type":"string","required":true,"visibility":"user-only","description":"Your Jira domain (e.g., yourcompany.atlassian.net)"},"query":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter projects by partial name or key match"},"startAt":{"type":"number","required":false,"visibility":"user-or-llm","description":"The index of the first project to return (for pagination, default: 0)"},"maxResults":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of projects to return (default: 50, max: 100)"},"cloudId":{"type":"string","required":false,"visibility":"hidden","description":"Jira Cloud ID for the instance. If not provided, it will be fetched using the domain."}},"oauth":{"required":true,"provider":"jira"}},"jira_remove_watcher":{"id":"jira_remove_watcher","name":"Jira Remove Watcher","description":"Remove a watcher from a Jira issue","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Jira"},"domain":{"type":"string","required":true,"visibility":"user-only","description":"Your Jira domain (e.g., yourcompany.atlassian.net)"},"issueKey":{"type":"string","required":true,"visibility":"user-or-llm","description":"Jira issue key to remove watcher from (e.g., PROJ-123)"},"accountId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Account ID of the user to remove as watcher"},"cloudId":{"type":"string","required":false,"visibility":"hidden","description":"Jira Cloud ID for the instance. If not provided, it will be fetched using the domain."}},"oauth":{"required":true,"provider":"jira"}},"jira_retrieve":{"id":"jira_retrieve","name":"Jira Retrieve","description":"Retrieve detailed information about a specific Jira issue","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Jira"},"domain":{"type":"string","required":true,"visibility":"user-only","description":"Your Jira domain (e.g., yourcompany.atlassian.net)"},"issueKey":{"type":"string","required":true,"visibility":"user-or-llm","description":"Jira issue key to retrieve (e.g., PROJ-123)"},"includeAttachments":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Download attachment file contents and include them as files in the output"},"cloudId":{"type":"string","required":false,"visibility":"hidden","description":"Jira Cloud ID for the instance. If not provided, it will be fetched using the domain."}},"oauth":{"required":true,"provider":"jira"}},"jira_search_issues":{"id":"jira_search_issues","name":"Jira Search Issues","description":"Search for Jira issues using JQL (Jira Query Language)","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Jira"},"domain":{"type":"string","required":true,"visibility":"user-only","description":"Your Jira domain (e.g., yourcompany.atlassian.net)"},"jql":{"type":"string","required":true,"visibility":"user-or-llm","description":"JQL query string to search for issues (e.g., \\"project = PROJ AND status = Open\\")"},"nextPageToken":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor token for the next page of results. Omit for the first page."},"maxResults":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of results to return per page (default: 50)"},"fields":{"type":"array","required":false,"visibility":"user-or-llm","description":"Array of field names to return (default: all fields)."},"cloudId":{"type":"string","required":false,"visibility":"hidden","description":"Jira Cloud ID for the instance. If not provided, it will be fetched using the domain."}},"oauth":{"required":true,"provider":"jira"}},"jira_search_users":{"id":"jira_search_users","name":"Jira Search Users","description":"Search for Jira users by email address or display name. 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If not provided, it will be fetched using the domain."}},"oauth":{"required":true,"provider":"jira"}},"jira_transition_issue":{"id":"jira_transition_issue","name":"Jira Transition Issue","description":"Move a Jira issue between workflow statuses (e.g., To Do -> In Progress)","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Jira"},"domain":{"type":"string","required":true,"visibility":"user-only","description":"Your Jira domain (e.g., yourcompany.atlassian.net)"},"issueKey":{"type":"string","required":true,"visibility":"user-or-llm","description":"Jira issue key to transition (e.g., PROJ-123)"},"transitionId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the transition to execute (e.g., \\"11\\" for \\"To Do\\", \\"21\\" for \\"In Progress\\")"},"comment":{"type":"string","required":false,"visibility":"user-or-llm","description":"Optional comment to add when transitioning the issue"},"resolution":{"type":"string","required":false,"visibility":"user-or-llm","description":"Resolution name to set during transition (e.g., \\"Fixed\\", \\"Won\'t Fix\\")"},"cloudId":{"type":"string","required":false,"visibility":"hidden","description":"Jira Cloud ID for the instance. If not provided, it will be fetched using the domain."}},"oauth":{"required":true,"provider":"jira"}},"jira_update":{"id":"jira_update","name":"Jira Update","description":"Update a Jira issue","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Jira"},"domain":{"type":"string","required":true,"visibility":"user-only","description":"Your Jira domain (e.g., yourcompany.atlassian.net)"},"issueKey":{"type":"string","required":true,"visibility":"user-or-llm","description":"Jira issue key to update (e.g., PROJ-123)"},"summary":{"type":"string","required":false,"visibility":"user-or-llm","description":"New summary for the issue"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"New description for the issue. Accepts plain text (auto-wrapped in ADF) or a raw ADF document object"},"priority":{"type":"string","required":false,"visibility":"user-or-llm","description":"New priority ID or name for the issue (e.g., \\"High\\")"},"assignee":{"type":"string","required":false,"visibility":"user-or-llm","description":"New assignee account ID for the issue"},"labels":{"type":"json","required":false,"visibility":"user-or-llm","description":"Labels to set on the issue (array of label name strings)"},"components":{"type":"json","required":false,"visibility":"user-or-llm","description":"Components to set on the issue (array of component name strings)"},"duedate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Due date for the issue (format: YYYY-MM-DD)"},"fixVersions":{"type":"json","required":false,"visibility":"user-or-llm","description":"Fix versions to set (array of version name strings)"},"environment":{"type":"string","required":false,"visibility":"user-or-llm","description":"Environment information for the issue"},"customFieldId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Custom field ID to update (e.g., customfield_10001)"},"customFieldValue":{"type":"string","required":false,"visibility":"user-or-llm","description":"Value for the custom field"},"notifyUsers":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to send email notifications about this update (default: true)"},"cloudId":{"type":"string","required":false,"visibility":"hidden","description":"Jira Cloud ID for the instance. 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\\"abc123-def456-ghi789\\")"},"ticker":{"type":"string","required":true,"visibility":"user-or-llm","description":"Market ticker identifier (e.g., \\"KXBTC-24DEC31\\", \\"INX-25JAN03-T4485.99\\")"},"side":{"type":"string","required":true,"visibility":"user-or-llm","description":"Side of the order: \\"yes\\" or \\"no\\""},"action":{"type":"string","required":true,"visibility":"user-or-llm","description":"Action type: \\"buy\\" or \\"sell\\""},"clientOrderId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Original client-specified order ID"},"updatedClientOrderId":{"type":"string","required":false,"visibility":"user-or-llm","description":"New client-specified order ID after amendment"},"count":{"type":"string","required":false,"visibility":"user-or-llm","description":"Updated quantity for the order (e.g., \\"10\\", \\"100\\")"},"yesPrice":{"type":"string","required":false,"visibility":"user-or-llm","description":"Updated yes price in cents (1-99)"},"noPrice":{"type":"string","required":false,"visibility":"user-or-llm","description":"Updated no price in cents (1-99)"},"yesPriceDollars":{"type":"string","required":false,"visibility":"user-or-llm","description":"Updated yes price in dollars (e.g., \\"0.56\\")"},"noPriceDollars":{"type":"string","required":false,"visibility":"user-or-llm","description":"Updated no price in dollars (e.g., \\"0.56\\")"}}},"kalshi_amend_order_v2":{"id":"kalshi_amend_order_v2","name":"Amend Order on Kalshi V2","description":"Modify the price or quantity of an existing order on Kalshi (V2 with full API response)","version":"2.0.0","params":{"keyId":{"type":"string","required":true,"visibility":"user-only","description":"Your Kalshi API Key ID"},"privateKey":{"type":"string","required":true,"visibility":"user-only","description":"Your RSA Private Key (PEM format)"},"orderId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Order ID to amend (e.g., \\"abc123-def456-ghi789\\")"},"ticker":{"type":"string","required":true,"visibility":"user-or-llm","description":"Market ticker identifier (e.g., \\"KXBTC-24DEC31\\", \\"INX-25JAN03-T4485.99\\")"},"side":{"type":"string","required":true,"visibility":"user-or-llm","description":"Side of the order: \\"yes\\" or \\"no\\""},"action":{"type":"string","required":true,"visibility":"user-or-llm","description":"Action type: \\"buy\\" or \\"sell\\""},"clientOrderId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Original client-specified order ID"},"updatedClientOrderId":{"type":"string","required":false,"visibility":"user-or-llm","description":"New client-specified order ID after amendment"},"count":{"type":"string","required":false,"visibility":"user-or-llm","description":"Updated quantity for the order (e.g., \\"10\\", \\"100\\")"},"yesPrice":{"type":"string","required":false,"visibility":"user-or-llm","description":"Updated yes price in cents (1-99)"},"noPrice":{"type":"string","required":false,"visibility":"user-or-llm","description":"Updated no price in cents (1-99)"},"yesPriceDollars":{"type":"string","required":false,"visibility":"user-or-llm","description":"Updated yes price in dollars (e.g., \\"0.56\\")"},"noPriceDollars":{"type":"string","required":false,"visibility":"user-or-llm","description":"Updated no price in dollars (e.g., \\"0.56\\")"},"countFp":{"type":"string","required":false,"visibility":"user-or-llm","description":"Count in fixed-point for fractional contracts"}}},"kalshi_cancel_order":{"id":"kalshi_cancel_order","name":"Cancel Order on Kalshi","description":"Cancel an existing order on Kalshi","version":"1.0.0","params":{"keyId":{"type":"string","required":true,"visibility":"user-only","description":"Your Kalshi API Key ID"},"privateKey":{"type":"string","required":true,"visibility":"user-only","description":"Your RSA Private Key (PEM format)"},"orderId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Order ID to cancel (e.g., \\"abc123-def456-ghi789\\")"}}},"kalshi_cancel_order_v2":{"id":"kalshi_cancel_order_v2","name":"Cancel Order on Kalshi V2","description":"Cancel an existing order on Kalshi (V2 with full API response)","version":"2.0.0","params":{"keyId":{"type":"string","required":true,"visibility":"user-only","description":"Your Kalshi API Key ID"},"privateKey":{"type":"string","required":true,"visibility":"user-only","description":"Your RSA Private Key (PEM format)"},"orderId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Order ID to cancel (e.g., \\"abc123-def456-ghi789\\")"}}},"kalshi_create_order":{"id":"kalshi_create_order","name":"Create Order on Kalshi","description":"Create a new order on a Kalshi prediction market","version":"1.0.0","params":{"keyId":{"type":"string","required":true,"visibility":"user-only","description":"Your Kalshi API Key ID"},"privateKey":{"type":"string","required":true,"visibility":"user-only","description":"Your RSA Private Key (PEM format)"},"ticker":{"type":"string","required":true,"visibility":"user-or-llm","description":"Market ticker identifier (e.g., \\"KXBTC-24DEC31\\", \\"INX-25JAN03-T4485.99\\")"},"side":{"type":"string","required":true,"visibility":"user-or-llm","description":"Side of the order: \\"yes\\" or \\"no\\""},"action":{"type":"string","required":true,"visibility":"user-or-llm","description":"Action type: \\"buy\\" or \\"sell\\""},"count":{"type":"string","required":true,"visibility":"user-or-llm","description":"Number of contracts to trade (e.g., \\"10\\", \\"100\\")"},"type":{"type":"string","required":false,"visibility":"user-or-llm","description":"Order type: \\"limit\\" or \\"market\\" (default: \\"limit\\")"},"yesPrice":{"type":"string","required":false,"visibility":"user-or-llm","description":"Yes price in cents (1-99)"},"noPrice":{"type":"string","required":false,"visibility":"user-or-llm","description":"No price in cents (1-99)"},"yesPriceDollars":{"type":"string","required":false,"visibility":"user-or-llm","description":"Yes price in dollars (e.g., \\"0.56\\")"},"noPriceDollars":{"type":"string","required":false,"visibility":"user-or-llm","description":"No price in dollars (e.g., \\"0.56\\")"},"clientOrderId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Custom order identifier"},"expirationTs":{"type":"string","required":false,"visibility":"user-or-llm","description":"Unix timestamp for order expiration"},"timeInForce":{"type":"string","required":false,"visibility":"user-or-llm","description":"Time in force: \'fill_or_kill\', \'good_till_canceled\', \'immediate_or_cancel\'"},"buyMaxCost":{"type":"string","required":false,"visibility":"user-or-llm","description":"Maximum cost in cents (auto-enables 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Provide count or countFp"},"type":{"type":"string","required":false,"visibility":"user-or-llm","description":"Order type: \\"limit\\" or \\"market\\" (default: \\"limit\\")"},"yesPrice":{"type":"string","required":false,"visibility":"user-or-llm","description":"Yes price in cents (1-99)"},"noPrice":{"type":"string","required":false,"visibility":"user-or-llm","description":"No price in cents (1-99)"},"yesPriceDollars":{"type":"string","required":false,"visibility":"user-or-llm","description":"Yes price in dollars (e.g., \\"0.56\\")"},"noPriceDollars":{"type":"string","required":false,"visibility":"user-or-llm","description":"No price in dollars (e.g., \\"0.56\\")"},"clientOrderId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Custom order identifier"},"expirationTs":{"type":"string","required":false,"visibility":"user-or-llm","description":"Unix timestamp for order expiration"},"timeInForce":{"type":"string","required":false,"visibility":"user-or-llm","description":"Time in force: \'fill_or_kill\', \'good_till_canceled\', \'immediate_or_cancel\'"},"buyMaxCost":{"type":"string","required":false,"visibility":"user-or-llm","description":"Maximum cost in cents (auto-enables fill_or_kill)"},"postOnly":{"type":"string","required":false,"visibility":"user-or-llm","description":"Set to \'true\' for maker-only orders"},"reduceOnly":{"type":"string","required":false,"visibility":"user-or-llm","description":"Set to \'true\' for position reduction only"},"selfTradePreventionType":{"type":"string","required":false,"visibility":"user-or-llm","description":"Self-trade prevention: \'taker_at_cross\' or \'maker\'"},"orderGroupId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Associated order group ID"},"countFp":{"type":"string","required":false,"visibility":"user-or-llm","description":"Count in fixed-point for fractional contracts"},"cancelOrderOnPause":{"type":"string","required":false,"visibility":"user-or-llm","description":"Set to \'true\' to cancel order on market pause"},"subaccount":{"type":"string","required":false,"visibility":"user-or-llm","description":"Subaccount to use for the order"}}},"kalshi_get_balance":{"id":"kalshi_get_balance","name":"Get Balance from Kalshi","description":"Retrieve your account balance and portfolio value from Kalshi","version":"1.0.0","params":{"keyId":{"type":"string","required":true,"visibility":"user-only","description":"Your Kalshi API Key ID"},"privateKey":{"type":"string","required":true,"visibility":"user-only","description":"Your RSA Private Key (PEM format)"}}},"kalshi_get_balance_v2":{"id":"kalshi_get_balance_v2","name":"Get Balance from Kalshi V2","description":"Retrieve your account balance and portfolio value from Kalshi (V2 - 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full API response)","version":"2.0.0","params":{"seriesTicker":{"type":"string","required":true,"visibility":"user-or-llm","description":"Series ticker identifier (e.g., \\"KXBTC\\", \\"INX\\", \\"FED-RATE\\")"},"ticker":{"type":"string","required":true,"visibility":"user-or-llm","description":"Market ticker identifier (e.g., \\"KXBTC-24DEC31\\", \\"INX-25JAN03-T4485.99\\")"},"startTs":{"type":"number","required":true,"visibility":"user-or-llm","description":"Start timestamp in Unix seconds (e.g., 1704067200)"},"endTs":{"type":"number","required":true,"visibility":"user-or-llm","description":"End timestamp in Unix seconds (e.g., 1704153600)"},"periodInterval":{"type":"number","required":true,"visibility":"user-or-llm","description":"Period interval: 1 (1 minute), 60 (1 hour), or 1440 (1 day)"}}},"kalshi_get_event":{"id":"kalshi_get_event","name":"Get Event from Kalshi","description":"Retrieve details of a specific event by ticker","version":"1.0.0","params":{"eventTicker":{"type":"string","required":true,"visibility":"user-or-llm","description":"Event ticker identifier (e.g., \\"KXBTC-24DEC31\\", \\"INX-25JAN03\\")"},"withNestedMarkets":{"type":"string","required":false,"visibility":"user-or-llm","description":"Include nested markets in response (true/false)"}}},"kalshi_get_event_candlesticks":{"id":"kalshi_get_event_candlesticks","name":"Get Event Candlesticks from Kalshi","description":"Retrieve OHLC candlestick data aggregated across all markets in an event","version":"1.0.0","params":{"seriesTicker":{"type":"string","required":true,"visibility":"user-or-llm","description":"Series ticker identifier (e.g., \\"KXBTC\\", \\"INX\\", \\"FED-RATE\\")"},"eventTicker":{"type":"string","required":true,"visibility":"user-or-llm","description":"Event ticker identifier (e.g., \\"KXBTC-24DEC31\\", \\"INX-25JAN03\\")"},"startTs":{"type":"number","required":true,"visibility":"user-or-llm","description":"Start timestamp in Unix seconds (e.g., 1704067200)"},"endTs":{"type":"number","required":true,"visibility":"user-or-llm","description":"End timestamp in Unix seconds (e.g., 1704153600)"},"periodInterval":{"type":"number","required":true,"visibility":"user-or-llm","description":"Period interval: 1 (1 minute), 60 (1 hour), or 1440 (1 day)"}}},"kalshi_get_event_candlesticks_v2":{"id":"kalshi_get_event_candlesticks_v2","name":"Get Event Candlesticks from Kalshi V2","description":"Retrieve OHLC candlestick data aggregated across all markets in an event (V2 - 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Default: all levels"}}},"kalshi_get_orders":{"id":"kalshi_get_orders","name":"Get Orders from Kalshi","description":"Retrieve your orders from Kalshi with optional filtering","version":"1.0.0","params":{"keyId":{"type":"string","required":true,"visibility":"user-only","description":"Your Kalshi API Key ID"},"privateKey":{"type":"string","required":true,"visibility":"user-only","description":"Your RSA Private Key (PEM format)"},"ticker":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by market ticker (e.g., \\"KXBTC-24DEC31\\")"},"eventTicker":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by event ticker, max 10 comma-separated (e.g., \\"KXBTC-24DEC31,INX-25JAN03\\")"},"status":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by order status: \\"resting\\", \\"canceled\\", or \\"executed\\""},"limit":{"type":"string","required":false,"visibility":"user-or-llm","description":"Number of results to return (1-1000, default: 100)"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor from previous response for fetching next page"}}},"kalshi_get_orders_v2":{"id":"kalshi_get_orders_v2","name":"Get Orders from Kalshi V2","description":"Retrieve your orders from Kalshi with optional filtering (V2 with full API response)","version":"2.0.0","params":{"keyId":{"type":"string","required":true,"visibility":"user-only","description":"Your Kalshi API Key ID"},"privateKey":{"type":"string","required":true,"visibility":"user-only","description":"Your RSA Private Key (PEM format)"},"ticker":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by market ticker (e.g., \\"KXBTC-24DEC31\\")"},"eventTicker":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by event ticker, max 10 comma-separated (e.g., \\"KXBTC-24DEC31,INX-25JAN03\\")"},"status":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by order status: \\"resting\\", \\"canceled\\", or \\"executed\\""},"minTs":{"type":"string","required":false,"visibility":"user-or-llm","description":"Minimum timestamp filter (Unix timestamp, e.g., \\"1704067200\\")"},"maxTs":{"type":"string","required":false,"visibility":"user-or-llm","description":"Maximum timestamp filter (Unix timestamp, e.g., \\"1704153600\\")"},"subaccount":{"type":"string","required":false,"visibility":"user-or-llm","description":"Subaccount identifier to filter orders"},"limit":{"type":"string","required":false,"visibility":"user-or-llm","description":"Number of results to return (1-1000, default: 100)"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor from previous response for fetching next page"}}},"kalshi_get_positions":{"id":"kalshi_get_positions","name":"Get Positions from Kalshi","description":"Retrieve your open positions from Kalshi","version":"1.0.0","params":{"keyId":{"type":"string","required":true,"visibility":"user-only","description":"Your Kalshi API Key ID"},"privateKey":{"type":"string","required":true,"visibility":"user-only","description":"Your RSA Private Key (PEM format)"},"ticker":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by market ticker (e.g., \\"KXBTC-24DEC31\\")"},"eventTicker":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by event ticker, max 10 comma-separated (e.g., \\"KXBTC-24DEC31,INX-25JAN03\\")"},"limit":{"type":"string","required":false,"visibility":"user-or-llm","description":"Number of results to return (1-1000, default: 100)"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor from previous response for fetching next page"}}},"kalshi_get_positions_v2":{"id":"kalshi_get_positions_v2","name":"Get Positions from Kalshi V2","description":"Retrieve your open positions from Kalshi (V2 - 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key"},"chatId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The unique identifier of the chat"}}},"linq_update_chat":{"id":"linq_update_chat","name":"Update Chat","description":"Update chat properties such as group display name and icon","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Linq API key"},"chatId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The unique identifier of the chat"},"displayName":{"type":"string","required":false,"visibility":"user-or-llm","description":"New display name for the group chat"},"groupChatIcon":{"type":"string","required":false,"visibility":"user-or-llm","description":"New group chat icon (publicly accessible image URL)"}}},"linq_update_contact_card":{"id":"linq_update_contact_card","name":"Update Contact Card","description":"Partially update an existing active contact card for a phone number","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Linq API key"},"phoneNumber":{"type":"string","required":true,"visibility":"user-or-llm","description":"Phone number in E.164 format identifying the card to update"},"firstName":{"type":"string","required":false,"visibility":"user-or-llm","description":"New first name"},"lastName":{"type":"string","required":false,"visibility":"user-or-llm","description":"New last name"},"imageUrl":{"type":"string","required":false,"visibility":"user-or-llm","description":"New profile photo URL"}}},"linq_update_webhook_subscription":{"id":"linq_update_webhook_subscription","name":"Update Webhook Subscription","description":"Update a webhook subscription (target URL, events, phone filter, or active state)","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Linq API key"},"subscriptionId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The unique identifier of the webhook subscription"},"targetUrl":{"type":"string","required":false,"visibility":"user-or-llm","description":"New HTTPS endpoint that will receive events"},"subscribedEvents":{"type":"array","required":false,"visibility":"user-or-llm","description":"New set of event types to subscribe to"},"phoneNumbers":{"type":"array","required":false,"visibility":"user-or-llm","description":"New set of E.164 phone numbers to filter by"},"isActive":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the subscription should be active"}}},"llm_chat":{"id":"llm_chat","name":"LLM Chat","description":"Send a chat completion request to any supported LLM provider","version":"1.0.0","params":{"model":{"type":"string","required":true,"description":"The model to use (e.g., gpt-4o, claude-sonnet-4-5, gemini-2.0-flash)"},"systemPrompt":{"type":"string","required":false,"description":"System prompt to set the behavior of the assistant"},"context":{"type":"string","required":true,"description":"The user message or context to send to the model"},"apiKey":{"type":"string","required":false,"visibility":"hidden","description":"API key for the provider (uses platform key if not provided for hosted models)"},"temperature":{"type":"number","required":false,"description":"Temperature for response generation (0-2)"},"maxTokens":{"type":"number","required":false,"description":"Maximum tokens in the response"},"azureEndpoint":{"type":"string","required":false,"visibility":"hidden","description":"Azure OpenAI endpoint URL"},"azureApiVersion":{"type":"string","required":false,"visibility":"hidden","description":"Azure OpenAI API version"},"vertexProject":{"type":"string","required":false,"visibility":"hidden","description":"Google Cloud project ID for Vertex AI"},"vertexLocation":{"type":"string","required":false,"visibility":"hidden","description":"Google Cloud location for Vertex AI (defaults to us-central1)"},"vertexCredential":{"type":"string","required":false,"visibility":"hidden","description":"Google Cloud OAuth credential ID for Vertex AI"},"bedrockAccessKeyId":{"type":"string","required":false,"visibility":"hidden","description":"AWS Access Key ID for Bedrock"},"bedrockSecretKey":{"type":"string","required":false,"visibility":"hidden","description":"AWS Secret Access Key for Bedrock"},"bedrockRegion":{"type":"string","required":false,"visibility":"hidden","description":"AWS region for Bedrock (defaults to us-east-1)"}}},"logfire_get_token_info":{"id":"logfire_get_token_info","name":"Logfire Get Token Info","description":"Resolve which Logfire organization and project a read token belongs to. Useful for confirming a credential targets the expected project before querying it.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Logfire read token"},"region":{"type":"string","required":false,"visibility":"user-only","description":"Logfire data region: auto, us, or eu. Auto reads the region from the token."},"host":{"type":"string","required":false,"visibility":"user-only","description":"Base URL of a self-hosted Logfire instance, e.g. https://logfire.example.com. Overrides region. Leave blank for Logfire Cloud."}}},"logfire_get_trace":{"id":"logfire_get_trace","name":"Logfire Get Trace","description":"Fetch every span and log belonging to a Logfire trace, ordered from earliest to latest, so a single request can be reconstructed end to end.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Logfire read token"},"region":{"type":"string","required":false,"visibility":"user-only","description":"Logfire data region: auto, us, or eu. Auto reads the region from the token."},"host":{"type":"string","required":false,"visibility":"user-only","description":"Base URL of a self-hosted Logfire instance, e.g. https://logfire.example.com. Overrides region. Leave blank for Logfire Cloud."},"traceId":{"type":"string","required":true,"visibility":"user-or-llm","description":"32-character hexadecimal trace identifier"},"minTimestamp":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO 8601 lower bound on start_timestamp. Defaults to 2020-01-01T00:00:00Z when omitted."},"maxTimestamp":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO 8601 upper bound on start_timestamp"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum spans to return. Logfire defaults to 100 and caps at 10000."}}},"logfire_query":{"id":"logfire_query","name":"Logfire Query","description":"Run a read-only SQL query against Logfire traces, logs, and metrics. Reads the records and metrics tables using PostgreSQL-compatible syntax.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Logfire read token"},"region":{"type":"string","required":false,"visibility":"user-only","description":"Logfire data region: auto, us, or eu. Auto reads the region from the token."},"host":{"type":"string","required":false,"visibility":"user-only","description":"Base URL of a self-hosted Logfire instance, e.g. https://logfire.example.com. Overrides region. Leave blank for Logfire Cloud."},"sql":{"type":"string","required":true,"visibility":"user-or-llm","description":"SQL SELECT query to run against the records or metrics table"},"minTimestamp":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO 8601 lower bound on start_timestamp. Defaults to 2020-01-01T00:00:00Z when omitted."},"maxTimestamp":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO 8601 upper bound on start_timestamp"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum rows to return. Logfire defaults to 100 and caps at 10000."},"timezone":{"type":"string","required":false,"visibility":"user-or-llm","description":"IANA timezone used to evaluate the query, for example Europe/Paris"},"environment":{"type":"string","required":false,"visibility":"user-or-llm","description":"Restrict results to a single deployment environment"}}},"logfire_search_records":{"id":"logfire_search_records","name":"Logfire Search Records","description":"Search Logfire spans and logs using structured filters for message text, service, span name, severity, environment, and exceptions. Returns the most recent matches first without writing SQL.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Logfire read token"},"region":{"type":"string","required":false,"visibility":"user-only","description":"Logfire data region: auto, us, or eu. Auto reads the region from the token."},"host":{"type":"string","required":false,"visibility":"user-only","description":"Base URL of a self-hosted Logfire instance, e.g. https://logfire.example.com. Overrides region. Leave blank for Logfire Cloud."},"query":{"type":"string","required":false,"visibility":"user-or-llm","description":"Case-insensitive text to match within the record message"},"service":{"type":"string","required":false,"visibility":"user-or-llm","description":"Exact service name to filter on"},"spanName":{"type":"string","required":false,"visibility":"user-or-llm","description":"Exact span name to filter on"},"minLevel":{"type":"string","required":false,"visibility":"user-or-llm","description":"Minimum severity to include: trace, debug, info, notice, warn, error, or fatal"},"exceptionsOnly":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Only return records that recorded an exception"},"environment":{"type":"string","required":false,"visibility":"user-or-llm","description":"Restrict results to a single deployment environment"},"minTimestamp":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO 8601 lower bound on start_timestamp. Defaults to 2020-01-01T00:00:00Z when omitted."},"maxTimestamp":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO 8601 upper bound on start_timestamp"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum records to return. Logfire defaults to 100 and caps at 10000."}}},"logs_get":{"id":"logs_get","name":"Get Log by ID","description":"Fetch a single workflow execution log entry by its log ID.","version":"1.0.0","params":{"id":{"type":"string","required":true,"visibility":"user-or-llm","description":"Log entry ID"}}},"logs_get_execution":{"id":"logs_get_execution","name":"Get Execution Details","description":"Fetch full execution details for a workflow run, including the per-block state snapshot.","version":"1.0.0","params":{"executionId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Execution ID returned by a workflow run"}}},"logs_get_run_details":{"id":"logs_get_run_details","name":"Get Run Details","description":"Fetch details for a single workflow run by its run ID, including the full trace spans.","version":"1.0.0","params":{"runId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The run ID to fetch details for"}}},"logs_query":{"id":"logs_query","name":"Query Logs","description":"Query workflow execution logs in the current workspace with filters.","version":"1.0.0","params":{"workflowIds":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated workflow IDs to filter by"},"executionId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter logs to a single execution ID"},"level":{"type":"string","required":false,"visibility":"user-or-llm","description":"Log level filter: \'all\', \'info\', \'error\', \'running\', \'pending\'. Comma-separated for multiple."},"triggers":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated triggers (api, webhook, schedule, manual, chat, mothership)"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Max logs to return (default 100, max 200)"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Opaque pagination cursor returned by a previous query"},"sortBy":{"type":"string","required":false,"visibility":"user-only","description":"Sort field: \'date\' (default), \'duration\', \'cost\', \'status\'"},"sortOrder":{"type":"string","required":false,"visibility":"user-only","description":"Sort order: \'desc\' (default) or \'asc\'"},"startDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO 8601 timestamp; only logs at or after this time"},"endDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO 8601 timestamp; only logs at or before this time"},"search":{"type":"string","required":false,"visibility":"user-or-llm","description":"Free-text search across log fields"}}},"logs_query_runs":{"id":"logs_query_runs","name":"Query Logs","description":"Query workflow run logs in the current workspace with the full Logs-page filter set. Returns matching run IDs.","version":"1.0.0","params":{"workflowIds":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated workflow IDs to filter by"},"folderIds":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated folder IDs to filter by (descendants included)"},"level":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated statuses: \'info\', \'error\', \'running\', \'pending\', \'cancelled\'. Omit for all."},"triggers":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated trigger types (api, webhook, schedule, manual, chat, mcp, workflow, sim, …)"},"startDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO 8601 timestamp; only runs at or after this time"},"endDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO 8601 timestamp; only runs at or before this time"},"search":{"type":"string","required":false,"visibility":"user-or-llm","description":"Free-text search across log fields"},"costOperator":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cost comparison operator: \'=\', \'>\', \'<\', \'>=\', \'<=\', \'!=\'"},"costValue":{"type":"number","required":false,"visibility":"user-or-llm","description":"Cost threshold in credits, compared using costOperator"},"durationOperator":{"type":"string","required":false,"visibility":"user-or-llm","description":"Duration comparison operator: \'=\', \'>\', \'<\', \'>=\', \'<=\', \'!=\'"},"durationValue":{"type":"number","required":false,"visibility":"user-or-llm","description":"Duration threshold in milliseconds, compared using durationOperator"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Max run IDs to return (default 100, max 200)"},"sortBy":{"type":"string","required":false,"visibility":"user-only","description":"Sort field: \'date\' (default), \'duration\', \'cost\', \'status\'"},"sortOrder":{"type":"string","required":false,"visibility":"user-only","description":"Sort order: \'desc\' (default) or \'asc\'"}}},"loops_check_contact_suppression":{"id":"loops_check_contact_suppression","name":"Loops Check Contact Suppression","description":"Check whether a Loops contact is on the suppression list (bounced, complained, or unsubscribed) by email address or userId.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Loops API key for authentication"},"email":{"type":"string","required":false,"visibility":"user-or-llm","description":"The contact email address to check (at least one of email or userId is required)"},"userId":{"type":"string","required":false,"visibility":"user-or-llm","description":"The contact userId to check (at least one of email or userId is required)"}}},"loops_create_contact":{"id":"loops_create_contact","name":"Loops Create Contact","description":"Create a new contact in your Loops audience with an email address and optional properties like name, user group, and mailing list subscriptions.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Loops API key for authentication"},"email":{"type":"string","required":true,"visibility":"user-or-llm","description":"The email address for the new contact"},"firstName":{"type":"string","required":false,"visibility":"user-or-llm","description":"The contact first name"},"lastName":{"type":"string","required":false,"visibility":"user-or-llm","description":"The contact last name"},"source":{"type":"string","required":false,"visibility":"user-or-llm","description":"Custom source value replacing the default \\"API\\""},"subscribed":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the contact receives campaign emails (defaults to true)"},"userGroup":{"type":"string","required":false,"visibility":"user-or-llm","description":"Group to segment the contact into (one group per contact)"},"userId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Unique user identifier from your application"},"mailingLists":{"type":"json","required":false,"visibility":"user-or-llm","description":"Mailing list IDs mapped to boolean values (true to subscribe, false to unsubscribe)"},"customProperties":{"type":"json","required":false,"visibility":"user-or-llm","description":"Custom contact properties as key-value pairs (string, number, boolean, or date values)"}}},"loops_create_contact_property":{"id":"loops_create_contact_property","name":"Loops Create Contact Property","description":"Create a new custom contact property in your Loops account. The property name must be in camelCase format.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Loops API key for authentication"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"The property name in camelCase format (e.g., \\"favoriteColor\\")"},"type":{"type":"string","required":true,"visibility":"user-or-llm","description":"The property data type (e.g., \\"string\\", \\"number\\", \\"boolean\\", \\"date\\")"}}},"loops_delete_contact":{"id":"loops_delete_contact","name":"Loops Delete Contact","description":"Delete a contact from Loops by email address or userId. At least one identifier must be provided.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Loops API key for authentication"},"email":{"type":"string","required":false,"visibility":"user-or-llm","description":"The email address of the contact to delete (at least one of email or userId is required)"},"userId":{"type":"string","required":false,"visibility":"user-or-llm","description":"The userId of the contact to delete (at least one of email or userId is required)"}}},"loops_find_contact":{"id":"loops_find_contact","name":"Loops Find Contact","description":"Find a contact in Loops by email address or userId. Returns an array of matching contacts with all their properties including name, subscription status, user group, and mailing lists.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Loops API key for authentication"},"email":{"type":"string","required":false,"visibility":"user-or-llm","description":"The contact email address to search for (at least one of email or userId is required)"},"userId":{"type":"string","required":false,"visibility":"user-or-llm","description":"The contact userId to search for (at least one of email or userId is required)"}}},"loops_get_transactional_email":{"id":"loops_get_transactional_email","name":"Loops Get Transactional Email","description":"Retrieve a single transactional email template from your Loops account by its ID, including its data variables and draft/published message IDs.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Loops API key for authentication"},"transactionalId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the transactional email template to retrieve"}}},"loops_list_contact_properties":{"id":"loops_list_contact_properties","name":"Loops List Contact Properties","description":"Retrieve a list of contact properties from your Loops account. Returns each property with its key, label, and data type. Can filter to show all properties or only custom ones.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Loops API key for authentication"},"list":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter type: \\"all\\" for all properties (default) or \\"custom\\" for custom properties only"}}},"loops_list_mailing_lists":{"id":"loops_list_mailing_lists","name":"Loops List Mailing Lists","description":"Retrieve all mailing lists from your Loops account. Returns each list with its ID, name, description, and public/private status.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Loops API key for authentication"}}},"loops_list_transactional_emails":{"id":"loops_list_transactional_emails","name":"Loops List Transactional Emails","description":"Retrieve a list of published transactional email templates from your Loops account. Returns each template with its ID, name, created/updated timestamps, and data variables.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Loops API key for authentication"},"perPage":{"type":"string","required":false,"visibility":"user-or-llm","description":"Number of results per page (10-50, default: 20)"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor from a previous response to fetch the next page"}}},"loops_remove_contact_suppression":{"id":"loops_remove_contact_suppression","name":"Loops Remove Contact Suppression","description":"Remove a Loops contact from the suppression list by email address or userId, allowing them to receive emails again. Subject to a team removal quota.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Loops API key for authentication"},"email":{"type":"string","required":false,"visibility":"user-or-llm","description":"The contact email address to remove from suppression (at least one of email or userId is required)"},"userId":{"type":"string","required":false,"visibility":"user-or-llm","description":"The contact userId to remove from suppression (at least one of email or userId is required)"}}},"loops_send_event":{"id":"loops_send_event","name":"Loops Send Event","description":"Send an event to Loops to trigger automated email sequences for a contact. Identify the contact by email or userId and include optional event properties and mailing list changes.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Loops API key for authentication"},"email":{"type":"string","required":false,"visibility":"user-or-llm","description":"The email address of the contact (at least one of email or userId is required)"},"userId":{"type":"string","required":false,"visibility":"user-or-llm","description":"The userId of the contact (at least one of email or userId is required)"},"eventName":{"type":"string","required":true,"visibility":"user-or-llm","description":"The name of the event to trigger"},"eventProperties":{"type":"json","required":false,"visibility":"user-or-llm","description":"Event data as key-value pairs (string, number, boolean, or date values)"},"mailingLists":{"type":"json","required":false,"visibility":"user-or-llm","description":"Mailing list IDs mapped to boolean values (true to subscribe, false to unsubscribe)"}}},"loops_send_transactional_email":{"id":"loops_send_transactional_email","name":"Loops Send Transactional Email","description":"Send a transactional email to a recipient using a Loops template. Supports dynamic data variables for personalization and optionally adds the recipient to your audience.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Loops API key for authentication"},"email":{"type":"string","required":true,"visibility":"user-or-llm","description":"The email address of the recipient"},"transactionalId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the transactional email template to send"},"dataVariables":{"type":"json","required":false,"visibility":"user-or-llm","description":"Template data variables as key-value pairs (string or number values)"},"addToAudience":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to create the recipient as a contact if they do not already exist (default: false)"},"attachments":{"type":"json","required":false,"visibility":"user-or-llm","description":"Array of file attachments. Each object must have filename (string), contentType (MIME type string), and data (base64-encoded string)."}}},"loops_update_contact":{"id":"loops_update_contact","name":"Loops Update Contact","description":"Update an existing contact in Loops by email or userId. Creates a new contact if no match is found (upsert). Can update name, subscription status, user group, mailing lists, and custom properties.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Loops API key for authentication"},"email":{"type":"string","required":false,"visibility":"user-or-llm","description":"The contact email address (at least one of email or userId is required)"},"userId":{"type":"string","required":false,"visibility":"user-or-llm","description":"The contact userId (at least one of email or userId is required)"},"firstName":{"type":"string","required":false,"visibility":"user-or-llm","description":"The contact first name"},"lastName":{"type":"string","required":false,"visibility":"user-or-llm","description":"The contact last name"},"source":{"type":"string","required":false,"visibility":"user-or-llm","description":"Custom source value replacing the default \\"API\\""},"subscribed":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the contact receives campaign emails (sending true re-subscribes unsubscribed contacts)"},"userGroup":{"type":"string","required":false,"visibility":"user-or-llm","description":"Group to segment the contact into (one group per contact)"},"mailingLists":{"type":"json","required":false,"visibility":"user-or-llm","description":"Mailing list IDs mapped to boolean values (true to subscribe, false to unsubscribe)"},"customProperties":{"type":"json","required":false,"visibility":"user-or-llm","description":"Custom contact properties as key-value pairs (send null to reset a property)"}}},"luma_add_guests":{"id":"luma_add_guests","name":"Luma Add Guests","description":"Add guests to a Luma event by email. Guests are added with Going (approved) status and receive one ticket of the default ticket type.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Luma API key"},"eventId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Event ID (starts with evt-)"},"guests":{"type":"string","required":true,"visibility":"user-or-llm","description":"JSON array of guest objects. Each guest requires an \\"email\\" field and optionally \\"name\\", \\"first_name\\", \\"last_name\\". Example: [{\\"email\\": \\"user@example.com\\", \\"name\\": \\"John Doe\\"}]"}}},"luma_cancel_event":{"id":"luma_cancel_event","name":"Luma Cancel Event","description":"Cancel a Luma event. This is irreversible and notifies all registered guests. Requires a cancellation token obtained from the Request Event Cancellation endpoint.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Luma API key"},"eventId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Event ID to cancel (starts with evt-)"},"cancellationToken":{"type":"string","required":true,"visibility":"user-only","description":"Cancellation token from the Request Event Cancellation endpoint (POST /v1/event/cancel/request)"},"shouldRefund":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to refund paid guests. Required if the event has paid registrations."}}},"luma_create_event":{"id":"luma_create_event","name":"Luma Create Event","description":"Create a new event on Luma with a name, start time, timezone, and optional details like description, location, and visibility.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Luma API key"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Event name/title"},"startAt":{"type":"string","required":true,"visibility":"user-or-llm","description":"Event start time in ISO 8601 format (e.g., 2025-03-15T18:00:00Z)"},"timezone":{"type":"string","required":true,"visibility":"user-or-llm","description":"IANA timezone (e.g., America/New_York, Europe/London)"},"endAt":{"type":"string","required":false,"visibility":"user-or-llm","description":"Event end time in ISO 8601 format (e.g., 2025-03-15T20:00:00Z)"},"durationInterval":{"type":"string","required":false,"visibility":"user-or-llm","description":"Event duration as ISO 8601 interval (e.g., PT2H for 2 hours, PT30M for 30 minutes). 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key","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Mailgun API key"},"domain":{"type":"string","required":true,"visibility":"user-only","description":"Mailgun domain for retrieving messages (e.g., mg.example.com)"},"messageKey":{"type":"string","required":true,"visibility":"user-or-llm","description":"Message storage key"}}},"mailgun_list_domains":{"id":"mailgun_list_domains","name":"Mailgun List Domains","description":"List all domains for your Mailgun account","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Mailgun API key"}}},"mailgun_list_messages":{"id":"mailgun_list_messages","name":"Mailgun List Messages","description":"List events (logs) for messages sent through Mailgun","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Mailgun API key"},"domain":{"type":"string","required":true,"visibility":"user-only","description":"Mailgun domain for listing events (e.g., mg.example.com)"},"event":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by event type (accepted, delivered, failed, opened, clicked, etc.)"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of events to return (default: 100)"}}},"mailgun_send_message":{"id":"mailgun_send_message","name":"Mailgun Send Message","description":"Send an email using Mailgun API","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Mailgun API key"},"domain":{"type":"string","required":true,"visibility":"user-only","description":"Mailgun sending domain (e.g., mg.example.com)"},"from":{"type":"string","required":true,"visibility":"user-or-llm","description":"Sender email address (e.g., sender@example.com or \\"Name <sender@example.com>\\")"},"to":{"type":"string","required":true,"visibility":"user-or-llm","description":"Recipient email address (e.g., user@example.com). Use comma-separated values for multiple recipients"},"subject":{"type":"string","required":true,"visibility":"user-or-llm","description":"Email subject line"},"text":{"type":"string","required":false,"visibility":"user-or-llm","description":"Plain text body of the email"},"html":{"type":"string","required":false,"visibility":"user-or-llm","description":"HTML body of the email (e.g., \\"<h1>Hello</h1><p>Message content</p>\\")"},"cc":{"type":"string","required":false,"visibility":"user-or-llm","description":"CC recipient email address (e.g., cc@example.com). Use comma-separated values for multiple recipients"},"bcc":{"type":"string","required":false,"visibility":"user-or-llm","description":"BCC recipient email address (e.g., bcc@example.com). Use comma-separated values for multiple recipients"},"tags":{"type":"string","required":false,"visibility":"user-or-llm","description":"Tags for the email (comma-separated)"}}},"managed_agent_archive_session":{"id":"managed_agent_archive_session","name":"Managed Agent Archive Session","description":"Archive a Managed Agent session, preserving its history. Not reversible.","version":"1.0.0","params":{"credential":{"type":"string","required":true,"visibility":"user-only","description":"Claude Platform credential (Anthropic workspace API key) to act with."},"accessToken":{"type":"string","required":false,"visibility":"hidden","description":"Workspace API key injected by the executor from the selected credential."},"sessionId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Anthropic session id (sesn_...) to act on."}}},"managed_agent_create_session":{"id":"managed_agent_create_session","name":"Managed Agent Create Session","description":"Create a Claude Platform Managed Agent session and return its id without waiting for a reply.","version":"1.0.0","params":{"credential":{"type":"string","required":true,"visibility":"user-only","description":"Claude Platform credential (Anthropic workspace API key) to act with."},"accessToken":{"type":"string","required":false,"visibility":"hidden","description":"Workspace API key injected by the executor from the selected credential."},"agent":{"type":"string","required":true,"visibility":"user-only","description":"Managed-agent id inside the linked Claude workspace."},"environment":{"type":"string","required":true,"visibility":"user-only","description":"Environment id inside the linked Claude workspace."},"environmentType":{"type":"string","required":false,"visibility":"user-only","description":"Environment execution model hint (\'cloud\' | \'self_hosted\')."},"userMessage":{"type":"string","required":false,"visibility":"user-or-llm","description":"Optional first message; seeds initial_events and starts the agent immediately."},"vaults":{"type":"array","required":false,"visibility":"user-only","description":"Zero or more vault ids for MCP tool auth."},"vaultsAck":{"type":"boolean","required":false,"visibility":"user-only","description":"Acknowledgement that the author may use the attached vaults."},"memoryStoreId":{"type":"string","required":false,"visibility":"user-only","description":"Optional Agent Memory Store id."},"memoryAccess":{"type":"string","required":false,"visibility":"user-only","description":"Memory store access mode: \'read_write\' (default) or \'read_only\'."},"memoryInstructions":{"type":"string","required":false,"visibility":"user-only","description":"Per-attachment guidance for how the agent should use the memory store."},"files":{"type":"array","required":false,"visibility":"user-only","description":"File attachments (cloud envs only), as [{fileId, mountPath?}]."},"sessionParameters":{"type":"object","required":false,"visibility":"user-only","description":"Key/value session metadata forwarded to the session."}}},"managed_agent_delete_session":{"id":"managed_agent_delete_session","name":"Managed Agent Delete Session","description":"Permanently delete a Managed Agent session, its events, and its sandbox. Not reversible.","version":"1.0.0","params":{"credential":{"type":"string","required":true,"visibility":"user-only","description":"Claude Platform credential (Anthropic workspace API key) to act with."},"accessToken":{"type":"string","required":false,"visibility":"hidden","description":"Workspace API key injected by the executor from the selected credential."},"sessionId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Anthropic session id (sesn_...) to act on."}}},"managed_agent_get_session":{"id":"managed_agent_get_session","name":"Managed Agent Get Session","description":"Read a Managed Agent session: status, stop reason, token usage, metadata, and any tool calls awaiting approval.","version":"1.0.0","params":{"credential":{"type":"string","required":true,"visibility":"user-only","description":"Claude Platform credential (Anthropic workspace API key) to act with."},"accessToken":{"type":"string","required":false,"visibility":"hidden","description":"Workspace API key injected by the executor from the selected credential."},"sessionId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Anthropic session id (sesn_...) to act on."}}},"managed_agent_interrupt_session":{"id":"managed_agent_interrupt_session","name":"Managed Agent Interrupt Session","description":"Stop a running Managed Agent session; it stays usable afterwards.","version":"1.0.0","params":{"credential":{"type":"string","required":true,"visibility":"user-only","description":"Claude Platform credential (Anthropic workspace API key) to act with."},"accessToken":{"type":"string","required":false,"visibility":"hidden","description":"Workspace API key injected by the executor from the selected credential."},"sessionId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Anthropic session id (sesn_...) to act on."}}},"managed_agent_list_events":{"id":"managed_agent_list_events","name":"Managed Agent List Events","description":"Read a Managed Agent session\'s event history and the agent\'s reply text.","version":"1.0.0","params":{"credential":{"type":"string","required":true,"visibility":"user-only","description":"Claude Platform credential (Anthropic workspace API key) to act with."},"accessToken":{"type":"string","required":false,"visibility":"hidden","description":"Workspace API key injected by the executor from the selected credential."},"sessionId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Anthropic session id (sesn_...) to act on."},"eventTypes":{"type":"array","required":false,"visibility":"user-or-llm","description":"Optional event-type filter, e.g. [\'agent.message\']. Omit to return every event."},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum events to return, keeping the most recent (default 500)."}}},"managed_agent_respond_custom_tool":{"id":"managed_agent_respond_custom_tool","name":"Managed Agent Respond To Custom Tool","description":"Return the result of a custom tool a Managed Agent session is waiting on so it can continue.","version":"1.0.0","params":{"credential":{"type":"string","required":true,"visibility":"user-only","description":"Claude Platform credential (Anthropic workspace API key) to act with."},"accessToken":{"type":"string","required":false,"visibility":"hidden","description":"Workspace API key injected by the executor from the selected credential."},"sessionId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Anthropic session id (sesn_...) to act on."},"customToolUseId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The custom tool-use EVENT id being answered, from Get Session pendingTools[].id where kind is \'custom_tool_result\'."},"result":{"type":"string","required":true,"visibility":"user-or-llm","description":"The tool\'s output, returned to the agent as text."},"isError":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Mark the result as a failure so the agent can adjust its approach."}}},"managed_agent_respond_tool_confirmation":{"id":"managed_agent_respond_tool_confirmation","name":"Managed Agent Respond To Tool Confirmation","description":"Allow or deny the tool calls a Managed Agent session is waiting on before it can continue.","version":"1.0.0","params":{"credential":{"type":"string","required":true,"visibility":"user-only","description":"Claude Platform credential (Anthropic workspace API key) to act with."},"accessToken":{"type":"string","required":false,"visibility":"hidden","description":"Workspace API key injected by the executor from the selected credential."},"sessionId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Anthropic session id (sesn_...) to act on."},"toolUseIds":{"type":"array","required":true,"visibility":"user-or-llm","description":"Blocking tool-use EVENT ids, from Get Session pendingTools[].id where kind is \'confirmation\' (not toolu_ ids)."},"decision":{"type":"string","required":true,"visibility":"user-or-llm","description":"\'allow\' to let the tools run, or \'deny\' to reject them."},"denyMessage":{"type":"string","required":false,"visibility":"user-or-llm","description":"Reason surfaced to the agent. Only sent when the decision is deny."}}},"managed_agent_run_session":{"id":"managed_agent_run_session","name":"Managed Agent Run Session","description":"Open a Claude Platform Managed Agent session and return the assistant response as text.","version":"1.0.0","params":{"credential":{"type":"string","required":true,"visibility":"user-only","description":"Claude Platform credential (Anthropic workspace API key) to run the agent with."},"accessToken":{"type":"string","required":false,"visibility":"hidden","description":"Workspace API key injected by the executor from the selected credential."},"agent":{"type":"string","required":true,"visibility":"user-only","description":"Managed-agent id inside the linked Claude workspace."},"environment":{"type":"string","required":true,"visibility":"user-only","description":"Environment id inside the linked Claude workspace."},"environmentType":{"type":"string","required":false,"visibility":"user-only","description":"Environment execution model hint (\'cloud\' | \'self_hosted\'); the actual type is re-resolved server-side for routing."},"userMessage":{"type":"string","required":true,"visibility":"user-or-llm","description":"The user message to send to the Managed Agent."},"vaults":{"type":"array","required":false,"visibility":"user-only","description":"Zero or more vault ids for MCP tool auth."},"vaultsAck":{"type":"boolean","required":false,"visibility":"user-only","description":"Acknowledgement that the author may use the attached vaults."},"memoryStoreId":{"type":"string","required":false,"visibility":"user-only","description":"Optional Agent Memory Store id."},"memoryAccess":{"type":"string","required":false,"visibility":"user-only","description":"Memory store access mode: \'read_write\' (default) or \'read_only\'."},"memoryInstructions":{"type":"string","required":false,"visibility":"user-only","description":"Per-attachment guidance for how the agent should use the memory store."},"files":{"type":"array","required":false,"visibility":"user-only","description":"File attachments (cloud envs only), as [{fileId, mountPath?}]."},"sessionParameters":{"type":"object","required":false,"visibility":"user-only","description":"Key/value session metadata forwarded to the session."}}},"managed_agent_send_message":{"id":"managed_agent_send_message","name":"Managed Agent Send Message","description":"Send a user message to an existing Claude Platform Managed Agent session.","version":"1.0.0","params":{"credential":{"type":"string","required":true,"visibility":"user-only","description":"Claude Platform credential (Anthropic workspace API key) to act with."},"accessToken":{"type":"string","required":false,"visibility":"hidden","description":"Workspace API key injected by the executor from the selected credential."},"sessionId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Anthropic session id (sesn_...) to act on."},"userMessage":{"type":"string","required":true,"visibility":"user-or-llm","description":"The user message to send to the session."}}},"managed_agent_update_session":{"id":"managed_agent_update_session","name":"Managed Agent Update Session","description":"Update a Managed Agent session\'s title or metadata.","version":"1.0.0","params":{"credential":{"type":"string","required":true,"visibility":"user-only","description":"Claude Platform credential (Anthropic workspace API key) to act with."},"accessToken":{"type":"string","required":false,"visibility":"hidden","description":"Workspace API key injected by the executor from the selected credential."},"sessionId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Anthropic session id (sesn_...) to act on."},"title":{"type":"string","required":false,"visibility":"user-or-llm","description":"New session title."},"sessionParameters":{"type":"object","required":false,"visibility":"user-or-llm","description":"Replacement metadata map (replaces all stored metadata, not merged). Leaving it empty leaves the stored metadata unchanged — use clearMetadata to remove it."},"clearMetadata":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Removes all of the session\'s stored metadata. Overrides any map supplied above."}}},"mem0_add_memories":{"id":"mem0_add_memories","name":"Add Memories","description":"Add memories to Mem0 for persistent storage and retrieval","version":"1.0.0","params":{"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"User ID associated with the memory (e.g., \\"user_123\\", \\"alice@example.com\\")"},"messages":{"type":"json","required":true,"visibility":"user-or-llm","description":"Array of message objects with role and content (e.g., [{\\"role\\": \\"user\\", \\"content\\": \\"Hello\\"}])"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Your Mem0 API key"}}},"mem0_get_memories":{"id":"mem0_get_memories","name":"Get Memories","description":"Retrieve memories from Mem0 by ID or filter criteria","version":"1.0.0","params":{"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"User ID to retrieve memories for (e.g., \\"user_123\\", \\"alice@example.com\\")"},"memoryId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Specific memory ID to retrieve (e.g., \\"mem_abc123\\")"},"startDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Start date for filtering by created_at (e.g., \\"2024-01-15\\")"},"endDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"End date for filtering by created_at (e.g., \\"2024-12-31\\")"},"limit":{"type":"number","required":false,"default":10,"visibility":"user-or-llm","description":"Maximum number of results to return (e.g., 10, 50, 100)"},"page":{"type":"number","required":false,"default":1,"visibility":"user-or-llm","description":"Page number to retrieve for paginated list results"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Your Mem0 API key"}}},"mem0_search_memories":{"id":"mem0_search_memories","name":"Search Memories","description":"Search for memories in Mem0 using semantic search","version":"1.0.0","params":{"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"User ID to search memories for (e.g., \\"user_123\\", \\"alice@example.com\\")"},"query":{"type":"string","required":true,"visibility":"user-or-llm","description":"Search query to find relevant memories (e.g., \\"What are my favorite foods?\\")"},"limit":{"type":"number","required":false,"default":10,"visibility":"user-or-llm","description":"Maximum number of results to return (e.g., 10, 50, 100)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Your Mem0 API key"}}},"memory_add":{"id":"memory_add","name":"Add Memory","description":"Add a new memory to the database or append to existing memory with the same ID.","version":"1.0.0","params":{"conversationId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Conversation identifier (e.g., user-123, session-abc). If a memory with this conversationId already exists, the new message will be appended to it."},"id":{"type":"string","required":false,"visibility":"user-or-llm","description":"Legacy parameter for conversation identifier. Use conversationId instead. Provided for backwards compatibility."},"role":{"type":"string","required":true,"visibility":"user-or-llm","description":"Role for agent memory (user, assistant, or system)"},"content":{"type":"string","required":true,"visibility":"user-or-llm","description":"Content for agent memory"}}},"memory_delete":{"id":"memory_delete","name":"Delete Memory","description":"Delete memories by conversationId.","version":"1.0.0","params":{"conversationId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Conversation identifier (e.g., user-123, session-abc). Deletes all memories for this conversation."},"id":{"type":"string","required":false,"visibility":"user-or-llm","description":"Legacy parameter for conversation identifier. Use conversationId instead. Provided for backwards compatibility."}}},"memory_get":{"id":"memory_get","name":"Get Memory","description":"Retrieve memory by conversationId. Returns matching memories.","version":"1.0.0","params":{"conversationId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Conversation identifier (e.g., user-123, session-abc). Returns memories for this conversation."},"id":{"type":"string","required":false,"visibility":"user-or-llm","description":"Legacy parameter for conversation identifier. Use conversationId instead. Provided for backwards compatibility."}}},"memory_get_all":{"id":"memory_get_all","name":"Get All Memories","description":"Retrieve all memories from the database","version":"1.0.0","params":{}},"microsoft_ad_add_group_member":{"id":"microsoft_ad_add_group_member","name":"Add Azure AD Group Member","description":"Add a member to a group in Azure AD (Microsoft Entra ID)","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Microsoft Graph API access token"},"groupId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Group ID"},"memberId":{"type":"string","required":true,"visibility":"user-or-llm","description":"User ID of the member to add"}},"oauth":{"required":true,"provider":"microsoft-ad"}},"microsoft_ad_create_group":{"id":"microsoft_ad_create_group","name":"Create Azure AD Group","description":"Create a new group in Azure AD (Microsoft Entra ID)","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Microsoft Graph API access token"},"displayName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Display name for the group"},"mailNickname":{"type":"string","required":true,"visibility":"user-or-llm","description":"Mail alias for the group (ASCII only, max 64 characters)"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Group description"},"mailEnabled":{"type":"boolean","required":true,"visibility":"user-or-llm","description":"Whether mail is enabled (true for Microsoft 365 groups)"},"securityEnabled":{"type":"boolean","required":true,"visibility":"user-or-llm","description":"Whether security is enabled (true for security groups)"},"groupTypes":{"type":"string","required":false,"visibility":"user-or-llm","description":"Group type: \\"Unified\\" for Microsoft 365 group, leave empty for security group"},"visibility":{"type":"string","required":false,"visibility":"user-or-llm","description":"Group visibility: \\"Private\\" or \\"Public\\" (can be changed later), or \\"HiddenMembership\\" (Microsoft 365 groups only; can only be set at creation and never changed afterward)"}},"oauth":{"required":true,"provider":"microsoft-ad"}},"microsoft_ad_create_user":{"id":"microsoft_ad_create_user","name":"Create Azure AD User","description":"Create a new user in Azure AD (Microsoft Entra ID)","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Microsoft Graph API access token"},"displayName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Display name for the user"},"mailNickname":{"type":"string","required":true,"visibility":"user-or-llm","description":"Mail alias for the user"},"userPrincipalName":{"type":"string","required":true,"visibility":"user-or-llm","description":"User principal name (e.g., \\"user@example.com\\")"},"password":{"type":"string","required":true,"visibility":"user-only","description":"Initial password for the user"},"accountEnabled":{"type":"boolean","required":true,"visibility":"user-or-llm","description":"Whether the account is enabled"},"givenName":{"type":"string","required":false,"visibility":"user-or-llm","description":"First name"},"surname":{"type":"string","required":false,"visibility":"user-or-llm","description":"Last name"},"jobTitle":{"type":"string","required":false,"visibility":"user-or-llm","description":"Job title"},"department":{"type":"string","required":false,"visibility":"user-or-llm","description":"Department"},"officeLocation":{"type":"string","required":false,"visibility":"user-or-llm","description":"Office location"},"mobilePhone":{"type":"string","required":false,"visibility":"user-or-llm","description":"Mobile phone number"}},"oauth":{"required":true,"provider":"microsoft-ad"}},"microsoft_ad_delete_group":{"id":"microsoft_ad_delete_group","name":"Delete Azure AD Group","description":"Delete a group from Azure AD (Microsoft Entra ID). Microsoft 365 and security groups can be restored within 30 days.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Microsoft Graph API access token"},"groupId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Group ID"}},"oauth":{"required":true,"provider":"microsoft-ad"}},"microsoft_ad_delete_user":{"id":"microsoft_ad_delete_user","name":"Delete Azure AD User","description":"Delete a user from Azure AD (Microsoft Entra ID). The user is moved to a temporary container and can be restored within 30 days.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Microsoft Graph API access token"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"User ID or user principal name"}},"oauth":{"required":true,"provider":"microsoft-ad"}},"microsoft_ad_get_group":{"id":"microsoft_ad_get_group","name":"Get Azure AD Group","description":"Get a group by ID from Azure AD (Microsoft Entra ID)","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Microsoft Graph API access token"},"groupId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Group ID"}},"oauth":{"required":true,"provider":"microsoft-ad"}},"microsoft_ad_get_user":{"id":"microsoft_ad_get_user","name":"Get Azure AD User","description":"Get a user by ID or user principal name from Azure AD","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Microsoft Graph API access token"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"User ID or user principal name (e.g., \\"user@example.com\\")"}},"oauth":{"required":true,"provider":"microsoft-ad"}},"microsoft_ad_list_group_members":{"id":"microsoft_ad_list_group_members","name":"List Azure AD Group Members","description":"List members of a group in Azure AD (Microsoft Entra ID)","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Microsoft Graph API access token"},"groupId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Group ID. Not needed when Next Page is provided to fetch a later page."},"top":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of members to return (default 100, max 999)"},"nextLink":{"type":"string","required":false,"visibility":"user-or-llm","description":"Continuation URL from a previous response\'s \\"nextLink\\" output, used to fetch the next page of results"}},"oauth":{"required":true,"provider":"microsoft-ad"}},"microsoft_ad_list_groups":{"id":"microsoft_ad_list_groups","name":"List Azure AD Groups","description":"List groups in Azure AD (Microsoft Entra ID)","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Microsoft Graph API access token"},"top":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of groups to return (default 100, max 999)"},"filter":{"type":"string","required":false,"visibility":"user-or-llm","description":"OData filter expression (e.g., \\"securityEnabled eq true\\")"},"search":{"type":"string","required":false,"visibility":"user-or-llm","description":"Search string to filter groups by displayName or description"},"nextLink":{"type":"string","required":false,"visibility":"user-or-llm","description":"Continuation URL from a previous response\'s \\"nextLink\\" output, used to fetch the next page of results"}},"oauth":{"required":true,"provider":"microsoft-ad"}},"microsoft_ad_list_users":{"id":"microsoft_ad_list_users","name":"List Azure AD Users","description":"List users in Azure AD (Microsoft Entra ID)","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Microsoft Graph API access token"},"top":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of users to return (default 100, max 999)"},"filter":{"type":"string","required":false,"visibility":"user-or-llm","description":"OData filter expression (e.g., \\"department eq \'Sales\'\\")"},"search":{"type":"string","required":false,"visibility":"user-or-llm","description":"Search string to filter users by displayName or mail"},"nextLink":{"type":"string","required":false,"visibility":"user-or-llm","description":"Continuation URL from a previous response\'s \\"nextLink\\" output, used to fetch the next page of results"}},"oauth":{"required":true,"provider":"microsoft-ad"}},"microsoft_ad_remove_group_member":{"id":"microsoft_ad_remove_group_member","name":"Remove Azure AD Group Member","description":"Remove a member from a group in Azure AD (Microsoft Entra ID)","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Microsoft Graph API access token"},"groupId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Group ID"},"memberId":{"type":"string","required":true,"visibility":"user-or-llm","description":"User ID of the member to remove"}},"oauth":{"required":true,"provider":"microsoft-ad"}},"microsoft_ad_update_group":{"id":"microsoft_ad_update_group","name":"Update Azure AD Group","description":"Update group properties in Azure AD (Microsoft Entra ID)","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Microsoft Graph API access token"},"groupId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Group ID"},"displayName":{"type":"string","required":false,"visibility":"user-or-llm","description":"Display name"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Group description"},"mailNickname":{"type":"string","required":false,"visibility":"user-or-llm","description":"Mail alias"},"visibility":{"type":"string","required":false,"visibility":"user-or-llm","description":"Group visibility: \\"Private\\" or \\"Public\\""}},"oauth":{"required":true,"provider":"microsoft-ad"}},"microsoft_ad_update_user":{"id":"microsoft_ad_update_user","name":"Update Azure AD User","description":"Update user properties in Azure AD (Microsoft Entra ID)","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Microsoft Graph API access token"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"User ID or user principal name"},"displayName":{"type":"string","required":false,"visibility":"user-or-llm","description":"Display name"},"givenName":{"type":"string","required":false,"visibility":"user-or-llm","description":"First name"},"surname":{"type":"string","required":false,"visibility":"user-or-llm","description":"Last name"},"jobTitle":{"type":"string","required":false,"visibility":"user-or-llm","description":"Job title"},"department":{"type":"string","required":false,"visibility":"user-or-llm","description":"Department"},"officeLocation":{"type":"string","required":false,"visibility":"user-or-llm","description":"Office location"},"mobilePhone":{"type":"string","required":false,"visibility":"user-or-llm","description":"Mobile phone number"},"accountEnabled":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the account is enabled"}},"oauth":{"required":true,"provider":"microsoft-ad"}},"microsoft_dataverse_associate":{"id":"microsoft_dataverse_associate","name":"Associate Microsoft Dataverse Records","description":"Associate two records in Microsoft Dataverse via a navigation property. Creates a relationship between a source record and a target record. Supports both collection-valued (POST) and single-valued (PUT) navigation properties.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Microsoft Dataverse API"},"environmentUrl":{"type":"string","required":true,"visibility":"user-only","description":"Dataverse environment URL (e.g., https://myorg.crm.dynamics.com)"},"entitySetName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Source entity set name (e.g., accounts)"},"recordId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Source record GUID"},"navigationProperty":{"type":"string","required":true,"visibility":"user-or-llm","description":"Navigation property name (e.g., contact_customer_accounts for collection-valued, or parentcustomerid_account for single-valued)"},"targetEntitySetName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Target entity set name (e.g., contacts)"},"targetRecordId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Target record GUID to associate"},"navigationType":{"type":"string","required":false,"visibility":"user-or-llm","description":"Type of navigation property: \\"collection\\" (default, uses POST) or \\"single\\" (uses PUT for lookup fields)"}},"oauth":{"required":true,"provider":"microsoft-dataverse"}},"microsoft_dataverse_create_multiple":{"id":"microsoft_dataverse_create_multiple","name":"Create Multiple Microsoft Dataverse Records","description":"Create multiple records of the same table type in a single request. Each record in the Targets array must include an @odata.type annotation. Recommended batch size: 100-1000 records for standard tables.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Microsoft Dataverse API"},"environmentUrl":{"type":"string","required":true,"visibility":"user-only","description":"Dataverse environment URL (e.g., https://myorg.crm.dynamics.com)"},"entitySetName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Entity set name (plural table name, e.g., accounts, contacts)"},"entityLogicalName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Table logical name for @odata.type annotation (e.g., account, contact). Used to set Microsoft.Dynamics.CRM.{entityLogicalName} on each record."},"records":{"type":"object","required":true,"visibility":"user-or-llm","description":"Array of record objects to create. Each record should contain column logical names as keys. The @odata.type annotation is added automatically."}},"oauth":{"required":true,"provider":"microsoft-dataverse"}},"microsoft_dataverse_create_record":{"id":"microsoft_dataverse_create_record","name":"Create Microsoft Dataverse Record","description":"Create a new record in a Microsoft Dataverse table. Requires the entity set name (plural table name) and record data as a JSON object.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Microsoft Dataverse API"},"environmentUrl":{"type":"string","required":true,"visibility":"user-only","description":"Dataverse environment URL (e.g., https://myorg.crm.dynamics.com)"},"entitySetName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Entity set name (plural table name, e.g., accounts, contacts)"},"data":{"type":"object","required":true,"visibility":"user-or-llm","description":"Record data as a JSON object with column names as keys"}},"oauth":{"required":true,"provider":"microsoft-dataverse"}},"microsoft_dataverse_delete_record":{"id":"microsoft_dataverse_delete_record","name":"Delete Microsoft Dataverse Record","description":"Delete a record from a Microsoft Dataverse table by its ID.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Microsoft Dataverse API"},"environmentUrl":{"type":"string","required":true,"visibility":"user-only","description":"Dataverse environment URL (e.g., https://myorg.crm.dynamics.com)"},"entitySetName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Entity set name (plural table name, e.g., accounts, contacts)"},"recordId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The unique identifier (GUID) of the record to delete"}},"oauth":{"required":true,"provider":"microsoft-dataverse"}},"microsoft_dataverse_disassociate":{"id":"microsoft_dataverse_disassociate","name":"Disassociate Microsoft Dataverse Records","description":"Remove an association between two records in Microsoft Dataverse. For collection-valued navigation properties, provide the target record ID. For single-valued navigation properties, only the navigation property name is needed.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Microsoft Dataverse API"},"environmentUrl":{"type":"string","required":true,"visibility":"user-only","description":"Dataverse environment URL (e.g., https://myorg.crm.dynamics.com)"},"entitySetName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Source entity set name (e.g., accounts)"},"recordId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Source record GUID"},"navigationProperty":{"type":"string","required":true,"visibility":"user-or-llm","description":"Navigation property name (e.g., contact_customer_accounts for collection-valued, or parentcustomerid_account for single-valued)"},"targetRecordId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Target record GUID (required for collection-valued navigation properties, omit for single-valued)"}},"oauth":{"required":true,"provider":"microsoft-dataverse"}},"microsoft_dataverse_download_file":{"id":"microsoft_dataverse_download_file","name":"Download File from Microsoft Dataverse","description":"Download a file from a file or image column on a Dataverse record. Stores the file in execution storage and returns a file reference, plus the base64 content and metadata directly.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Microsoft Dataverse API"},"environmentUrl":{"type":"string","required":true,"visibility":"user-only","description":"Dataverse environment URL (e.g., https://myorg.crm.dynamics.com)"},"entitySetName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Entity set name (plural table name, e.g., accounts, contacts)"},"recordId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Record GUID to download the file from"},"fileColumn":{"type":"string","required":true,"visibility":"user-or-llm","description":"File or image column logical name (e.g., entityimage, cr_document)"}},"oauth":{"required":true,"provider":"microsoft-dataverse"}},"microsoft_dataverse_execute_action":{"id":"microsoft_dataverse_execute_action","name":"Execute Microsoft Dataverse Action","description":"Execute a bound or unbound Dataverse action. Actions perform operations with side effects (e.g., Merge, GrantAccess, SendEmail, QualifyLead). For bound actions, provide the entity set name and record ID.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Microsoft Dataverse API"},"environmentUrl":{"type":"string","required":true,"visibility":"user-only","description":"Dataverse environment URL (e.g., https://myorg.crm.dynamics.com)"},"actionName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Action name (e.g., Merge, GrantAccess, SendEmail). Do not include the Microsoft.Dynamics.CRM. namespace prefix for unbound actions."},"entitySetName":{"type":"string","required":false,"visibility":"user-or-llm","description":"Entity set name for bound actions (e.g., accounts). Leave empty for unbound actions."},"recordId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Record GUID for bound actions. Leave empty for unbound or collection-bound actions."},"parameters":{"type":"object","required":false,"visibility":"user-or-llm","description":"Action parameters as a JSON object. For entity references, include @odata.type annotation (e.g., {\\"Target\\": {\\"@odata.type\\": \\"Microsoft.Dynamics.CRM.account\\", \\"accountid\\": \\"...\\"}})"}},"oauth":{"required":true,"provider":"microsoft-dataverse"}},"microsoft_dataverse_execute_function":{"id":"microsoft_dataverse_execute_function","name":"Execute Microsoft Dataverse Function","description":"Execute a bound or unbound Dataverse function. Functions are read-only operations (e.g., RetrievePrincipalAccess, RetrieveTotalRecordCount, InitializeFrom). For bound functions, provide the entity set name and record ID.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Microsoft Dataverse API"},"environmentUrl":{"type":"string","required":true,"visibility":"user-only","description":"Dataverse environment URL (e.g., https://myorg.crm.dynamics.com)"},"functionName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Function name (e.g., RetrievePrincipalAccess, RetrieveTotalRecordCount). Do not include the Microsoft.Dynamics.CRM. namespace prefix for unbound functions."},"entitySetName":{"type":"string","required":false,"visibility":"user-or-llm","description":"Entity set name for bound functions (e.g., systemusers). Leave empty for unbound functions."},"recordId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Record GUID for bound functions. Leave empty for unbound functions."},"parameters":{"type":"string","required":false,"visibility":"user-or-llm","description":"Function parameters for the URL. Simple values can be inlined (e.g., \\"LocalizedStandardName=\'Pacific Standard Time\',LocaleId=1033\\"), but values with reserved characters (/ < > * % & : \\\\ ? +) must use parameter aliases: put the alias assignment in parentheses and the alias-to-value bindings after a \\"?\\", e.g. \\"LocalizedStandardName=@p1,LocaleId=@p2?@p1=\'Pacific Standard Time\'&@p2=1033\\". Do not include the enclosing parentheses yourself."}},"oauth":{"required":true,"provider":"microsoft-dataverse"}},"microsoft_dataverse_fetchxml_query":{"id":"microsoft_dataverse_fetchxml_query","name":"FetchXML Query Microsoft Dataverse","description":"Execute a FetchXML query against a Microsoft Dataverse table. FetchXML supports aggregation, grouping, linked-entity joins, and complex filtering beyond OData capabilities.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Microsoft Dataverse API"},"environmentUrl":{"type":"string","required":true,"visibility":"user-only","description":"Dataverse environment URL (e.g., https://myorg.crm.dynamics.com)"},"entitySetName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Entity set name (plural table name, e.g., accounts, contacts)"},"fetchXml":{"type":"string","required":true,"visibility":"user-or-llm","description":"FetchXML query string. Must include <fetch> root element and <entity> child element matching the table logical name."}},"oauth":{"required":true,"provider":"microsoft-dataverse"}},"microsoft_dataverse_get_entity_metadata":{"id":"microsoft_dataverse_get_entity_metadata","name":"Get Microsoft Dataverse Table Metadata","description":"Retrieve table (entity) and column (attribute) definitions for a Microsoft Dataverse table by its singular logical name. Use this to look up the correct entity set name and column logical names before building record data for other operations.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Microsoft Dataverse API"},"environmentUrl":{"type":"string","required":true,"visibility":"user-only","description":"Dataverse environment URL (e.g., https://myorg.crm.dynamics.com)"},"entityLogicalName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Singular table logical name to look up (e.g., account, contact)"},"select":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated table metadata properties to return (OData $select, e.g., LogicalName,DisplayName,EntitySetName,PrimaryIdAttribute)"},"includeAttributes":{"type":"string","required":false,"visibility":"user-or-llm","description":"Set to \\"true\\" to also return the column (attribute) definitions for the table"}},"oauth":{"required":true,"provider":"microsoft-dataverse"}},"microsoft_dataverse_get_record":{"id":"microsoft_dataverse_get_record","name":"Get Microsoft Dataverse Record","description":"Retrieve a single record from a Microsoft Dataverse table by its ID. Supports $select and $expand OData query options.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Microsoft Dataverse API"},"environmentUrl":{"type":"string","required":true,"visibility":"user-only","description":"Dataverse environment URL (e.g., https://myorg.crm.dynamics.com)"},"entitySetName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Entity set name (plural table name, e.g., accounts, contacts)"},"recordId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The unique identifier (GUID) of the record to retrieve"},"select":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of columns to return (OData $select)"},"expand":{"type":"string","required":false,"visibility":"user-or-llm","description":"Navigation properties to expand (OData $expand)"}},"oauth":{"required":true,"provider":"microsoft-dataverse"}},"microsoft_dataverse_list_records":{"id":"microsoft_dataverse_list_records","name":"List Microsoft Dataverse Records","description":"Query and list records from a Microsoft Dataverse table. Supports OData query options for filtering, selecting columns, ordering, and pagination.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Microsoft Dataverse API"},"environmentUrl":{"type":"string","required":true,"visibility":"user-only","description":"Dataverse environment URL (e.g., https://myorg.crm.dynamics.com)"},"entitySetName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Entity set name (plural table name, e.g., accounts, contacts)"},"select":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of columns to return (OData $select)"},"filter":{"type":"string","required":false,"visibility":"user-or-llm","description":"OData $filter expression (e.g., statecode eq 0)"},"orderBy":{"type":"string","required":false,"visibility":"user-or-llm","description":"OData $orderby expression (e.g., name asc, createdon desc)"},"top":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of records to return (OData $top)"},"expand":{"type":"string","required":false,"visibility":"user-or-llm","description":"Navigation properties to expand (OData $expand)"},"count":{"type":"string","required":false,"visibility":"user-or-llm","description":"Set to \\"true\\" to include total record count in response (OData $count)"}},"oauth":{"required":true,"provider":"microsoft-dataverse"}},"microsoft_dataverse_search":{"id":"microsoft_dataverse_search","name":"Search Microsoft Dataverse","description":"Perform a full-text relevance search across Microsoft Dataverse tables. Requires Dataverse Search to be enabled on the environment. Supports simple and Lucene query syntax.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Microsoft Dataverse API"},"environmentUrl":{"type":"string","required":true,"visibility":"user-only","description":"Dataverse environment URL (e.g., https://myorg.crm.dynamics.com)"},"searchTerm":{"type":"string","required":true,"visibility":"user-or-llm","description":"Search text (1-100 chars). Supports simple syntax: + (AND), | (OR), - (NOT), * (wildcard), \\"exact phrase\\""},"entities":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON array of search entity configs. Each object: {\\"Name\\":\\"account\\",\\"SelectColumns\\":[\\"name\\"],\\"SearchColumns\\":[\\"name\\"],\\"Filter\\":\\"statecode eq 0\\"}"},"filter":{"type":"string","required":false,"visibility":"user-or-llm","description":"Global OData filter applied across all entities (e.g., \\"createdon gt 2024-01-01\\")"},"facets":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON array of facet specifications (e.g., [\\"entityname,count:100\\",\\"ownerid,count:100\\"])"},"top":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of results (default: 50, max: 100)"},"skip":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to skip for pagination"},"orderBy":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON array of sort expressions (e.g., [\\"createdon desc\\"])"},"searchMode":{"type":"string","required":false,"visibility":"user-or-llm","description":"Search mode: \\"any\\" (default, match any term) or \\"all\\" (match all terms)"},"searchType":{"type":"string","required":false,"visibility":"user-or-llm","description":"Query type: \\"simple\\" (default) or \\"lucene\\" (enables regex, fuzzy, proximity, boosting)"}},"oauth":{"required":true,"provider":"microsoft-dataverse"}},"microsoft_dataverse_update_multiple":{"id":"microsoft_dataverse_update_multiple","name":"Update Multiple Microsoft Dataverse Records","description":"Update multiple records of the same table type in a single request. 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If omitted, uses personal OneDrive."},"sheetName":{"type":"string","required":false,"visibility":"user-or-llm","description":"The name of the worksheet (e.g., \\"Sheet1\\"). If omitted, the range must use the combined \\"Sheet1!A1:B2\\" format."},"range":{"type":"string","required":true,"visibility":"user-or-llm","description":"The cell range to format (e.g., \\"A1:D10\\" or \\"Sheet1!A1:D10\\")"},"fillColor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Background fill color as an HTML hex code (e.g., \\"#FFFF00\\")."},"fontBold":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the font is bold."},"fontItalic":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the font is italic."},"fontColor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Font color as an HTML hex code (e.g., \\"#FF0000\\")."},"fontSize":{"type":"number","required":false,"visibility":"user-or-llm","description":"Font size in points (e.g., 12)."},"fontName":{"type":"string","required":false,"visibility":"user-or-llm","description":"Font name (e.g., \\"Calibri\\")."}},"oauth":{"required":true,"provider":"microsoft-excel"}},"microsoft_excel_read":{"id":"microsoft_excel_read","name":"Read from Microsoft Excel","description":"Read data from a Microsoft Excel spreadsheet","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Excel API"},"spreadsheetId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the spreadsheet/workbook to read from (e.g., \\"01ABC123DEF456\\")"},"driveId":{"type":"string","required":false,"visibility":"user-or-llm","description":"The ID of the drive containing the spreadsheet. 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When provided, the table is sorted and range/sheetName are ignored."},"sheetName":{"type":"string","required":false,"visibility":"user-or-llm","description":"The name of the worksheet (e.g., \\"Sheet1\\"). Used for range sorts when the range does not include a sheet name."},"range":{"type":"string","required":false,"visibility":"user-or-llm","description":"The cell range to sort (e.g., \\"A1:D10\\" or \\"Sheet1!A1:D10\\"). Required when no table name is provided."},"sortColumn":{"type":"number","required":true,"visibility":"user-or-llm","description":"The zero-based column index within the range or table to sort on (0 = first column)."},"sortAscending":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to sort in ascending order. Defaults to true."},"hasHeaders":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the range has a header row that should be excluded from sorting. Only applies to range sorts. 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\\"pbT5K2OVkkO1M7r5bfsJ6JgAGD5m\\")"},"etag":{"type":"string","required":true,"visibility":"user-only","description":"The ETag value from the task to delete (If-Match header)"}},"oauth":{"required":true,"provider":"microsoft-planner"}},"microsoft_planner_get_plan_details":{"id":"microsoft_planner_get_plan_details","name":"Get Microsoft Planner Plan Details","description":"Get detailed information about a plan including category descriptions and sharing","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Planner API"},"planId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the plan (e.g., \\"xqQg5FS2LkCe54tAMV_v2ZgADW2J\\")"}},"oauth":{"required":true,"provider":"microsoft-planner"}},"microsoft_planner_get_task_details":{"id":"microsoft_planner_get_task_details","name":"Get Microsoft Planner Task Details","description":"Get detailed information about a task including checklist and references","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Planner API"},"taskId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the task (e.g., \\"pbT5K2OVkkO1M7r5bfsJ6JgAGD5m\\")"}},"oauth":{"required":true,"provider":"microsoft-planner"}},"microsoft_planner_list_buckets":{"id":"microsoft_planner_list_buckets","name":"List Microsoft Planner Buckets","description":"List all buckets in a Microsoft Planner plan","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Planner API"},"planId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the plan (e.g., \\"xqQg5FS2LkCe54tAMV_v2ZgADW2J\\")"}},"oauth":{"required":true,"provider":"microsoft-planner"}},"microsoft_planner_list_plans":{"id":"microsoft_planner_list_plans","name":"List Microsoft Planner Plans","description":"List all plans shared with the current user","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Planner API"}},"oauth":{"required":true,"provider":"microsoft-planner"}},"microsoft_planner_read_bucket":{"id":"microsoft_planner_read_bucket","name":"Read Microsoft Planner Bucket","description":"Get details of a specific bucket","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Planner API"},"bucketId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the bucket to retrieve (e.g., \\"hsOf2dhOJkC6Fey9VjDg1JgAC9Rq\\")"}},"oauth":{"required":true,"provider":"microsoft-planner"}},"microsoft_planner_read_plan":{"id":"microsoft_planner_read_plan","name":"Read Microsoft Planner Plan","description":"Get details of a specific Microsoft Planner plan","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Planner API"},"planId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the plan to retrieve (e.g., \\"xqQg5FS2LkCe54tAMV_v2ZgADW2J\\")"}},"oauth":{"required":true,"provider":"microsoft-planner"}},"microsoft_planner_read_task":{"id":"microsoft_planner_read_task","name":"Read Microsoft Planner Tasks","description":"Read tasks from Microsoft Planner - get all user tasks or all tasks from a specific plan","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft 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\\"hsOf2dhOJkC6Fey9VjDg1JgAC9Rq\\")"},"name":{"type":"string","required":false,"visibility":"user-only","description":"The new name of the bucket"},"etag":{"type":"string","required":true,"visibility":"user-only","description":"The ETag value from the bucket to update (If-Match header)"}},"oauth":{"required":true,"provider":"microsoft-planner"}},"microsoft_planner_update_plan":{"id":"microsoft_planner_update_plan","name":"Update Microsoft Planner Plan","description":"Rename a Microsoft Planner plan","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Planner API"},"planId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the plan to update (e.g., \\"xqQg5FS2LkCe54tAMV_v2ZgADW2J\\")"},"etag":{"type":"string","required":true,"visibility":"user-only","description":"The ETag value from the plan to update (If-Match header)"},"title":{"type":"string","required":true,"visibility":"user-or-llm","description":"The new title of the plan"}},"oauth":{"required":true,"provider":"microsoft-planner"}},"microsoft_planner_update_plan_details":{"id":"microsoft_planner_update_plan_details","name":"Update Microsoft Planner Plan Details","description":"Update a plan\'s category (color label) descriptions and shared-with user list in Microsoft Planner","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Planner API"},"planId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the plan (e.g., \\"xqQg5FS2LkCe54tAMV_v2ZgADW2J\\")"},"etag":{"type":"string","required":true,"visibility":"user-only","description":"The ETag value from the plan details to update (If-Match header)"},"categoryDescriptions":{"type":"object","required":false,"visibility":"user-only","description":"Category label names as a JSON object, e.g. {\\"category1\\": \\"Blocked\\", \\"category2\\": \\"At Risk\\"}. Set a value to null to clear a label."},"sharedWith":{"type":"object","required":false,"visibility":"user-only","description":"User IDs to share the plan with as a JSON object, e.g. {\\"<user-id>\\": true}. Set a value to false to unshare."}},"oauth":{"required":true,"provider":"microsoft-planner"}},"microsoft_planner_update_task":{"id":"microsoft_planner_update_task","name":"Update Microsoft Planner Task","description":"Update a task in Microsoft Planner","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Planner API"},"taskId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the task to update (e.g., \\"pbT5K2OVkkO1M7r5bfsJ6JgAGD5m\\")"},"etag":{"type":"string","required":true,"visibility":"user-only","description":"The ETag value from the task to update (If-Match header)"},"title":{"type":"string","required":false,"visibility":"user-or-llm","description":"The new title of the task (e.g., \\"Review quarterly report\\")"},"bucketId":{"type":"string","required":false,"visibility":"user-or-llm","description":"The bucket ID to move the task to (e.g., \\"hsOf2dhOJkC6Fey9VjDg1JgAC9Rq\\")"},"dueDateTime":{"type":"string","required":false,"visibility":"user-or-llm","description":"The due date and time for the task in ISO 8601 format (e.g., \\"2025-03-15T17:00:00Z\\")"},"startDateTime":{"type":"string","required":false,"visibility":"user-only","description":"The start date and time for the task (ISO 8601 format)"},"percentComplete":{"type":"number","required":false,"visibility":"user-only","description":"The percentage of task completion (0-100)"},"priority":{"type":"number","required":false,"visibility":"user-only","description":"The priority of the task (0-10)"},"assigneeUserId":{"type":"string","required":false,"visibility":"user-or-llm","description":"The user ID to assign the task to (e.g., \\"e82f74c3-4d8a-4b5c-9f1e-2a6b8c9d0e3f\\")"},"appliedCategories":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated category labels to apply to the task, e.g. \\"category1,category3\\" (up to category1-category25, plan-defined color labels)"}},"oauth":{"required":true,"provider":"microsoft-planner"}},"microsoft_planner_update_task_details":{"id":"microsoft_planner_update_task_details","name":"Update Microsoft Planner Task Details","description":"Update task details including description, checklist items, and references in Microsoft Planner","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Planner API"},"taskId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the task (e.g., \\"pbT5K2OVkkO1M7r5bfsJ6JgAGD5m\\")"},"etag":{"type":"string","required":true,"visibility":"user-only","description":"The ETag value from the task details to update (If-Match header)"},"description":{"type":"string","required":false,"visibility":"user-only","description":"The description of the task"},"checklist":{"type":"object","required":false,"visibility":"user-only","description":"Checklist items as a JSON object"},"references":{"type":"object","required":false,"visibility":"user-only","description":"References as a JSON object"},"previewType":{"type":"string","required":false,"visibility":"user-only","description":"Preview type: automatic, noPreview, checklist, description, or reference"}},"oauth":{"required":true,"provider":"microsoft-planner"}},"microsoft_teams_delete_channel_message":{"id":"microsoft_teams_delete_channel_message","name":"Delete Microsoft Teams Channel Message","description":"Soft delete a message in a Microsoft Teams channel","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Teams API"},"teamId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the team (e.g., \\"12345678-abcd-1234-efgh-123456789012\\" - a GUID from team listings or channel info)"},"channelId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the channel containing the message (e.g., \\"19:abc123def456@thread.tacv2\\" - from channel listings)"},"messageId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the message to delete (e.g., \\"1234567890123\\" - a numeric string from message responses)"}},"oauth":{"required":true,"provider":"microsoft-teams"}},"microsoft_teams_delete_chat_message":{"id":"microsoft_teams_delete_chat_message","name":"Delete Microsoft Teams Chat Message","description":"Soft delete a message in a Microsoft Teams chat","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Teams API"},"chatId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the chat containing the message (e.g., \\"19:abc123def456@thread.v2\\" - from chat listings)"},"messageId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the message to delete (e.g., \\"1234567890123\\" - a numeric string from message responses)"}},"oauth":{"required":true,"provider":"microsoft-teams"}},"microsoft_teams_get_message":{"id":"microsoft_teams_get_message","name":"Get Microsoft Teams Message","description":"Get a specific message from a Microsoft Teams chat or channel","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Teams API"},"teamId":{"type":"string","required":false,"visibility":"user-or-llm","description":"The ID of the team for channel messages (e.g., \\"12345678-abcd-1234-efgh-123456789012\\" - a GUID)"},"channelId":{"type":"string","required":false,"visibility":"user-or-llm","description":"The ID of the channel for channel messages (e.g., \\"19:abc123def456@thread.tacv2\\")"},"chatId":{"type":"string","required":false,"visibility":"user-or-llm","description":"The ID of the chat for chat messages (e.g., \\"19:abc123def456@thread.v2\\")"},"messageId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the message to retrieve (e.g., \\"1234567890123\\" - a numeric string from message responses)"}},"oauth":{"required":true,"provider":"microsoft-teams"}},"microsoft_teams_list_channel_members":{"id":"microsoft_teams_list_channel_members","name":"List Microsoft Teams Channel Members","description":"List all members of a Microsoft Teams channel","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Teams API"},"teamId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the team (e.g., \\"12345678-abcd-1234-efgh-123456789012\\" - a GUID from team listings)"},"channelId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the channel (e.g., \\"19:abc123def456@thread.tacv2\\" - from channel listings)"}},"oauth":{"required":true,"provider":"microsoft-teams"}},"microsoft_teams_list_channels":{"id":"microsoft_teams_list_channels","name":"List Microsoft Teams Channels","description":"List all channels in a Microsoft Teams team","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Teams API"},"teamId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the team (e.g., \\"12345678-abcd-1234-efgh-123456789012\\" - a GUID from team listings)"}},"oauth":{"required":true,"provider":"microsoft-teams"}},"microsoft_teams_list_chat_members":{"id":"microsoft_teams_list_chat_members","name":"List Microsoft Teams Chat Members","description":"List all members of a Microsoft Teams chat","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Teams API"},"chatId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the chat (e.g., \\"19:abc123def456@thread.v2\\" - from chat listings)"}},"oauth":{"required":true,"provider":"microsoft-teams"}},"microsoft_teams_list_chats":{"id":"microsoft_teams_list_chats","name":"List Microsoft Teams Chats","description":"List the Microsoft Teams chats the current user is part of","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Teams API"}},"oauth":{"required":true,"provider":"microsoft-teams"}},"microsoft_teams_list_team_members":{"id":"microsoft_teams_list_team_members","name":"List Microsoft Teams Team Members","description":"List all members of a Microsoft Teams team","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Teams API"},"teamId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the team (e.g., \\"12345678-abcd-1234-efgh-123456789012\\" - a GUID from team listings)"}},"oauth":{"required":true,"provider":"microsoft-teams"}},"microsoft_teams_list_teams":{"id":"microsoft_teams_list_teams","name":"List Microsoft Teams","description":"List the Microsoft Teams the current user is a direct member of","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Teams API"}},"oauth":{"required":true,"provider":"microsoft-teams"}},"microsoft_teams_read_channel":{"id":"microsoft_teams_read_channel","name":"Read Microsoft Teams Channel","description":"Read content from a Microsoft Teams channel","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Teams API"},"teamId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the team to read from (e.g., \\"12345678-abcd-1234-efgh-123456789012\\" - a GUID from team listings)"},"channelId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the channel to read from (e.g., \\"19:abc123def456@thread.tacv2\\" - from channel listings)"},"includeAttachments":{"type":"boolean","required":false,"visibility":"user-only","description":"Download and include message attachments (hosted contents) into storage"}},"oauth":{"required":true,"provider":"microsoft-teams"}},"microsoft_teams_read_chat":{"id":"microsoft_teams_read_chat","name":"Read Microsoft Teams Chat","description":"Read content from a Microsoft Teams chat","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Teams API"},"chatId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the chat to read from (e.g., \\"19:abc123def456@thread.v2\\" - from chat listings)"},"includeAttachments":{"type":"boolean","required":false,"visibility":"user-only","description":"Download and include message attachments (hosted contents) into storage"}},"oauth":{"required":true,"provider":"microsoft-teams"}},"microsoft_teams_reply_to_message":{"id":"microsoft_teams_reply_to_message","name":"Reply to Microsoft Teams Channel Message","description":"Reply to an existing message in a Microsoft Teams channel","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Teams API"},"teamId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the team (e.g., \\"12345678-abcd-1234-efgh-123456789012\\" - a GUID from team listings or channel info)"},"channelId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the channel (e.g., \\"19:abc123def456@thread.tacv2\\" - from channel listings)"},"messageId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the message to reply to (e.g., \\"1234567890123\\" - a numeric string from message responses)"},"content":{"type":"string","required":true,"visibility":"user-or-llm","description":"The reply content (plain text or HTML formatted message)"}},"oauth":{"required":true,"provider":"microsoft-teams"}},"microsoft_teams_set_reaction":{"id":"microsoft_teams_set_reaction","name":"Add Reaction to Microsoft Teams Message","description":"Add an emoji reaction to a message in Microsoft Teams","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Teams API"},"teamId":{"type":"string","required":false,"visibility":"user-or-llm","description":"The ID of the team for channel messages (e.g., \\"12345678-abcd-1234-efgh-123456789012\\" - a GUID)"},"channelId":{"type":"string","required":false,"visibility":"user-or-llm","description":"The ID of the channel for channel messages (e.g., \\"19:abc123def456@thread.tacv2\\")"},"chatId":{"type":"string","required":false,"visibility":"user-or-llm","description":"The ID of the chat for chat messages (e.g., \\"19:abc123def456@thread.v2\\")"},"messageId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the message to react to (e.g., \\"1234567890123\\" - a numeric string from message responses)"},"reactionType":{"type":"string","required":true,"visibility":"user-or-llm","description":"The emoji reaction (e.g., ❤️, 👍, 😊)"}},"oauth":{"required":true,"provider":"microsoft-teams"}},"microsoft_teams_unset_reaction":{"id":"microsoft_teams_unset_reaction","name":"Remove Reaction from Microsoft Teams Message","description":"Remove an emoji reaction from a message in Microsoft Teams","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Teams API"},"teamId":{"type":"string","required":false,"visibility":"user-or-llm","description":"The ID of the team for channel messages (e.g., \\"12345678-abcd-1234-efgh-123456789012\\" - a GUID)"},"channelId":{"type":"string","required":false,"visibility":"user-or-llm","description":"The ID of the channel for channel messages (e.g., \\"19:abc123def456@thread.tacv2\\")"},"chatId":{"type":"string","required":false,"visibility":"user-or-llm","description":"The ID of the chat for chat messages (e.g., \\"19:abc123def456@thread.v2\\")"},"messageId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the message (e.g., \\"1234567890123\\" - a numeric string from message responses)"},"reactionType":{"type":"string","required":true,"visibility":"user-or-llm","description":"The emoji reaction to remove (e.g., ❤️, 👍, 😊)"}},"oauth":{"required":true,"provider":"microsoft-teams"}},"microsoft_teams_update_channel_message":{"id":"microsoft_teams_update_channel_message","name":"Update Microsoft Teams Channel Message","description":"Update an existing message in a Microsoft Teams channel","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Teams API"},"teamId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the team (e.g., \\"12345678-abcd-1234-efgh-123456789012\\" - a GUID from team listings or channel info)"},"channelId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the channel containing the message (e.g., \\"19:abc123def456@thread.tacv2\\" - from channel listings)"},"messageId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the message to update (e.g., \\"1234567890123\\" - a numeric string from message responses)"},"content":{"type":"string","required":true,"visibility":"user-or-llm","description":"The new content for the message (plain text or HTML formatted)"}},"oauth":{"required":true,"provider":"microsoft-teams"}},"microsoft_teams_update_chat_message":{"id":"microsoft_teams_update_chat_message","name":"Update Microsoft Teams Chat Message","description":"Update an existing message in a Microsoft Teams chat","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Teams API"},"chatId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the chat containing the message (e.g., \\"19:abc123def456@thread.v2\\" - from chat listings)"},"messageId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the message to update (e.g., \\"1234567890123\\" - a numeric string from message responses)"},"content":{"type":"string","required":true,"visibility":"user-or-llm","description":"The new content for the message (plain text or HTML formatted)"}},"oauth":{"required":true,"provider":"microsoft-teams"}},"microsoft_teams_write_channel":{"id":"microsoft_teams_write_channel","name":"Write to Microsoft Teams Channel","description":"Write or send a message to a Microsoft Teams channel","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Teams API"},"teamId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the team to write to (e.g., \\"12345678-abcd-1234-efgh-123456789012\\" - a GUID from team listings)"},"channelId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the channel to write to (e.g., \\"19:abc123def456@thread.tacv2\\" - from channel listings)"},"content":{"type":"string","required":true,"visibility":"user-or-llm","description":"The content to write to the channel (plain text or HTML formatted, supports @mentions)"},"files":{"type":"file[]","required":false,"visibility":"user-only","description":"Files to attach to the message"}},"oauth":{"required":true,"provider":"microsoft-teams"}},"microsoft_teams_write_chat":{"id":"microsoft_teams_write_chat","name":"Write to Microsoft Teams Chat","description":"Write or update content in a Microsoft Teams chat","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Teams API"},"chatId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the chat to write to (e.g., \\"19:abc123def456@thread.v2\\" - from chat listings)"},"content":{"type":"string","required":true,"visibility":"user-or-llm","description":"The content to write to the message (plain text or HTML formatted, supports @mentions)"},"files":{"type":"file[]","required":false,"visibility":"user-only","description":"Files to attach to the message"}},"oauth":{"required":true,"provider":"microsoft-teams"}},"millionverifier_get_credits":{"id":"millionverifier_get_credits","name":"MillionVerifier Get Credits","description":"Retrieve the remaining verification credits for the authenticated account.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"MillionVerifier API Key"}}},"millionverifier_verify_email":{"id":"millionverifier_verify_email","name":"MillionVerifier Verify Email","description":"Verify the deliverability of an email address. Uses one verification credit.","version":"1.0.0","params":{"email":{"type":"string","required":true,"visibility":"user-or-llm","description":"Email address to verify (e.g., john@example.com)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"MillionVerifier API Key"}}},"mistral_parser":{"id":"mistral_parser","name":"Mistral PDF Parser","description":"Parse PDF documents using Mistral OCR API","version":"1.0.0","params":{"filePath":{"type":"string","required":false,"visibility":"user-only","description":"URL to a PDF document to be processed"},"file":{"type":"file","required":false,"visibility":"hidden","description":"Document file to be processed"},"fileUpload":{"type":"object","required":false,"visibility":"hidden","description":"File upload data from file-upload component"},"resultType":{"type":"string","required":false,"visibility":"user-or-llm","description":"Type of parsed result (markdown, text, or json). Defaults to markdown."},"includeImageBase64":{"type":"boolean","required":false,"visibility":"hidden","description":"Include base64-encoded images in the response"},"pages":{"type":"array","required":false,"visibility":"user-only","description":"Specific pages to process (array of page numbers, starting from 0)"},"imageLimit":{"type":"number","required":false,"visibility":"hidden","description":"Maximum number of images to extract from the PDF"},"imageMinSize":{"type":"number","required":false,"visibility":"hidden","description":"Minimum height and width of images to extract from the PDF"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Mistral API key (MISTRAL_API_KEY)"}}},"mistral_parser_v2":{"id":"mistral_parser_v2","name":"Mistral PDF Parser","description":"Parse PDF documents using Mistral OCR API","version":"2.0.0","params":{"filePath":{"type":"string","required":false,"visibility":"user-only","description":"URL to a PDF document to be processed"},"file":{"type":"file","required":false,"visibility":"hidden","description":"Document file to be processed"},"fileUpload":{"type":"object","required":false,"visibility":"hidden","description":"File upload data from file-upload component"},"resultType":{"type":"string","required":false,"visibility":"user-or-llm","description":"Type of parsed result (markdown, text, or json). Defaults to markdown."},"includeImageBase64":{"type":"boolean","required":false,"visibility":"hidden","description":"Include base64-encoded images in the response"},"pages":{"type":"array","required":false,"visibility":"user-only","description":"Specific pages to process (array of page numbers, starting from 0)"},"imageLimit":{"type":"number","required":false,"visibility":"hidden","description":"Maximum number of images to extract from the PDF"},"imageMinSize":{"type":"number","required":false,"visibility":"hidden","description":"Minimum height and width of images to extract from the PDF"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Mistral API key (MISTRAL_API_KEY)"}}},"mistral_parser_v3":{"id":"mistral_parser_v3","name":"Mistral PDF Parser","description":"Parse PDF documents using Mistral OCR API","version":"3.0.0","params":{"file":{"type":"file","required":true,"visibility":"hidden","description":"Normalized UserFile from file upload or file reference"},"resultType":{"type":"string","required":false,"visibility":"user-or-llm","description":"Type of parsed result (markdown, text, or json). Defaults to markdown."},"includeImageBase64":{"type":"boolean","required":false,"visibility":"hidden","description":"Include base64-encoded images in the response"},"pages":{"type":"array","required":false,"visibility":"user-only","description":"Specific pages to process (array of page numbers, starting from 0)"},"imageLimit":{"type":"number","required":false,"visibility":"hidden","description":"Maximum number of images to extract from the PDF"},"imageMinSize":{"type":"number","required":false,"visibility":"hidden","description":"Minimum height and width of images to extract from the PDF"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Mistral API key (MISTRAL_API_KEY)"}}},"monday_archive_item":{"id":"monday_archive_item","name":"Monday Archive Item","description":"Archive an item on a Monday.com board","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Monday.com OAuth access 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Supports dall-e-3, gpt-image-2, gpt-image-1.5, gpt-image-1, and gpt-image-1-mini."},"prompt":{"type":"string","required":true,"visibility":"user-or-llm","description":"A text description of the desired image"},"size":{"type":"string","required":true,"visibility":"user-or-llm","description":"Image size. dall-e-3: 1024x1024, 1024x1792, or 1792x1024. GPT Image models: auto, 1024x1024, 1536x1024, or 1024x1536. gpt-image-2 also supports 2560x1440 and 3840x2160."},"quality":{"type":"string","required":false,"visibility":"user-or-llm","description":"Quality. dall-e-3: standard|hd. GPT Image models: auto|low|medium|high"},"style":{"type":"string","required":false,"visibility":"user-or-llm","description":"The style of the image (vivid or natural), only for dall-e-3"},"background":{"type":"string","required":false,"visibility":"user-or-llm","description":"Background for GPT Image models: auto|transparent|opaque"},"outputFormat":{"type":"string","required":false,"visibility":"user-or-llm","description":"Output image format (png, jpeg, webp), only for GPT Image models"},"moderation":{"type":"string","required":false,"visibility":"user-or-llm","description":"Moderation level (auto or low), only for GPT Image models"},"n":{"type":"number","required":false,"visibility":"hidden","description":"Reserved for legacy callers. This tool returns a single generated image."},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Your OpenAI API key"}}},"outlook_calendar_create_event":{"id":"outlook_calendar_create_event","name":"Outlook Create Calendar Event","description":"Create a new Outlook calendar event","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Outlook"},"calendarId":{"type":"string","required":false,"visibility":"user-only","description":"ID of the calendar to create the event in. Defaults to the mailbox default calendar. Calendars shared by another user are not supported and may return 403."},"subject":{"type":"string","required":true,"visibility":"user-or-llm","description":"Event subject/title"},"startDateTime":{"type":"string","required":true,"visibility":"user-or-llm","description":"Start time (ISO 8601, e.g. 2025-06-03T10:00:00-08:00). A date-only value (2025-06-03) for both start and end creates an all-day event."},"endDateTime":{"type":"string","required":true,"visibility":"user-or-llm","description":"End time (ISO 8601, e.g. 2025-06-03T11:00:00-08:00). A date-only value (2025-06-04) for both start and end creates an all-day event."},"timeZone":{"type":"string","required":false,"visibility":"user-or-llm","description":"IANA or Windows time zone name (e.g. America/Los_Angeles). Used for datetimes without a UTC offset. Defaults to UTC."},"body":{"type":"string","required":false,"visibility":"user-or-llm","description":"Event body content"},"contentType":{"type":"string","required":false,"visibility":"user-or-llm","description":"Content type for the event body (text or html)"},"location":{"type":"string","required":false,"visibility":"user-or-llm","description":"Event location display name"},"attendees":{"type":"string","required":false,"visibility":"user-or-llm","description":"Attendee email addresses (comma-separated)"},"isAllDay":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the event lasts the entire day"},"isOnlineMeeting":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Attach an online meeting to the event. The join URL depends on the meeting providers the mailbox allows (Teams on work/school accounts); personal accounts have no supported provider, so onlineMeeting.joinUrl stays null there."}},"oauth":{"required":true,"provider":"outlook"}},"outlook_calendar_delete_event":{"id":"outlook_calendar_delete_event","name":"Outlook Delete Calendar Event","description":"Delete an Outlook calendar event by ID","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Outlook"},"eventId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the calendar event to delete"}},"oauth":{"required":true,"provider":"outlook"}},"outlook_calendar_get_event":{"id":"outlook_calendar_get_event","name":"Outlook Get Calendar Event","description":"Get a single Outlook calendar event by ID","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Outlook"},"eventId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the calendar event to retrieve"}},"oauth":{"required":true,"provider":"outlook"}},"outlook_calendar_list_events":{"id":"outlook_calendar_list_events","name":"Outlook List Calendar Events","description":"List Outlook calendar events within a start/end time window","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Outlook"},"calendarId":{"type":"string","required":false,"visibility":"user-only","description":"ID of the calendar to read. Defaults to the mailbox default calendar. Calendars shared by another user are not supported and may return 403."},"startDateTime":{"type":"string","required":false,"visibility":"user-or-llm","description":"Start of the time window (ISO 8601, e.g. 2025-06-03T00:00:00-08:00). Interpreted as UTC if no offset is given. Required unless paging with pageToken."},"endDateTime":{"type":"string","required":false,"visibility":"user-or-llm","description":"End of the time window (ISO 8601, e.g. 2025-06-10T00:00:00-08:00). Interpreted as UTC if no offset is given. Required unless paging with pageToken."},"maxResults":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of events to return per page (default: 10, max: 100)"},"orderBy":{"type":"string","required":false,"visibility":"user-or-llm","description":"Order of events (default: start/dateTime)"},"pageToken":{"type":"string","required":false,"visibility":"user-only","description":"Full @odata.nextLink URL from a previous page to continue paging"}},"oauth":{"required":true,"provider":"outlook"}},"outlook_calendar_respond":{"id":"outlook_calendar_respond","name":"Outlook Respond to Calendar Invite","description":"Accept, tentatively accept, or decline an Outlook calendar event invitation","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Outlook"},"eventId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the calendar event to respond to"},"responseType":{"type":"string","required":true,"visibility":"user-or-llm","description":"The response: accept, tentativelyAccept, or decline"},"comment":{"type":"string","required":false,"visibility":"user-or-llm","description":"Optional comment to include with the response"},"sendResponse":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to send a response to the organizer (default: true)"}},"oauth":{"required":true,"provider":"outlook"}},"outlook_calendar_update_event":{"id":"outlook_calendar_update_event","name":"Outlook Update Calendar Event","description":"Update an existing Outlook calendar event","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Outlook"},"eventId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the calendar event to update"},"subject":{"type":"string","required":false,"visibility":"user-or-llm","description":"New event subject/title"},"startDateTime":{"type":"string","required":false,"visibility":"user-or-llm","description":"New start time (ISO 8601). A date-only value (2025-06-03) converts the event to all-day."},"endDateTime":{"type":"string","required":false,"visibility":"user-or-llm","description":"New end time (ISO 8601). A date-only value (2025-06-04) converts the event to all-day."},"timeZone":{"type":"string","required":false,"visibility":"user-or-llm","description":"IANA or Windows time zone name applied to updated datetimes without a UTC offset. Defaults to UTC."},"body":{"type":"string","required":false,"visibility":"user-or-llm","description":"New event body content"},"contentType":{"type":"string","required":false,"visibility":"user-or-llm","description":"Content type for the event body (text or html)"},"location":{"type":"string","required":false,"visibility":"user-or-llm","description":"New event location display name"},"attendees":{"type":"string","required":false,"visibility":"user-or-llm","description":"Replacement attendee email addresses (comma-separated)"},"isAllDay":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the event lasts the entire day. Setting this true requires also sending startDateTime, since Graph needs midnight bounds."},"isOnlineMeeting":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Attach an online meeting to the event. The join URL depends on the meeting providers the mailbox allows (Teams on work/school accounts); personal accounts have no supported provider, so onlineMeeting.joinUrl stays null there."}},"oauth":{"required":true,"provider":"outlook"}},"outlook_copy":{"id":"outlook_copy","name":"Outlook Copy","description":"Copy an Outlook message to another folder","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Outlook API"},"messageId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the message to copy"},"destinationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the destination folder"}},"oauth":{"required":true,"provider":"outlook"}},"outlook_create_folder":{"id":"outlook_create_folder","name":"Outlook Create Folder","description":"Create a new mail folder in the root of the Outlook mailbox","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Outlook"},"displayName":{"type":"string","required":true,"visibility":"user-or-llm","description":"The display name of the new folder"},"isHidden":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the new folder is hidden (cannot be changed after creation)"}},"oauth":{"required":true,"provider":"outlook"}},"outlook_delete":{"id":"outlook_delete","name":"Outlook Delete","description":"Delete an Outlook message (move to Deleted Items)","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Outlook API"},"messageId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the message to delete"}},"oauth":{"required":true,"provider":"outlook"}},"outlook_draft":{"id":"outlook_draft","name":"Outlook Draft","description":"Draft emails using Outlook","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Outlook API"},"to":{"type":"string","required":true,"visibility":"user-or-llm","description":"Recipient email address"},"subject":{"type":"string","required":true,"visibility":"user-or-llm","description":"Email subject"},"body":{"type":"string","required":true,"visibility":"user-or-llm","description":"Email body content"},"contentType":{"type":"string","required":false,"visibility":"user-or-llm","description":"Content type for the email body (text or html)"},"cc":{"type":"string","required":false,"visibility":"user-or-llm","description":"CC recipients (comma-separated)"},"bcc":{"type":"string","required":false,"visibility":"user-or-llm","description":"BCC recipients (comma-separated)"},"attachments":{"type":"file[]","required":false,"visibility":"user-only","description":"Files to attach to the email draft"}},"oauth":{"required":true,"provider":"outlook"}},"outlook_forward":{"id":"outlook_forward","name":"Outlook Forward","description":"Forward an existing Outlook message to specified recipients","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Outlook"},"messageId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the message to forward"},"to":{"type":"string","required":true,"visibility":"user-or-llm","description":"Recipient email address(es), comma-separated"},"comment":{"type":"string","required":false,"visibility":"user-or-llm","description":"Optional comment to include with the forwarded message"}},"oauth":{"required":true,"provider":"outlook"}},"outlook_get_attachment":{"id":"outlook_get_attachment","name":"Outlook Get Attachment","description":"Get a single attachment on an Outlook message, including its file contents","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Outlook"},"messageId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the message that owns the attachment"},"attachmentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the attachment to retrieve"}},"oauth":{"required":true,"provider":"outlook"}},"outlook_list_attachments":{"id":"outlook_list_attachments","name":"Outlook List Attachments","description":"List the attachments on an Outlook message (metadata only, without contents)","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Outlook"},"messageId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the message whose attachments to list"}},"oauth":{"required":true,"provider":"outlook"}},"outlook_list_folders":{"id":"outlook_list_folders","name":"Outlook List Folders","description":"List mail folders in the root of the Outlook mailbox","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Outlook"},"maxResults":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of folders to retrieve (default: 50, max: 100)"},"includeHiddenFolders":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to include hidden folders in the results"}},"oauth":{"required":true,"provider":"outlook"}},"outlook_mark_read":{"id":"outlook_mark_read","name":"Outlook Mark as Read","description":"Mark an Outlook message as read","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Outlook API"},"messageId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the message to mark as read"}},"oauth":{"required":true,"provider":"outlook"}},"outlook_mark_unread":{"id":"outlook_mark_unread","name":"Outlook Mark as Unread","description":"Mark an Outlook message as unread","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Outlook API"},"messageId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the message to mark as unread"}},"oauth":{"required":true,"provider":"outlook"}},"outlook_move":{"id":"outlook_move","name":"Outlook Move","description":"Move emails between Outlook folders","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Outlook API"},"messageId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the message to move"},"destinationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the destination folder"}},"oauth":{"required":true,"provider":"outlook"}},"outlook_read":{"id":"outlook_read","name":"Outlook Read","description":"Read emails from Outlook","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Outlook"},"folder":{"type":"string","required":false,"visibility":"user-or-llm","description":"Folder ID to read emails from (e.g., \\"Inbox\\", \\"Drafts\\", or a folder ID)"},"maxResults":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of emails to retrieve (default: 1, max: 10)"},"includeAttachments":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to download and include email attachments"}},"oauth":{"required":true,"provider":"outlook"}},"outlook_reply":{"id":"outlook_reply","name":"Outlook Reply","description":"Reply to the sender of an Outlook message with a comment","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Outlook"},"messageId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the message to reply to"},"comment":{"type":"string","required":false,"visibility":"user-or-llm","description":"The reply text to include above the original message"}},"oauth":{"required":true,"provider":"outlook"}},"outlook_reply_all":{"id":"outlook_reply_all","name":"Outlook Reply All","description":"Reply to all recipients of an Outlook message with a comment","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Outlook"},"messageId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the message to reply to"},"comment":{"type":"string","required":false,"visibility":"user-or-llm","description":"The reply text to include above the original message"}},"oauth":{"required":true,"provider":"outlook"}},"outlook_search":{"id":"outlook_search","name":"Outlook Search","description":"Search Outlook messages using a free-text query (Microsoft Graph $search)","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Outlook"},"query":{"type":"string","required":true,"visibility":"user-or-llm","description":"Search text matched against the subject, body, sender, and recipients of messages"},"maxResults":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of messages to retrieve (default: 10, max: 25)"}},"oauth":{"required":true,"provider":"outlook"}},"outlook_send":{"id":"outlook_send","name":"Outlook Send","description":"Send emails using Outlook","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Outlook API"},"to":{"type":"string","required":true,"visibility":"user-or-llm","description":"Recipient email address (comma-separated for multiple recipients)"},"subject":{"type":"string","required":true,"visibility":"user-or-llm","description":"Email subject"},"body":{"type":"string","required":true,"visibility":"user-or-llm","description":"Email body content"},"contentType":{"type":"string","required":false,"visibility":"user-or-llm","description":"Content type for the email body (text or html)"},"replyToMessageId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Message ID to reply to (for threading)"},"cc":{"type":"string","required":false,"visibility":"user-or-llm","description":"CC recipients (comma-separated)"},"bcc":{"type":"string","required":false,"visibility":"user-or-llm","description":"BCC recipients (comma-separated)"},"attachments":{"type":"file[]","required":false,"visibility":"user-only","description":"Files to attach to the email"}},"oauth":{"required":true,"provider":"outlook"}},"outlook_update_message":{"id":"outlook_update_message","name":"Outlook Update Message","description":"Set the categories, follow-up flag, and importance on an Outlook message","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Outlook"},"messageId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the message to update"},"categories":{"type":"json","required":false,"visibility":"user-or-llm","description":"Array of category names to assign to the message (replaces existing categories; leave empty to keep them unchanged)"},"flagStatus":{"type":"string","required":false,"visibility":"user-or-llm","description":"Follow-up flag status: notFlagged, flagged, or complete"},"importance":{"type":"string","required":false,"visibility":"user-or-llm","description":"Message importance: low, normal, or high"}},"oauth":{"required":true,"provider":"outlook"}},"pagerduty_add_note":{"id":"pagerduty_add_note","name":"PagerDuty Add Note","description":"Add a note to an existing PagerDuty incident.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PagerDuty REST API Key"},"fromEmail":{"type":"string","required":true,"visibility":"user-or-llm","description":"Email address of a valid PagerDuty user"},"incidentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the incident to add the note to"},"content":{"type":"string","required":true,"visibility":"user-or-llm","description":"Note content text"}}},"pagerduty_create_incident":{"id":"pagerduty_create_incident","name":"PagerDuty Create Incident","description":"Create a new incident in PagerDuty.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PagerDuty REST API Key"},"fromEmail":{"type":"string","required":true,"visibility":"user-or-llm","description":"Email address of a valid PagerDuty user"},"title":{"type":"string","required":true,"visibility":"user-or-llm","description":"Incident title/summary"},"serviceId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the PagerDuty service"},"urgency":{"type":"string","required":false,"visibility":"user-or-llm","description":"Urgency level (high or low)"},"body":{"type":"string","required":false,"visibility":"user-or-llm","description":"Detailed description of the incident"},"escalationPolicyId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Escalation policy ID to assign"},"assigneeId":{"type":"string","required":false,"visibility":"user-or-llm","description":"User ID to assign the incident to"},"incidentKey":{"type":"string","required":false,"visibility":"user-or-llm","description":"De-duplication key. A subsequent request with the same service and incident key updates the existing open incident instead of creating a new one"}}},"pagerduty_get_incident":{"id":"pagerduty_get_incident","name":"PagerDuty Get Incident","description":"Get a single incident from PagerDuty by ID.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PagerDuty REST API Key"},"incidentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the incident to fetch"}}},"pagerduty_get_service":{"id":"pagerduty_get_service","name":"PagerDuty Get Service","description":"Get a single service from PagerDuty by ID.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PagerDuty REST API Key"},"serviceId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the service to fetch"}}},"pagerduty_list_escalation_policies":{"id":"pagerduty_list_escalation_policies","name":"PagerDuty List Escalation Policies","description":"List escalation policies from PagerDuty with an optional name filter.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PagerDuty REST API Key"},"query":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter escalation policies by name"},"limit":{"type":"string","required":false,"visibility":"user-or-llm","description":"Maximum number of results (max 100)"},"offset":{"type":"string","required":false,"visibility":"user-or-llm","description":"Offset to start pagination search results"}}},"pagerduty_list_incident_alerts":{"id":"pagerduty_list_incident_alerts","name":"PagerDuty List Incident Alerts","description":"List the individual alerts attached to a PagerDuty incident.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PagerDuty REST API Key"},"incidentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the incident whose alerts to list"},"statuses":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated statuses to filter (triggered, resolved)"},"limit":{"type":"string","required":false,"visibility":"user-or-llm","description":"Maximum number of results (max 100)"},"offset":{"type":"string","required":false,"visibility":"user-or-llm","description":"Offset to start pagination search results"}}},"pagerduty_list_incidents":{"id":"pagerduty_list_incidents","name":"PagerDuty List Incidents","description":"List incidents from PagerDuty with optional filters.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PagerDuty REST API Key"},"statuses":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated statuses to filter (triggered, acknowledged, resolved)"},"urgencies":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated urgencies to filter (high, low)"},"serviceIds":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated service IDs to filter"},"since":{"type":"string","required":false,"visibility":"user-or-llm","description":"Start date filter (ISO 8601 format)"},"until":{"type":"string","required":false,"visibility":"user-or-llm","description":"End date filter (ISO 8601 format)"},"sortBy":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort field (e.g., created_at:desc)"},"limit":{"type":"string","required":false,"visibility":"user-or-llm","description":"Maximum number of results (max 100)"},"offset":{"type":"string","required":false,"visibility":"user-or-llm","description":"Offset to start pagination search results"}}},"pagerduty_list_oncalls":{"id":"pagerduty_list_oncalls","name":"PagerDuty List On-Calls","description":"List current on-call entries from PagerDuty.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PagerDuty REST API Key"},"escalationPolicyIds":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated escalation policy IDs to filter"},"scheduleIds":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated schedule IDs to filter"},"since":{"type":"string","required":false,"visibility":"user-or-llm","description":"Start time filter (ISO 8601 format)"},"until":{"type":"string","required":false,"visibility":"user-or-llm","description":"End time filter (ISO 8601 format)"},"limit":{"type":"string","required":false,"visibility":"user-or-llm","description":"Maximum number of results (max 100)"},"offset":{"type":"string","required":false,"visibility":"user-or-llm","description":"Offset to start pagination search results"}}},"pagerduty_list_schedules":{"id":"pagerduty_list_schedules","name":"PagerDuty List Schedules","description":"List on-call schedules from PagerDuty with an optional name filter.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PagerDuty REST API Key"},"query":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter schedules by name"},"limit":{"type":"string","required":false,"visibility":"user-or-llm","description":"Maximum number of results (max 100)"},"offset":{"type":"string","required":false,"visibility":"user-or-llm","description":"Offset to start pagination search results"}}},"pagerduty_list_services":{"id":"pagerduty_list_services","name":"PagerDuty List Services","description":"List services from PagerDuty with optional name filter.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PagerDuty REST API Key"},"query":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter services by name"},"limit":{"type":"string","required":false,"visibility":"user-or-llm","description":"Maximum number of results (max 100)"},"offset":{"type":"string","required":false,"visibility":"user-or-llm","description":"Offset to start pagination search results"}}},"pagerduty_list_users":{"id":"pagerduty_list_users","name":"PagerDuty List Users","description":"List users from PagerDuty with an optional name/email filter.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PagerDuty REST API Key"},"query":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter users by name or email"},"limit":{"type":"string","required":false,"visibility":"user-or-llm","description":"Maximum number of results (max 100)"},"offset":{"type":"string","required":false,"visibility":"user-or-llm","description":"Offset to start pagination search results"}}},"pagerduty_merge_incidents":{"id":"pagerduty_merge_incidents","name":"PagerDuty Merge Incidents","description":"Merge one or more source incidents into a target incident. Source incidents are resolved and their alerts move to the target.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PagerDuty REST API Key"},"fromEmail":{"type":"string","required":true,"visibility":"user-or-llm","description":"Email address of a valid PagerDuty user"},"targetIncidentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the incident that will absorb the source incidents"},"sourceIncidentIds":{"type":"string","required":true,"visibility":"user-or-llm","description":"Comma-separated IDs of the incidents to merge into the target incident"}}},"pagerduty_send_event":{"id":"pagerduty_send_event","name":"PagerDuty Send Event","description":"Send a trigger, acknowledge, or resolve event to PagerDuty Events API v2 using a service integration key. Used to page from monitoring/alerting sources without a PagerDuty user account.","version":"1.0.0","params":{"routingKey":{"type":"string","required":true,"visibility":"user-only","description":"The Events API v2 integration key (routing key) for the target service"},"eventAction":{"type":"string","required":true,"visibility":"user-or-llm","description":"Event action: trigger, acknowledge, or resolve"},"summary":{"type":"string","required":false,"visibility":"user-or-llm","description":"Brief summary of the event. Required when eventAction is trigger"},"source":{"type":"string","required":false,"visibility":"user-or-llm","description":"Unique location of the affected system (e.g. hostname). Required when eventAction is trigger"},"severity":{"type":"string","required":false,"visibility":"user-or-llm","description":"Perceived severity: critical, warning, error, or info. Required when eventAction is trigger"},"dedupKey":{"type":"string","required":false,"visibility":"user-or-llm","description":"De-duplication key identifying the alert. Required when eventAction is acknowledge or resolve; optional on trigger"},"component":{"type":"string","required":false,"visibility":"user-or-llm","description":"Component of the source machine responsible for the event"},"group":{"type":"string","required":false,"visibility":"user-or-llm","description":"Logical grouping of components of a service"},"class":{"type":"string","required":false,"visibility":"user-or-llm","description":"The class/type of the event"}}},"pagerduty_snooze_incident":{"id":"pagerduty_snooze_incident","name":"PagerDuty Snooze Incident","description":"Snooze a triggered PagerDuty incident for a number of seconds, after which it returns to triggered.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PagerDuty REST API Key"},"fromEmail":{"type":"string","required":true,"visibility":"user-or-llm","description":"Email address of a valid PagerDuty user"},"incidentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the incident to snooze"},"duration":{"type":"string","required":true,"visibility":"user-or-llm","description":"Number of seconds to snooze the incident for (1 to 604800)"}}},"pagerduty_update_incident":{"id":"pagerduty_update_incident","name":"PagerDuty Update Incident","description":"Update an incident in PagerDuty (acknowledge, resolve, change urgency, etc.).","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PagerDuty REST API Key"},"fromEmail":{"type":"string","required":true,"visibility":"user-or-llm","description":"Email address of a valid PagerDuty user"},"incidentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the incident to update"},"status":{"type":"string","required":false,"visibility":"user-or-llm","description":"New status (triggered, acknowledged, or resolved)"},"title":{"type":"string","required":false,"visibility":"user-or-llm","description":"New incident title"},"urgency":{"type":"string","required":false,"visibility":"user-or-llm","description":"New urgency (high or low)"},"escalationLevel":{"type":"string","required":false,"visibility":"user-or-llm","description":"Escalation level to escalate to"},"resolution":{"type":"string","required":false,"visibility":"user-or-llm","description":"Resolution note added to the incident\'s log entry. 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Provide this or the separate name parts."},"nameFirst":{"type":"string","required":false,"visibility":"user-or-llm","description":"First name of the individual to search"},"nameMiddle":{"type":"string","required":false,"visibility":"user-or-llm","description":"Middle name of the individual to search"},"nameLast":{"type":"string","required":false,"visibility":"user-or-llm","description":"Last name of the individual to search"},"birthdate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Birthdate of the individual, formatted as YYYY-MM-DD"},"countryCode":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO 3166-1 alpha-2 country code (e.g. US)"},"accountId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Account ID (starts with act_) to associate with this report"}}},"persona_decline_inquiry":{"id":"persona_decline_inquiry","name":"Persona Decline Inquiry","description":"Decline an identity verification inquiry. 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Results are cursor-paginated.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Persona API key"},"referenceId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by reference ID"},"pageSize":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of accounts to return per page (1-100, default 10)"},"pageAfter":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor: return accounts after this account ID"}}},"persona_list_cases":{"id":"persona_list_cases","name":"Persona List Cases","description":"List manual review cases, optionally filtered by status, account ID, or reference ID. Results are cursor-paginated.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Persona API key"},"status":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by case status (e.g. Open, Resolved)"},"accountId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by account ID (starts with act_)"},"referenceId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by reference ID"},"pageSize":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of cases to return per page (1-100, default 10)"},"pageAfter":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor: return cases after this case ID"}}},"persona_list_inquiries":{"id":"persona_list_inquiries","name":"Persona List Inquiries","description":"List identity verification inquiries, optionally filtered by status, account ID, reference ID, or creation date range. 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Results are cursor-paginated.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Persona API key"},"pageSize":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of templates to return per page (1-100, default 10)"},"pageAfter":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor: return templates after this template ID"}}},"persona_list_reports":{"id":"persona_list_reports","name":"Persona List Reports","description":"List screening reports, optionally filtered by account ID or reference ID. Results are cursor-paginated.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Persona API key"},"accountId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by account ID (starts with act_)"},"referenceId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by reference ID"},"pageSize":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of reports to return per page (1-100, default 10)"},"pageAfter":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor: return reports after this report ID"}}},"persona_mark_inquiry_for_review":{"id":"persona_mark_inquiry_for_review","name":"Persona Mark Inquiry for Review","description":"Mark an identity verification inquiry for manual review, moving it to the needs_review status.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Persona API key"},"inquiryId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Inquiry ID to mark for review (starts with inq_)"}}},"persona_print_inquiry_pdf":{"id":"persona_print_inquiry_pdf","name":"Persona Print Inquiry PDF","description":"Download a PDF summary of an inquiry, including its collected information and verification results.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Persona API key"},"inquiryId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Inquiry ID to print (starts with inq_)"}}},"persona_redact_account":{"id":"persona_redact_account","name":"Persona Redact Account","description":"Permanently delete all personally identifiable information stored on an account, for example to honor a data deletion request. This cannot be undone.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Persona API key"},"accountId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Account ID to redact (starts with act_)"}}},"persona_redact_inquiry":{"id":"persona_redact_inquiry","name":"Persona Redact Inquiry","description":"Permanently delete all personally identifiable information collected by an inquiry, for example to honor a data deletion request. This cannot be undone.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Persona API key"},"inquiryId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Inquiry ID to redact (starts with inq_)"}}},"persona_resume_inquiry":{"id":"persona_resume_inquiry","name":"Persona Resume Inquiry","description":"Resume a pending or expired inquiry, creating a new session so the individual can continue verification. Returns a session token.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Persona API key"},"inquiryId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Inquiry ID to resume (starts with inq_)"}}},"persona_update_account":{"id":"persona_update_account","name":"Persona Update Account","description":"Update an account’s reference ID, country code, fields, or tags. Only the provided values are changed.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Persona API key"},"accountId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Account ID to update (starts with act_)"},"referenceId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Reference ID that refers to an entity in your user model"},"countryCode":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO 3166-1 alpha-2 country code (e.g. US)"},"fields":{"type":"json","required":false,"visibility":"user-or-llm","description":"JSON object of field name to field value pairs to set, as defined by the account type (e.g. {\\"name-first\\": \\"Jane\\"})"},"tags":{"type":"array","required":false,"visibility":"user-or-llm","description":"JSON array of tag names to set on the account (e.g. [\\"vip\\"])"}}},"persona_update_inquiry":{"id":"persona_update_inquiry","name":"Persona Update Inquiry","description":"Update an inquiry’s note, fields, tags, or redirect URI. Only the provided values are changed.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Persona API key"},"inquiryId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Inquiry ID to update (starts with inq_)"},"note":{"type":"string","required":false,"visibility":"user-or-llm","description":"Free-form note to set on the inquiry"},"fields":{"type":"json","required":false,"visibility":"user-or-llm","description":"JSON object of field name to field value pairs to set, as defined by the inquiry template (e.g. {\\"name-first\\": \\"Jane\\"})"},"tags":{"type":"array","required":false,"visibility":"user-or-llm","description":"JSON array of tag names to set on the inquiry (e.g. [\\"vip\\"])"},"redirectUri":{"type":"string","required":false,"visibility":"user-only","description":"URI to redirect the individual to after completing the inquiry flow"}}},"pinecone_delete_vectors":{"id":"pinecone_delete_vectors","name":"Pinecone Delete Vectors","description":"Delete vectors from a Pinecone namespace by IDs, by metadata filter, or delete all","version":"1.0","params":{"indexHost":{"type":"string","required":true,"visibility":"user-or-llm","description":"Full Pinecone index host URL (e.g., \\"https://my-index-abc123.svc.pinecone.io\\")"},"namespace":{"type":"string","required":false,"visibility":"user-or-llm","description":"Namespace to delete vectors from (e.g., \\"documents\\", \\"embeddings\\")"},"ids":{"type":"array","required":false,"visibility":"user-or-llm","description":"Vector IDs to delete (1-1000 items). 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\\"https://my-index-abc123.svc.pinecone.io\\")"},"filter":{"type":"object","required":false,"visibility":"user-or-llm","description":"Metadata filter to limit which vectors are counted (pod-based indexes only, e.g., {\\"category\\": {\\"$eq\\": \\"product\\"}})"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Pinecone API key"}}},"pinecone_fetch":{"id":"pinecone_fetch","name":"Pinecone Fetch","description":"Fetch vectors by ID from a Pinecone index","version":"1.0","params":{"indexHost":{"type":"string","required":true,"visibility":"user-or-llm","description":"Full Pinecone index host URL (e.g., \\"https://my-index-abc123.svc.pinecone.io\\")"},"ids":{"type":"array","required":true,"visibility":"user-or-llm","description":"Array of vector IDs to fetch (e.g., [\\"vec-001\\", \\"vec-002\\"])"},"namespace":{"type":"string","required":false,"visibility":"user-or-llm","description":"Namespace to fetch vectors from (e.g., \\"documents\\", \\"embeddings\\")"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Pinecone API key"}}},"pinecone_generate_embeddings":{"id":"pinecone_generate_embeddings","name":"Pinecone Generate Embeddings","description":"Generate embeddings from text using Pinecone\'s hosted models","version":"1.0","params":{"model":{"type":"string","required":true,"visibility":"user-only","description":"Model to use for generating embeddings"},"inputs":{"type":"array","required":true,"visibility":"user-or-llm","description":"Array of text inputs to generate embeddings for"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Pinecone API key"}}},"pinecone_list_indexes":{"id":"pinecone_list_indexes","name":"Pinecone List Indexes","description":"List all Pinecone indexes in the project","version":"1.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Pinecone API 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search for"},"topK":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to return (e.g., 10, 25)"},"filter":{"type":"object","required":false,"visibility":"user-or-llm","description":"Filter to apply to the search (e.g., {\\"category\\": \\"tech\\", \\"year\\": {\\"$gte\\": 2020}})"},"includeValues":{"type":"boolean","required":false,"visibility":"user-only","description":"Include vector values in response"},"includeMetadata":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Include metadata in response (true/false)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Pinecone API key"}}},"pinecone_update_vector":{"id":"pinecone_update_vector","name":"Pinecone Update Vector","description":"Update the values, sparse values, or metadata of a vector in a Pinecone namespace","version":"1.0","params":{"indexHost":{"type":"string","required":true,"visibility":"user-or-llm","description":"Full Pinecone index host URL (e.g., \\"https://my-index-abc123.svc.pinecone.io\\")"},"id":{"type":"string","required":true,"visibility":"user-or-llm","description":"Unique ID of the vector to update"},"namespace":{"type":"string","required":false,"visibility":"user-or-llm","description":"Namespace containing the vector (e.g., \\"documents\\", \\"embeddings\\")"},"values":{"type":"array","required":false,"visibility":"user-or-llm","description":"New dense vector values to overwrite the existing values"},"sparseValues":{"type":"object","required":false,"visibility":"user-or-llm","description":"New sparse vector values with indices and values arrays"},"setMetadata":{"type":"object","required":false,"visibility":"user-or-llm","description":"Metadata key-value pairs to add or overwrite on the vector"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Pinecone API key"}}},"pinecone_upsert_text":{"id":"pinecone_upsert_text","name":"Pinecone Upsert 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the Pipedrive API"},"authStyle":{"type":"string","required":false,"visibility":"hidden","description":"Auth scheme for the token; set by the credential resolver for API-token service accounts"},"subject":{"type":"string","required":true,"visibility":"user-or-llm","description":"The subject/title of the activity (e.g., \\"Follow up call with John\\")"},"type":{"type":"string","required":true,"visibility":"user-or-llm","description":"Activity type: call, meeting, task, deadline, email, lunch"},"due_date":{"type":"string","required":true,"visibility":"user-or-llm","description":"Due date in YYYY-MM-DD format (e.g., \\"2025-03-15\\")"},"due_time":{"type":"string","required":false,"visibility":"user-or-llm","description":"Due time in HH:MM format (e.g., \\"14:30\\")"},"duration":{"type":"string","required":false,"visibility":"user-or-llm","description":"Duration in HH:MM format (e.g., \\"01:00\\" for 1 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the stage this deal should be placed in (e.g., \\"2\\")"},"status":{"type":"string","required":false,"visibility":"user-or-llm","description":"Status of the deal: open, won, lost"},"expected_close_date":{"type":"string","required":false,"visibility":"user-or-llm","description":"Expected close date in YYYY-MM-DD format (e.g., \\"2025-06-30\\")"}}},"pipedrive_create_lead":{"id":"pipedrive_create_lead","name":"Create Lead in Pipedrive","description":"Create a new lead in Pipedrive","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Pipedrive API"},"authStyle":{"type":"string","required":false,"visibility":"hidden","description":"Auth scheme for the token; set by the credential resolver for API-token service accounts"},"title":{"type":"string","required":true,"visibility":"user-or-llm","description":"The name of the lead (e.g., \\"Acme Corp - Website 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project"},"start_date":{"type":"string","required":false,"visibility":"user-or-llm","description":"Project start date in YYYY-MM-DD format (e.g., \\"2025-04-01\\")"},"end_date":{"type":"string","required":false,"visibility":"user-or-llm","description":"Project end date in YYYY-MM-DD format (e.g., \\"2025-06-30\\")"}}},"pipedrive_delete_lead":{"id":"pipedrive_delete_lead","name":"Delete Lead from Pipedrive","description":"Delete a specific lead from Pipedrive","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Pipedrive API"},"authStyle":{"type":"string","required":false,"visibility":"hidden","description":"Auth scheme for the token; set by the credential resolver for API-token service accounts"},"lead_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the lead to delete (e.g., \\"abc123-def456-ghi789\\")"}},"oauth":{"required":true,"provider":"pipedrive"}},"pipedrive_get_activities":{"id":"pipedrive_get_activities","name":"Get Activities from Pipedrive","description":"Retrieve activities (tasks) from Pipedrive with optional filters","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Pipedrive API"},"authStyle":{"type":"string","required":false,"visibility":"hidden","description":"Auth scheme for the token; set by the credential resolver for API-token service accounts"},"user_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter activities by user ID (e.g., \\"123\\")"},"type":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by activity type (call, meeting, task, deadline, email, lunch)"},"done":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by completion status: 0 for not 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Values: open, won, lost. If omitted, all not deleted deals are returned"},"person_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"If supplied, only deals linked to the specified person are returned (e.g., \\"456\\")"},"org_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"If supplied, only deals linked to the specified organization are returned (e.g., \\"789\\")"},"pipeline_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"If supplied, only deals in the specified pipeline are returned (e.g., \\"1\\")"},"updated_since":{"type":"string","required":false,"visibility":"user-or-llm","description":"If set, only deals updated after this time are returned. Format: 2025-01-01T10:20:00Z"},"limit":{"type":"string","required":false,"visibility":"user-or-llm","description":"Number of results to return (e.g., \\"50\\", default: 100, max: 500)"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"For pagination, the marker representing the first item on the next page"}}},"pipedrive_get_deal":{"id":"pipedrive_get_deal","name":"Get Deal Details from Pipedrive","description":"Retrieve detailed information about a specific deal","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Pipedrive API"},"authStyle":{"type":"string","required":false,"visibility":"hidden","description":"Auth scheme for the token; set by the credential resolver for API-token service accounts"},"deal_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the deal to retrieve (e.g., \\"123\\")"}}},"pipedrive_get_files":{"id":"pipedrive_get_files","name":"Get Files from Pipedrive","description":"Retrieve files from Pipedrive with optional filters","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Pipedrive API"},"authStyle":{"type":"string","required":false,"visibility":"hidden","description":"Auth scheme for the token; set by the credential resolver for API-token service accounts"},"sort":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort files by field (supported: \\"id\\", \\"update_time\\")"},"limit":{"type":"string","required":false,"visibility":"user-or-llm","description":"Number of results to return (e.g., \\"50\\", default: 100, max: 100)"},"start":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination start offset (0-based index of the first item to return)"},"downloadFiles":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Download file contents into file outputs"}}},"pipedrive_get_leads":{"id":"pipedrive_get_leads","name":"Get Leads from Pipedrive","description":"Retrieve all leads or a specific lead from Pipedrive","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Pipedrive API"},"authStyle":{"type":"string","required":false,"visibility":"hidden","description":"Auth scheme for the token; set by the credential resolver for API-token service accounts"},"lead_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"Optional: ID of a specific lead to retrieve (e.g., \\"abc123-def456-ghi789\\")"},"archived":{"type":"string","required":false,"visibility":"user-or-llm","description":"Get archived leads instead of active ones (e.g., \\"true\\" or \\"false\\")"},"owner_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by owner user ID (e.g., \\"123\\")"},"person_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by person ID (e.g., \\"456\\")"},"organization_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by organization ID (e.g., \\"789\\")"},"limit":{"type":"string","required":false,"visibility":"user-or-llm","description":"Number of results to return (e.g., \\"50\\", default: 100, max: 500)"},"start":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination start offset (0-based index of the first item to return)"}},"oauth":{"required":true,"provider":"pipedrive"}},"pipedrive_get_mail_messages":{"id":"pipedrive_get_mail_messages","name":"Get Mail Threads from Pipedrive","description":"Retrieve mail threads from Pipedrive mailbox","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Pipedrive API"},"authStyle":{"type":"string","required":false,"visibility":"hidden","description":"Auth scheme for the token; set by the credential resolver for API-token service accounts"},"folder":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by folder: inbox, drafts, sent, archive (default: inbox)"},"limit":{"type":"string","required":false,"visibility":"user-or-llm","description":"Number of results to return (e.g., \\"25\\", default: 50)"},"start":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination start offset (0-based index of the first item to return)"}},"oauth":{"required":true,"provider":"pipedrive"}},"pipedrive_get_mail_thread":{"id":"pipedrive_get_mail_thread","name":"Get Mail Thread Messages from Pipedrive","description":"Retrieve all messages from a specific mail thread","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Pipedrive API"},"authStyle":{"type":"string","required":false,"visibility":"hidden","description":"Auth scheme for the token; set by the credential resolver for API-token service accounts"},"thread_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the mail thread (e.g., \\"12345\\")"}},"oauth":{"required":true,"provider":"pipedrive"}},"pipedrive_get_pipeline_deals":{"id":"pipedrive_get_pipeline_deals","name":"Get Pipeline Deals from Pipedrive","description":"Retrieve all deals in a specific pipeline","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Pipedrive API"},"authStyle":{"type":"string","required":false,"visibility":"hidden","description":"Auth scheme for the token; set by the credential resolver for API-token service accounts"},"pipeline_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the pipeline (e.g., \\"1\\")"},"stage_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by specific stage within the pipeline (e.g., \\"2\\")"},"limit":{"type":"string","required":false,"visibility":"user-or-llm","description":"Number of results to return (e.g., \\"50\\", default: 100, max: 500)"},"start":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination start offset (0-based index of the first item to return)"}}},"pipedrive_get_pipelines":{"id":"pipedrive_get_pipelines","name":"Get Pipelines from Pipedrive","description":"Retrieve all pipelines from Pipedrive","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Pipedrive API"},"authStyle":{"type":"string","required":false,"visibility":"hidden","description":"Auth scheme for the token; set by the credential resolver for API-token service accounts"},"sort_by":{"type":"string","required":false,"visibility":"user-or-llm","description":"Field to sort by: id, update_time, add_time (default: id)"},"sort_direction":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sorting direction: asc, desc (default: asc)"},"limit":{"type":"string","required":false,"visibility":"user-or-llm","description":"Number of results to return (e.g., \\"50\\", default: 100, max: 500)"},"start":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination start offset (0-based index of the first item to return)"}}},"pipedrive_get_projects":{"id":"pipedrive_get_projects","name":"Get Projects from Pipedrive","description":"Retrieve all projects or a specific project from Pipedrive","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Pipedrive API"},"authStyle":{"type":"string","required":false,"visibility":"hidden","description":"Auth scheme for the token; set by the credential resolver for API-token service accounts"},"project_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"Optional: ID of a specific project to retrieve (e.g., \\"123\\")"},"status":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by project status: open, completed, deleted (only for listing all)"},"limit":{"type":"string","required":false,"visibility":"user-or-llm","description":"Number of results to return (e.g., \\"50\\", default: 100, max: 500, only for listing all)"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"For pagination, the marker representing the first item on the next page"}}},"pipedrive_update_activity":{"id":"pipedrive_update_activity","name":"Update Activity in Pipedrive","description":"Update an existing activity (task) in Pipedrive","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Pipedrive API"},"authStyle":{"type":"string","required":false,"visibility":"hidden","description":"Auth scheme for the token; set by the credential resolver for API-token service accounts"},"activity_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the activity to update (e.g., \\"12345\\")"},"subject":{"type":"string","required":false,"visibility":"user-or-llm","description":"New subject/title for the activity (e.g., \\"Updated meeting with client\\")"},"due_date":{"type":"string","required":false,"visibility":"user-or-llm","description":"New due date in YYYY-MM-DD format (e.g., \\"2025-03-20\\")"},"due_time":{"type":"string","required":false,"visibility":"user-or-llm","description":"New due time in HH:MM format (e.g., \\"15:00\\")"},"duration":{"type":"string","required":false,"visibility":"user-or-llm","description":"New duration in HH:MM format (e.g., \\"00:30\\" for 30 minutes)"},"done":{"type":"string","required":false,"visibility":"user-or-llm","description":"Mark as done: 0 for not done, 1 for done"},"note":{"type":"string","required":false,"visibility":"user-or-llm","description":"New notes for the activity"}}},"pipedrive_update_deal":{"id":"pipedrive_update_deal","name":"Update Deal in Pipedrive","description":"Update an existing deal in Pipedrive","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Pipedrive API"},"authStyle":{"type":"string","required":false,"visibility":"hidden","description":"Auth scheme for the token; set by the credential resolver for API-token service accounts"},"deal_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the deal to update (e.g., \\"123\\")"},"title":{"type":"string","required":false,"visibility":"user-or-llm","description":"New title for the deal (e.g., \\"Updated Enterprise License\\")"},"value":{"type":"string","required":false,"visibility":"user-or-llm","description":"New monetary value for the deal (e.g., \\"7500\\")"},"status":{"type":"string","required":false,"visibility":"user-or-llm","description":"New status: open, won, lost"},"stage_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"New stage ID for the deal (e.g., \\"3\\")"},"expected_close_date":{"type":"string","required":false,"visibility":"user-or-llm","description":"New expected close date in YYYY-MM-DD format (e.g., \\"2025-07-15\\")"}}},"pipedrive_update_lead":{"id":"pipedrive_update_lead","name":"Update Lead in Pipedrive","description":"Update an existing lead in Pipedrive","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Pipedrive API"},"authStyle":{"type":"string","required":false,"visibility":"hidden","description":"Auth scheme for the token; set by the credential resolver for API-token service accounts"},"lead_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the lead to update (e.g., \\"abc123-def456-ghi789\\")"},"title":{"type":"string","required":false,"visibility":"user-or-llm","description":"New name for the lead (e.g., \\"Updated Lead - Premium Package\\")"},"person_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"New person ID (e.g., \\"456\\")"},"organization_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"New organization ID (e.g., \\"789\\")"},"owner_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"New owner user ID (e.g., \\"123\\")"},"value_amount":{"type":"string","required":false,"visibility":"user-or-llm","description":"New value amount (e.g., \\"15000\\")"},"value_currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"New currency code (e.g., \\"USD\\", \\"EUR\\", \\"GBP\\")"},"expected_close_date":{"type":"string","required":false,"visibility":"user-or-llm","description":"New expected close date in YYYY-MM-DD format (e.g., \\"2025-05-01\\")"},"is_archived":{"type":"string","required":false,"visibility":"user-or-llm","description":"Archive the lead: true or false"}},"oauth":{"required":true,"provider":"pipedrive"}},"polymarket_get_activity":{"id":"polymarket_get_activity","name":"Get Activity from Polymarket","description":"Retrieve on-chain activity for a user including trades, splits, merges, redemptions, rewards, and conversions","version":"1.0.0","params":{"user":{"type":"string","required":true,"description":"User wallet address (0x-prefixed)","visibility":"user-or-llm"},"limit":{"type":"string","required":false,"description":"Maximum results to return (e.g., \\"50\\"). Default: 100, max: 500.","visibility":"user-or-llm"},"offset":{"type":"string","required":false,"description":"Number of results to skip for pagination (e.g., \\"100\\"). Default: 0, max: 10000.","visibility":"user-or-llm"},"market":{"type":"string","required":false,"description":"Comma-separated condition IDs (e.g., \\"0x1234...abcd,0x5678...efgh\\"). Mutually exclusive with eventId.","visibility":"user-or-llm"},"eventId":{"type":"string","required":false,"description":"Comma-separated event IDs (e.g., \\"12345,67890\\"). Mutually exclusive with market.","visibility":"user-or-llm"},"type":{"type":"string","required":false,"description":"Activity type filter: TRADE, SPLIT, MERGE, REDEEM, REWARD, CONVERSION, MAKER_REBATE, REFERRAL_REWARD","visibility":"user-or-llm"},"start":{"type":"number","required":false,"description":"Start timestamp (Unix seconds)","visibility":"user-or-llm"},"end":{"type":"number","required":false,"description":"End timestamp (Unix seconds)","visibility":"user-or-llm"},"sortBy":{"type":"string","required":false,"description":"Sort field: TIMESTAMP, TOKENS, or CASH (default: TIMESTAMP)","visibility":"user-or-llm"},"sortDirection":{"type":"string","required":false,"description":"Sort direction: ASC or DESC (default: DESC)","visibility":"user-or-llm"},"side":{"type":"string","required":false,"description":"Trade side filter: BUY or SELL (only applies to trades)","visibility":"user-or-llm"}}},"polymarket_get_event":{"id":"polymarket_get_event","name":"Get Event from Polymarket","description":"Retrieve details of a specific event by ID or slug","version":"1.0.0","params":{"eventId":{"type":"string","required":false,"description":"The numeric event ID (e.g., \\"12345\\"). Required if slug is not provided.","visibility":"user-or-llm"},"slug":{"type":"string","required":false,"description":"The event slug (e.g., \\"2024-presidential-election\\"). URL-friendly identifier. Required if eventId is not provided.","visibility":"user-or-llm"}}},"polymarket_get_events":{"id":"polymarket_get_events","name":"Get Events from Polymarket","description":"Retrieve a list of events from Polymarket with optional filtering","version":"1.0.0","params":{"closed":{"type":"string","required":false,"description":"Filter by closed status (true/false). Use false for open events only.","visibility":"user-or-llm"},"order":{"type":"string","required":false,"description":"Sort field (e.g., volume, liquidity, startDate, endDate, createdAt)","visibility":"user-or-llm"},"ascending":{"type":"string","required":false,"description":"Sort direction (true for ascending, false for descending)","visibility":"user-or-llm"},"tagId":{"type":"string","required":false,"description":"Filter by tag ID","visibility":"user-or-llm"},"limit":{"type":"string","required":false,"description":"Number of results per page (e.g., \\"25\\"). Max: 50.","visibility":"user-or-llm"},"offset":{"type":"string","required":false,"description":"Number of results to skip for pagination (e.g., \\"50\\").","visibility":"user-or-llm"}}},"polymarket_get_holders":{"id":"polymarket_get_holders","name":"Get Market Holders from Polymarket","description":"Retrieve top holders of a specific market token","version":"1.0.0","params":{"market":{"type":"string","required":true,"description":"Comma-separated list of condition IDs (e.g., \\"0x1234...abcd\\" or \\"0x1234...abcd,0x5678...efgh\\").","visibility":"user-or-llm"},"limit":{"type":"string","required":false,"description":"Number of holders to return (e.g., \\"10\\"). Range: 0-20, default: 20.","visibility":"user-or-llm"},"minBalance":{"type":"string","required":false,"description":"Minimum balance threshold (default: 1)","visibility":"user-or-llm"}}},"polymarket_get_last_trade_price":{"id":"polymarket_get_last_trade_price","name":"Get Last Trade Price from Polymarket","description":"Retrieve the last trade price for a specific token","version":"1.0.0","params":{"tokenId":{"type":"string","required":true,"description":"The CLOB token ID from market clobTokenIds array (e.g., \\"71321045679252212594626385532706912750332728571942532289631379312455583992563\\").","visibility":"user-or-llm"}}},"polymarket_get_leaderboard":{"id":"polymarket_get_leaderboard","name":"Get Leaderboard from Polymarket","description":"Retrieve trader leaderboard rankings by profit/loss or volume","version":"1.0.0","params":{"category":{"type":"string","required":false,"description":"Category filter: OVERALL, POLITICS, SPORTS, CRYPTO, CULTURE, MENTIONS, WEATHER, ECONOMICS, TECH, FINANCE (default: OVERALL)","visibility":"user-or-llm"},"timePeriod":{"type":"string","required":false,"description":"Time period: DAY, WEEK, MONTH, ALL (default: DAY)","visibility":"user-or-llm"},"orderBy":{"type":"string","required":false,"description":"Order by: PNL or VOL (default: PNL)","visibility":"user-or-llm"},"limit":{"type":"string","required":false,"description":"Number of results to return (e.g., \\"10\\"). Range: 1-50, default: 25.","visibility":"user-or-llm"},"offset":{"type":"string","required":false,"description":"Number of results to skip for pagination (e.g., \\"25\\"). Range: 0-1000, default: 0.","visibility":"user-or-llm"},"user":{"type":"string","required":false,"description":"Filter by specific user wallet address","visibility":"user-or-llm"},"userName":{"type":"string","required":false,"description":"Filter by username","visibility":"user-or-llm"}}},"polymarket_get_market":{"id":"polymarket_get_market","name":"Get Market from Polymarket","description":"Retrieve details of a specific prediction market by ID or slug","version":"1.0.0","params":{"marketId":{"type":"string","required":false,"description":"The numeric market ID (e.g., \\"253591\\"). Required if slug is not provided. Not the condition ID.","visibility":"user-or-llm"},"slug":{"type":"string","required":false,"description":"The market slug (e.g., \\"will-trump-win\\"). URL-friendly identifier. Required if marketId is not provided.","visibility":"user-or-llm"}}},"polymarket_get_markets":{"id":"polymarket_get_markets","name":"Get Markets from Polymarket","description":"Retrieve a list of prediction markets from Polymarket with optional filtering","version":"1.0.0","params":{"closed":{"type":"string","required":false,"description":"Filter by closed status (true/false). Use false for open markets only.","visibility":"user-or-llm"},"order":{"type":"string","required":false,"description":"Sort field (e.g., volumeNum, liquidityNum, startDate, endDate, createdAt)","visibility":"user-or-llm"},"ascending":{"type":"string","required":false,"description":"Sort direction (true for ascending, false for descending)","visibility":"user-or-llm"},"tagId":{"type":"string","required":false,"description":"Filter by tag ID","visibility":"user-or-llm"},"limit":{"type":"string","required":false,"description":"Number of results per page (e.g., \\"25\\"). Max: 50.","visibility":"user-or-llm"},"offset":{"type":"string","required":false,"description":"Number of results to skip for pagination (e.g., \\"50\\").","visibility":"user-or-llm"}}},"polymarket_get_midpoint":{"id":"polymarket_get_midpoint","name":"Get Midpoint Price from Polymarket","description":"Retrieve the midpoint price for a specific token","version":"1.0.0","params":{"tokenId":{"type":"string","required":true,"description":"The CLOB token ID from market clobTokenIds array (e.g., \\"71321045679252212594626385532706912750332728571942532289631379312455583992563\\").","visibility":"user-or-llm"}}},"polymarket_get_orderbook":{"id":"polymarket_get_orderbook","name":"Get Orderbook from Polymarket","description":"Retrieve the order book summary for a specific token","version":"1.0.0","params":{"tokenId":{"type":"string","required":true,"description":"The CLOB token ID from market clobTokenIds array (e.g., \\"71321045679252212594626385532706912750332728571942532289631379312455583992563\\").","visibility":"user-or-llm"}}},"polymarket_get_positions":{"id":"polymarket_get_positions","name":"Get Positions from Polymarket","description":"Retrieve user positions from Polymarket","version":"1.0.0","params":{"user":{"type":"string","required":true,"description":"User wallet address","visibility":"user-or-llm"},"market":{"type":"string","required":false,"description":"Condition IDs to filter positions (e.g., \\"0x1234...abcd,0x5678...efgh\\"). Mutually exclusive with eventId.","visibility":"user-or-llm"},"eventId":{"type":"string","required":false,"description":"Event ID to filter positions (e.g., \\"12345\\"). Mutually exclusive with market.","visibility":"user-or-llm"},"sizeThreshold":{"type":"string","required":false,"description":"Minimum position size threshold (default: 1)","visibility":"user-or-llm"},"redeemable":{"type":"string","required":false,"description":"Filter for redeemable positions only (true/false)","visibility":"user-or-llm"},"mergeable":{"type":"string","required":false,"description":"Filter for mergeable positions only (true/false)","visibility":"user-or-llm"},"sortBy":{"type":"string","required":false,"description":"Sort field (TOKENS, CURRENT, INITIAL, CASHPNL, PERCENTPNL, TITLE, RESOLVING, PRICE, AVGPRICE)","visibility":"user-or-llm"},"sortDirection":{"type":"string","required":false,"description":"Sort direction (ASC or DESC)","visibility":"user-or-llm"},"title":{"type":"string","required":false,"description":"Search filter by title","visibility":"user-or-llm"},"limit":{"type":"string","required":false,"description":"Number of results per page (e.g., \\"25\\").","visibility":"user-or-llm"},"offset":{"type":"string","required":false,"description":"Number of results to skip for pagination (e.g., \\"50\\").","visibility":"user-or-llm"}}},"polymarket_get_price":{"id":"polymarket_get_price","name":"Get Price from Polymarket","description":"Retrieve the market price for a specific token and side","version":"1.0.0","params":{"tokenId":{"type":"string","required":true,"description":"The CLOB token ID from market clobTokenIds array (e.g., \\"71321045679252212594626385532706912750332728571942532289631379312455583992563\\").","visibility":"user-or-llm"},"side":{"type":"string","required":true,"description":"Order side: \\"buy\\" or \\"sell\\".","visibility":"user-or-llm"}}},"polymarket_get_price_history":{"id":"polymarket_get_price_history","name":"Get Price History from Polymarket","description":"Retrieve historical price data for a specific market token","version":"1.0.0","params":{"tokenId":{"type":"string","required":true,"description":"The CLOB token ID from market clobTokenIds array (e.g., \\"71321045679252212594626385532706912750332728571942532289631379312455583992563\\").","visibility":"user-or-llm"},"interval":{"type":"string","required":false,"description":"Duration ending at current time (1m, 1h, 6h, 1d, 1w, max). Mutually exclusive with startTs/endTs.","visibility":"user-or-llm"},"fidelity":{"type":"number","required":false,"description":"Data resolution in minutes (e.g., 60 for hourly)","visibility":"user-or-llm"},"startTs":{"type":"number","required":false,"description":"Start timestamp (Unix seconds UTC)","visibility":"user-or-llm"},"endTs":{"type":"number","required":false,"description":"End timestamp (Unix seconds UTC)","visibility":"user-or-llm"}}},"polymarket_get_series":{"id":"polymarket_get_series","name":"Get Series from Polymarket","description":"Retrieve series (related market groups) from Polymarket","version":"1.0.0","params":{"limit":{"type":"string","required":false,"description":"Number of results per page (e.g., \\"25\\"). Max: 50.","visibility":"user-or-llm"},"offset":{"type":"string","required":false,"description":"Number of results to skip for pagination (e.g., \\"50\\").","visibility":"user-or-llm"}}},"polymarket_get_series_by_id":{"id":"polymarket_get_series_by_id","name":"Get Series by ID from Polymarket","description":"Retrieve a specific series (related market group) by ID from Polymarket","version":"1.0.0","params":{"seriesId":{"type":"string","required":true,"description":"The numeric series ID (e.g., \\"12345\\").","visibility":"user-or-llm"}}},"polymarket_get_spread":{"id":"polymarket_get_spread","name":"Get Spread from Polymarket","description":"Retrieve the bid-ask spread for a specific token","version":"1.0.0","params":{"tokenId":{"type":"string","required":true,"description":"The CLOB token ID from market clobTokenIds array (e.g., \\"71321045679252212594626385532706912750332728571942532289631379312455583992563\\").","visibility":"user-or-llm"}}},"polymarket_get_tags":{"id":"polymarket_get_tags","name":"Get Tags from Polymarket","description":"Retrieve available tags for filtering markets from Polymarket","version":"1.0.0","params":{"limit":{"type":"string","required":false,"description":"Number of results per page (e.g., \\"25\\"). Max: 50.","visibility":"user-or-llm"},"offset":{"type":"string","required":false,"description":"Number of results to skip for pagination (e.g., \\"50\\").","visibility":"user-or-llm"}}},"polymarket_get_tick_size":{"id":"polymarket_get_tick_size","name":"Get Tick Size from Polymarket","description":"Retrieve the minimum tick size for a specific token","version":"1.0.0","params":{"tokenId":{"type":"string","required":true,"description":"The CLOB token ID from market clobTokenIds array (e.g., \\"71321045679252212594626385532706912750332728571942532289631379312455583992563\\").","visibility":"user-or-llm"}}},"polymarket_get_trades":{"id":"polymarket_get_trades","name":"Get Trades from Polymarket","description":"Retrieve trade history from Polymarket","version":"1.0.0","params":{"user":{"type":"string","required":false,"description":"User wallet address to filter trades","visibility":"user-or-llm"},"market":{"type":"string","required":false,"description":"Market/condition ID to filter trades (e.g., \\"0x1234...abcd\\"). Mutually exclusive with eventId.","visibility":"user-or-llm"},"eventId":{"type":"string","required":false,"description":"Event ID to filter trades (e.g., \\"12345\\"). Mutually exclusive with market.","visibility":"user-or-llm"},"side":{"type":"string","required":false,"description":"Trade direction filter (BUY or SELL)","visibility":"user-or-llm"},"takerOnly":{"type":"string","required":false,"description":"Filter for taker trades only (true/false, default: true)","visibility":"user-or-llm"},"filterType":{"type":"string","required":false,"description":"Filter type (CASH or TOKENS) - requires filterAmount","visibility":"user-or-llm"},"filterAmount":{"type":"string","required":false,"description":"Filter amount threshold - requires filterType","visibility":"user-or-llm"},"limit":{"type":"string","required":false,"description":"Number of results per page (e.g., \\"50\\"). Default: 100, max: 10000.","visibility":"user-or-llm"},"offset":{"type":"string","required":false,"description":"Number of results to skip for pagination (e.g., \\"100\\").","visibility":"user-or-llm"}}},"polymarket_search":{"id":"polymarket_search","name":"Search Polymarket","description":"Search for markets, events, and profiles on Polymarket","version":"1.0.0","params":{"query":{"type":"string","required":true,"description":"Search query term (e.g., \\"presidential election\\", \\"bitcoin price\\").","visibility":"user-or-llm"},"limit":{"type":"string","required":false,"description":"Maximum number of results per type (events, tags, profiles). Default: 50.","visibility":"user-or-llm"},"page":{"type":"string","required":false,"description":"Page number for pagination (e.g., \\"2\\"). 1-indexed.","visibility":"user-or-llm"},"cache":{"type":"string","required":false,"description":"Enable caching (true/false)","visibility":"user-or-llm"},"eventsStatus":{"type":"string","required":false,"description":"Filter events by status","visibility":"user-or-llm"},"eventsTag":{"type":"string","required":false,"description":"Filter by event tags (comma-separated)","visibility":"user-or-llm"},"sort":{"type":"string","required":false,"description":"Sort field","visibility":"user-or-llm"},"ascending":{"type":"string","required":false,"description":"Sort direction (true for ascending, false for descending)","visibility":"user-or-llm"},"searchTags":{"type":"string","required":false,"description":"Include tags in search results (true/false)","visibility":"user-or-llm"},"searchProfiles":{"type":"string","required":false,"description":"Include profiles in search results (true/false)","visibility":"user-or-llm"},"recurrence":{"type":"string","required":false,"description":"Filter by recurrence type","visibility":"user-or-llm"},"excludeTagId":{"type":"string","required":false,"description":"Exclude events with these tag IDs (comma-separated)","visibility":"user-or-llm"},"keepClosedMarkets":{"type":"string","required":false,"description":"Include closed markets in results (0 or 1)","visibility":"user-or-llm"}}},"postgresql_delete":{"id":"postgresql_delete","name":"PostgreSQL Delete","description":"Delete data from PostgreSQL database","version":"1.0","params":{"host":{"type":"string","required":true,"visibility":"user-only","description":"PostgreSQL server hostname or IP address"},"port":{"type":"number","required":true,"visibility":"user-only","description":"PostgreSQL server port (default: 5432)"},"database":{"type":"string","required":true,"visibility":"user-only","description":"Database name to connect to"},"username":{"type":"string","required":true,"visibility":"user-only","description":"Database username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"Database password"},"ssl":{"type":"string","required":false,"visibility":"user-only","description":"SSL connection mode (disabled, required, preferred)"},"table":{"type":"string","required":true,"visibility":"user-or-llm","description":"Table name to delete data from"},"where":{"type":"string","required":true,"visibility":"user-or-llm","description":"WHERE clause condition (without WHERE keyword)"}}},"postgresql_execute":{"id":"postgresql_execute","name":"PostgreSQL Execute","description":"Execute raw SQL query on PostgreSQL database","version":"1.0","params":{"host":{"type":"string","required":true,"visibility":"user-only","description":"PostgreSQL server hostname or IP address"},"port":{"type":"number","required":true,"visibility":"user-only","description":"PostgreSQL server port (default: 5432)"},"database":{"type":"string","required":true,"visibility":"user-only","description":"Database name to connect to"},"username":{"type":"string","required":true,"visibility":"user-only","description":"Database username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"Database password"},"ssl":{"type":"string","required":false,"visibility":"user-only","description":"SSL connection mode (disabled, required, preferred)"},"query":{"type":"string","required":true,"visibility":"user-or-llm","description":"Raw SQL query to execute"}}},"postgresql_insert":{"id":"postgresql_insert","name":"PostgreSQL Insert","description":"Insert data into PostgreSQL database","version":"1.0","params":{"host":{"type":"string","required":true,"visibility":"user-only","description":"PostgreSQL server hostname or IP address"},"port":{"type":"number","required":true,"visibility":"user-only","description":"PostgreSQL server port (default: 5432)"},"database":{"type":"string","required":true,"visibility":"user-only","description":"Database name to connect to"},"username":{"type":"string","required":true,"visibility":"user-only","description":"Database username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"Database password"},"ssl":{"type":"string","required":false,"visibility":"user-only","description":"SSL connection mode (disabled, required, preferred)"},"table":{"type":"string","required":true,"visibility":"user-or-llm","description":"Table name to insert data into"},"data":{"type":"object","required":true,"visibility":"user-or-llm","description":"Data object to insert (key-value pairs)"}}},"postgresql_introspect":{"id":"postgresql_introspect","name":"PostgreSQL Introspect","description":"Introspect PostgreSQL database schema to retrieve table structures, columns, and relationships","version":"1.0","params":{"host":{"type":"string","required":true,"visibility":"user-only","description":"PostgreSQL server hostname or IP address"},"port":{"type":"number","required":true,"visibility":"user-only","description":"PostgreSQL server port (default: 5432)"},"database":{"type":"string","required":true,"visibility":"user-only","description":"Database name to connect to"},"username":{"type":"string","required":true,"visibility":"user-only","description":"Database username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"Database password"},"ssl":{"type":"string","required":false,"visibility":"user-only","description":"SSL connection mode (disabled, required, preferred)"},"schema":{"type":"string","required":false,"visibility":"user-or-llm","description":"Schema to introspect (default: public)"}}},"postgresql_query":{"id":"postgresql_query","name":"PostgreSQL Query","description":"Execute a SELECT query on PostgreSQL database","version":"1.0","params":{"host":{"type":"string","required":true,"visibility":"user-only","description":"PostgreSQL server hostname or IP address"},"port":{"type":"number","required":true,"visibility":"user-only","description":"PostgreSQL server port (default: 5432)"},"database":{"type":"string","required":true,"visibility":"user-only","description":"Database name to connect to"},"username":{"type":"string","required":true,"visibility":"user-only","description":"Database username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"Database password"},"ssl":{"type":"string","required":false,"visibility":"user-only","description":"SSL connection mode (disabled, required, preferred)"},"query":{"type":"string","required":true,"visibility":"user-or-llm","description":"SQL SELECT query to execute"}}},"postgresql_update":{"id":"postgresql_update","name":"PostgreSQL Update","description":"Update data in PostgreSQL database","version":"1.0","params":{"host":{"type":"string","required":true,"visibility":"user-only","description":"PostgreSQL server hostname or IP address"},"port":{"type":"number","required":true,"visibility":"user-only","description":"PostgreSQL server port (default: 5432)"},"database":{"type":"string","required":true,"visibility":"user-only","description":"Database name to connect to"},"username":{"type":"string","required":true,"visibility":"user-only","description":"Database username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"Database password"},"ssl":{"type":"string","required":false,"visibility":"user-only","description":"SSL connection mode (disabled, required, preferred)"},"table":{"type":"string","required":true,"visibility":"user-or-llm","description":"Table name to update data in"},"data":{"type":"object","required":true,"visibility":"user-or-llm","description":"Data object with fields to update (key-value pairs)"},"where":{"type":"string","required":true,"visibility":"user-or-llm","description":"WHERE clause condition (without WHERE keyword)"}}},"posthog_batch_events":{"id":"posthog_batch_events","name":"PostHog Batch Events","description":"Capture multiple events at once in PostHog. Use this for bulk event ingestion to improve performance.","version":"1.0.0","params":{"projectApiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Project API Key (public token for event ingestion)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"PostHog region: us (default) or eu","default":"us"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"batch":{"type":"string","required":true,"visibility":"user-or-llm","description":"JSON array of events to capture. Each event should have: event, distinct_id, and optional properties, timestamp. Example: [{\\"event\\": \\"page_view\\", \\"distinct_id\\": \\"user123\\", \\"properties\\": {\\"page\\": \\"/\\"}}]"}}},"posthog_capture_event":{"id":"posthog_capture_event","name":"PostHog Capture Event","description":"Capture a single event in PostHog. Use this to track user actions, page views, or custom events.","version":"1.0.0","params":{"projectApiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Project API Key (public token for event ingestion)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"PostHog region: us (default) or eu","default":"us"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"event":{"type":"string","required":true,"visibility":"user-or-llm","description":"The name of the event to capture (e.g., \\"page_view\\", \\"button_clicked\\")"},"distinctId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Unique identifier for the user or device (e.g., \\"user123\\", email, or device UUID)"},"properties":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON string of event properties (e.g., {\\"button_name\\": \\"signup\\", \\"page\\": \\"homepage\\"})"},"timestamp":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO 8601 timestamp for when the event occurred. If not provided, uses current time"}}},"posthog_create_annotation":{"id":"posthog_create_annotation","name":"PostHog Create Annotation","description":"Create a new annotation in PostHog. Mark important events on your graphs with date and description.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The PostHog project ID (e.g., \\"12345\\" or project UUID)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"PostHog cloud region: \\"us\\" or \\"eu\\" (default: \\"us\\")","default":"us"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"content":{"type":"string","required":true,"visibility":"user-or-llm","description":"Content/text of the annotation"},"date_marker":{"type":"string","required":true,"visibility":"user-or-llm","description":"ISO timestamp marking when the annotation applies (e.g., \\"2024-01-15T10:00:00Z\\")"},"scope":{"type":"string","required":false,"visibility":"user-or-llm","description":"Scope of the annotation: \\"project\\", \\"organization\\", \\"dashboard\\", or \\"dashboard_item\\" (default: \\"project\\")"},"dashboard_item":{"type":"string","required":false,"visibility":"user-or-llm","description":"ID of the dashboard tile (insight) to attach this annotation to (used when scope is \\"dashboard_item\\")"},"dashboard_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"ID of the dashboard to attach this annotation to (used when scope is \\"dashboard\\")"}}},"posthog_create_cohort":{"id":"posthog_create_cohort","name":"PostHog Create Cohort","description":"Create a new cohort in PostHog. Requires cohort name and filter or query configuration.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The PostHog project ID (e.g., \\"12345\\" or project UUID)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"PostHog cloud region: \\"us\\" or \\"eu\\" (default: \\"us\\")","default":"us"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Name for the cohort (optional - PostHog will use \\"Untitled cohort\\" if not provided)"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Description of the cohort"},"filters":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON string of filter configuration for the cohort"},"query":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON string of query configuration for the cohort"},"is_static":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the cohort is static (default: false)","default":false},"groups":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON string of groups that define the cohort"}}},"posthog_create_dashboard":{"id":"posthog_create_dashboard","name":"PostHog Create Dashboard","description":"Create a new dashboard in PostHog. Optionally seed it from a built-in template, then attach insights to it afterward.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The PostHog project ID (e.g., \\"12345\\" or project UUID)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"PostHog cloud region: \\"us\\" or \\"eu\\" (default: \\"us\\")","default":"us"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name for the new dashboard"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Description of the dashboard"},"pinned":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to pin the dashboard to the sidebar"},"tags":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of tags for the dashboard"},"useTemplate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Name of a built-in PostHog dashboard template to seed this dashboard from (e.g., \\"Product analytics\\")"}}},"posthog_create_experiment":{"id":"posthog_create_experiment","name":"PostHog Create Experiment","description":"Create a new experiment in PostHog","version":"1.0.0","params":{"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The PostHog project ID (e.g., \\"12345\\" or project UUID)"},"region":{"type":"string","required":true,"visibility":"user-only","description":"PostHog cloud region: us or eu"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Experiment name"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Experiment description"},"featureFlagKey":{"type":"string","required":true,"visibility":"user-or-llm","description":"Feature flag key to use for the experiment"},"parameters":{"type":"string","required":false,"visibility":"user-or-llm","description":"Experiment parameters as JSON string"},"filters":{"type":"string","required":false,"visibility":"user-or-llm","description":"Experiment filters as JSON string"},"startDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Experiment start date (ISO format)"},"endDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Experiment end date (ISO format)"}}},"posthog_create_feature_flag":{"id":"posthog_create_feature_flag","name":"PostHog Create Feature Flag","description":"Create a new feature flag in PostHog","version":"1.0.0","params":{"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The PostHog project ID (e.g., \\"12345\\" or project UUID)"},"region":{"type":"string","required":true,"visibility":"user-only","description":"PostHog cloud region: us or eu"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Feature flag name (optional - can be empty)"},"key":{"type":"string","required":true,"visibility":"user-or-llm","description":"Feature flag key (unique identifier)"},"filters":{"type":"string","required":false,"visibility":"user-or-llm","description":"Feature flag filters as JSON string"},"active":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the flag is active (default: true)","default":true},"ensureExperienceContinuity":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to ensure experience continuity (default: false)","default":false},"rolloutPercentage":{"type":"number","required":false,"visibility":"user-or-llm","description":"Rollout percentage (0-100)"}}},"posthog_create_insight":{"id":"posthog_create_insight","name":"PostHog Create Insight","description":"Create a new insight in PostHog. Requires insight name and a query configuration.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The PostHog project ID (e.g., \\"12345\\" or project UUID)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"PostHog cloud region: \\"us\\" or \\"eu\\" (default: \\"us\\")","default":"us"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Name for the insight (optional - PostHog will generate a derived name if not provided)"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Description of the insight"},"query":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON string of query configuration for the insight"},"dashboards":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of dashboard IDs to add this insight to"},"tags":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of tags for the insight"}}},"posthog_create_survey":{"id":"posthog_create_survey","name":"PostHog Create Survey","description":"Create a new survey in PostHog. Supports question types: Basic (open), Link, Rating, and Multiple Choice.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PostHog Project ID (e.g., \\"12345\\" or project UUID)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"PostHog cloud region: us or eu (default: us)","default":"us"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Survey name"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Survey description"},"type":{"type":"string","required":false,"visibility":"user-or-llm","description":"Survey type: popover (in-app) or api (custom implementation) (default: popover)","default":"popover"},"questions":{"type":"string","required":true,"visibility":"user-or-llm","description":"JSON string of survey questions array. Each question must have type (open/link/rating/multiple_choice) and question text. Rating questions can have scale (1-10), lowerBoundLabel, upperBoundLabel. Multiple choice questions need choices array. Link questions can have buttonText."},"startDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Survey start date in ISO 8601 format"},"endDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Survey end date in ISO 8601 format"},"appearance":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON string of appearance configuration (colors, position, etc.)"},"conditions":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON string of display conditions (URL matching, etc.)"},"targetingFlagFilters":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON string of feature flag filters for targeting"},"linkedFlagId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Feature flag ID to link to this survey"},"responsesLimit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of responses to collect"}}},"posthog_delete_feature_flag":{"id":"posthog_delete_feature_flag","name":"PostHog Delete Feature Flag","description":"Delete a feature flag from PostHog","version":"1.0.0","params":{"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The PostHog project ID (e.g., \\"12345\\" or project UUID)"},"flagId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The feature flag ID to delete (e.g., \\"42\\")"},"region":{"type":"string","required":true,"visibility":"user-only","description":"PostHog cloud region: us or eu"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"}}},"posthog_delete_person":{"id":"posthog_delete_person","name":"PostHog Delete Person","description":"Delete a person from PostHog. This will remove all associated events and data. Use with caution.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key (for authenticated API access)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"PostHog region: us (default) or eu","default":"us"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PostHog Project ID (e.g., \\"12345\\" or project UUID)"},"personId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Person ID or UUID to delete (e.g., \\"01234567-89ab-cdef-0123-456789abcdef\\")"}}},"posthog_delete_survey":{"id":"posthog_delete_survey","name":"PostHog Delete Survey","description":"Delete a survey from PostHog. Use this to remove expired or unused surveys.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PostHog Project ID (e.g., \\"12345\\" or project UUID)"},"surveyId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Survey ID to delete (e.g., \\"01234567-89ab-cdef-0123-456789abcdef\\")"},"region":{"type":"string","required":false,"visibility":"user-only","description":"PostHog cloud region: us or eu (default: us)","default":"us"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."}}},"posthog_evaluate_flags":{"id":"posthog_evaluate_flags","name":"PostHog Evaluate Feature Flags","description":"Evaluate feature flags for a specific user or group. This is a public endpoint that uses the project API key.","version":"1.0.0","params":{"region":{"type":"string","required":true,"visibility":"user-only","description":"PostHog cloud region: us or eu"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"projectApiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Project API Key (not personal API key)"},"distinctId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The distinct ID of the user to evaluate flags for (e.g., \\"user123\\" or email)"},"groups":{"type":"string","required":false,"visibility":"user-or-llm","description":"Groups as JSON string (e.g., {\\"company\\": \\"company_id_in_your_db\\"})"},"personProperties":{"type":"string","required":false,"visibility":"user-or-llm","description":"Person properties as JSON string"},"groupProperties":{"type":"string","required":false,"visibility":"user-or-llm","description":"Group properties as JSON string"}}},"posthog_get_cohort":{"id":"posthog_get_cohort","name":"PostHog Get Cohort","description":"Get a specific cohort by ID from PostHog. Returns detailed cohort definition, filters, and user count.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The PostHog project ID (e.g., \\"12345\\" or project UUID)"},"cohortId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The cohort ID to retrieve (e.g., \\"42\\")"},"region":{"type":"string","required":false,"visibility":"user-only","description":"PostHog cloud region: \\"us\\" or \\"eu\\" (default: \\"us\\")","default":"us"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."}}},"posthog_get_dashboard":{"id":"posthog_get_dashboard","name":"PostHog Get Dashboard","description":"Get a specific dashboard by ID from PostHog. Returns detailed dashboard configuration, tiles, and metadata.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The PostHog project ID (e.g., \\"12345\\" or project UUID)"},"dashboardId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The dashboard ID to retrieve (e.g., \\"42\\")"},"region":{"type":"string","required":false,"visibility":"user-only","description":"PostHog cloud region: \\"us\\" or \\"eu\\" (default: \\"us\\")","default":"us"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."}}},"posthog_get_event_definition":{"id":"posthog_get_event_definition","name":"PostHog Get Event Definition","description":"Get details of a specific event definition in PostHog. Returns comprehensive information about the event including metadata, usage statistics, and verification status.","version":"1.0.0","params":{"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PostHog Project ID (e.g., \\"12345\\" or project UUID)"},"eventDefinitionId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Event Definition ID to retrieve"},"region":{"type":"string","required":true,"visibility":"user-only","description":"PostHog cloud region: us or eu"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"}}},"posthog_get_experiment":{"id":"posthog_get_experiment","name":"PostHog Get Experiment","description":"Get details of a specific experiment","version":"1.0.0","params":{"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The PostHog project ID (e.g., \\"12345\\" or project UUID)"},"experimentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The experiment ID (e.g., \\"42\\")"},"region":{"type":"string","required":true,"visibility":"user-only","description":"PostHog cloud region: us or eu"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"}}},"posthog_get_feature_flag":{"id":"posthog_get_feature_flag","name":"PostHog Get Feature Flag","description":"Get details of a specific feature flag","version":"1.0.0","params":{"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The PostHog project ID (e.g., \\"12345\\" or project UUID)"},"flagId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The feature flag ID (e.g., \\"42\\")"},"region":{"type":"string","required":true,"visibility":"user-only","description":"PostHog cloud region: us or eu"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"}}},"posthog_get_insight":{"id":"posthog_get_insight","name":"PostHog Get Insight","description":"Get a specific insight by ID from PostHog. Returns detailed insight configuration and metadata.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The PostHog project ID (e.g., \\"12345\\" or project UUID)"},"insightId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The insight ID to retrieve (e.g., \\"42\\" or short ID like \\"abc123\\")"},"region":{"type":"string","required":false,"visibility":"user-only","description":"PostHog cloud region: \\"us\\" or \\"eu\\" (default: \\"us\\")","default":"us"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."}}},"posthog_get_organization":{"id":"posthog_get_organization","name":"PostHog Get Organization","description":"Get detailed information about a specific organization by ID. Returns comprehensive organization settings, features, usage, and team information.","version":"1.0.0","params":{"organizationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Organization ID (e.g., \\"01234567-89ab-cdef-0123-456789abcdef\\")"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"region":{"type":"string","required":false,"visibility":"user-only","description":"Cloud region: us or eu (default: us)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."}}},"posthog_get_person":{"id":"posthog_get_person","name":"PostHog Get Person","description":"Get detailed information about a specific person in PostHog by their ID or UUID.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key (for authenticated API access)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"PostHog region: us (default) or eu","default":"us"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PostHog Project ID (e.g., \\"12345\\" or project UUID)"},"personId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Person ID or UUID to retrieve (e.g., \\"01234567-89ab-cdef-0123-456789abcdef\\")"}}},"posthog_get_project":{"id":"posthog_get_project","name":"PostHog Get Project","description":"Get detailed information about a specific project by ID. Returns comprehensive project configuration, settings, and feature flags.","version":"1.0.0","params":{"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Project ID (e.g., \\"12345\\" or project UUID)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"region":{"type":"string","required":false,"visibility":"user-only","description":"Cloud region: us or eu (default: us)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."}}},"posthog_get_property_definition":{"id":"posthog_get_property_definition","name":"PostHog Get Property Definition","description":"Get details of a specific property definition in PostHog. Returns comprehensive information about the property including metadata, type, usage statistics, and verification status.","version":"1.0.0","params":{"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PostHog Project ID (e.g., \\"12345\\" or project UUID)"},"propertyDefinitionId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Property Definition ID to retrieve"},"region":{"type":"string","required":true,"visibility":"user-only","description":"PostHog cloud region: us or eu"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"}}},"posthog_get_session_recording":{"id":"posthog_get_session_recording","name":"PostHog Get Session Recording","description":"Get details of a specific session recording in PostHog by ID.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PostHog Project ID (e.g., \\"12345\\" or project UUID)"},"recordingId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Session recording ID to retrieve (e.g., \\"01234567-89ab-cdef-0123-456789abcdef\\")"},"region":{"type":"string","required":false,"visibility":"user-only","description":"PostHog cloud region: us or eu (default: us)","default":"us"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."}}},"posthog_get_survey":{"id":"posthog_get_survey","name":"PostHog Get Survey","description":"Get details of a specific survey in PostHog by ID.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PostHog Project ID (e.g., \\"12345\\" or project UUID)"},"surveyId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Survey ID to retrieve (e.g., \\"01234567-89ab-cdef-0123-456789abcdef\\")"},"region":{"type":"string","required":false,"visibility":"user-only","description":"PostHog cloud region: us or eu (default: us)","default":"us"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."}}},"posthog_list_actions":{"id":"posthog_list_actions","name":"PostHog List Actions","description":"List all actions in a PostHog project. Returns action definitions, steps, and metadata.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The PostHog project ID (e.g., \\"12345\\" or project UUID)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"PostHog cloud region: \\"us\\" or \\"eu\\" (default: \\"us\\")","default":"us"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to return per page (default: 100, e.g., 10, 50, 100)"},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to skip for pagination (e.g., 0, 100, 200)"},"search":{"type":"string","required":false,"visibility":"user-or-llm","description":"Search term to filter actions by name"}}},"posthog_list_annotations":{"id":"posthog_list_annotations","name":"PostHog List Annotations","description":"List all annotations in a PostHog project. Returns annotation content, timestamps, and associated insights.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The PostHog project ID (e.g., \\"12345\\" or project UUID)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"PostHog cloud region: \\"us\\" or \\"eu\\" (default: \\"us\\")","default":"us"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to return per page (default: 100, e.g., 10, 50, 100)"},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to skip for pagination (e.g., 0, 100, 200)"}}},"posthog_list_cohorts":{"id":"posthog_list_cohorts","name":"PostHog List Cohorts","description":"List all cohorts in a PostHog project. Returns cohort definitions, filters, and user counts.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The PostHog project ID (e.g., \\"12345\\" or project UUID)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"PostHog cloud region: \\"us\\" or \\"eu\\" (default: \\"us\\")","default":"us"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to return per page (default: 100, e.g., 10, 50, 100)"},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to skip for pagination (e.g., 0, 100, 200)"}}},"posthog_list_dashboards":{"id":"posthog_list_dashboards","name":"PostHog List Dashboards","description":"List all dashboards in a PostHog project. Returns dashboard configurations, tiles, and metadata.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The PostHog project ID (e.g., \\"12345\\" or project UUID)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"PostHog cloud region: \\"us\\" or \\"eu\\" (default: \\"us\\")","default":"us"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to return per page (default: 100, e.g., 10, 50, 100)"},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to skip for pagination (e.g., 0, 100, 200)"}}},"posthog_list_event_definitions":{"id":"posthog_list_event_definitions","name":"PostHog List Event Definitions","description":"List all event definitions in a PostHog project. Event definitions represent tracked events with metadata like descriptions, tags, and usage statistics.","version":"1.0.0","params":{"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PostHog Project ID (e.g., \\"12345\\" or project UUID)"},"region":{"type":"string","required":true,"visibility":"user-only","description":"PostHog cloud region: us or eu"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to return per page (default: 100, e.g., 10, 50, 100)"},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"The initial index from which to return results (e.g., 0, 100, 200)"},"search":{"type":"string","required":false,"visibility":"user-or-llm","description":"Search term to filter event definitions by name"}}},"posthog_list_experiments":{"id":"posthog_list_experiments","name":"PostHog List Experiments","description":"List all experiments in a PostHog project","version":"1.0.0","params":{"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The PostHog project ID (e.g., \\"12345\\" or project UUID)"},"region":{"type":"string","required":true,"visibility":"user-only","description":"PostHog cloud region: us or eu"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to return (e.g., 10, 50, 100)"},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to skip for pagination (e.g., 0, 100, 200)"}}},"posthog_list_feature_flags":{"id":"posthog_list_feature_flags","name":"PostHog List Feature Flags","description":"List all feature flags in a PostHog project","version":"1.0.0","params":{"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The PostHog project ID (e.g., \\"12345\\" or project UUID)"},"region":{"type":"string","required":true,"visibility":"user-only","description":"PostHog cloud region: us or eu"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to return (e.g., 10, 50, 100)"},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to skip for pagination (e.g., 0, 100, 200)"}}},"posthog_list_insights":{"id":"posthog_list_insights","name":"PostHog List Insights","description":"List all insights in a PostHog project. Returns insight configurations and metadata.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The PostHog project ID (e.g., \\"12345\\" or project UUID)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"PostHog cloud region: \\"us\\" or \\"eu\\" (default: \\"us\\")","default":"us"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to return per page (default: 100, e.g., 10, 50, 100)"},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to skip for pagination (e.g., 0, 100, 200)"}}},"posthog_list_organizations":{"id":"posthog_list_organizations","name":"PostHog List Organizations","description":"List all organizations the user has access to. Returns organization details including name, slug, membership level, and available product features.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"region":{"type":"string","required":false,"visibility":"user-only","description":"Cloud region: us or eu (default: us)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."}}},"posthog_list_persons":{"id":"posthog_list_persons","name":"PostHog List Persons","description":"List persons (users) in PostHog. Returns user profiles with their properties and distinct IDs.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key (for authenticated API access)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"PostHog region: us (default) or eu","default":"us"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PostHog Project ID (e.g., \\"12345\\" or project UUID)"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of persons to return (default: 100, max: 100)","default":100},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of persons to skip for pagination (e.g., 0, 100, 200)"},"search":{"type":"string","required":false,"visibility":"user-or-llm","description":"Search persons by email, name, or distinct ID"},"distinctId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by specific distinct_id"}}},"posthog_list_projects":{"id":"posthog_list_projects","name":"PostHog List Projects","description":"List all projects in the organization. Returns project details including IDs, names, API tokens, and settings. Useful for getting project IDs needed by other endpoints.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"region":{"type":"string","required":false,"visibility":"user-only","description":"Cloud region: us or eu (default: us)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."}}},"posthog_list_property_definitions":{"id":"posthog_list_property_definitions","name":"PostHog List Property Definitions","description":"List all property definitions in a PostHog project. Property definitions represent tracked properties with metadata like descriptions, tags, types, and usage statistics.","version":"1.0.0","params":{"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PostHog Project ID (e.g., \\"12345\\" or project UUID)"},"region":{"type":"string","required":true,"visibility":"user-only","description":"PostHog cloud region: us or eu"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to return per page (default: 100, e.g., 10, 50, 100)"},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"The initial index from which to return results (e.g., 0, 100, 200)"},"search":{"type":"string","required":false,"visibility":"user-or-llm","description":"Search term to filter property definitions by name"},"type":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by property type: event, person, or group"}}},"posthog_list_recording_playlists":{"id":"posthog_list_recording_playlists","name":"PostHog List Recording Playlists","description":"List session recording playlists in a PostHog project. Playlists allow you to organize and curate session recordings.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PostHog Project ID (e.g., \\"12345\\" or project UUID)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"PostHog cloud region: us or eu (default: us)","default":"us"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to return (default: 100, e.g., 10, 50, 100)"},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to skip for pagination (e.g., 0, 100, 200)"}}},"posthog_list_session_recordings":{"id":"posthog_list_session_recordings","name":"PostHog List Session Recordings","description":"List session recordings in a PostHog project. Session recordings capture user interactions with your application.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PostHog Project ID (e.g., \\"12345\\" or project UUID)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"PostHog cloud region: us or eu (default: us)","default":"us"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to return (default: 50, e.g., 10, 25, 50)"},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to skip for pagination (e.g., 0, 50, 100)"}}},"posthog_list_surveys":{"id":"posthog_list_surveys","name":"PostHog List Surveys","description":"List all surveys in a PostHog project. Surveys allow you to collect feedback from users.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PostHog Project ID (e.g., \\"12345\\" or project UUID)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"PostHog cloud region: us or eu (default: us)","default":"us"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to return (default: 100, e.g., 10, 50, 100)"},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to skip for pagination (e.g., 0, 100, 200)"}}},"posthog_query":{"id":"posthog_query","name":"PostHog Query","description":"Execute a HogQL query in PostHog. HogQL is PostHog\'s SQL-like query language for analytics. Use this for advanced data retrieval and analysis.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key (for authenticated API access)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"PostHog region: us (default) or eu","default":"us"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PostHog Project ID (e.g., \\"12345\\" or project UUID)"},"query":{"type":"string","required":true,"visibility":"user-or-llm","description":"HogQL query to execute. Example: {\\"kind\\": \\"HogQLQuery\\", \\"query\\": \\"SELECT event, count() FROM events WHERE timestamp > now() - INTERVAL 1 DAY GROUP BY event\\"}"},"values":{"type":"string","required":false,"visibility":"user-or-llm","description":"Optional JSON string of parameter values for parameterized queries. Example: {\\"user_id\\": \\"123\\"}"}}},"posthog_update_cohort":{"id":"posthog_update_cohort","name":"PostHog Update Cohort","description":"Update an existing cohort in PostHog. Can modify name, description, filters, query, static membership, and deleted status.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The PostHog project ID (e.g., \\"12345\\" or project UUID)"},"cohortId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The cohort ID to update (e.g., \\"42\\")"},"region":{"type":"string","required":false,"visibility":"user-only","description":"PostHog cloud region: \\"us\\" or \\"eu\\" (default: \\"us\\")","default":"us"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Updated name for the cohort"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Updated description of the cohort"},"filters":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON string of updated filter configuration for the cohort"},"query":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON string of updated query configuration for the cohort"},"isStatic":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the cohort is static"},"groups":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON string of updated groups that define the cohort"},"deleted":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Set to true to archive (soft-delete) the cohort"}}},"posthog_update_event_definition":{"id":"posthog_update_event_definition","name":"PostHog Update Event Definition","description":"Update an event definition in PostHog. Can modify description, tags, and verification status to maintain clean event schemas.","version":"1.0.0","params":{"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PostHog Project ID (e.g., \\"12345\\" or project UUID)"},"eventDefinitionId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Event Definition ID to update"},"region":{"type":"string","required":true,"visibility":"user-only","description":"PostHog cloud region: us or eu"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Updated description for the event"},"tags":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of tags to associate with the event"},"verified":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to mark the event as verified"}}},"posthog_update_experiment":{"id":"posthog_update_experiment","name":"PostHog Update Experiment","description":"Update an existing experiment in PostHog. Use this to change dates, archive an experiment, or adjust its parameters and filters.","version":"1.0.0","params":{"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The PostHog project ID (e.g., \\"12345\\" or project UUID)"},"experimentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The experiment ID to update (e.g., \\"42\\")"},"region":{"type":"string","required":false,"visibility":"user-only","description":"PostHog cloud region: us or eu (default: us)","default":"us"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Updated experiment name"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Updated experiment description"},"parameters":{"type":"string","required":false,"visibility":"user-or-llm","description":"Updated experiment parameters as JSON string"},"filters":{"type":"string","required":false,"visibility":"user-or-llm","description":"Updated experiment filters as JSON string"},"startDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Updated start date (ISO 8601). Set this to launch a draft experiment."},"endDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Updated end date (ISO 8601). Set this to conclude a running experiment."},"archived":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to archive the experiment"}}},"posthog_update_feature_flag":{"id":"posthog_update_feature_flag","name":"PostHog Update Feature Flag","description":"Update an existing feature flag in PostHog","version":"1.0.0","params":{"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The PostHog project ID (e.g., \\"12345\\" or project UUID)"},"flagId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The feature flag ID (e.g., \\"42\\")"},"region":{"type":"string","required":true,"visibility":"user-only","description":"PostHog cloud region: us or eu"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Feature flag name"},"key":{"type":"string","required":false,"visibility":"user-or-llm","description":"Feature flag key (unique identifier)"},"filters":{"type":"string","required":false,"visibility":"user-or-llm","description":"Feature flag filters as JSON string"},"active":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the flag is active"},"ensureExperienceContinuity":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to ensure experience continuity"},"rolloutPercentage":{"type":"number","required":false,"visibility":"user-or-llm","description":"Rollout percentage (0-100)"}}},"posthog_update_insight":{"id":"posthog_update_insight","name":"PostHog Update Insight","description":"Update an existing insight in PostHog. Can modify name, description, query, dashboards, tags, and favorited status.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The PostHog project ID (e.g., \\"12345\\" or project UUID)"},"insightId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The insight ID to update (e.g., \\"42\\" or short ID like \\"abc123\\")"},"region":{"type":"string","required":false,"visibility":"user-only","description":"PostHog cloud region: \\"us\\" or \\"eu\\" (default: \\"us\\")","default":"us"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Updated name for the insight"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Updated description for the insight"},"query":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON string of updated query configuration for the insight"},"dashboards":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of dashboard IDs to attach this insight to"},"tags":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of tags for the insight"},"favorited":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to mark the insight as favorited"}}},"posthog_update_property_definition":{"id":"posthog_update_property_definition","name":"PostHog Update Property Definition","description":"Update a property definition in PostHog. Can modify description, tags, property type, and verification status to maintain clean property schemas.","version":"1.0.0","params":{"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PostHog Project ID (e.g., \\"12345\\" or project UUID)"},"propertyDefinitionId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Property Definition ID to update"},"region":{"type":"string","required":true,"visibility":"user-only","description":"PostHog cloud region: us or eu"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Updated description for the property"},"tags":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of tags to associate with the property"},"verified":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to mark the property as verified"},"property_type":{"type":"string","required":false,"visibility":"user-or-llm","description":"The data type of the property (e.g., String, Numeric, Boolean, DateTime, etc.)"}}},"posthog_update_survey":{"id":"posthog_update_survey","name":"PostHog Update Survey","description":"Update an existing survey in PostHog. Can modify questions, appearance, conditions, and other settings.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PostHog Project ID (e.g., \\"12345\\" or project UUID)"},"surveyId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Survey ID to update (e.g., \\"01234567-89ab-cdef-0123-456789abcdef\\")"},"region":{"type":"string","required":false,"visibility":"user-only","description":"PostHog cloud region: us or eu (default: us)","default":"us"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Survey name"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Survey description"},"type":{"type":"string","required":false,"visibility":"user-or-llm","description":"Survey type: popover or api"},"questions":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON string of survey questions array. Each question must have type (open/link/rating/multiple_choice) and question text."},"startDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Survey start date in ISO 8601 format"},"endDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Survey end date in ISO 8601 format"},"appearance":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON string of appearance configuration (colors, position, etc.)"},"conditions":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON string of display conditions (URL matching, etc.)"},"targetingFlagFilters":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON string of feature flag filters for targeting"},"linkedFlagId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Feature flag ID to link to this survey"},"responsesLimit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of responses to collect"},"archived":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Archive or unarchive the survey"}}},"profound_bot_logs":{"id":"profound_bot_logs","name":"Profound Bot Logs","description":"Get identified bot visit logs with filters for a domain in Profound","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Profound API Key"},"domain":{"type":"string","required":true,"visibility":"user-or-llm","description":"Domain to query bot logs for (e.g. example.com)"},"startDate":{"type":"string","required":true,"visibility":"user-or-llm","description":"Start date (YYYY-MM-DD or ISO 8601)"},"endDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"End date (YYYY-MM-DD or ISO 8601). Defaults to now"},"dimensions":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated dimensions: timestamp, method, host, path, status_code, ip, user_agent, referer, bytes_sent, duration_ms, query_params, bot_name, bot_provider, bot_types"},"filters":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON array of filter objects, e.g. [{\\"field\\":\\"bot_name\\",\\"operator\\":\\"is\\",\\"value\\":\\"GPTBot\\"}]"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of results (default 10000, max 50000)"}}},"profound_bots_report":{"id":"profound_bots_report","name":"Profound Bots Report","description":"Query bot traffic report with hourly granularity for a domain in Profound","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Profound API Key"},"domain":{"type":"string","required":true,"visibility":"user-or-llm","description":"Domain to query bot traffic for (e.g. example.com)"},"startDate":{"type":"string","required":true,"visibility":"user-or-llm","description":"Start date (YYYY-MM-DD or ISO 8601)"},"endDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"End date (YYYY-MM-DD or ISO 8601). Defaults to now"},"metrics":{"type":"string","required":true,"visibility":"user-or-llm","description":"Comma-separated metrics: count, citations, indexing, training, last_visit"},"dimensions":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated dimensions: date, hour, path, bot_name, bot_provider, bot_type"},"dateInterval":{"type":"string","required":false,"visibility":"user-or-llm","description":"Date interval: hour, day, week, month, year"},"filters":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON array of filter objects, e.g. [{\\"field\\":\\"bot_name\\",\\"operator\\":\\"is\\",\\"value\\":\\"GPTBot\\"}]"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of results (default 10000, max 50000)"}}},"profound_category_assets":{"id":"profound_category_assets","name":"Profound Category Assets","description":"List assets (companies/brands) for a specific category in Profound","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Profound API Key"},"categoryId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Category ID (UUID)"}}},"profound_category_personas":{"id":"profound_category_personas","name":"Profound Category Personas","description":"List personas for a specific category in Profound","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Profound API Key"},"categoryId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Category ID (UUID)"}}},"profound_category_prompts":{"id":"profound_category_prompts","name":"Profound Category Prompts","description":"List prompts for a specific category in Profound","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Profound API Key"},"categoryId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Category ID (UUID)"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of results (default 10000, max 10000)"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor from previous response"},"orderDir":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort direction: asc or desc (default desc)"},"promptType":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated prompt types to filter: visibility, sentiment"},"topicId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated topic IDs (UUIDs) to filter by"},"tagId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated tag IDs (UUIDs) to filter by"},"regionId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated region IDs (UUIDs) to filter by"},"platformId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated platform IDs (UUIDs) to filter by"}}},"profound_category_tags":{"id":"profound_category_tags","name":"Profound Category Tags","description":"List tags for a specific category in Profound","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Profound API Key"},"categoryId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Category ID (UUID)"}}},"profound_category_topics":{"id":"profound_category_topics","name":"Profound Category Topics","description":"List topics for a specific category in Profound","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Profound API Key"},"categoryId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Category ID (UUID)"}}},"profound_citation_prompts":{"id":"profound_citation_prompts","name":"Profound Citation Prompts","description":"Get prompts that cite a specific domain across AI platforms in Profound","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Profound API Key"},"inputDomain":{"type":"string","required":true,"visibility":"user-or-llm","description":"Domain to look up citations for (e.g. ramp.com)"}}},"profound_citations_report":{"id":"profound_citations_report","name":"Profound Citations Report","description":"Query citations report for a category in Profound","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Profound API Key"},"categoryId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Category ID (UUID)"},"startDate":{"type":"string","required":true,"visibility":"user-or-llm","description":"Start date (YYYY-MM-DD or ISO 8601)"},"endDate":{"type":"string","required":true,"visibility":"user-or-llm","description":"End date (YYYY-MM-DD or ISO 8601)"},"metrics":{"type":"string","required":true,"visibility":"user-or-llm","description":"Comma-separated metrics: count, citation_share"},"dimensions":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated dimensions: hostname, path, date, region, topic, model, tag, prompt, url, root_domain, persona, citation_category"},"dateInterval":{"type":"string","required":false,"visibility":"user-or-llm","description":"Date interval: hour, day, week, month, year"},"filters":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON array of filter objects, e.g. [{\\"field\\":\\"hostname\\",\\"operator\\":\\"is\\",\\"value\\":\\"example.com\\"}]"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of results (default 10000, max 50000)"}}},"profound_list_assets":{"id":"profound_list_assets","name":"Profound List Assets","description":"List all organization assets (companies/brands) across all categories in Profound","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Profound API Key"}}},"profound_list_categories":{"id":"profound_list_categories","name":"Profound List Categories","description":"List all organization categories in Profound","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Profound API Key"}}},"profound_list_domains":{"id":"profound_list_domains","name":"Profound List Domains","description":"List all organization domains in Profound","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Profound API Key"}}},"profound_list_models":{"id":"profound_list_models","name":"Profound List Models","description":"List all AI models/platforms tracked in Profound","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Profound API Key"}}},"profound_list_optimizations":{"id":"profound_list_optimizations","name":"Profound List Optimizations","description":"List content optimization entries for an asset in Profound","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Profound API Key"},"assetId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Asset ID (UUID)"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of results (default 10000, max 50000)"},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Offset for pagination (default 0)"}}},"profound_list_personas":{"id":"profound_list_personas","name":"Profound List Personas","description":"List all organization personas across all categories in Profound","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Profound API Key"}}},"profound_list_regions":{"id":"profound_list_regions","name":"Profound List Regions","description":"List all organization regions in Profound","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Profound API Key"}}},"profound_optimization_analysis":{"id":"profound_optimization_analysis","name":"Profound Optimization Analysis","description":"Get detailed content optimization analysis for a specific content item in Profound","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Profound API Key"},"assetId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Asset ID (UUID)"},"contentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Content/optimization ID (UUID)"}}},"profound_prompt_answers":{"id":"profound_prompt_answers","name":"Profound Prompt Answers","description":"Get raw prompt answers data for a category in Profound","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Profound API Key"},"categoryId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Category ID (UUID)"},"startDate":{"type":"string","required":true,"visibility":"user-or-llm","description":"Start date (YYYY-MM-DD or ISO 8601)"},"endDate":{"type":"string","required":true,"visibility":"user-or-llm","description":"End date (YYYY-MM-DD or ISO 8601)"},"filters":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON array of filter objects, e.g. [{\\"field\\":\\"prompt_type\\",\\"operator\\":\\"is\\",\\"value\\":\\"visibility\\"}]"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of results (default 10000, max 50000)"}}},"profound_prompt_volume":{"id":"profound_prompt_volume","name":"Profound Prompt Volume","description":"Query prompt volume data to understand search demand across AI platforms in Profound","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Profound API Key"},"startDate":{"type":"string","required":true,"visibility":"user-or-llm","description":"Start date (YYYY-MM-DD or ISO 8601)"},"endDate":{"type":"string","required":true,"visibility":"user-or-llm","description":"End date (YYYY-MM-DD or ISO 8601)"},"metrics":{"type":"string","required":true,"visibility":"user-or-llm","description":"Comma-separated metrics: volume, change"},"dimensions":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated dimensions: keyword, date, platform, country_code, matching_type, frequency"},"dateInterval":{"type":"string","required":false,"visibility":"user-or-llm","description":"Date interval: hour, day, week, month, year"},"filters":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON array of filter objects, e.g. [{\\"field\\":\\"keyword\\",\\"operator\\":\\"contains\\",\\"value\\":\\"best\\"}]"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of results (default 10000, max 50000)"}}},"profound_query_fanouts":{"id":"profound_query_fanouts","name":"Profound Query Fanouts","description":"Query fanout report showing how AI models expand prompts into sub-queries in Profound","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Profound API Key"},"categoryId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Category ID (UUID)"},"startDate":{"type":"string","required":true,"visibility":"user-or-llm","description":"Start date (YYYY-MM-DD or ISO 8601)"},"endDate":{"type":"string","required":true,"visibility":"user-or-llm","description":"End date (YYYY-MM-DD or ISO 8601)"},"metrics":{"type":"string","required":true,"visibility":"user-or-llm","description":"Comma-separated metrics: fanouts_per_execution, total_fanouts, share"},"dimensions":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated dimensions: prompt, query, model, region, date"},"dateInterval":{"type":"string","required":false,"visibility":"user-or-llm","description":"Date interval: hour, day, week, month, 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Use \\"account\\" for account, workspace, or OAuth tokens, or \\"project\\" for project tokens."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Railway project ID"}}},"railway_delete_service":{"id":"railway_delete_service","name":"Railway Delete Service","description":"Delete a Railway service and all of its deployments","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Railway API token"},"tokenType":{"type":"string","required":false,"visibility":"user-only","description":"Railway token type. Use \\"account\\" for account, workspace, or OAuth tokens, or \\"project\\" for project tokens."},"serviceId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Railway service ID"}}},"railway_delete_variable":{"id":"railway_delete_variable","name":"Railway Delete Variable","description":"Delete a Railway environment variable","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Railway API token"},"tokenType":{"type":"string","required":false,"visibility":"user-only","description":"Railway token type. Use \\"account\\" for account, workspace, or OAuth tokens, or \\"project\\" for project tokens."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Railway project ID"},"environmentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Railway environment ID"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Variable name to delete"},"serviceId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Railway service ID. Omit to delete a shared variable."}}},"railway_deploy_service":{"id":"railway_deploy_service","name":"Railway Deploy Service","description":"Trigger a deployment for a Railway service in an environment","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Railway API token"},"tokenType":{"type":"string","required":false,"visibility":"user-only","description":"Railway token type. Use \\"account\\" for account, workspace, or OAuth tokens, or \\"project\\" for project tokens."},"serviceId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Railway service ID"},"environmentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Railway environment ID"},"commitSha":{"type":"string","required":false,"visibility":"user-or-llm","description":"Specific Git commit SHA to deploy"}}},"railway_get_deployment":{"id":"railway_get_deployment","name":"Railway Get Deployment","description":"Get details for a single Railway deployment","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Railway API token"},"tokenType":{"type":"string","required":false,"visibility":"user-only","description":"Railway token type. Use \\"account\\" for account, workspace, or OAuth tokens, or \\"project\\" for project tokens."},"deploymentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Railway deployment ID"}}},"railway_get_deployment_logs":{"id":"railway_get_deployment_logs","name":"Railway Get Deployment Logs","description":"Retrieve runtime logs for a Railway deployment","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Railway API token"},"tokenType":{"type":"string","required":false,"visibility":"user-only","description":"Railway token type. Use \\"account\\" for account, workspace, or OAuth tokens, or \\"project\\" for project tokens."},"deploymentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Railway deployment ID"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of log lines to return"}}},"railway_get_project":{"id":"railway_get_project","name":"Railway Get Project","description":"Get a Railway project with its services and environments","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Railway API token"},"tokenType":{"type":"string","required":false,"visibility":"user-only","description":"Railway token type. Use \\"account\\" for account, workspace, or OAuth tokens, or \\"project\\" for project tokens."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Railway project ID"}}},"railway_list_deployments":{"id":"railway_list_deployments","name":"Railway List Deployments","description":"List deployments for a Railway service in an environment","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Railway API token"},"tokenType":{"type":"string","required":false,"visibility":"user-only","description":"Railway token type. Use \\"account\\" for account, workspace, or OAuth tokens, or \\"project\\" for project tokens."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Railway project ID"},"serviceId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Railway service ID"},"environmentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Railway environment ID"},"first":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of deployments to return"},"after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor for pagination"}}},"railway_list_project_members":{"id":"railway_list_project_members","name":"Railway List Project Members","description":"List members for a Railway project","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Railway API token"},"tokenType":{"type":"string","required":false,"visibility":"user-only","description":"Railway token type. Use \\"account\\" for account, workspace, or OAuth tokens, or \\"project\\" for project tokens."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Railway project ID"}}},"railway_list_projects":{"id":"railway_list_projects","name":"Railway List Projects","description":"List Railway projects visible to the provided token","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Railway API token"},"tokenType":{"type":"string","required":false,"visibility":"user-only","description":"Railway token type. Use \\"account\\" for account, workspace, or OAuth tokens, or \\"project\\" for project tokens."},"workspaceId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Workspace ID to list projects from"},"first":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of projects to return"},"after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor for pagination"}}},"railway_list_variables":{"id":"railway_list_variables","name":"Railway List Variables","description":"List Railway environment variables for a service or shared environment","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Railway API token"},"tokenType":{"type":"string","required":false,"visibility":"user-only","description":"Railway token type. Use \\"account\\" for account, workspace, or OAuth tokens, or \\"project\\" for project tokens."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Railway project ID"},"environmentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Railway environment ID"},"serviceId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Railway service ID. Omit for shared environment variables."}}},"railway_restart_deployment":{"id":"railway_restart_deployment","name":"Railway Restart Deployment","description":"Restart a running Railway deployment without rebuilding","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Railway API token"},"tokenType":{"type":"string","required":false,"visibility":"user-only","description":"Railway token type. Use \\"account\\" for account, workspace, or OAuth tokens, or \\"project\\" for project tokens."},"deploymentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Railway deployment ID"}}},"railway_rollback_deployment":{"id":"railway_rollback_deployment","name":"Railway Rollback Deployment","description":"Roll a Railway service back to a previous deployment","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Railway API token"},"tokenType":{"type":"string","required":false,"visibility":"user-only","description":"Railway token type. Use \\"account\\" for account, workspace, or OAuth tokens, or \\"project\\" for project tokens."},"deploymentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Railway deployment ID to roll back to (must have canRollback)"}}},"railway_transfer_project":{"id":"railway_transfer_project","name":"Railway Transfer Project","description":"Transfer a Railway project to another workspace","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Railway API token"},"tokenType":{"type":"string","required":false,"visibility":"user-only","description":"Railway token type. Use \\"account\\" for account, workspace, or OAuth tokens, or \\"project\\" for project tokens."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Railway project ID"},"workspaceId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Destination workspace ID"}}},"railway_update_project":{"id":"railway_update_project","name":"Railway Update Project","description":"Update a Railway project name or description","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Railway API token"},"tokenType":{"type":"string","required":false,"visibility":"user-only","description":"Railway token type. Use \\"account\\" for account, workspace, or OAuth tokens, or \\"project\\" for project tokens."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Railway project ID"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Updated project name"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Updated project description"},"isPublic":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the project should be publicly visible"},"prDeploys":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to enable pull request deploy environments"}}},"railway_upsert_variable":{"id":"railway_upsert_variable","name":"Railway Upsert Variable","description":"Create or update a Railway environment variable","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Railway API token"},"tokenType":{"type":"string","required":false,"visibility":"user-only","description":"Railway token type. Use \\"account\\" for account, workspace, or OAuth tokens, or \\"project\\" for project tokens."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Railway project ID"},"environmentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Railway environment ID"},"serviceId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Railway service ID. Omit to create or update a shared variable."},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Variable name"},"value":{"type":"string","required":true,"visibility":"user-or-llm","description":"Variable value"},"skipDeploys":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to skip automatic redeploys after changing the variable"}}},"rb2b_credit_check":{"id":"rb2b_credit_check","name":"RB2B Credit Check","description":"Check the number of API credits remaining on your RB2B account.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"RB2B API key"}}},"rb2b_email_to_activity":{"id":"rb2b_email_to_activity","name":"RB2B Email to Last Active Date","description":"Return the last known active date for an email address.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"RB2B API key"},"email":{"type":"string","required":true,"visibility":"user-or-llm","description":"The email address to look up"}}},"rb2b_hem_to_best_linkedin":{"id":"rb2b_hem_to_best_linkedin","name":"RB2B Email/HEM to Best LinkedIn URL","description":"Return the most recently active LinkedIn profile URL for an email address or MD5-hashed email.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"RB2B API key"},"email":{"type":"string","required":true,"visibility":"user-or-llm","description":"A plaintext email address or an MD5 hash of the email"}}},"rb2b_hem_to_business_profile":{"id":"rb2b_hem_to_business_profile","name":"RB2B Email/HEM to Business Profile","description":"Return a full business profile (name, title, company, industry, seniority and more) for an email address or MD5-hashed email.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"RB2B API key"},"email":{"type":"string","required":true,"visibility":"user-or-llm","description":"A plaintext email address or an MD5 hash of the email"}}},"rb2b_hem_to_linkedin":{"id":"rb2b_hem_to_linkedin","name":"RB2B Email/HEM to LinkedIn Slug","description":"Return the LinkedIn slug (the profile identifier portion of the URL) for an email address or MD5-hashed email.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"RB2B API key"},"email":{"type":"string","required":true,"visibility":"user-or-llm","description":"A plaintext email address or an MD5 hash of the email"}}},"rb2b_hem_to_maid":{"id":"rb2b_hem_to_maid","name":"RB2B Email/HEM to MAID","description":"Return up to five mobile advertising identifiers (MAIDs) associated with an email address or MD5-hashed email.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"RB2B API key"},"email":{"type":"string","required":true,"visibility":"user-or-llm","description":"A plaintext email address or an MD5 hash of the email"}}},"rb2b_ip_to_company":{"id":"rb2b_ip_to_company","name":"RB2B IP to Company","description":"Identify the company domains associated with an IP address, ranked by confidence.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"RB2B API key"},"ip_address":{"type":"string","required":true,"visibility":"user-or-llm","description":"The IP address to resolve (IPv4 or IPv6)"}}},"rb2b_ip_to_hem":{"id":"rb2b_ip_to_hem","name":"RB2B IP to HEM","description":"Convert an IP address (and optional user agent) into hashed email addresses (HEM) with accuracy scores.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"RB2B API key"},"ip_address":{"type":"string","required":true,"visibility":"user-or-llm","description":"The IP address to resolve (IPv4 or IPv6)"},"user_agent":{"type":"string","required":false,"visibility":"user-or-llm","description":"Optional user agent string to improve match accuracy"},"include_sha256":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to include SHA-256 hashes in addition to MD5 hashes"}}},"rb2b_ip_to_maid":{"id":"rb2b_ip_to_maid","name":"RB2B IP to MAID","description":"Resolve an IP address (and optional user agent) into mobile advertising identifiers (MAIDs) observed over the last 60 days.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"RB2B API key"},"ip_address":{"type":"string","required":true,"visibility":"user-or-llm","description":"The IP address to resolve (IPv4 or IPv6)"},"user_agent":{"type":"string","required":false,"visibility":"user-or-llm","description":"Optional user agent string to improve match accuracy"}}},"rb2b_linkedin_slug_search":{"id":"rb2b_linkedin_slug_search","name":"RB2B LinkedIn Slug Search","description":"Find a LinkedIn profile URL from a first name, last name, and company domain.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"RB2B API key"},"first_name":{"type":"string","required":true,"visibility":"user-or-llm","description":"The person’s first name"},"last_name":{"type":"string","required":true,"visibility":"user-or-llm","description":"The person’s last name"},"company_domain":{"type":"string","required":true,"visibility":"user-or-llm","description":"The company domain (e.g. example.com)"}}},"rb2b_linkedin_to_best_personal_email":{"id":"rb2b_linkedin_to_best_personal_email","name":"RB2B LinkedIn to Best Personal Email","description":"Return the personal email with the most recent known network activity for a LinkedIn profile.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"RB2B API key"},"linkedin_slug":{"type":"string","required":true,"visibility":"user-or-llm","description":"The LinkedIn profile slug or URL"}}},"rb2b_linkedin_to_business_profile":{"id":"rb2b_linkedin_to_business_profile","name":"RB2B LinkedIn to Business Profile","description":"Return a full business profile (name, title, company, emails and more) for a LinkedIn profile.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"RB2B API key"},"linkedin_slug":{"type":"string","required":true,"visibility":"user-or-llm","description":"The LinkedIn profile slug or URL"}}},"rb2b_linkedin_to_hashed_emails":{"id":"rb2b_linkedin_to_hashed_emails","name":"RB2B LinkedIn to Hashed Emails","description":"Return the business and personal hashed emails (MD5 and SHA-256) associated with a LinkedIn profile.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"RB2B API key"},"linkedin_slug":{"type":"string","required":true,"visibility":"user-or-llm","description":"The LinkedIn profile slug or URL"}}},"rb2b_linkedin_to_mobile_phone":{"id":"rb2b_linkedin_to_mobile_phone","name":"RB2B LinkedIn to Mobile Phone","description":"Return the mobile phone number with the most recent known network activity for a LinkedIn profile.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"RB2B API key"},"linkedin_slug":{"type":"string","required":true,"visibility":"user-or-llm","description":"The LinkedIn profile slug or URL"}}},"rb2b_linkedin_to_personal_email":{"id":"rb2b_linkedin_to_personal_email","name":"RB2B LinkedIn to Personal Email","description":"Return the personal email addresses associated with a LinkedIn profile.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"RB2B API key"},"linkedin_slug":{"type":"string","required":true,"visibility":"user-or-llm","description":"The LinkedIn profile slug or URL"}}},"rds_delete":{"id":"rds_delete","name":"RDS Delete","description":"Delete data from an Amazon RDS table using the Data API","version":"1.0","params":{"region":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"accessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"secretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"resourceArn":{"type":"string","required":true,"visibility":"user-or-llm","description":"ARN of the Aurora DB cluster (e.g., arn:aws:rds:us-east-1:123456789012:cluster:my-cluster)"},"secretArn":{"type":"string","required":true,"visibility":"user-only","description":"ARN of the Secrets Manager secret containing DB credentials"},"database":{"type":"string","required":false,"visibility":"user-or-llm","description":"Database name to connect to (e.g., mydb, production_db)"},"table":{"type":"string","required":true,"visibility":"user-or-llm","description":"Table name to delete from"},"conditions":{"type":"object","required":true,"visibility":"user-or-llm","description":"Conditions for the delete (e.g., {\\"id\\": 1})"}}},"rds_execute":{"id":"rds_execute","name":"RDS Execute","description":"Execute raw SQL on Amazon RDS using the Data API","version":"1.0","params":{"region":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"accessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"secretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"resourceArn":{"type":"string","required":true,"visibility":"user-or-llm","description":"ARN of the Aurora DB cluster (e.g., arn:aws:rds:us-east-1:123456789012:cluster:my-cluster)"},"secretArn":{"type":"string","required":true,"visibility":"user-only","description":"ARN of the Secrets Manager secret containing DB credentials"},"database":{"type":"string","required":false,"visibility":"user-or-llm","description":"Database name to connect to (e.g., mydb, production_db)"},"query":{"type":"string","required":true,"visibility":"user-or-llm","description":"Raw SQL query to execute (e.g., CREATE TABLE users (id SERIAL PRIMARY KEY, name VARCHAR(255)))"}}},"rds_insert":{"id":"rds_insert","name":"RDS Insert","description":"Insert data into an Amazon RDS table using the Data API","version":"1.0","params":{"region":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"accessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"secretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"resourceArn":{"type":"string","required":true,"visibility":"user-or-llm","description":"ARN of the Aurora DB cluster (e.g., arn:aws:rds:us-east-1:123456789012:cluster:my-cluster)"},"secretArn":{"type":"string","required":true,"visibility":"user-only","description":"ARN of the Secrets Manager secret containing DB credentials"},"database":{"type":"string","required":false,"visibility":"user-or-llm","description":"Database name to connect to (e.g., mydb, production_db)"},"table":{"type":"string","required":true,"visibility":"user-or-llm","description":"Table name to insert into"},"data":{"type":"object","required":true,"visibility":"user-or-llm","description":"Data to insert as key-value pairs"}}},"rds_introspect":{"id":"rds_introspect","name":"RDS Introspect","description":"Introspect Amazon RDS Aurora database schema to retrieve table structures, columns, and relationships","version":"1.0","params":{"region":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"accessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"secretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"resourceArn":{"type":"string","required":true,"visibility":"user-or-llm","description":"ARN of the Aurora DB cluster (e.g., arn:aws:rds:us-east-1:123456789012:cluster:my-cluster)"},"secretArn":{"type":"string","required":true,"visibility":"user-only","description":"ARN of the Secrets Manager secret containing DB credentials"},"database":{"type":"string","required":false,"visibility":"user-or-llm","description":"Database name to connect to (e.g., mydb, production_db)"},"schema":{"type":"string","required":false,"visibility":"user-or-llm","description":"Schema to introspect (default: public for PostgreSQL, database name for MySQL)"},"engine":{"type":"string","required":false,"visibility":"user-only","description":"Database engine (aurora-postgresql or aurora-mysql). Auto-detected if not provided."}}},"rds_query":{"id":"rds_query","name":"RDS Query","description":"Execute a SELECT query on Amazon RDS using the Data API","version":"1.0","params":{"region":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"accessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"secretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"resourceArn":{"type":"string","required":true,"visibility":"user-or-llm","description":"ARN of the Aurora DB cluster (e.g., arn:aws:rds:us-east-1:123456789012:cluster:my-cluster)"},"secretArn":{"type":"string","required":true,"visibility":"user-only","description":"ARN of the Secrets Manager secret containing DB credentials"},"database":{"type":"string","required":false,"visibility":"user-or-llm","description":"Database name to connect to (e.g., mydb, production_db)"},"query":{"type":"string","required":true,"visibility":"user-or-llm","description":"SQL SELECT query to execute (e.g., SELECT * FROM users WHERE status = :status)"}}},"rds_update":{"id":"rds_update","name":"RDS Update","description":"Update data in an Amazon RDS table using the Data API","version":"1.0","params":{"region":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"accessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"secretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"resourceArn":{"type":"string","required":true,"visibility":"user-or-llm","description":"ARN of the Aurora DB cluster (e.g., arn:aws:rds:us-east-1:123456789012:cluster:my-cluster)"},"secretArn":{"type":"string","required":true,"visibility":"user-only","description":"ARN of the Secrets Manager secret containing DB credentials"},"database":{"type":"string","required":false,"visibility":"user-or-llm","description":"Database name to connect to (e.g., mydb, production_db)"},"table":{"type":"string","required":true,"visibility":"user-or-llm","description":"Table name to update"},"data":{"type":"object","required":true,"visibility":"user-or-llm","description":"Data to update as key-value pairs"},"conditions":{"type":"object","required":true,"visibility":"user-or-llm","description":"Conditions for the update (e.g., {\\"id\\": 1})"}}},"reddit_delete":{"id":"reddit_delete","name":"Delete Reddit Post/Comment","description":"Delete your own Reddit post or comment","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Reddit API"},"id":{"type":"string","required":true,"visibility":"user-or-llm","description":"Thing fullname to delete (e.g., \\"t3_abc123\\" for post, \\"t1_def456\\" for comment)"}},"oauth":{"required":true,"provider":"reddit"}},"reddit_edit":{"id":"reddit_edit","name":"Edit Reddit Post/Comment","description":"Edit the text of your own Reddit post or comment","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Reddit API"},"thing_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"Thing fullname to edit (e.g., \\"t3_abc123\\" for post, \\"t1_def456\\" for comment)"},"text":{"type":"string","required":true,"visibility":"user-or-llm","description":"New text content in markdown format (e.g., \\"Updated **content** here\\")"}},"oauth":{"required":true,"provider":"reddit"}},"reddit_get_comments":{"id":"reddit_get_comments","name":"Get Reddit Comments","description":"Fetch comments from a specific Reddit post","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Reddit API"},"postId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the Reddit post to fetch comments from (e.g., \\"abc123\\")"},"subreddit":{"type":"string","required":true,"visibility":"user-or-llm","description":"The subreddit where the post is located (e.g., \\"technology\\", \\"programming\\")"},"sort":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort method for comments: \\"confidence\\", \\"top\\", \\"new\\", \\"controversial\\", \\"old\\", \\"random\\", \\"qa\\" (default: \\"confidence\\")"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of comments to return (e.g., 25). 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\\"special\\""},"sticky":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Sticky the comment to the top of the comment page (comments only)"}},"oauth":{"required":true,"provider":"reddit"}},"reddit_mod_remove":{"id":"reddit_mod_remove","name":"Remove Reddit Post/Comment (Mod)","description":"Remove a Reddit post or comment as a moderator, optionally marking it as spam","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Reddit API"},"id":{"type":"string","required":true,"visibility":"user-or-llm","description":"Thing fullname to remove (e.g., \\"t3_abc123\\" for post, \\"t1_def456\\" for comment)"},"spam":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Mark the item as spam to train the subreddit spam filter (default: false)"}},"oauth":{"required":true,"provider":"reddit"}},"reddit_mod_sticky":{"id":"reddit_mod_sticky","name":"Sticky Reddit Post 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If the report contains rejected expenses, `expenseRejectedComment` is also required. Optional fields: `expectedStepCode`, `expectedStepSequence`, `statusId` (defaults to \\"A_APPR\\")."}}},"sap_concur_associate_attendees":{"id":"sap_concur_associate_attendees","name":"SAP Concur Associate Attendees","description":"Associate attendees with an expense (POST /expensereports/v4/users/{userId}/context/{contextType}/reports/{reportId}/expenses/{expenseId}/attendees).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Concur user UUID"},"contextType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Access context: TRAVELER or PROXY"},"reportId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Expense report ID"},"expenseId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Expense ID"},"body":{"type":"json","required":true,"visibility":"user-or-llm","description":"Attendee associations payload (e.g., { \\"attendeeAssociations\\": [...] })"}}},"sap_concur_create_cash_advance":{"id":"sap_concur_create_cash_advance","name":"SAP Concur Create Cash Advance","description":"Create a cash advance (POST /cashadvance/v4.1/cashadvances).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"body":{"type":"json","required":true,"visibility":"user-or-llm","description":"Cash advance payload"}}},"sap_concur_create_expected_expense":{"id":"sap_concur_create_expected_expense","name":"SAP Concur Create Expected Expense","description":"Create an expected expense on a travel request (POST /travelrequest/v4/requests/{requestUuid}/expenses).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"requestUuid":{"type":"string","required":true,"visibility":"user-or-llm","description":"Travel request UUID"},"userId":{"type":"string","required":false,"visibility":"user-or-llm","description":"User UUID acting on the request (required when using a Company JWT, optional otherwise)"},"body":{"type":"json","required":true,"visibility":"user-or-llm","description":"Expected expense payload"}}},"sap_concur_create_expense_report":{"id":"sap_concur_create_expense_report","name":"SAP Concur Create Expense Report","description":"Create an expense report (POST /expensereports/v4/users/{userId}/context/{contextType}/reports — supported contexts: TRAVELER, PROXY). 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Optional fields: businessPurpose, comment, customData, countryCode, countrySubDivisionCode, etc."}}},"sap_concur_create_list_item":{"id":"sap_concur_create_list_item","name":"SAP Concur Create List Item","description":"Create a list item (POST /list/v4/items).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"body":{"type":"json","required":true,"visibility":"user-or-llm","description":"List item payload. Required: listId, shortCode, value. Optional: parentId or parentCode (mutually exclusive). Note: Concur rejects shortCode/value containing hyphens."}}},"sap_concur_create_purchase_request":{"id":"sap_concur_create_purchase_request","name":"SAP Concur Create Purchase Request","description":"Create a purchase request (POST /purchaserequest/v4/purchaserequests).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"body":{"type":"json","required":true,"visibility":"user-or-llm","description":"Purchase request payload"}}},"sap_concur_create_quick_expense":{"id":"sap_concur_create_quick_expense","name":"SAP Concur Create Quick Expense","description":"Create a quick expense (POST /quickexpense/v4/users/{userId}/context/TRAVELER/quickexpenses).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Concur user UUID who owns the quick expense"},"contextType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Access context: must be TRAVELER"},"body":{"type":"json","required":true,"visibility":"user-or-llm","description":"Quick expense payload (expenseTypeId, transactionAmount, transactionDate, etc.)"}}},"sap_concur_create_quick_expense_with_image":{"id":"sap_concur_create_quick_expense_with_image","name":"SAP Concur Create Quick Expense With Image","description":"Create a quick expense with an attached image (POST /quickexpense/v4/users/{userId}/context/{contextType}/quickexpenses/image).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Concur user UUID"},"contextType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Access context: must be TRAVELER"},"receipt":{"type":"json","required":true,"visibility":"user-or-llm","description":"Receipt image (UserFile). Allowed: PDF, PNG, JPEG, TIFF (max 50MB)"},"body":{"type":"json","required":true,"visibility":"user-or-llm","description":"Quick expense payload (transactionAmount, transactionDate, expenseTypeId, vendor, ...)"}}},"sap_concur_create_report_comment":{"id":"sap_concur_create_report_comment","name":"SAP Concur Create Report Comment","description":"Create a comment on a report (POST /expensereports/v4/users/{userId}/context/{contextType}/reports/{reportId}/comments).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Concur user UUID"},"contextType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Access context: TRAVELER or PROXY"},"reportId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Expense report ID"},"comment":{"type":"string","required":true,"visibility":"user-or-llm","description":"Comment text to add"}}},"sap_concur_create_travel_request":{"id":"sap_concur_create_travel_request","name":"SAP Concur Create Travel Request","description":"Create a travel request (POST /travelrequest/v4/requests).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"userId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Optional Concur user UUID — required when impersonating another user"},"body":{"type":"json","required":true,"visibility":"user-or-llm","description":"Travel request payload (name, purpose, startDate, endDate, requestPolicyId, etc.)"}}},"sap_concur_create_user":{"id":"sap_concur_create_user","name":"SAP Concur Create User","description":"Create a new user identity (POST /profile/identity/v4.1/Users).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"body":{"type":"json","required":true,"visibility":"user-or-llm","description":"SCIM User payload (schemas, userName, name, emails, active, etc.)"}}},"sap_concur_delete_expected_expense":{"id":"sap_concur_delete_expected_expense","name":"SAP Concur Delete Expected Expense","description":"Delete an expected expense (DELETE /travelrequest/v4/expenses/{expenseUuid}).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"expenseUuid":{"type":"string","required":true,"visibility":"user-or-llm","description":"Expected expense UUID to delete"},"userId":{"type":"string","required":false,"visibility":"user-or-llm","description":"User UUID acting on the request (required when using a Company JWT, optional otherwise)"}}},"sap_concur_delete_expense":{"id":"sap_concur_delete_expense","name":"SAP Concur Delete Expense","description":"Delete an expense (DELETE /expensereports/v4/reports/{reportId}/expenses/{expenseId}).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"reportId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Expense report ID"},"expenseId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Expense ID to delete"}}},"sap_concur_delete_expense_report":{"id":"sap_concur_delete_expense_report","name":"SAP Concur Delete Expense Report","description":"Delete an expense report (DELETE /expensereports/v4/reports/{reportId}).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"reportId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Expense report ID to delete"}}},"sap_concur_delete_list_item":{"id":"sap_concur_delete_list_item","name":"SAP Concur Delete List Item","description":"Delete a list item (DELETE /list/v4/items/{itemId}).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"itemId":{"type":"string","required":true,"visibility":"user-or-llm","description":"List item UUID"}}},"sap_concur_delete_travel_request":{"id":"sap_concur_delete_travel_request","name":"SAP Concur Delete Travel Request","description":"Delete a travel request (DELETE /travelrequest/v4/requests/{requestUuid}).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"requestUuid":{"type":"string","required":true,"visibility":"user-or-llm","description":"Travel request UUID to delete"},"userId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Optional Concur user UUID — required when impersonating another user"}}},"sap_concur_delete_user":{"id":"sap_concur_delete_user","name":"SAP Concur Delete User","description":"Delete a user identity (DELETE /profile/identity/v4.1/Users/{id}).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"userUuid":{"type":"string","required":true,"visibility":"user-or-llm","description":"User UUID to delete"}}},"sap_concur_get_allocation":{"id":"sap_concur_get_allocation","name":"SAP Concur Get Allocation","description":"Get a single allocation (GET /expensereports/v4/users/{userId}/context/{contextType}/reports/{reportId}/allocations/{allocationId}).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Concur user UUID"},"contextType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Access context: TRAVELER or PROXY"},"reportId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Expense report ID"},"allocationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Allocation ID"}}},"sap_concur_get_budget":{"id":"sap_concur_get_budget","name":"SAP Concur Get Budget","description":"Get a budget item header by ID (GET /budget/v4/budgetItemHeader/{id}).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"budgetId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Budget item header ID (syncguid)"}}},"sap_concur_get_cash_advance":{"id":"sap_concur_get_cash_advance","name":"SAP Concur Get Cash Advance","description":"Get a cash advance (GET /cashadvance/v4.1/cashadvances/{cashAdvanceId}).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password 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password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"expenseUuid":{"type":"string","required":true,"visibility":"user-or-llm","description":"Expected expense UUID"},"userId":{"type":"string","required":false,"visibility":"user-or-llm","description":"User UUID acting on the request (optional)"}}},"sap_concur_get_expense":{"id":"sap_concur_get_expense","name":"SAP Concur Get Expense","description":"Get a single expense (GET /expensereports/v4/users/{userId}/context/{contextType}/reports/{reportId}/expenses/{expenseId}).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Concur user UUID"},"contextType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Access context: TRAVELER, MANAGER, or PROXY"},"reportId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Expense report ID"},"expenseId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Expense ID"}}},"sap_concur_get_expense_report":{"id":"sap_concur_get_expense_report","name":"SAP Concur Get Expense Report","description":"Retrieve a single expense report header by id via Expense Report v4 (/expensereports/v4/users/{userId}/context/{contextType}/reports/{reportId}).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Concur user UUID who owns the report"},"contextType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Access context: TRAVELER (own report), MANAGER (report under approval), PROCESSOR, or PROXY"},"reportId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Expense report ID"}}},"sap_concur_get_itemizations":{"id":"sap_concur_get_itemizations","name":"SAP Concur Get Expense Itemizations","description":"Get expense itemizations (GET /expensereports/v4/users/{userId}/context/{contextType}/reports/{reportId}/expenses/{expenseId}/itemizations).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Concur user UUID"},"contextType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Access context: TRAVELER, MANAGER, or PROXY"},"reportId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Expense report ID"},"expenseId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Expense ID"}}},"sap_concur_get_itinerary":{"id":"sap_concur_get_itinerary","name":"SAP Concur Get Trip","description":"Get a single trip/itinerary (GET 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us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Concur user UUID"},"contextType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Access context: TRAVELER 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us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"requestUuid":{"type":"string","required":true,"visibility":"user-or-llm","description":"Travel request UUID"}}},"sap_concur_list_travel_requests":{"id":"sap_concur_list_travel_requests","name":"SAP Concur List Travel 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Required body field: comment.","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"reportId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Expense report ID to send back"},"body":{"type":"json","required":true,"visibility":"user-or-llm","description":"Request body — `comment` is required by Concur (e.g., { \\"comment\\": \\"Missing receipt\\" }). Optional fields: `expectedStepCode`, `expectedStepSequence`."}}},"sap_concur_submit_expense_report":{"id":"sap_concur_submit_expense_report","name":"SAP Concur Submit Expense Report","description":"Submit an expense report into the workflow via Expense Report v4 (PATCH /expensereports/v4/users/{userId}/reports/{reportId}/submit).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Concur user UUID who owns the report"},"reportId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Expense report ID to submit"},"body":{"type":"json","required":false,"visibility":"user-or-llm","description":"Optional body. Concur docs don\'t define a payload for this action; pass an empty object if uncertain."}}},"sap_concur_update_allocation":{"id":"sap_concur_update_allocation","name":"SAP Concur Update Allocation","description":"Update an allocation (PATCH /expensereports/v4/users/{userId}/context/{contextType}/reports/{reportId}/allocations/{allocationId}).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Concur user UUID"},"contextType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Access context: TRAVELER or PROXY (write requires expense.report.readwrite)"},"reportId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Expense report ID"},"allocationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Allocation ID to update"},"body":{"type":"json","required":true,"visibility":"user-or-llm","description":"Fields to update on the allocation"}}},"sap_concur_update_expected_expense":{"id":"sap_concur_update_expected_expense","name":"SAP Concur Update Expected Expense","description":"Update an expected expense (PUT /travelrequest/v4/expenses/{expenseUuid}).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"expenseUuid":{"type":"string","required":true,"visibility":"user-or-llm","description":"Expected expense UUID to update"},"userId":{"type":"string","required":false,"visibility":"user-or-llm","description":"User UUID acting on the request (required when using a Company JWT, optional otherwise)"},"body":{"type":"json","required":true,"visibility":"user-or-llm","description":"Fields to update on the expected expense"}}},"sap_concur_update_expense":{"id":"sap_concur_update_expense","name":"SAP Concur Update Expense","description":"Update an expense (PATCH /expensereports/v4/reports/{reportId}/expenses/{expenseId}).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"reportId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Expense report ID"},"expenseId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Expense ID to update"},"body":{"type":"json","required":true,"visibility":"user-or-llm","description":"PATCH body. Allowed fields: businessPurpose (string, max 64), customData (CustomData[]), expenseSource (required: EA|MOB|OTHER|SE|TA|TR|UI), isExpenseRejected (boolean), isPaperReceiptReceived (boolean)."}}},"sap_concur_update_expense_report":{"id":"sap_concur_update_expense_report","name":"SAP Concur Update Expense Report","description":"Update an unsubmitted expense report (PATCH /expensereports/v4/users/{userId}/context/{contextType}/reports/{reportId} — supported contexts: TRAVELER, PROXY). Body fields: businessPurpose, comment, customData, name, etc.","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Concur user UUID who owns the report"},"contextType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Access context: TRAVELER (own report) or PROXY (editing on behalf of another user)"},"reportId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Expense report ID to update"},"body":{"type":"json","required":true,"visibility":"user-or-llm","description":"Fields to update on the report"}}},"sap_concur_update_list_item":{"id":"sap_concur_update_list_item","name":"SAP Concur Update List Item","description":"Update a list item (PUT /list/v4/items/{itemId}).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"itemId":{"type":"string","required":true,"visibility":"user-or-llm","description":"List item UUID"},"body":{"type":"json","required":true,"visibility":"user-or-llm","description":"List item payload. Required: shortCode, value. Other fields in the body are ignored."}}},"sap_concur_update_travel_request":{"id":"sap_concur_update_travel_request","name":"SAP Concur Update Travel Request","description":"Update a travel request (PUT /travelrequest/v4/requests/{requestUuid}).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"requestUuid":{"type":"string","required":true,"visibility":"user-or-llm","description":"Travel request UUID to update"},"body":{"type":"json","required":true,"visibility":"user-or-llm","description":"Fields to update on the travel request"}}},"sap_concur_update_user":{"id":"sap_concur_update_user","name":"SAP Concur Update User","description":"Patch a user identity (PATCH /profile/identity/v4.1/Users/{id}).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"userUuid":{"type":"string","required":true,"visibility":"user-or-llm","description":"User UUID to update"},"body":{"type":"json","required":true,"visibility":"user-or-llm","description":"SCIM PATCH operations payload ({ schemas, Operations: [...] })"}}},"sap_concur_upload_exchange_rates":{"id":"sap_concur_upload_exchange_rates","name":"SAP Concur Upload Exchange Rates","description":"Bulk upload up to 100 custom exchange rates (POST /exchangerate/v4/rates). Body contains a currency_sets array, each with from_crn_code, to_crn_code, start_date (YYYY-MM-DD), and rate.","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"body":{"type":"json","required":true,"visibility":"user-or-llm","description":"Bulk upload body: { currency_sets: [{ from_crn_code, to_crn_code, start_date: \\"YYYY-MM-DD\\", rate }] } (max 100 entries)"}}},"sap_concur_upload_receipt_image":{"id":"sap_concur_upload_receipt_image","name":"SAP Concur Upload Receipt Image","description":"Upload an image-only receipt (POST /receipts/v4/users/{userId}/image-only-receipts).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Concur user UUID who owns the receipt"},"receipt":{"type":"json","required":true,"visibility":"user-or-llm","description":"Receipt image file (UserFile reference). Supported formats: PDF, PNG, JPEG, GIF, TIFF"},"forwardId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Optional client-supplied dedup id (max 40 chars). Sent as the concur-forwardid header."}}},"sap_s4hana_create_business_partner":{"id":"sap_s4hana_create_business_partner","name":"SAP S/4HANA Create Business Partner","description":"Create a business partner in SAP S/4HANA Cloud (API_BUSINESS_PARTNER, A_BusinessPartner). For Person category 1 provide FirstName and LastName. For Organization category 2 provide OrganizationBPName1.","version":"1.0.0","params":{"subdomain":{"type":"string","required":false,"visibility":"user-only","description":"SAP BTP subaccount subdomain (technical name of your subaccount, not the S/4HANA host)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"BTP region (e.g. eu10, us10)"},"clientId":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client ID from the S/4HANA Communication Arrangement"},"clientSecret":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client secret from the S/4HANA Communication Arrangement"},"deploymentType":{"type":"string","required":false,"visibility":"user-only","description":"Deployment type: cloud_public (default), cloud_private, or on_premise"},"authType":{"type":"string","required":false,"visibility":"user-only","description":"Authentication type: oauth_client_credentials (default) or basic"},"baseUrl":{"type":"string","required":false,"visibility":"user-only","description":"Base URL of the S/4HANA host (Cloud Private / On-Premise)"},"tokenUrl":{"type":"string","required":false,"visibility":"user-only","description":"OAuth token URL (Cloud Private / On-Premise + OAuth)"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username for HTTP Basic auth"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password for HTTP Basic auth"},"businessPartnerCategory":{"type":"string","required":true,"visibility":"user-or-llm","description":"BusinessPartnerCategory: \\"1\\" Person, \\"2\\" Organization, \\"3\\" Group"},"businessPartnerGrouping":{"type":"string","required":true,"visibility":"user-or-llm","description":"BusinessPartnerGrouping (number range / role grouping configured in S/4HANA, e.g. \\"0001\\")"},"firstName":{"type":"string","required":false,"visibility":"user-or-llm","description":"FirstName (required for Person)"},"lastName":{"type":"string","required":false,"visibility":"user-or-llm","description":"LastName (required for Person)"},"organizationBPName1":{"type":"string","required":false,"visibility":"user-or-llm","description":"OrganizationBPName1 (required for Organization)"},"body":{"type":"json","required":false,"visibility":"user-or-llm","description":"Optional additional A_BusinessPartner fields merged into the create payload"}}},"sap_s4hana_create_purchase_order":{"id":"sap_s4hana_create_purchase_order","name":"SAP S/4HANA Create Purchase Order","description":"Create a purchase order in SAP S/4HANA Cloud (API_PURCHASEORDER_PROCESS_SRV, A_PurchaseOrder). PurchaseOrder is auto-assigned by SAP from the document number range; provide line items via the body parameter.","version":"1.0.0","params":{"subdomain":{"type":"string","required":false,"visibility":"user-only","description":"SAP BTP subaccount subdomain (technical name of your subaccount, not the S/4HANA host)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"BTP region (e.g. eu10, us10)"},"clientId":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client ID from the S/4HANA Communication Arrangement"},"clientSecret":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client secret from the S/4HANA Communication Arrangement"},"deploymentType":{"type":"string","required":false,"visibility":"user-only","description":"Deployment type: cloud_public (default), cloud_private, or on_premise"},"authType":{"type":"string","required":false,"visibility":"user-only","description":"Authentication type: oauth_client_credentials (default) or basic"},"baseUrl":{"type":"string","required":false,"visibility":"user-only","description":"Base URL of the S/4HANA host (Cloud Private / On-Premise)"},"tokenUrl":{"type":"string","required":false,"visibility":"user-only","description":"OAuth token URL (Cloud Private / On-Premise + OAuth)"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username for HTTP Basic auth"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password for HTTP Basic auth"},"purchaseOrderType":{"type":"string","required":true,"visibility":"user-or-llm","description":"PurchaseOrderType (e.g., \\"NB\\" Standard PO)"},"companyCode":{"type":"string","required":true,"visibility":"user-or-llm","description":"CompanyCode (4 chars, e.g., \\"1010\\")"},"purchasingOrganization":{"type":"string","required":true,"visibility":"user-or-llm","description":"PurchasingOrganization (4 chars)"},"purchasingGroup":{"type":"string","required":true,"visibility":"user-or-llm","description":"PurchasingGroup (3 chars)"},"supplier":{"type":"string","required":true,"visibility":"user-or-llm","description":"Supplier business partner key (up to 10 chars)"},"body":{"type":"json","required":true,"visibility":"user-or-llm","description":"A_PurchaseOrder body containing to_PurchaseOrderItem deep-insert items (required by SAP) plus any additional header fields, e.g., {\\"to_PurchaseOrderItem\\":[{\\"PurchaseOrderItem\\":\\"10\\",\\"Material\\":\\"TG11\\",\\"OrderQuantity\\":\\"5\\",\\"Plant\\":\\"1010\\",\\"PurchaseOrderQuantityUnit\\":\\"PC\\",\\"NetPriceAmount\\":\\"100.00\\",\\"DocumentCurrency\\":\\"USD\\"}]}."}}},"sap_s4hana_create_purchase_requisition":{"id":"sap_s4hana_create_purchase_requisition","name":"SAP S/4HANA Create Purchase Requisition","description":"Create a purchase requisition in SAP S/4HANA Cloud (API_PURCHASEREQ_PROCESS_SRV, A_PurchaseRequisitionHeader). PurchaseRequisition is auto-assigned by SAP from the document number range; provide line items via the to_PurchaseReqnItem deep-insert array. Note: API_PURCHASEREQ_PROCESS_SRV is deprecated since S/4HANA Cloud Public Edition 2402; the successor is API_PURCHASEREQUISITION_2 (OData v4). This tool still works against tenants where the legacy service is enabled.","version":"1.0.0","params":{"subdomain":{"type":"string","required":false,"visibility":"user-only","description":"SAP BTP subaccount subdomain (technical name of your subaccount, not the S/4HANA host)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"BTP region (e.g. eu10, us10)"},"clientId":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client ID from the S/4HANA Communication Arrangement"},"clientSecret":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client secret from the S/4HANA Communication Arrangement"},"deploymentType":{"type":"string","required":false,"visibility":"user-only","description":"Deployment type: cloud_public (default), cloud_private, or on_premise"},"authType":{"type":"string","required":false,"visibility":"user-only","description":"Authentication type: oauth_client_credentials (default) or basic"},"baseUrl":{"type":"string","required":false,"visibility":"user-only","description":"Base URL of the S/4HANA host (Cloud Private / On-Premise)"},"tokenUrl":{"type":"string","required":false,"visibility":"user-only","description":"OAuth token URL (Cloud Private / On-Premise + OAuth)"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username for HTTP Basic auth"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password for HTTP Basic auth"},"purchaseRequisitionType":{"type":"string","required":true,"visibility":"user-or-llm","description":"PurchaseRequisitionType (e.g., \\"NB\\" Standard PR)"},"items":{"type":"json","required":true,"visibility":"user-or-llm","description":"to_PurchaseReqnItem deep-insert array (e.g., [{\\"PurchaseRequisitionItem\\":\\"10\\",\\"Material\\":\\"TG11\\",\\"RequestedQuantity\\":\\"5\\",\\"Plant\\":\\"1010\\",\\"BaseUnit\\":\\"PC\\",\\"DeliveryDate\\":\\"/Date(1735689600000)/\\"}])"},"body":{"type":"json","required":false,"visibility":"user-or-llm","description":"Additional A_PurchaseRequisitionHeader fields merged into the create payload (e.g., {\\"PurReqnDescription\\":\\"Office supplies\\"})"}}},"sap_s4hana_create_sales_order":{"id":"sap_s4hana_create_sales_order","name":"SAP S/4HANA Create Sales Order","description":"Create a sales order in SAP S/4HANA Cloud (API_SALES_ORDER_SRV, A_SalesOrder) with deep insert of sales order items via to_Item.","version":"1.0.0","params":{"subdomain":{"type":"string","required":false,"visibility":"user-only","description":"SAP BTP subaccount subdomain (technical name of your subaccount, not the S/4HANA host)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"BTP region (e.g. eu10, us10)"},"clientId":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client ID from the S/4HANA Communication Arrangement"},"clientSecret":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client secret from the S/4HANA Communication Arrangement"},"deploymentType":{"type":"string","required":false,"visibility":"user-only","description":"Deployment type: cloud_public (default), cloud_private, or on_premise"},"authType":{"type":"string","required":false,"visibility":"user-only","description":"Authentication type: oauth_client_credentials (default) or basic"},"baseUrl":{"type":"string","required":false,"visibility":"user-only","description":"Base URL of the S/4HANA host (Cloud Private / On-Premise)"},"tokenUrl":{"type":"string","required":false,"visibility":"user-only","description":"OAuth token URL (Cloud Private / On-Premise + OAuth)"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username for HTTP Basic auth"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password for HTTP Basic auth"},"salesOrderType":{"type":"string","required":true,"visibility":"user-or-llm","description":"SalesOrderType (e.g., \\"OR\\" Standard Order)"},"salesOrganization":{"type":"string","required":true,"visibility":"user-or-llm","description":"SalesOrganization (4 chars, e.g., \\"1010\\")"},"distributionChannel":{"type":"string","required":true,"visibility":"user-or-llm","description":"DistributionChannel (2 chars, e.g., \\"10\\")"},"organizationDivision":{"type":"string","required":true,"visibility":"user-or-llm","description":"OrganizationDivision (2 chars, e.g., \\"00\\")"},"soldToParty":{"type":"string","required":true,"visibility":"user-or-llm","description":"SoldToParty business partner key (up to 10 chars)"},"items":{"type":"json","required":true,"visibility":"user-or-llm","description":"Array of sales order items for to_Item deep insert. Each item should include Material and RequestedQuantity (e.g., [{\\"Material\\":\\"TG11\\",\\"RequestedQuantity\\":\\"1\\"}])."},"body":{"type":"json","required":false,"visibility":"user-or-llm","description":"Optional additional A_SalesOrder fields merged into the create payload"}}},"sap_s4hana_delete_sales_order":{"id":"sap_s4hana_delete_sales_order","name":"SAP S/4HANA Delete Sales Order","description":"Delete an A_SalesOrder entity in SAP S/4HANA Cloud (API_SALES_ORDER_SRV). Only orders without subsequent documents (deliveries, invoices) can be deleted; otherwise reject items via update instead.","version":"1.0.0","params":{"subdomain":{"type":"string","required":false,"visibility":"user-only","description":"SAP BTP subaccount subdomain (technical name of your subaccount, not the S/4HANA host)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"BTP region (e.g. eu10, us10)"},"clientId":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client ID from the S/4HANA Communication Arrangement"},"clientSecret":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client secret from the S/4HANA Communication Arrangement"},"deploymentType":{"type":"string","required":false,"visibility":"user-only","description":"Deployment type: cloud_public (default), cloud_private, or on_premise"},"authType":{"type":"string","required":false,"visibility":"user-only","description":"Authentication type: oauth_client_credentials (default) or basic"},"baseUrl":{"type":"string","required":false,"visibility":"user-only","description":"Base URL of the S/4HANA host (Cloud Private / On-Premise)"},"tokenUrl":{"type":"string","required":false,"visibility":"user-only","description":"OAuth token URL (Cloud Private / On-Premise + OAuth)"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username for HTTP Basic auth"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password for HTTP Basic auth"},"salesOrder":{"type":"string","required":true,"visibility":"user-or-llm","description":"SalesOrder key to delete (string, up to 10 characters)"},"ifMatch":{"type":"string","required":false,"visibility":"user-or-llm","description":"If-Match ETag for optimistic concurrency. 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A_InbDeliveryHeader).","version":"1.0.0","params":{"subdomain":{"type":"string","required":false,"visibility":"user-only","description":"SAP BTP subaccount subdomain (technical name of your subaccount, not the S/4HANA host)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"BTP region (e.g. eu10, us10)"},"clientId":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client ID from the S/4HANA Communication Arrangement"},"clientSecret":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client secret from the S/4HANA Communication Arrangement"},"deploymentType":{"type":"string","required":false,"visibility":"user-only","description":"Deployment type: cloud_public (default), cloud_private, or on_premise"},"authType":{"type":"string","required":false,"visibility":"user-only","description":"Authentication type: oauth_client_credentials (default) or 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\\"to_DeliveryDocumentItem\\")"}}},"sap_s4hana_get_material_document":{"id":"sap_s4hana_get_material_document","name":"SAP S/4HANA Get Material Document","description":"Retrieve a single material document header by composite key (MaterialDocument + MaterialDocumentYear) from SAP S/4HANA Cloud (API_MATERIAL_DOCUMENT_SRV, A_MaterialDocumentHeader).","version":"1.0.0","params":{"subdomain":{"type":"string","required":false,"visibility":"user-only","description":"SAP BTP subaccount subdomain (technical name of your subaccount, not the S/4HANA host)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"BTP region (e.g. eu10, us10)"},"clientId":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client ID from the S/4HANA Communication Arrangement"},"clientSecret":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client secret from the S/4HANA Communication 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\\"2024\\")"},"materialDocument":{"type":"string","required":true,"visibility":"user-or-llm","description":"MaterialDocument key (string, up to 10 characters)"},"select":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated fields to return ($select)"},"expand":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated navigation properties to expand (e.g., \\"to_MaterialDocumentItem\\")"}}},"sap_s4hana_get_outbound_delivery":{"id":"sap_s4hana_get_outbound_delivery","name":"SAP S/4HANA Get Outbound Delivery","description":"Retrieve a single outbound delivery by DeliveryDocument key from SAP S/4HANA Cloud (API_OUTBOUND_DELIVERY_SRV;v=0002, A_OutbDeliveryHeader).","version":"1.0.0","params":{"subdomain":{"type":"string","required":false,"visibility":"user-only","description":"SAP BTP subaccount subdomain (technical name of your subaccount, not the S/4HANA 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On-Premise + OAuth)"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username for HTTP Basic auth"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password for HTTP Basic auth"},"deliveryDocument":{"type":"string","required":true,"visibility":"user-or-llm","description":"DeliveryDocument key (string, up to 10 characters)"},"select":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated fields to return ($select)"},"expand":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated navigation properties to expand (e.g., \\"to_DeliveryDocumentItem\\")"}}},"sap_s4hana_get_product":{"id":"sap_s4hana_get_product","name":"SAP S/4HANA Get Product","description":"Retrieve a single product (material) by Product key from SAP S/4HANA Cloud (API_PRODUCT_SRV, A_Product).","version":"1.0.0","params":{"subdomain":{"type":"string","required":false,"visibility":"user-only","description":"SAP BTP subaccount subdomain (technical name of your subaccount, not the S/4HANA host)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"BTP region (e.g. eu10, us10)"},"clientId":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client ID from the S/4HANA Communication Arrangement"},"clientSecret":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client secret from the S/4HANA Communication Arrangement"},"deploymentType":{"type":"string","required":false,"visibility":"user-only","description":"Deployment type: cloud_public (default), cloud_private, or on_premise"},"authType":{"type":"string","required":false,"visibility":"user-only","description":"Authentication type: oauth_client_credentials (default) or 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\\"to_Description\\")"}}},"sap_s4hana_get_purchase_order":{"id":"sap_s4hana_get_purchase_order","name":"SAP S/4HANA Get Purchase Order","description":"Retrieve a single purchase order by PurchaseOrder key from SAP S/4HANA Cloud (API_PURCHASEORDER_PROCESS_SRV, A_PurchaseOrder).","version":"1.0.0","params":{"subdomain":{"type":"string","required":false,"visibility":"user-only","description":"SAP BTP subaccount subdomain (technical name of your subaccount, not the S/4HANA host)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"BTP region (e.g. eu10, us10)"},"clientId":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client ID from the S/4HANA Communication Arrangement"},"clientSecret":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client secret from the S/4HANA Communication Arrangement"},"deploymentType":{"type":"string","required":false,"visibility":"user-only","description":"Deployment 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Note: API_PURCHASEREQ_PROCESS_SRV is deprecated since S/4HANA Cloud Public Edition 2402; the successor is API_PURCHASEREQUISITION_2 (OData v4). 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for HTTP Basic auth"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password for HTTP Basic auth"},"supplierInvoice":{"type":"string","required":true,"visibility":"user-or-llm","description":"SupplierInvoice key (string, up to 10 characters)"},"fiscalYear":{"type":"string","required":true,"visibility":"user-or-llm","description":"FiscalYear (4-character year, e.g., \\"2024\\")"},"select":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated fields to return ($select)"},"expand":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated navigation properties to expand ($expand)"}}},"sap_s4hana_list_billing_documents":{"id":"sap_s4hana_list_billing_documents","name":"SAP S/4HANA List Billing Documents","description":"List billing documents (customer invoices) from SAP S/4HANA Cloud (API_BILLING_DOCUMENT_SRV, A_BillingDocument) with optional OData $filter, $top, $skip, $orderby, 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\'Z001\'\\")"},"top":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum results to return ($top)"},"skip":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to skip ($skip)"},"orderBy":{"type":"string","required":false,"visibility":"user-or-llm","description":"OData $orderby expression"},"select":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated fields to return ($select)"},"expand":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated navigation properties to expand (e.g., \\"to_CustomerCompany,to_CustomerSalesArea\\")"}}},"sap_s4hana_list_inbound_deliveries":{"id":"sap_s4hana_list_inbound_deliveries","name":"SAP S/4HANA List Inbound Deliveries","description":"List inbound deliveries from SAP S/4HANA Cloud (API_INBOUND_DELIVERY_SRV;v=0002, A_InbDeliveryHeader) with optional OData $filter, $top, $skip, $orderby, $select, 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($select)"},"expand":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated navigation properties to expand (e.g., \\"to_MaterialDocumentItem\\")"}}},"sap_s4hana_list_material_stock":{"id":"sap_s4hana_list_material_stock","name":"SAP S/4HANA List Material Stock","description":"List material stock quantities from SAP S/4HANA Cloud (API_MATERIAL_STOCK_SRV, A_MatlStkInAcctMod). The entity uses an 11-field composite key (Material, Plant, StorageLocation, Batch, Supplier, Customer, WBSElementInternalID, SDDocument, SDDocumentItem, InventorySpecialStockType, InventoryStockType) — query with $filter on these fields instead of a direct key lookup.","version":"1.0.0","params":{"subdomain":{"type":"string","required":false,"visibility":"user-only","description":"SAP BTP subaccount subdomain (technical name of your subaccount, not the S/4HANA host)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"BTP region (e.g. eu10, us10)"},"clientId":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client ID from the S/4HANA Communication Arrangement"},"clientSecret":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client secret from the S/4HANA Communication Arrangement"},"deploymentType":{"type":"string","required":false,"visibility":"user-only","description":"Deployment type: 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($skip)"},"orderBy":{"type":"string","required":false,"visibility":"user-or-llm","description":"OData $orderby expression"},"select":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated fields to return ($select)"},"expand":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated navigation properties to expand (e.g., \\"to_DeliveryDocumentItem\\")"}}},"sap_s4hana_list_products":{"id":"sap_s4hana_list_products","name":"SAP S/4HANA List Products","description":"List products (materials) from SAP S/4HANA Cloud (API_PRODUCT_SRV, A_Product) with optional OData $filter, $top, $skip, $orderby, $select, $expand.","version":"1.0.0","params":{"subdomain":{"type":"string","required":false,"visibility":"user-only","description":"SAP BTP subaccount subdomain (technical name of your subaccount, not the S/4HANA host)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"BTP region (e.g. eu10, us10)"},"clientId":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client ID from the S/4HANA Communication Arrangement"},"clientSecret":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client secret from the S/4HANA Communication Arrangement"},"deploymentType":{"type":"string","required":false,"visibility":"user-only","description":"Deployment type: cloud_public (default), cloud_private, or on_premise"},"authType":{"type":"string","required":false,"visibility":"user-only","description":"Authentication type: oauth_client_credentials (default) or basic"},"baseUrl":{"type":"string","required":false,"visibility":"user-only","description":"Base URL of the S/4HANA host (Cloud Private / On-Premise)"},"tokenUrl":{"type":"string","required":false,"visibility":"user-only","description":"OAuth token URL (Cloud Private / On-Premise + OAuth)"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username for HTTP Basic auth"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password for HTTP Basic auth"},"filter":{"type":"string","required":false,"visibility":"user-or-llm","description":"OData $filter expression (e.g., \\"ProductType eq \'FERT\'\\")"},"top":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum results to return ($top)"},"skip":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to skip ($skip)"},"orderBy":{"type":"string","required":false,"visibility":"user-or-llm","description":"OData $orderby expression"},"select":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated fields to return ($select)"},"expand":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated navigation properties to expand ($expand)"}}},"sap_s4hana_list_purchase_orders":{"id":"sap_s4hana_list_purchase_orders","name":"SAP 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on_premise"},"authType":{"type":"string","required":false,"visibility":"user-only","description":"Authentication type: oauth_client_credentials (default) or basic"},"baseUrl":{"type":"string","required":false,"visibility":"user-only","description":"Base URL of the S/4HANA host (Cloud Private / On-Premise)"},"tokenUrl":{"type":"string","required":false,"visibility":"user-only","description":"OAuth token URL (Cloud Private / On-Premise + OAuth)"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username for HTTP Basic auth"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password for HTTP Basic auth"},"filter":{"type":"string","required":false,"visibility":"user-or-llm","description":"OData $filter expression (e.g., \\"CompanyCode eq \'1010\'\\")"},"top":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum results to return ($top)"},"skip":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to skip ($skip)"},"orderBy":{"type":"string","required":false,"visibility":"user-or-llm","description":"OData $orderby expression"},"select":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated fields to return ($select)"},"expand":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated navigation properties to expand (e.g., \\"to_PurchaseOrderItem\\")"}}},"sap_s4hana_list_purchase_requisitions":{"id":"sap_s4hana_list_purchase_requisitions","name":"SAP S/4HANA List Purchase Requisitions","description":"List purchase requisitions from SAP S/4HANA Cloud (API_PURCHASEREQ_PROCESS_SRV, A_PurchaseRequisitionHeader) with optional OData $filter, $top, $skip, $orderby, $select, $expand. Note: API_PURCHASEREQ_PROCESS_SRV is deprecated since S/4HANA Cloud Public Edition 2402; the successor is API_PURCHASEREQUISITION_2 (OData v4). This tool still works against tenants where the legacy service is enabled.","version":"1.0.0","params":{"subdomain":{"type":"string","required":false,"visibility":"user-only","description":"SAP BTP subaccount subdomain (technical name of your subaccount, not the S/4HANA host)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"BTP region (e.g. eu10, us10)"},"clientId":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client ID from the S/4HANA Communication Arrangement"},"clientSecret":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client secret from the S/4HANA Communication Arrangement"},"deploymentType":{"type":"string","required":false,"visibility":"user-only","description":"Deployment type: cloud_public (default), cloud_private, or on_premise"},"authType":{"type":"string","required":false,"visibility":"user-only","description":"Authentication type: oauth_client_credentials (default) or 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($skip)"},"orderBy":{"type":"string","required":false,"visibility":"user-or-llm","description":"OData $orderby expression"},"select":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated fields to return ($select)"},"expand":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated navigation properties to expand (e.g., \\"to_PurchaseReqnItem\\")"}}},"sap_s4hana_list_sales_orders":{"id":"sap_s4hana_list_sales_orders","name":"SAP S/4HANA List Sales Orders","description":"List sales orders from SAP S/4HANA Cloud (API_SALES_ORDER_SRV, A_SalesOrder) with optional OData $filter, $top, $skip, $orderby, $select, $expand.","version":"1.0.0","params":{"subdomain":{"type":"string","required":false,"visibility":"user-only","description":"SAP BTP subaccount subdomain (technical name of your subaccount, not the S/4HANA host)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"BTP region (e.g. 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OAuth)"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username for HTTP Basic auth"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password for HTTP Basic auth"},"filter":{"type":"string","required":false,"visibility":"user-or-llm","description":"OData $filter expression (e.g., \\"SalesOrganization eq \'1010\'\\")"},"top":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum results to return ($top)"},"skip":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to skip ($skip)"},"orderBy":{"type":"string","required":false,"visibility":"user-or-llm","description":"OData $orderby expression"},"select":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated fields to return ($select)"},"expand":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated navigation properties to expand (e.g., \\"to_Item,to_Partner\\")"}}},"sap_s4hana_list_supplier_invoices":{"id":"sap_s4hana_list_supplier_invoices","name":"SAP S/4HANA List Supplier Invoices","description":"List supplier invoices from SAP S/4HANA Cloud (API_SUPPLIERINVOICE_PROCESS_SRV, A_SupplierInvoice) with optional OData $filter, $top, $skip, $orderby, $select, $expand.","version":"1.0.0","params":{"subdomain":{"type":"string","required":false,"visibility":"user-only","description":"SAP BTP subaccount subdomain (technical name of your subaccount, not the S/4HANA host)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"BTP region (e.g. eu10, us10)"},"clientId":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client ID from the S/4HANA Communication Arrangement"},"clientSecret":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client secret from the S/4HANA Communication Arrangement"},"deploymentType":{"type":"string","required":false,"visibility":"user-only","description":"Deployment type: cloud_public (default), cloud_private, or on_premise"},"authType":{"type":"string","required":false,"visibility":"user-only","description":"Authentication type: oauth_client_credentials (default) or basic"},"baseUrl":{"type":"string","required":false,"visibility":"user-only","description":"Base URL of the S/4HANA host (Cloud Private / On-Premise)"},"tokenUrl":{"type":"string","required":false,"visibility":"user-only","description":"OAuth token URL (Cloud Private / On-Premise + OAuth)"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username for HTTP Basic auth"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password for HTTP Basic auth"},"filter":{"type":"string","required":false,"visibility":"user-or-llm","description":"OData $filter expression (e.g., \\"InvoicingParty eq \'17300001\'\\")"},"top":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum results to return ($top)"},"skip":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to skip ($skip)"},"orderBy":{"type":"string","required":false,"visibility":"user-or-llm","description":"OData $orderby expression"},"select":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated fields to return ($select)"},"expand":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated navigation properties to expand ($expand)"}}},"sap_s4hana_list_suppliers":{"id":"sap_s4hana_list_suppliers","name":"SAP S/4HANA List Suppliers","description":"List suppliers from SAP S/4HANA Cloud (API_BUSINESS_PARTNER, A_Supplier) with optional OData $filter, $top, $skip, $orderby, $select, $expand.","version":"1.0.0","params":{"subdomain":{"type":"string","required":false,"visibility":"user-only","description":"SAP BTP subaccount subdomain (technical name of your subaccount, not the S/4HANA host)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"BTP region (e.g. eu10, us10)"},"clientId":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client ID from the S/4HANA Communication Arrangement"},"clientSecret":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client secret from the S/4HANA Communication Arrangement"},"deploymentType":{"type":"string","required":false,"visibility":"user-only","description":"Deployment type: cloud_public (default), cloud_private, or on_premise"},"authType":{"type":"string","required":false,"visibility":"user-only","description":"Authentication type: oauth_client_credentials (default) or basic"},"baseUrl":{"type":"string","required":false,"visibility":"user-only","description":"Base URL of the S/4HANA host (Cloud Private / On-Premise)"},"tokenUrl":{"type":"string","required":false,"visibility":"user-only","description":"OAuth token URL (Cloud Private / On-Premise + OAuth)"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username for HTTP Basic auth"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password for HTTP Basic auth"},"filter":{"type":"string","required":false,"visibility":"user-or-llm","description":"OData $filter expression (e.g., \\"SupplierAccountGroup eq \'BP02\'\\")"},"top":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum results to return ($top)"},"skip":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to skip ($skip)"},"orderBy":{"type":"string","required":false,"visibility":"user-or-llm","description":"OData $orderby expression"},"select":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated fields to return ($select)"},"expand":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated navigation properties to expand (e.g., \\"to_SupplierCompany,to_SupplierPurchasingOrg\\")"}}},"sap_s4hana_odata_query":{"id":"sap_s4hana_odata_query","name":"SAP S/4HANA OData Query","description":"Make an arbitrary OData v2 call against any SAP S/4HANA Cloud whitelisted Communication Scenario. Use when no dedicated tool exists for the entity. The proxy handles auth, CSRF, and OData unwrapping. For write operations (POST/PUT/PATCH/MERGE/DELETE), pass an If-Match ETag obtained from a prior GET to avoid lost updates; misuse will mutate production data.","version":"1.0.0","params":{"subdomain":{"type":"string","required":false,"visibility":"user-only","description":"SAP BTP subaccount subdomain (technical name of your subaccount, not the S/4HANA host)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"BTP region (e.g. eu10, us10)"},"clientId":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client ID from the S/4HANA Communication Arrangement"},"clientSecret":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client secret from the S/4HANA Communication Arrangement"},"deploymentType":{"type":"string","required":false,"visibility":"user-only","description":"Deployment type: cloud_public (default), cloud_private, or on_premise"},"authType":{"type":"string","required":false,"visibility":"user-only","description":"Authentication type: oauth_client_credentials (default) or basic"},"baseUrl":{"type":"string","required":false,"visibility":"user-only","description":"Base URL of the S/4HANA host (Cloud Private / On-Premise)"},"tokenUrl":{"type":"string","required":false,"visibility":"user-only","description":"OAuth token URL (Cloud Private / On-Premise + OAuth)"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username for HTTP Basic auth"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password for HTTP Basic auth"},"service":{"type":"string","required":true,"visibility":"user-or-llm","description":"OData service name (e.g., \\"API_BUSINESS_PARTNER\\", \\"API_SALES_ORDER_SRV\\")"},"path":{"type":"string","required":true,"visibility":"user-or-llm","description":"Path inside the service (e.g., \\"/A_BusinessPartner\\" or \\"/A_BusinessPartner(\'1000123\')\\")"},"method":{"type":"string","required":false,"visibility":"user-or-llm","description":"HTTP method: GET (default), POST, PATCH, PUT, DELETE, MERGE"},"query":{"type":"json","required":false,"visibility":"user-or-llm","description":"OData query parameters as JSON object or query string (e.g., {\\"$filter\\":\\"BusinessPartnerCategory eq \'1\'\\",\\"$top\\":10}). $format=json is added automatically when omitted."},"body":{"type":"json","required":false,"visibility":"user-or-llm","description":"JSON request body for write operations"},"ifMatch":{"type":"string","required":false,"visibility":"user-or-llm","description":"ETag value for the If-Match header (required by SAP for PATCH/PUT/DELETE on existing entities)"}}},"sap_s4hana_update_business_partner":{"id":"sap_s4hana_update_business_partner","name":"SAP S/4HANA Update Business Partner","description":"Update fields on an A_BusinessPartner entity in SAP S/4HANA Cloud (API_BUSINESS_PARTNER). Uses HTTP MERGE (OData v2 partial update) — only the fields you provide are written; existing values are preserved. If-Match defaults to a wildcard (unconditional) — for safe concurrent updates pass the ETag from a prior GET to avoid lost updates. Deep updates on nested associations (e.g. to_BusinessPartnerAddress) are not supported by SAP (KBA 2833338) — use the dedicated child endpoints.","version":"1.0.0","params":{"subdomain":{"type":"string","required":false,"visibility":"user-only","description":"SAP BTP subaccount subdomain (technical name of your subaccount, not the S/4HANA host)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"BTP region (e.g. eu10, us10)"},"clientId":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client ID from the S/4HANA Communication Arrangement"},"clientSecret":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client secret from the S/4HANA Communication Arrangement"},"deploymentType":{"type":"string","required":false,"visibility":"user-only","description":"Deployment type: cloud_public (default), cloud_private, or on_premise"},"authType":{"type":"string","required":false,"visibility":"user-only","description":"Authentication type: oauth_client_credentials (default) or basic"},"baseUrl":{"type":"string","required":false,"visibility":"user-only","description":"Base URL of the S/4HANA host (Cloud Private / On-Premise)"},"tokenUrl":{"type":"string","required":false,"visibility":"user-only","description":"OAuth token URL (Cloud Private / On-Premise + OAuth)"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username for HTTP Basic auth"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password for HTTP Basic auth"},"businessPartner":{"type":"string","required":true,"visibility":"user-or-llm","description":"BusinessPartner key to update (string, up to 10 characters)"},"body":{"type":"json","required":true,"visibility":"user-or-llm","description":"JSON object with A_BusinessPartner fields to update (e.g., {\\"FirstName\\":\\"Jane\\",\\"SearchTerm1\\":\\"VIP\\"})"},"ifMatch":{"type":"string","required":false,"visibility":"user-or-llm","description":"If-Match ETag for optimistic concurrency. Defaults to \\"*\\" (unconditional)."}}},"sap_s4hana_update_customer":{"id":"sap_s4hana_update_customer","name":"SAP S/4HANA Update Customer","description":"Update fields on an A_Customer entity in SAP S/4HANA Cloud (API_BUSINESS_PARTNER). Uses HTTP MERGE (OData v2 partial update) — only the fields you provide are written; existing values are preserved. A_Customer is limited to modifiable fields such as OrderIsBlockedForCustomer, DeliveryIsBlocked, BillingIsBlockedForCustomer (Edm.String reason codes like \\"01\\"), PostingIsBlocked, and DeletionIndicator (Edm.Boolean). If-Match defaults to a wildcard - for safe concurrent updates pass the ETag from a prior GET to avoid lost updates.","version":"1.0.0","params":{"subdomain":{"type":"string","required":false,"visibility":"user-only","description":"SAP BTP subaccount subdomain (technical name of your subaccount, not the S/4HANA host)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"BTP region (e.g. eu10, us10)"},"clientId":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client ID from the S/4HANA Communication Arrangement"},"clientSecret":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client secret from the S/4HANA Communication Arrangement"},"deploymentType":{"type":"string","required":false,"visibility":"user-only","description":"Deployment type: cloud_public (default), cloud_private, or on_premise"},"authType":{"type":"string","required":false,"visibility":"user-only","description":"Authentication type: oauth_client_credentials (default) or basic"},"baseUrl":{"type":"string","required":false,"visibility":"user-only","description":"Base URL of the S/4HANA host (Cloud Private / On-Premise)"},"tokenUrl":{"type":"string","required":false,"visibility":"user-only","description":"OAuth token URL (Cloud Private / On-Premise + OAuth)"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username for HTTP Basic auth"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password for HTTP Basic auth"},"customer":{"type":"string","required":true,"visibility":"user-or-llm","description":"Customer key to update (string, up to 10 characters)"},"body":{"type":"json","required":true,"visibility":"user-or-llm","description":"JSON object with A_Customer fields to update (e.g., {\\"OrderIsBlockedForCustomer\\":\\"01\\",\\"DeletionIndicator\\":false}). Block-reason fields are Edm.String codes, not booleans."},"ifMatch":{"type":"string","required":false,"visibility":"user-or-llm","description":"If-Match ETag for optimistic concurrency. Defaults to \\"*\\" (unconditional)."}}},"sap_s4hana_update_product":{"id":"sap_s4hana_update_product","name":"SAP S/4HANA Update Product","description":"Update fields on an A_Product entity in SAP S/4HANA Cloud (API_PRODUCT_SRV). Uses HTTP MERGE (OData v2 partial update) — only the fields you provide are written; existing values are preserved. Flat scalar header fields only — deep/multi-entity updates across navigation properties are not supported by API_PRODUCT_SRV MERGE/PUT (see SAP KBA 2833338); update child entities (plant, valuation, sales data, etc.) via their own endpoints. If-Match defaults to a wildcard (unconditional) — for safe concurrent updates pass the ETag from a prior GET.","version":"1.0.0","params":{"subdomain":{"type":"string","required":false,"visibility":"user-only","description":"SAP BTP subaccount subdomain (technical name of your subaccount, not the S/4HANA host)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"BTP region (e.g. eu10, us10)"},"clientId":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client ID from the S/4HANA Communication Arrangement"},"clientSecret":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client secret from the S/4HANA Communication Arrangement"},"deploymentType":{"type":"string","required":false,"visibility":"user-only","description":"Deployment type: cloud_public (default), cloud_private, or on_premise"},"authType":{"type":"string","required":false,"visibility":"user-only","description":"Authentication type: oauth_client_credentials (default) or basic"},"baseUrl":{"type":"string","required":false,"visibility":"user-only","description":"Base URL of the S/4HANA host (Cloud Private / On-Premise)"},"tokenUrl":{"type":"string","required":false,"visibility":"user-only","description":"OAuth token URL (Cloud Private / On-Premise + OAuth)"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username for HTTP Basic auth"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password for HTTP Basic auth"},"product":{"type":"string","required":true,"visibility":"user-or-llm","description":"Product key to update (string, up to 40 characters)"},"body":{"type":"json","required":true,"visibility":"user-or-llm","description":"JSON object with A_Product fields to update (e.g., {\\"ProductGroup\\":\\"L001\\",\\"IsMarkedForDeletion\\":false})"},"ifMatch":{"type":"string","required":false,"visibility":"user-or-llm","description":"If-Match ETag for optimistic concurrency. Defaults to \\"*\\" (unconditional)."}}},"sap_s4hana_update_purchase_order":{"id":"sap_s4hana_update_purchase_order","name":"SAP S/4HANA Update Purchase Order","description":"Update fields on an A_PurchaseOrder header in SAP S/4HANA Cloud (API_PURCHASEORDER_PROCESS_SRV). Uses HTTP MERGE (OData v2 partial update) — only the fields you provide are written; existing values are preserved. Header-only — line-item changes are not supported via deep update on the header (SAP KBA 2833338); use the A_PurchaseOrderItem entity directly to modify items. If-Match defaults to a wildcard - for safe concurrent updates pass the ETag from a prior GET to avoid lost updates.","version":"1.0.0","params":{"subdomain":{"type":"string","required":false,"visibility":"user-only","description":"SAP BTP subaccount subdomain (technical name of your subaccount, not the S/4HANA host)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"BTP region (e.g. eu10, us10)"},"clientId":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client ID from the S/4HANA Communication Arrangement"},"clientSecret":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client secret from the S/4HANA Communication Arrangement"},"deploymentType":{"type":"string","required":false,"visibility":"user-only","description":"Deployment type: cloud_public (default), cloud_private, or on_premise"},"authType":{"type":"string","required":false,"visibility":"user-only","description":"Authentication type: oauth_client_credentials (default) or basic"},"baseUrl":{"type":"string","required":false,"visibility":"user-only","description":"Base URL of the S/4HANA host (Cloud Private / On-Premise)"},"tokenUrl":{"type":"string","required":false,"visibility":"user-only","description":"OAuth token URL (Cloud Private / On-Premise + OAuth)"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username for HTTP Basic auth"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password for HTTP Basic auth"},"purchaseOrder":{"type":"string","required":true,"visibility":"user-or-llm","description":"PurchaseOrder key to update (string, up to 10 characters)"},"body":{"type":"json","required":true,"visibility":"user-or-llm","description":"JSON object with A_PurchaseOrder fields to update (e.g., {\\"PurchasingGroup\\":\\"002\\",\\"PurchaseOrderDate\\":\\"/Date(1735689600000)/\\"})"},"ifMatch":{"type":"string","required":false,"visibility":"user-or-llm","description":"If-Match ETag for optimistic concurrency. Defaults to \\"*\\" (unconditional)."}}},"sap_s4hana_update_purchase_requisition":{"id":"sap_s4hana_update_purchase_requisition","name":"SAP S/4HANA Update Purchase Requisition","description":"Update fields on an A_PurchaseRequisitionHeader entity in SAP S/4HANA Cloud (API_PURCHASEREQ_PROCESS_SRV; deprecated since S/4HANA 2402, successor is API_PURCHASEREQUISITION_2 OData v4). Uses HTTP MERGE (OData v2 partial update) — only the fields you provide are written; existing values are preserved. Header-only — deep updates across navigations are not supported (SAP KBA 2833338); use the A_PurchaseReqnItem entity directly to modify items. If-Match defaults to a wildcard - for safe concurrent updates pass the ETag from a prior GET to avoid lost updates.","version":"1.0.0","params":{"subdomain":{"type":"string","required":false,"visibility":"user-only","description":"SAP BTP subaccount subdomain (technical name of your subaccount, not the S/4HANA host)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"BTP region (e.g. eu10, us10)"},"clientId":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client ID from the S/4HANA Communication Arrangement"},"clientSecret":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client secret from the S/4HANA Communication Arrangement"},"deploymentType":{"type":"string","required":false,"visibility":"user-only","description":"Deployment type: cloud_public (default), cloud_private, or on_premise"},"authType":{"type":"string","required":false,"visibility":"user-only","description":"Authentication type: oauth_client_credentials (default) or basic"},"baseUrl":{"type":"string","required":false,"visibility":"user-only","description":"Base URL of the S/4HANA host (Cloud Private / On-Premise)"},"tokenUrl":{"type":"string","required":false,"visibility":"user-only","description":"OAuth token URL (Cloud Private / On-Premise + OAuth)"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username for HTTP Basic auth"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password for HTTP Basic auth"},"purchaseRequisition":{"type":"string","required":true,"visibility":"user-or-llm","description":"PurchaseRequisition key to update (string, up to 10 characters)"},"body":{"type":"json","required":true,"visibility":"user-or-llm","description":"JSON object with A_PurchaseRequisitionHeader fields to update (e.g., {\\"PurchaseRequisitionType\\":\\"NB\\"})"},"ifMatch":{"type":"string","required":false,"visibility":"user-or-llm","description":"If-Match ETag for optimistic concurrency. Defaults to \\"*\\" (unconditional)."}}},"sap_s4hana_update_sales_order":{"id":"sap_s4hana_update_sales_order","name":"SAP S/4HANA Update Sales Order","description":"Update fields on an A_SalesOrder header in SAP S/4HANA Cloud (API_SALES_ORDER_SRV). Uses HTTP MERGE (OData v2 partial update) — only the fields you provide are written; existing values are preserved. Header-only — deep updates to to_Item / to_Partner / to_PricingElement navigations are not supported (see SAP KBA 2833338); use A_SalesOrderItem operations for line-level changes. If-Match defaults to a wildcard (unconditional) — for safe concurrent updates pass the ETag from a prior GET to avoid lost updates.","version":"1.0.0","params":{"subdomain":{"type":"string","required":false,"visibility":"user-only","description":"SAP BTP subaccount subdomain (technical name of your subaccount, not the S/4HANA host)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"BTP region (e.g. eu10, us10)"},"clientId":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client ID from the S/4HANA Communication Arrangement"},"clientSecret":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client secret from the S/4HANA Communication Arrangement"},"deploymentType":{"type":"string","required":false,"visibility":"user-only","description":"Deployment type: cloud_public (default), cloud_private, or on_premise"},"authType":{"type":"string","required":false,"visibility":"user-only","description":"Authentication type: oauth_client_credentials (default) or basic"},"baseUrl":{"type":"string","required":false,"visibility":"user-only","description":"Base URL of the S/4HANA host (Cloud Private / On-Premise)"},"tokenUrl":{"type":"string","required":false,"visibility":"user-only","description":"OAuth token URL (Cloud Private / On-Premise + OAuth)"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username for HTTP Basic auth"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password for HTTP Basic auth"},"salesOrder":{"type":"string","required":true,"visibility":"user-or-llm","description":"SalesOrder key to update (string, up to 10 characters)"},"body":{"type":"json","required":true,"visibility":"user-or-llm","description":"JSON object with A_SalesOrder fields to update (e.g., {\\"PurchaseOrderByCustomer\\":\\"PO-12345\\",\\"HeaderBillingBlockReason\\":\\"01\\"})"},"ifMatch":{"type":"string","required":false,"visibility":"user-or-llm","description":"If-Match ETag for optimistic concurrency. Defaults to \\"*\\" (unconditional)."}}},"sap_s4hana_update_supplier":{"id":"sap_s4hana_update_supplier","name":"SAP S/4HANA Update Supplier","description":"Update fields on an A_Supplier entity in SAP S/4HANA Cloud (API_BUSINESS_PARTNER). Uses HTTP MERGE (OData v2 partial update) — only the fields you provide are written; existing values are preserved. A_Supplier is limited to modifiable fields such as PostingIsBlocked, PurchasingIsBlocked, PaymentIsBlockedForSupplier, DeletionIndicator, and SupplierAccountGroup; company-code/purchasing-org segments must be updated via the `to_SupplierCompany` / `to_SupplierPurchasingOrg` deep-update endpoints. If-Match defaults to a wildcard - for safe concurrent updates pass the ETag from a prior GET to avoid lost updates.","version":"1.0.0","params":{"subdomain":{"type":"string","required":false,"visibility":"user-only","description":"SAP BTP subaccount subdomain (technical name of your subaccount, not the S/4HANA host)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"BTP region (e.g. eu10, us10)"},"clientId":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client ID from the S/4HANA Communication Arrangement"},"clientSecret":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client secret from the S/4HANA Communication Arrangement"},"deploymentType":{"type":"string","required":false,"visibility":"user-only","description":"Deployment type: cloud_public (default), cloud_private, or on_premise"},"authType":{"type":"string","required":false,"visibility":"user-only","description":"Authentication type: oauth_client_credentials (default) or basic"},"baseUrl":{"type":"string","required":false,"visibility":"user-only","description":"Base URL of the S/4HANA host (Cloud Private / On-Premise)"},"tokenUrl":{"type":"string","required":false,"visibility":"user-only","description":"OAuth token URL (Cloud Private / On-Premise + OAuth)"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username for HTTP Basic auth"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password for HTTP Basic auth"},"supplier":{"type":"string","required":true,"visibility":"user-or-llm","description":"Supplier key to update (string, up to 10 characters)"},"body":{"type":"json","required":true,"visibility":"user-or-llm","description":"JSON object with A_Supplier fields to update (e.g., {\\"PaymentIsBlockedForSupplier\\":true,\\"PostingIsBlocked\\":true})"},"ifMatch":{"type":"string","required":false,"visibility":"user-or-llm","description":"If-Match ETag for optimistic concurrency. Defaults to \\"*\\" (unconditional)."}}},"search_tool":{"id":"search_tool","name":"Web Search","description":"Search the web. Returns the most relevant web results, including title, link, snippet, and date for each result.","version":"1.0.0","params":{"query":{"type":"string","required":true,"visibility":"user-or-llm","description":"The search query"}}},"secrets_manager_create_secret":{"id":"secrets_manager_create_secret","name":"Secrets Manager Create Secret","description":"Create a new secret in AWS Secrets Manager","version":"1.0.0","params":{"region":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"accessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"secretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name of the secret to create"},"secretValue":{"type":"string","required":true,"visibility":"user-or-llm","description":"The secret value (plain text or JSON string)"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Description of the secret"}}},"secrets_manager_delete_secret":{"id":"secrets_manager_delete_secret","name":"Secrets Manager Delete Secret","description":"Delete a secret from AWS Secrets Manager","version":"1.0.0","params":{"region":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"accessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"secretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"secretId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The name or ARN of the secret to delete"},"recoveryWindowInDays":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of days before permanent deletion (7-30, default 30)"},"forceDelete":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"If true, immediately delete without recovery window"}}},"secrets_manager_describe_secret":{"id":"secrets_manager_describe_secret","name":"Secrets Manager Describe Secret","description":"Retrieve full metadata for a secret in AWS Secrets Manager, including rotation configuration and replication status, without exposing the secret value","version":"1.0.0","params":{"region":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"accessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"secretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"secretId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The name or ARN of the secret to describe"}}},"secrets_manager_get_secret":{"id":"secrets_manager_get_secret","name":"Secrets Manager Get Secret","description":"Retrieve a secret value from AWS Secrets Manager","version":"1.0.0","params":{"region":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"accessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"secretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"secretId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The name or ARN of the secret to retrieve"},"versionId":{"type":"string","required":false,"visibility":"user-or-llm","description":"The unique identifier of the version to retrieve"},"versionStage":{"type":"string","required":false,"visibility":"user-or-llm","description":"The staging label of the version to retrieve (e.g., AWSCURRENT, AWSPREVIOUS)"}}},"secrets_manager_list_secrets":{"id":"secrets_manager_list_secrets","name":"Secrets Manager List Secrets","description":"List secrets stored in AWS Secrets Manager","version":"1.0.0","params":{"region":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"accessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"secretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"maxResults":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of secrets to return (1-100, default 100)"},"nextToken":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination token from a previous request"}}},"secrets_manager_restore_secret":{"id":"secrets_manager_restore_secret","name":"Secrets Manager Restore Secret","description":"Cancel a scheduled deletion for a secret in AWS Secrets Manager, restoring access to it","version":"1.0.0","params":{"region":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"accessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"secretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"secretId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The name or ARN of the secret to restore"}}},"secrets_manager_rotate_secret":{"id":"secrets_manager_rotate_secret","name":"Secrets Manager Rotate Secret","description":"Start or reconfigure rotation for a secret in AWS Secrets Manager","version":"1.0.0","params":{"region":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"accessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"secretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"secretId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The name or ARN of the secret to rotate"},"clientRequestToken":{"type":"string","required":false,"visibility":"user-or-llm","description":"Idempotency token for the new secret version (32-64 characters)"},"rotationLambdaARN":{"type":"string","required":false,"visibility":"user-or-llm","description":"ARN of the Lambda function that performs rotation (omit for managed rotation)"},"automaticallyAfterDays":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of days between rotations (1-1000). Mutually exclusive with schedule expression"},"duration":{"type":"string","required":false,"visibility":"user-or-llm","description":"Length of the rotation window in hours, e.g. \\"3h\\""},"scheduleExpression":{"type":"string","required":false,"visibility":"user-or-llm","description":"A cron() or rate() expression defining the rotation schedule"},"rotateImmediately":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to rotate immediately (default true) or wait for the next scheduled window"}}},"secrets_manager_tag_resource":{"id":"secrets_manager_tag_resource","name":"Secrets Manager Tag Resource","description":"Attach tags to a secret in AWS Secrets Manager","version":"1.0.0","params":{"region":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"accessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"secretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"secretId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The name or ARN of the secret to tag"},"tags":{"type":"json","required":true,"visibility":"user-or-llm","description":"Tags to attach, as an array of {key, value} pairs (max 50)"}}},"secrets_manager_untag_resource":{"id":"secrets_manager_untag_resource","name":"Secrets Manager Untag Resource","description":"Remove tags from a secret in AWS Secrets Manager","version":"1.0.0","params":{"region":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"accessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"secretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"secretId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The name or ARN of the secret to untag"},"tagKeys":{"type":"json","required":true,"visibility":"user-or-llm","description":"Tag keys to remove, as an array of strings (max 50)"}}},"secrets_manager_update_secret":{"id":"secrets_manager_update_secret","name":"Secrets Manager Update Secret","description":"Update the value of an existing secret in AWS Secrets Manager","version":"1.0.0","params":{"region":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"accessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"secretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"secretId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The name or ARN of the secret to update"},"secretValue":{"type":"string","required":true,"visibility":"user-or-llm","description":"The new secret value (plain text or JSON string)"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Updated description of the secret"}}},"sendblue_evaluate_service":{"id":"sendblue_evaluate_service","name":"Sendblue Evaluate Service","description":"Check whether a phone number can receive iMessage or only SMS.","version":"1.0.0","params":{"apiKeyId":{"type":"string","required":true,"visibility":"user-only","description":"Sendblue API Key ID (sb-api-key-id)"},"apiSecretKey":{"type":"string","required":true,"visibility":"user-only","description":"Sendblue API Secret Key (sb-api-secret-key)"},"number":{"type":"string","required":true,"visibility":"user-or-llm","description":"Phone number to evaluate, in E.164 format (e.g., +19998887777)"}}},"sendblue_get_message":{"id":"sendblue_get_message","name":"Sendblue Get Message","description":"Retrieve a single message and its current status by message handle/ID.","version":"1.0.0","params":{"apiKeyId":{"type":"string","required":true,"visibility":"user-only","description":"Sendblue API Key ID (sb-api-key-id)"},"apiSecretKey":{"type":"string","required":true,"visibility":"user-only","description":"Sendblue API Secret Key (sb-api-secret-key)"},"message_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The message handle/ID returned when the message was sent."}}},"sendblue_send_group_message":{"id":"sendblue_send_group_message","name":"Sendblue Send Group Message","description":"Send an iMessage or SMS to a group of recipients via Sendblue.","version":"1.0.0","params":{"apiKeyId":{"type":"string","required":true,"visibility":"user-only","description":"Sendblue API Key ID (sb-api-key-id)"},"apiSecretKey":{"type":"string","required":true,"visibility":"user-only","description":"Sendblue API Secret Key (sb-api-secret-key)"},"numbers":{"type":"array","required":false,"visibility":"user-or-llm","description":"Recipient phone numbers in E.164 format (e.g., [\\"+19998887777\\", \\"+13334445555\\"]). Optional when sending to an existing group via group_id.","items":{"type":"string","description":"Phone number in E.164 format"}},"from_number":{"type":"string","required":true,"visibility":"user-or-llm","description":"One of your registered Sendblue phone numbers to send from, in E.164 format (e.g., +18887776666)"},"content":{"type":"string","required":false,"visibility":"user-or-llm","description":"Message text content. Either content or media_url must be provided."},"media_url":{"type":"string","required":false,"visibility":"user-or-llm","description":"URL of a media file to send. Either content or media_url must be provided."},"send_style":{"type":"string","required":false,"visibility":"user-or-llm","description":"iMessage expressive style (e.g., celebration, fireworks, lasers, confetti, balloons, invisible, slam)."},"seat_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"Seat (user) the message is attributed to. Accepts the seat UUID or Firebase Auth subject."},"group_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"Unique identifier of an existing group to send to. Omit to start a new group."},"status_callback":{"type":"string","required":false,"visibility":"user-only","description":"Webhook URL that Sendblue will POST message status updates to."}}},"sendblue_send_message":{"id":"sendblue_send_message","name":"Sendblue Send Message","description":"Send an iMessage or SMS to a single recipient via Sendblue.","version":"1.0.0","params":{"apiKeyId":{"type":"string","required":true,"visibility":"user-only","description":"Sendblue API Key ID (sb-api-key-id)"},"apiSecretKey":{"type":"string","required":true,"visibility":"user-only","description":"Sendblue API Secret Key (sb-api-secret-key)"},"number":{"type":"string","required":true,"visibility":"user-or-llm","description":"Recipient phone number in E.164 format (e.g., +19998887777)"},"from_number":{"type":"string","required":true,"visibility":"user-or-llm","description":"One of your registered Sendblue phone numbers to send from, in E.164 format (e.g., +18887776666)"},"content":{"type":"string","required":false,"visibility":"user-or-llm","description":"Message text content. Either content or media_url must be provided."},"media_url":{"type":"string","required":false,"visibility":"user-or-llm","description":"URL of a media file to send. Either content or media_url must be provided."},"send_style":{"type":"string","required":false,"visibility":"user-or-llm","description":"iMessage expressive style (e.g., celebration, fireworks, lasers, confetti, balloons, invisible, slam)."},"seat_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"Seat (user) the message is attributed to. Accepts the seat UUID or Firebase Auth subject."},"status_callback":{"type":"string","required":false,"visibility":"user-only","description":"Webhook URL that Sendblue will POST message status updates to."}}},"sendblue_send_typing_indicator":{"id":"sendblue_send_typing_indicator","name":"Sendblue Send Typing Indicator","description":"Display a typing indicator to a recipient (not supported in group chats).","version":"1.0.0","params":{"apiKeyId":{"type":"string","required":true,"visibility":"user-only","description":"Sendblue API Key ID (sb-api-key-id)"},"apiSecretKey":{"type":"string","required":true,"visibility":"user-only","description":"Sendblue API Secret Key (sb-api-secret-key)"},"number":{"type":"string","required":true,"visibility":"user-or-llm","description":"Recipient\'s phone number in E.164 format (e.g., +19998887777)"},"from_number":{"type":"string","required":false,"visibility":"user-or-llm","description":"Your Sendblue line number to send from, in E.164 format."},"state":{"type":"string","required":false,"visibility":"user-or-llm","description":"\\"start\\" (default) shows the indicator; \\"stop\\" ends an active indicator before max_duration_ms expires."},"max_duration_ms":{"type":"number","required":false,"visibility":"user-or-llm","description":"How long (ms) the indicator stays visible before auto-stopping. Defaults to 60000. Must be between 1 and 300000."}}},"sendgrid_add_contact":{"id":"sendgrid_add_contact","name":"SendGrid Add Contact","description":"Add a new contact to SendGrid","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"SendGrid API key"},"email":{"type":"string","required":true,"visibility":"user-or-llm","description":"Contact email address"},"firstName":{"type":"string","required":false,"visibility":"user-or-llm","description":"Contact first name"},"lastName":{"type":"string","required":false,"visibility":"user-or-llm","description":"Contact last name"},"customFields":{"type":"json","required":false,"visibility":"user-or-llm","description":"JSON object of custom field key-value pairs (use field IDs like e1_T, e2_N, e3_D, not field names)"},"listIds":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list IDs to add the contact to"}}},"sendgrid_add_contacts_to_list":{"id":"sendgrid_add_contacts_to_list","name":"SendGrid Add Contacts to List","description":"Add or update contacts and assign them to a list in SendGrid (uses PUT /v3/marketing/contacts)","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"SendGrid API key"},"listId":{"type":"string","required":true,"visibility":"user-or-llm","description":"List ID to add contacts to"},"contacts":{"type":"json","required":true,"visibility":"user-or-llm","description":"JSON array of contact objects. Each contact must have at least: email (or phone_number_id/external_id/anonymous_id). Example: [{\\"email\\": \\"user@example.com\\", \\"first_name\\": \\"John\\"}]"}}},"sendgrid_create_list":{"id":"sendgrid_create_list","name":"SendGrid Create List","description":"Create a new contact list in SendGrid","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"SendGrid API key"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"List name"}}},"sendgrid_create_template":{"id":"sendgrid_create_template","name":"SendGrid Create Template","description":"Create a new email template in SendGrid","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"SendGrid API key"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Template name"},"generation":{"type":"string","required":false,"visibility":"user-or-llm","description":"Template generation type (legacy or dynamic, default: dynamic)"}}},"sendgrid_create_template_version":{"id":"sendgrid_create_template_version","name":"SendGrid Create Template Version","description":"Create a new version of an email template in SendGrid","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"SendGrid API key"},"templateId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Template ID"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Version name"},"subject":{"type":"string","required":true,"visibility":"user-or-llm","description":"Email subject line"},"htmlContent":{"type":"string","required":false,"visibility":"user-or-llm","description":"HTML content of the template"},"plainContent":{"type":"string","required":false,"visibility":"user-or-llm","description":"Plain text content of the template"},"active":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether this version is active (default: true)"}}},"sendgrid_delete_contacts":{"id":"sendgrid_delete_contacts","name":"SendGrid Delete Contacts","description":"Delete one or more contacts from SendGrid","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"SendGrid API key"},"contactIds":{"type":"string","required":true,"visibility":"user-or-llm","description":"Comma-separated contact IDs to delete"}}},"sendgrid_delete_list":{"id":"sendgrid_delete_list","name":"SendGrid Delete List","description":"Delete a contact list from SendGrid","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"SendGrid API key"},"listId":{"type":"string","required":true,"visibility":"user-or-llm","description":"List ID to delete"}}},"sendgrid_delete_template":{"id":"sendgrid_delete_template","name":"SendGrid Delete Template","description":"Delete an email template from SendGrid","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"SendGrid API key"},"templateId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Template ID to delete"}}},"sendgrid_get_contact":{"id":"sendgrid_get_contact","name":"SendGrid Get Contact","description":"Get a specific contact by ID from SendGrid","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"SendGrid API key"},"contactId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Contact ID"}}},"sendgrid_get_list":{"id":"sendgrid_get_list","name":"SendGrid Get List","description":"Get a specific list by ID from SendGrid","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"SendGrid API key"},"listId":{"type":"string","required":true,"visibility":"user-or-llm","description":"List ID"}}},"sendgrid_get_template":{"id":"sendgrid_get_template","name":"SendGrid Get Template","description":"Get a specific template by ID from SendGrid","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"SendGrid API key"},"templateId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Template ID"}}},"sendgrid_list_all_lists":{"id":"sendgrid_list_all_lists","name":"SendGrid List All Lists","description":"Get all contact lists from SendGrid","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"SendGrid API key"},"pageSize":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of lists to return per page (default: 100, max: 1000)"},"pageToken":{"type":"string","required":false,"visibility":"user-or-llm","description":"Page token from a previous response (nextPageToken) to fetch the next page"}}},"sendgrid_list_templates":{"id":"sendgrid_list_templates","name":"SendGrid List Templates","description":"Get all email templates from SendGrid","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"SendGrid API key"},"generations":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by generation (legacy, dynamic, or both)"},"pageSize":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of templates to return per page (default: 20, max: 200). When paginating with pageToken, pass the same pageSize used on the first request to keep page boundaries consistent."},"pageToken":{"type":"string","required":false,"visibility":"user-or-llm","description":"Page token from a previous response (nextPageToken) to fetch the next page"}}},"sendgrid_remove_contacts_from_list":{"id":"sendgrid_remove_contacts_from_list","name":"SendGrid Remove Contacts from List","description":"Remove contacts from a specific list in SendGrid","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"SendGrid API key"},"listId":{"type":"string","required":true,"visibility":"user-or-llm","description":"List ID"},"contactIds":{"type":"string","required":true,"visibility":"user-or-llm","description":"Comma-separated contact IDs to remove from the list"}}},"sendgrid_search_contacts":{"id":"sendgrid_search_contacts","name":"SendGrid Search Contacts","description":"Search for contacts in SendGrid using a query","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"SendGrid API key"},"query":{"type":"string","required":true,"visibility":"user-or-llm","description":"Search query (e.g., \\"email LIKE \'%example.com%\' AND CONTAINS(list_ids, \'list-id\')\\")"}}},"sendgrid_send_mail":{"id":"sendgrid_send_mail","name":"SendGrid Send Mail","description":"Send an email using SendGrid API","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"SendGrid API key"},"from":{"type":"string","required":true,"visibility":"user-or-llm","description":"Sender email address (must be verified in SendGrid)"},"fromName":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sender name"},"to":{"type":"string","required":true,"visibility":"user-or-llm","description":"Recipient email address"},"toName":{"type":"string","required":false,"visibility":"user-or-llm","description":"Recipient name"},"subject":{"type":"string","required":false,"visibility":"user-or-llm","description":"Email subject (required unless using a template with pre-defined subject)"},"content":{"type":"string","required":false,"visibility":"user-or-llm","description":"Email body content (required unless using a template with pre-defined content)"},"contentType":{"type":"string","required":false,"visibility":"user-or-llm","description":"Content type (text/plain or text/html)"},"cc":{"type":"string","required":false,"visibility":"user-or-llm","description":"CC email address"},"bcc":{"type":"string","required":false,"visibility":"user-or-llm","description":"BCC email address"},"replyTo":{"type":"string","required":false,"visibility":"user-or-llm","description":"Reply-to email address"},"replyToName":{"type":"string","required":false,"visibility":"user-or-llm","description":"Reply-to name"},"attachments":{"type":"file[]","required":false,"visibility":"user-or-llm","description":"Files to attach to the email (UserFile objects)"},"templateId":{"type":"string","required":false,"visibility":"user-or-llm","description":"SendGrid template ID to use"},"dynamicTemplateData":{"type":"json","required":false,"visibility":"user-or-llm","description":"JSON object of dynamic template data"}}},"sentry_events_get":{"id":"sentry_events_get","name":"Get Event","description":"Retrieve detailed information about a specific Sentry event by its ID. Returns complete event details including stack traces, breadcrumbs, context, and user information.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Sentry API authentication token"},"organizationSlug":{"type":"string","required":true,"visibility":"user-or-llm","description":"The slug of the organization (e.g., \\"my-org\\")"},"projectSlug":{"type":"string","required":true,"visibility":"user-or-llm","description":"The slug of the project (e.g., \\"my-project\\")"},"eventId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The unique ID of the event to retrieve (e.g., \\"abc123def456\\")"}}},"sentry_events_list":{"id":"sentry_events_list","name":"List Events","description":"List events from a Sentry project. Can be filtered by issue ID, query, or time period. Returns event details including context, tags, and user information.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Sentry API authentication token"},"organizationSlug":{"type":"string","required":true,"visibility":"user-or-llm","description":"The slug of the organization (e.g., \\"my-org\\")"},"projectSlug":{"type":"string","required":true,"visibility":"user-or-llm","description":"The slug of the project to list events from (e.g., \\"my-project\\")"},"issueId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter events by a specific issue ID (e.g., \\"12345\\")"},"query":{"type":"string","required":false,"visibility":"user-or-llm","description":"Search query to filter events. Only applied when an Issue ID is provided (the issue events endpoint); the project events endpoint ignores it. Supports Sentry search syntax (e.g., \\"user.email:*@example.com\\")"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor for retrieving next page of results"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of events to return per page (max: 100)"},"statsPeriod":{"type":"string","required":false,"visibility":"user-only","description":"Time period to query (e.g., \\"24h\\", \\"7d\\", \\"14d\\"). Cannot be combined with absolute start/end."}}},"sentry_issues_get":{"id":"sentry_issues_get","name":"Get Issue","description":"Retrieve detailed information about a specific Sentry issue by its ID. Returns complete issue details including metadata, tags, and statistics.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Sentry API authentication token"},"organizationSlug":{"type":"string","required":true,"visibility":"user-or-llm","description":"The slug of the organization (e.g., \\"my-org\\")"},"issueId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The unique ID of the issue to retrieve (e.g., \\"12345\\")"}}},"sentry_issues_list":{"id":"sentry_issues_list","name":"List Issues","description":"List issues from Sentry for a specific organization and optionally a specific project. Returns issue details including status, error counts, and last seen timestamps.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Sentry API authentication token"},"organizationSlug":{"type":"string","required":true,"visibility":"user-or-llm","description":"The slug of the organization (e.g., \\"my-org\\")"},"projectSlug":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter issues by numeric project ID (e.g., \\"4501234\\"). This organization-scoped endpoint requires the numeric project ID, not the project slug."},"query":{"type":"string","required":false,"visibility":"user-or-llm","description":"Search query to filter issues. Supports Sentry search syntax (e.g., \\"is:unresolved\\", \\"level:error\\")"},"statsPeriod":{"type":"string","required":false,"visibility":"user-only","description":"Time window for the per-issue stats series (e.g., \\"24h\\", \\"14d\\"). Note: this controls the stats returned with each issue, not which issues are returned — use the query (e.g., \\"age:-7d\\", \\"lastSeen:-24h\\") to filter results."},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor for retrieving next page of results"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of issues to return per page (max: 100)"},"status":{"type":"string","required":false,"visibility":"user-only","description":"Filter by issue status: unresolved, resolved, or ignored. The legacy \\"ignored\\"/\\"muted\\" values map to Sentry\'s current \\"archived\\" search token."},"sort":{"type":"string","required":false,"visibility":"user-only","description":"Sort order: date, new, trends, freq, or user (default: date)"}}},"sentry_issues_update":{"id":"sentry_issues_update","name":"Update Issue","description":"Update a Sentry issue by changing its status, assignment, bookmark state, or other properties. Returns the updated issue details.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Sentry API authentication token"},"organizationSlug":{"type":"string","required":true,"visibility":"user-or-llm","description":"The slug of the organization (e.g., \\"my-org\\")"},"issueId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The unique ID of the issue to update (e.g., \\"12345\\")"},"status":{"type":"string","required":false,"visibility":"user-or-llm","description":"New status for the issue: resolved, unresolved, ignored, or resolvedInNextRelease"},"assignedTo":{"type":"string","required":false,"visibility":"user-or-llm","description":"Actor to assign the issue to, in the form \\"user:<id>\\" or \\"team:<id>\\" (a bare username or email is also accepted). Use an empty string to unassign."},"isBookmarked":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to bookmark the issue"},"isSubscribed":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to subscribe to issue updates"},"isPublic":{"type":"boolean","required":false,"visibility":"user-only","description":"Whether the issue should be publicly visible"}}},"sentry_projects_create":{"id":"sentry_projects_create","name":"Create Project","description":"Create a new Sentry project in an organization. Requires a team to associate the project with. Returns the created project details.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Sentry API authentication token"},"organizationSlug":{"type":"string","required":true,"visibility":"user-or-llm","description":"The slug of the organization (e.g., \\"my-org\\")"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"The name of the project"},"teamSlug":{"type":"string","required":true,"visibility":"user-or-llm","description":"The slug of the team that will own this project"},"slug":{"type":"string","required":false,"visibility":"user-or-llm","description":"URL-friendly project identifier (auto-generated from name if not provided)"},"platform":{"type":"string","required":false,"visibility":"user-or-llm","description":"Platform/language for the project (e.g., javascript, python, node, react-native). If not specified, defaults to \\"other\\""},"defaultRules":{"type":"boolean","required":false,"visibility":"user-only","description":"Whether to create default alert rules (default: true)"}}},"sentry_projects_get":{"id":"sentry_projects_get","name":"Get Project","description":"Retrieve detailed information about a specific Sentry project by its slug. Returns complete project details including teams, features, and configuration.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Sentry API authentication token"},"organizationSlug":{"type":"string","required":true,"visibility":"user-or-llm","description":"The slug of the organization (e.g., \\"my-org\\")"},"projectSlug":{"type":"string","required":true,"visibility":"user-or-llm","description":"The slug of the project to retrieve (e.g., \\"my-project\\")"}}},"sentry_projects_list":{"id":"sentry_projects_list","name":"List Projects","description":"List all projects in a Sentry organization. Returns project details including name, platform, teams, and configuration.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Sentry API authentication token"},"organizationSlug":{"type":"string","required":true,"visibility":"user-or-llm","description":"The slug of the organization (e.g., \\"my-org\\")"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor for retrieving next page of results"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of projects to return per page (default: 25, max: 100)"}}},"sentry_projects_update":{"id":"sentry_projects_update","name":"Update Project","description":"Update a Sentry project by changing its name, slug, platform, or other settings. Returns the updated project details.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Sentry API authentication token"},"organizationSlug":{"type":"string","required":true,"visibility":"user-or-llm","description":"The slug of the organization (e.g., \\"my-org\\")"},"projectSlug":{"type":"string","required":true,"visibility":"user-or-llm","description":"The slug of the project to update (e.g., \\"my-project\\")"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"New name for the project"},"slug":{"type":"string","required":false,"visibility":"user-or-llm","description":"New URL-friendly project identifier"},"platform":{"type":"string","required":false,"visibility":"user-or-llm","description":"New platform/language for the project (e.g., javascript, python, node)"},"isBookmarked":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to bookmark the project"},"digestsMinDelay":{"type":"number","required":false,"visibility":"user-only","description":"Minimum delay (in seconds) for digest notifications"},"digestsMaxDelay":{"type":"number","required":false,"visibility":"user-only","description":"Maximum delay (in seconds) for digest notifications"}}},"sentry_releases_create":{"id":"sentry_releases_create","name":"Create Release","description":"Create a new release in Sentry. A release is a version of your code deployed to an environment. Can include commit information and associated projects. Returns the created release details.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Sentry API authentication token"},"organizationSlug":{"type":"string","required":true,"visibility":"user-or-llm","description":"The slug of the organization (e.g., \\"my-org\\")"},"version":{"type":"string","required":true,"visibility":"user-or-llm","description":"Version identifier for the release (e.g., \\"2.0.0\\", \\"my-app@1.0.0\\", or a git commit SHA)"},"projects":{"type":"string","required":true,"visibility":"user-or-llm","description":"Comma-separated list of project slugs to associate with this release"},"ref":{"type":"string","required":false,"visibility":"user-or-llm","description":"Git reference (commit SHA, tag, or branch) for this release"},"url":{"type":"string","required":false,"visibility":"user-or-llm","description":"URL pointing to the release (e.g., GitHub release page)"},"dateReleased":{"type":"string","required":false,"visibility":"user-only","description":"ISO 8601 timestamp for when the release was deployed (defaults to current time)"},"commits":{"type":"string","required":false,"visibility":"user-only","description":"JSON array of commit objects with id, repository (optional), and message (optional). Example: [{\\"id\\":\\"abc123\\",\\"message\\":\\"Fix bug\\"}]"}}},"sentry_releases_deploy":{"id":"sentry_releases_deploy","name":"Create Deploy","description":"Create a deploy record for a Sentry release in a specific environment. Deploys track when and where releases are deployed. Returns the created deploy details.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Sentry API authentication token"},"organizationSlug":{"type":"string","required":true,"visibility":"user-or-llm","description":"The slug of the organization (e.g., \\"my-org\\")"},"version":{"type":"string","required":true,"visibility":"user-or-llm","description":"Version identifier of the release being deployed (e.g., \\"1.0.0\\" or \\"abc123\\")"},"environment":{"type":"string","required":true,"visibility":"user-or-llm","description":"Environment name where the release is being deployed (e.g., \\"production\\", \\"staging\\")"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Optional name for this deploy (e.g., \\"Deploy v2.0 to Production\\")"},"url":{"type":"string","required":false,"visibility":"user-or-llm","description":"URL pointing to the deploy (e.g., CI/CD pipeline URL)"},"dateStarted":{"type":"string","required":false,"visibility":"user-only","description":"ISO 8601 timestamp for when the deploy started (defaults to current time)"},"dateFinished":{"type":"string","required":false,"visibility":"user-only","description":"ISO 8601 timestamp for when the deploy finished"}}},"sentry_releases_list":{"id":"sentry_releases_list","name":"List Releases","description":"List releases for a Sentry organization or project. Returns release details including version, commits, deploy information, and associated projects.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Sentry API authentication token"},"organizationSlug":{"type":"string","required":true,"visibility":"user-or-llm","description":"The slug of the organization (e.g., \\"my-org\\")"},"projectSlug":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter releases by numeric project ID (e.g., \\"4501234\\"). This organization-scoped endpoint requires the numeric project ID, not the project slug."},"query":{"type":"string","required":false,"visibility":"user-or-llm","description":"Search query to filter releases (e.g., \\"1.0\\" to match version patterns)"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor for retrieving next page of results"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of releases to return per page (default: 25, max: 100)"}}},"sentry_teams_list":{"id":"sentry_teams_list","name":"List Teams","description":"List all teams in a Sentry organization. Useful for discovering the team slug required when creating a project. Returns team details including slug, name, member count, and associated projects.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Sentry API authentication token"},"organizationSlug":{"type":"string","required":true,"visibility":"user-or-llm","description":"The slug of the organization (e.g., \\"my-org\\")"},"query":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter teams by name or slug"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor for retrieving next page of results"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of teams to return per page (default: 25, max: 100)"}}},"serper_search":{"id":"serper_search","name":"Web Search","description":"A powerful web search tool that provides access to Google search results through Serper.dev API. Supports different types of searches including regular web search, news, places, images, videos, and shopping. Returns comprehensive results including organic results, knowledge graph, answer box, people also ask, related searches, and top stories.","version":"1.0.0","params":{"query":{"type":"string","required":true,"visibility":"user-or-llm","description":"The search query (e.g., \\"latest AI news\\", \\"best restaurants in NYC\\")"},"num":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to return (e.g., 10, 20, 50)"},"gl":{"type":"string","required":false,"visibility":"user-or-llm","description":"Country code for search results (e.g., \\"us\\", \\"uk\\", \\"de\\", \\"fr\\")"},"hl":{"type":"string","required":false,"visibility":"user-or-llm","description":"Language code for search results (e.g., \\"en\\", \\"es\\", \\"de\\", \\"fr\\")"},"type":{"type":"string","required":false,"visibility":"user-or-llm","description":"Type of search to perform (e.g., \\"search\\", \\"news\\", \\"images\\", \\"videos\\", \\"places\\", \\"shopping\\")"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Serper API Key"}}},"servicenow_aggregate":{"id":"servicenow_aggregate","name":"Aggregate ServiceNow Records","description":"Compute aggregate statistics (count, sum, average, min, max, group by) over a ServiceNow table","version":"1.0.0","params":{"instanceUrl":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow instance URL (e.g., https://instance.service-now.com)"},"username":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow password"},"tableName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Table name (e.g., incident, change_request, task)"},"query":{"type":"string","required":false,"visibility":"user-or-llm","description":"Encoded query string to filter records before aggregating (e.g., \\"active=true\\")"},"count":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Return the count of matching records"},"groupBy":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated fields to group results by (e.g., category,priority)"},"avgFields":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated numeric fields to average (e.g., reassignment_count)"},"sumFields":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated numeric fields to sum"},"minFields":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated fields to compute the minimum of"},"maxFields":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated fields to compute the maximum of"},"having":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter on aggregate results (e.g., \\"count>5\\")"},"displayValue":{"type":"string","required":false,"visibility":"user-or-llm","description":"Return display values for grouped reference fields: \\"true\\", \\"false\\", or \\"all\\""}}},"servicenow_create_record":{"id":"servicenow_create_record","name":"Create ServiceNow Record","description":"Create a new record in a ServiceNow table","version":"1.0.0","params":{"instanceUrl":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow instance URL (e.g., https://instance.service-now.com)"},"username":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow password"},"tableName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Table name (e.g., incident, task, sys_user)"},"fields":{"type":"json","required":true,"visibility":"user-or-llm","description":"Fields to set on the record as JSON object (e.g., {\\"short_description\\": \\"Issue title\\", \\"priority\\": \\"1\\"})"}}},"servicenow_delete_record":{"id":"servicenow_delete_record","name":"Delete ServiceNow Record","description":"Delete a record from a ServiceNow table","version":"1.0.0","params":{"instanceUrl":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow instance URL (e.g., https://instance.service-now.com)"},"username":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow password"},"tableName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Table name (e.g., incident, task, sys_user, change_request)"},"sysId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Record sys_id to delete (e.g., 6816f79cc0a8016401c5a33be04be441)"}}},"servicenow_download_attachment":{"id":"servicenow_download_attachment","name":"Download ServiceNow Attachment","description":"Download an attachment file from ServiceNow by its sys_id","version":"1.0.0","params":{"instanceUrl":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow instance URL (e.g., https://instance.service-now.com)"},"username":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow password"},"attachmentSysId":{"type":"string","required":true,"visibility":"user-or-llm","description":"sys_id of the attachment to download (from List Attachments)"}}},"servicenow_list_attachments":{"id":"servicenow_list_attachments","name":"List ServiceNow Attachments","description":"List the attachments on a ServiceNow record","version":"1.0.0","params":{"instanceUrl":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow instance URL (e.g., https://instance.service-now.com)"},"username":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow password"},"tableName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Table that owns the record (e.g., incident, change_request)"},"recordSysId":{"type":"string","required":true,"visibility":"user-or-llm","description":"sys_id of the record whose attachments should be listed"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of attachments to return"}}},"servicenow_read_record":{"id":"servicenow_read_record","name":"Read ServiceNow Records","description":"Read records from a ServiceNow table","version":"1.0.0","params":{"instanceUrl":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow instance URL (e.g., https://instance.service-now.com)"},"username":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow password"},"tableName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Table name (e.g., incident, task, sys_user, change_request)"},"sysId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Specific record sys_id (e.g., 6816f79cc0a8016401c5a33be04be441)"},"number":{"type":"string","required":false,"visibility":"user-or-llm","description":"Record number (e.g., INC0010001)"},"query":{"type":"string","required":false,"visibility":"user-or-llm","description":"Encoded query string (e.g., \\"active=true^priority=1\\")"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of records to return (e.g., 10, 50, 100)"},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of records to skip for pagination (e.g., 0, 10, 20)"},"fields":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of fields to return (e.g., sys_id,number,short_description,state)"},"displayValue":{"type":"string","required":false,"visibility":"user-or-llm","description":"Return display values for reference fields: \\"true\\" (display only), \\"false\\" (sys_id only), or \\"all\\" (both)"}}},"servicenow_update_record":{"id":"servicenow_update_record","name":"Update ServiceNow Record","description":"Update an existing record in a ServiceNow table","version":"1.0.0","params":{"instanceUrl":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow instance URL (e.g., https://instance.service-now.com)"},"username":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow password"},"tableName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Table name (e.g., incident, task, sys_user, change_request)"},"sysId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Record sys_id to update (e.g., 6816f79cc0a8016401c5a33be04be441)"},"fields":{"type":"json","required":true,"visibility":"user-or-llm","description":"Fields to update as JSON object (e.g., {\\"state\\": \\"2\\", \\"priority\\": \\"1\\"})"}}},"servicenow_upload_attachment":{"id":"servicenow_upload_attachment","name":"Upload ServiceNow Attachment","description":"Attach a file to a ServiceNow record","version":"1.0.0","params":{"instanceUrl":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow instance URL (e.g., https://instance.service-now.com)"},"username":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow password"},"tableName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Table that owns the record (e.g., incident, change_request)"},"recordSysId":{"type":"string","required":true,"visibility":"user-or-llm","description":"sys_id of the record to attach the file to"},"fileName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name to give the uploaded file (e.g., logs.txt)"},"file":{"type":"file","required":false,"visibility":"user-only","description":"File to upload (UserFile object)"}}},"ses_create_configuration_set":{"id":"ses_create_configuration_set","name":"SES Create Configuration Set","description":"Create an SES configuration set to control tracking, delivery, reputation, sending, and suppression behavior for emails","version":"1.0.0","params":{"region":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"accessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"secretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"configurationSetName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name of the configuration set (letters, numbers, hyphens, underscores)"},"customRedirectDomain":{"type":"string","required":false,"visibility":"user-or-llm","description":"Custom domain to use for open/click tracking links"},"httpsPolicy":{"type":"string","required":false,"visibility":"user-or-llm","description":"HTTPS policy for tracking links: REQUIRE, REQUIRE_OPEN_ONLY, or OPTIONAL"},"tlsPolicy":{"type":"string","required":false,"visibility":"user-or-llm","description":"Whether delivery requires TLS: REQUIRE or OPTIONAL"},"sendingPoolName":{"type":"string","required":false,"visibility":"user-or-llm","description":"Dedicated IP pool to associate with the configuration set"},"reputationMetricsEnabled":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to collect reputation metrics for emails using this configuration set"},"sendingEnabled":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether sending is enabled for this configuration set"},"suppressedReasons":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated reasons that trigger suppression: BOUNCE, COMPLAINT"},"tags":{"type":"json","required":false,"visibility":"user-or-llm","description":"JSON array of tags to associate with the configuration set: [{\\"key\\":\\"\\",\\"value\\":\\"\\"}]"}}},"ses_create_email_identity":{"id":"ses_create_email_identity","name":"SES Create Email Identity","description":"Start verification of a new SES email address or domain identity","version":"1.0.0","params":{"region":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"accessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"secretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"emailIdentity":{"type":"string","required":true,"visibility":"user-or-llm","description":"The email address or domain to verify"},"dkimSigningAttributes":{"type":"json","required":false,"visibility":"user-or-llm","description":"Bring-your-own-DKIM signing attributes as JSON (domainSigningSelector, domainSigningPrivateKey, nextSigningKeyLength). Domain identities only."},"tags":{"type":"json","required":false,"visibility":"user-or-llm","description":"JSON array of tags to associate with the identity: [{\\"key\\":\\"\\",\\"value\\":\\"\\"}]"},"configurationSetName":{"type":"string","required":false,"visibility":"user-or-llm","description":"Default configuration set to use when sending from this identity"}}},"ses_create_template":{"id":"ses_create_template","name":"SES Create Template","description":"Create a new SES email template for use with templated email sending","version":"1.0.0","params":{"region":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"accessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"secretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"templateName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Unique name for the email template"},"subjectPart":{"type":"string","required":true,"visibility":"user-or-llm","description":"Subject line template (supports {{variable}} substitution)"},"textPart":{"type":"string","required":false,"visibility":"user-or-llm","description":"Plain text version of the template body"},"htmlPart":{"type":"string","required":false,"visibility":"user-or-llm","description":"HTML version of the template body"}}},"ses_delete_email_identity":{"id":"ses_delete_email_identity","name":"SES Delete Email Identity","description":"Delete a verified SES email address or domain identity","version":"1.0.0","params":{"region":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"accessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"secretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"emailIdentity":{"type":"string","required":true,"visibility":"user-or-llm","description":"The email address or domain identity to delete"}}},"ses_delete_suppressed_destination":{"id":"ses_delete_suppressed_destination","name":"SES Delete Suppressed Destination","description":"Remove an email address from the account-level SES suppression list","version":"1.0.0","params":{"region":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"accessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"secretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"emailAddress":{"type":"string","required":true,"visibility":"user-or-llm","description":"The email address to remove from the suppression list"}}},"ses_delete_template":{"id":"ses_delete_template","name":"SES Delete Template","description":"Delete an existing SES email template","version":"1.0.0","params":{"region":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"accessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"secretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"templateName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name of the template to delete"}}},"ses_get_account":{"id":"ses_get_account","name":"SES Get Account","description":"Get SES account sending quota and status information","version":"1.0.0","params":{"region":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"accessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"secretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"}}},"ses_get_email_identity":{"id":"ses_get_email_identity","name":"SES Get Email Identity","description":"Retrieve verification status, DKIM, Mail-From, and policy details for an SES identity","version":"1.0.0","params":{"region":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"accessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"secretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"emailIdentity":{"type":"string","required":true,"visibility":"user-or-llm","description":"The email address or domain identity to look up"}}},"ses_get_suppressed_destination":{"id":"ses_get_suppressed_destination","name":"SES Get Suppressed Destination","description":"Retrieve details for a specific email address on the SES suppression 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Returns user profiles with names and avatars.","version":"1.0.0","params":{"authMethod":{"type":"string","required":false,"visibility":"user-only","description":"Authentication method: oauth or bot_token"},"botToken":{"type":"string","required":false,"visibility":"user-only","description":"Bot token for Custom Bot"},"accessToken":{"type":"string","required":false,"visibility":"hidden","description":"OAuth access token or bot token for Slack API"},"includeDeleted":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Include deactivated/deleted users (default: false)"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of users to return (default: 100, max: 200)"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor from a previous response.next_cursor"}},"oauth":{"required":true,"provider":"slack"}},"slack_lookup_canvas_sections":{"id":"slack_lookup_canvas_sections","name":"Slack Lookup Canvas Sections","description":"Find Slack canvas section IDs matching criteria for later edits","version":"1.0.0","params":{"authMethod":{"type":"string","required":false,"visibility":"user-only","description":"Authentication method: oauth or bot_token"},"botToken":{"type":"string","required":false,"visibility":"user-only","description":"Bot token for Custom Bot"},"accessToken":{"type":"string","required":false,"visibility":"hidden","description":"OAuth access token or bot token for Slack API"},"canvasId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Canvas ID to search (e.g., F1234ABCD)"},"criteria":{"type":"json","required":true,"visibility":"user-or-llm","description":"Section lookup criteria, such as {\\"section_types\\":[\\"h1\\"],\\"contains_text\\":\\"Roadmap\\"}"}},"oauth":{"required":true,"provider":"slack"}},"slack_message":{"id":"slack_message","name":"Slack Message","description":"Send messages to Slack channels or direct messages. Supports Slack mrkdwn formatting.","version":"1.0.0","params":{"authMethod":{"type":"string","required":false,"visibility":"user-only","description":"Authentication method: oauth or bot_token"},"destinationType":{"type":"string","required":false,"visibility":"user-or-llm","description":"Destination type: channel or dm"},"botToken":{"type":"string","required":false,"visibility":"user-only","description":"Bot token for Custom Bot"},"accessToken":{"type":"string","required":false,"visibility":"hidden","description":"OAuth access token or bot token for Slack API"},"channel":{"type":"string","required":false,"visibility":"user-or-llm","description":"Slack channel ID (e.g., C1234567890)"},"dmUserId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Slack user ID for direct messages (e.g., U1234567890)"},"text":{"type":"string","required":true,"visibility":"user-or-llm","description":"Message text to send (supports Slack mrkdwn formatting)"},"threadTs":{"type":"string","required":false,"visibility":"user-or-llm","description":"Thread timestamp to reply to (creates thread reply)"},"blocks":{"type":"json","required":false,"visibility":"user-or-llm","description":"Block Kit layout blocks as a JSON array. When provided, text becomes the fallback notification text."},"files":{"type":"file[]","required":false,"visibility":"user-only","description":"Files to attach to the message"}},"oauth":{"required":true,"provider":"slack"}},"slack_message_reader":{"id":"slack_message_reader","name":"Slack Message Reader","description":"Read the latest messages from Slack channels. Retrieve conversation history with filtering options.","version":"1.0.0","params":{"authMethod":{"type":"string","required":false,"visibility":"user-only","description":"Authentication method: oauth or bot_token"},"destinationType":{"type":"string","required":false,"visibility":"user-or-llm","description":"Destination type: channel or dm"},"botToken":{"type":"string","required":false,"visibility":"user-only","description":"Bot token for Custom Bot"},"accessToken":{"type":"string","required":false,"visibility":"hidden","description":"OAuth access token or bot token for Slack API"},"channel":{"type":"string","required":false,"visibility":"user-or-llm","description":"Slack channel ID to read messages from (e.g., C1234567890)"},"dmUserId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Slack user ID for DM conversation (e.g., U1234567890)"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of messages to retrieve (default: 10, max: 15)"},"oldest":{"type":"string","required":false,"visibility":"user-or-llm","description":"Start of time range (timestamp)"},"latest":{"type":"string","required":false,"visibility":"user-or-llm","description":"End of time range (timestamp)"}},"oauth":{"required":true,"provider":"slack"}},"slack_open_view":{"id":"slack_open_view","name":"Slack Open View","description":"Open a modal view in Slack using a trigger_id from an interaction payload. Used to display forms, confirmations, and other interactive modals.","version":"1.0.0","params":{"authMethod":{"type":"string","required":false,"visibility":"user-only","description":"Authentication method: oauth or bot_token"},"botToken":{"type":"string","required":false,"visibility":"user-only","description":"Bot token for Custom Bot"},"accessToken":{"type":"string","required":false,"visibility":"hidden","description":"OAuth access token or bot token for Slack API"},"triggerId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Exchange a trigger to post to the user. Obtained from an interaction payload (e.g., slash command, button click)"},"interactivityPointer":{"type":"string","required":false,"visibility":"user-or-llm","description":"Alternative to trigger_id for posting to user"},"view":{"type":"json","required":true,"visibility":"user-or-llm","description":"A view payload object defining the modal. Must include type (\\"modal\\"), title, and blocks array"}},"oauth":{"required":true,"provider":"slack"}},"slack_publish_view":{"id":"slack_publish_view","name":"Slack Publish View","description":"Publish a static view to a user\'s Home tab in Slack. Used to create or update the app\'s Home tab experience.","version":"1.0.0","params":{"authMethod":{"type":"string","required":false,"visibility":"user-only","description":"Authentication method: oauth or bot_token"},"botToken":{"type":"string","required":false,"visibility":"user-only","description":"Bot token for Custom Bot"},"accessToken":{"type":"string","required":false,"visibility":"hidden","description":"OAuth access token or bot token for Slack API"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The user ID to publish the Home tab view to (e.g., U0BPQUNTA)"},"hash":{"type":"string","required":false,"visibility":"user-or-llm","description":"View state hash to protect against race conditions. Obtained from a previous views response"},"view":{"type":"json","required":true,"visibility":"user-or-llm","description":"A view payload object defining the Home tab. Must include type (\\"home\\") and blocks array"}},"oauth":{"required":true,"provider":"slack"}},"slack_push_view":{"id":"slack_push_view","name":"Slack Push View","description":"Push a new view onto an existing modal stack in Slack. Limited to 2 additional views after the initial modal is opened.","version":"1.0.0","params":{"authMethod":{"type":"string","required":false,"visibility":"user-only","description":"Authentication method: oauth or bot_token"},"botToken":{"type":"string","required":false,"visibility":"user-only","description":"Bot token for Custom Bot"},"accessToken":{"type":"string","required":false,"visibility":"hidden","description":"OAuth access token or bot token for Slack API"},"triggerId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Exchange a trigger to post to the user. Obtained from an interaction payload (e.g., button click within an existing modal)"},"interactivityPointer":{"type":"string","required":false,"visibility":"user-or-llm","description":"Alternative to trigger_id for posting to user"},"view":{"type":"json","required":true,"visibility":"user-or-llm","description":"A view payload object defining the modal to push. Must include type (\\"modal\\"), title, and blocks array"}},"oauth":{"required":true,"provider":"slack"}},"slack_remove_reaction":{"id":"slack_remove_reaction","name":"Slack Remove Reaction","description":"Remove an emoji reaction from a Slack message","version":"1.0.0","params":{"authMethod":{"type":"string","required":false,"visibility":"user-only","description":"Authentication method: oauth or bot_token"},"botToken":{"type":"string","required":false,"visibility":"user-only","description":"Bot token for Custom Bot"},"accessToken":{"type":"string","required":false,"visibility":"hidden","description":"OAuth access token or bot token for Slack API"},"channel":{"type":"string","required":true,"visibility":"user-or-llm","description":"Channel ID where the message was posted (e.g., C1234567890)"},"timestamp":{"type":"string","required":true,"visibility":"user-or-llm","description":"Timestamp of the message to remove reaction from (e.g., 1405894322.002768)"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name of the emoji reaction to remove (without colons, e.g., thumbsup, heart, eyes)"}},"oauth":{"required":true,"provider":"slack"}},"slack_rename_conversation":{"id":"slack_rename_conversation","name":"Slack Rename Conversation","description":"Rename an existing Slack channel.","version":"1.0.0","params":{"authMethod":{"type":"string","required":false,"visibility":"user-only","description":"Authentication method: oauth or bot_token"},"botToken":{"type":"string","required":false,"visibility":"user-only","description":"Bot token for Custom Bot"},"accessToken":{"type":"string","required":false,"visibility":"hidden","description":"OAuth access token or bot token for Slack API"},"channel":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the channel to rename (e.g., C1234567890)"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"New channel name (lowercase letters, numbers, hyphens, underscores only; max 80 characters)"}},"oauth":{"required":true,"provider":"slack"}},"slack_schedule_message":{"id":"slack_schedule_message","name":"Slack Schedule Message","description":"Schedule a message to be sent to a Slack channel or DM at a future time.","version":"1.0.0","params":{"authMethod":{"type":"string","required":false,"visibility":"user-only","description":"Authentication method: oauth or bot_token"},"botToken":{"type":"string","required":false,"visibility":"user-only","description":"Bot token for Custom Bot"},"accessToken":{"type":"string","required":false,"visibility":"hidden","description":"OAuth access token or bot token for Slack API"},"channel":{"type":"string","required":true,"visibility":"user-or-llm","description":"Channel, private group, or DM to receive the message (e.g., C1234567890)"},"postAt":{"type":"number","required":true,"visibility":"user-or-llm","description":"Unix timestamp (seconds) representing the future time the message should post"},"text":{"type":"string","required":false,"visibility":"user-or-llm","description":"Message text to send (supports Slack mrkdwn formatting)"},"blocks":{"type":"json","required":false,"visibility":"user-or-llm","description":"Block Kit layout blocks as a JSON array. When provided, text becomes the fallback notification text."},"threadTs":{"type":"string","required":false,"visibility":"user-or-llm","description":"Thread timestamp to reply to (creates a scheduled thread reply)"}},"oauth":{"required":true,"provider":"slack"}},"slack_set_conversation_purpose":{"id":"slack_set_conversation_purpose","name":"Slack Set Conversation Purpose","description":"Set the purpose (description) for a Slack channel (max 250 characters).","version":"1.0.0","params":{"authMethod":{"type":"string","required":false,"visibility":"user-only","description":"Authentication method: oauth or bot_token"},"botToken":{"type":"string","required":false,"visibility":"user-only","description":"Bot token for Custom Bot"},"accessToken":{"type":"string","required":false,"visibility":"hidden","description":"OAuth access token or bot token for Slack API"},"channel":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the channel to update (e.g., C1234567890)"},"purpose":{"type":"string","required":true,"visibility":"user-or-llm","description":"New purpose/description text (max 250 characters)"}},"oauth":{"required":true,"provider":"slack"}},"slack_set_conversation_topic":{"id":"slack_set_conversation_topic","name":"Slack Set Conversation Topic","description":"Set the topic for a Slack channel (max 250 characters).","version":"1.0.0","params":{"authMethod":{"type":"string","required":false,"visibility":"user-only","description":"Authentication method: oauth or bot_token"},"botToken":{"type":"string","required":false,"visibility":"user-only","description":"Bot token for Custom Bot"},"accessToken":{"type":"string","required":false,"visibility":"hidden","description":"OAuth access token or bot token for Slack API"},"channel":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the channel to update (e.g., C1234567890)"},"topic":{"type":"string","required":true,"visibility":"user-or-llm","description":"New topic text (max 250 characters; no formatting or linkification)"}},"oauth":{"required":true,"provider":"slack"}},"slack_set_status":{"id":"slack_set_status","name":"Slack Set Assistant Status","description":"Set or clear the assistant thread status indicator (the loading shimmer) on a Slack AI app thread. Pass an empty status to clear it.","version":"1.0.0","params":{"authMethod":{"type":"string","required":false,"visibility":"user-only","description":"Authentication method: oauth or bot_token"},"botToken":{"type":"string","required":false,"visibility":"user-only","description":"Bot token for Custom Bot"},"accessToken":{"type":"string","required":false,"visibility":"hidden","description":"OAuth access token or bot token for Slack API"},"channel":{"type":"string","required":true,"visibility":"user-or-llm","description":"Channel ID containing the assistant thread (e.g., C1234567890 or D1234567890)"},"threadTs":{"type":"string","required":true,"visibility":"user-or-llm","description":"Thread timestamp (thread_ts) of the assistant thread (e.g., 1405894322.002768)"},"status":{"type":"string","required":false,"visibility":"user-or-llm","description":"Status text to display, e.g. \'Working on it…\'. Omit or pass an empty string to clear the status."},"loadingMessages":{"type":"json","required":false,"visibility":"user-or-llm","description":"Optional list of messages to rotate through as an animated loading indicator (max 10)."}},"oauth":{"required":true,"provider":"slack"}},"slack_set_suggested_prompts":{"id":"slack_set_suggested_prompts","name":"Slack Set Suggested Prompts","description":"Set the clickable suggested prompts shown in a Slack assistant thread (the prompt chips in an AI app).","version":"1.0.0","params":{"authMethod":{"type":"string","required":false,"visibility":"user-only","description":"Authentication method: oauth or bot_token"},"botToken":{"type":"string","required":false,"visibility":"user-only","description":"Bot token for Custom Bot"},"accessToken":{"type":"string","required":false,"visibility":"hidden","description":"OAuth access token or bot token for Slack API"},"channel":{"type":"string","required":true,"visibility":"user-or-llm","description":"Channel ID containing the assistant thread (e.g., C1234567890 or D1234567890)"},"threadTs":{"type":"string","required":true,"visibility":"user-or-llm","description":"Thread timestamp (thread_ts) of the assistant thread (e.g., 1405894322.002768)"},"prompts":{"type":"json","required":true,"visibility":"user-or-llm","description":"Array of prompts, each with a \\"title\\" (shown on the chip) and a \\"message\\" (sent when clicked). Max 4."},"promptsTitle":{"type":"string","required":false,"visibility":"user-or-llm","description":"Optional heading for the prompt list, e.g. \'Suggested Prompts\'"}},"oauth":{"required":true,"provider":"slack"}},"slack_set_title":{"id":"slack_set_title","name":"Slack Set Assistant Title","description":"Set the title of a Slack assistant thread (shown in the AI app thread header).","version":"1.0.0","params":{"authMethod":{"type":"string","required":false,"visibility":"user-only","description":"Authentication method: oauth or bot_token"},"botToken":{"type":"string","required":false,"visibility":"user-only","description":"Bot token for Custom Bot"},"accessToken":{"type":"string","required":false,"visibility":"hidden","description":"OAuth access token or bot token for Slack API"},"channel":{"type":"string","required":true,"visibility":"user-or-llm","description":"Channel ID containing the assistant thread (e.g., C1234567890 or D1234567890)"},"threadTs":{"type":"string","required":true,"visibility":"user-or-llm","description":"Thread timestamp (thread_ts) of the assistant thread (e.g., 1405894322.002768)"},"title":{"type":"string","required":true,"visibility":"user-or-llm","description":"The title to display for the assistant thread"}},"oauth":{"required":true,"provider":"slack"}},"slack_update_message":{"id":"slack_update_message","name":"Slack Update Message","description":"Update a message previously sent by the bot in Slack","version":"1.0.0","params":{"authMethod":{"type":"string","required":false,"visibility":"user-only","description":"Authentication method: oauth or bot_token"},"botToken":{"type":"string","required":false,"visibility":"user-only","description":"Bot token for Custom Bot"},"accessToken":{"type":"string","required":false,"visibility":"hidden","description":"OAuth access token or bot token for Slack API"},"channel":{"type":"string","required":true,"visibility":"user-or-llm","description":"Channel ID where the message was posted (e.g., C1234567890)"},"timestamp":{"type":"string","required":true,"visibility":"user-or-llm","description":"Timestamp of the message to update (e.g., 1405894322.002768)"},"text":{"type":"string","required":true,"visibility":"user-or-llm","description":"New message text (supports Slack mrkdwn formatting)"},"blocks":{"type":"json","required":false,"visibility":"user-or-llm","description":"Block Kit layout blocks as a JSON array. When provided, text becomes the fallback notification text."}},"oauth":{"required":true,"provider":"slack"}},"slack_update_view":{"id":"slack_update_view","name":"Slack Update View","description":"Update an existing modal view in Slack. Identify the view by view_id or external_id, and provide the updated view payload.","version":"1.0.0","params":{"authMethod":{"type":"string","required":false,"visibility":"user-only","description":"Authentication method: oauth or bot_token"},"botToken":{"type":"string","required":false,"visibility":"user-only","description":"Bot token for Custom Bot"},"accessToken":{"type":"string","required":false,"visibility":"hidden","description":"OAuth access token or bot token for Slack API"},"viewId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Unique identifier of the view to update. Either viewId or externalId is required"},"externalId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Developer-set unique identifier of the view to update (max 255 chars). Either viewId or externalId is required"},"hash":{"type":"string","required":false,"visibility":"user-or-llm","description":"View state hash to protect against race conditions. Obtained from a previous views response"},"view":{"type":"json","required":true,"visibility":"user-or-llm","description":"A view payload object defining the updated modal. Must include type (\\"modal\\"), title, and blocks array. Use identical block_id and action_id values to preserve input data"}},"oauth":{"required":true,"provider":"slack"}},"sms_send":{"id":"sms_send","name":"Send SMS","description":"Send an SMS message using the internal SMS service powered by Twilio","version":"1.0.0","params":{"to":{"type":"string","required":true,"visibility":"user-or-llm","description":"Recipient phone number (include country code, e.g., +1234567890)"},"body":{"type":"string","required":true,"visibility":"user-or-llm","description":"SMS message content"}}},"smtp_send_mail":{"id":"smtp_send_mail","name":"SMTP Send Mail","description":"Send emails via SMTP server","version":"1.0.0","params":{"smtpHost":{"type":"string","required":true,"visibility":"user-only","description":"SMTP server hostname (e.g., smtp.gmail.com)"},"smtpPort":{"type":"number","required":true,"visibility":"user-only","description":"SMTP server port (587 for TLS, 465 for SSL)"},"smtpUsername":{"type":"string","required":true,"visibility":"user-only","description":"SMTP authentication username"},"smtpPassword":{"type":"string","required":true,"visibility":"user-only","description":"SMTP authentication password"},"smtpSecure":{"type":"string","required":true,"visibility":"user-only","description":"Security protocol (TLS, SSL, or None)"},"from":{"type":"string","required":true,"visibility":"user-or-llm","description":"Sender email address"},"to":{"type":"string","required":true,"visibility":"user-or-llm","description":"Recipient email address"},"subject":{"type":"string","required":true,"visibility":"user-or-llm","description":"Email subject"},"body":{"type":"string","required":true,"visibility":"user-or-llm","description":"Email body content"},"contentType":{"type":"string","required":false,"visibility":"user-or-llm","description":"Content type (text or html)"},"fromName":{"type":"string","required":false,"visibility":"user-or-llm","description":"Display name for sender"},"cc":{"type":"string","required":false,"visibility":"user-or-llm","description":"CC recipients (comma-separated)"},"bcc":{"type":"string","required":false,"visibility":"user-or-llm","description":"BCC recipients (comma-separated)"},"replyTo":{"type":"string","required":false,"visibility":"user-or-llm","description":"Reply-to email address"},"attachments":{"type":"file[]","required":false,"visibility":"user-only","description":"Files to attach to the email"}}},"sportmonks_core_get_cities":{"id":"sportmonks_core_get_cities","name":"Get Cities","description":"Retrieve all cities from the Sportmonks Core API","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Sportmonks API token"},"include":{"type":"string","required":false,"visibility":"user-or-llm","description":"Semicolon-separated relations to enrich the response (e.g. region)"},"filters":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filters to apply"},"per_page":{"type":"string","required":false,"visibility":"user-or-llm","description":"Number of results per page (max 50, default 25)"},"page":{"type":"string","required":false,"visibility":"user-or-llm","description":"Page number to retrieve"},"order":{"type":"string","required":false,"visibility":"user-or-llm","description":"Order direction (asc or desc)"}}},"sportmonks_core_get_city":{"id":"sportmonks_core_get_city","name":"Get City by ID","description":"Retrieve a single city by its ID from the Sportmonks Core API","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Sportmonks API token"},"cityId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The unique id of the city"},"include":{"type":"string","required":false,"visibility":"user-or-llm","description":"Semicolon-separated relations to enrich the response (e.g. region)"}}},"sportmonks_core_get_continent":{"id":"sportmonks_core_get_continent","name":"Get Continent by ID","description":"Retrieve a single continent by its ID from the Sportmonks Core API","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Sportmonks API token"},"continentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The unique id of the continent"},"include":{"type":"string","required":false,"visibility":"user-or-llm","description":"Semicolon-separated relations to enrich the response (e.g. countries)"}}},"sportmonks_core_get_continents":{"id":"sportmonks_core_get_continents","name":"Get Continents","description":"Retrieve all continents from the Sportmonks Core API","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Sportmonks API token"},"include":{"type":"string","required":false,"visibility":"user-or-llm","description":"Semicolon-separated relations to enrich the response (e.g. countries)"},"per_page":{"type":"string","required":false,"visibility":"user-or-llm","description":"Number of results per page (max 50, default 25)"},"page":{"type":"string","required":false,"visibility":"user-or-llm","description":"Page number to retrieve"},"order":{"type":"string","required":false,"visibility":"user-or-llm","description":"Order direction (asc or desc)"}}},"sportmonks_core_get_countries":{"id":"sportmonks_core_get_countries","name":"Get Countries","description":"Retrieve all countries from the Sportmonks Core API","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Sportmonks API token"},"include":{"type":"string","required":false,"visibility":"user-or-llm","description":"Semicolon-separated relations to enrich the response (e.g. 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Higher values make output more random, lower values more focused and deterministic."},"responseFormat":{"type":"string","required":false,"visibility":"user-or-llm","description":"Output format for the transcription (e.g., \\"json\\", \\"text\\", \\"srt\\", \\"verbose_json\\", \\"vtt\\")"}}},"supabase_count":{"id":"supabase_count","name":"Supabase Count","description":"Count rows in a Supabase table","version":"1.0.0","params":{"projectId":{"type":"string","required":true,"visibility":"user-only","description":"Your Supabase project ID (e.g., jdrkgepadsdopsntdlom)"},"table":{"type":"string","required":true,"visibility":"user-or-llm","description":"The name of the Supabase table to count rows from"},"schema":{"type":"string","required":false,"visibility":"user-or-llm","description":"Database schema to count from (default: public). Use this to access tables in other schemas."},"filter":{"type":"string","required":false,"visibility":"user-or-llm","description":"PostgREST filter (e.g., \\"status=eq.active\\")"},"countType":{"type":"string","required":false,"visibility":"user-or-llm","description":"Count type: exact, planned, or estimated (default: exact)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Your Supabase service role secret key"}}},"supabase_delete":{"id":"supabase_delete","name":"Supabase Delete Row","description":"Delete rows from a Supabase table based on filter criteria","version":"1.0.0","params":{"projectId":{"type":"string","required":true,"visibility":"user-only","description":"Your Supabase project ID (e.g., jdrkgepadsdopsntdlom)"},"table":{"type":"string","required":true,"visibility":"user-or-llm","description":"The name of the Supabase table to delete from"},"schema":{"type":"string","required":false,"visibility":"user-or-llm","description":"Database schema to delete from (default: public). 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Use this to access tables in other schemas."},"select":{"type":"string","required":false,"visibility":"user-or-llm","description":"Columns to return (comma-separated). 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role secret key"}}},"supabase_storage_upload":{"id":"supabase_storage_upload","name":"Supabase Storage Upload","description":"Upload a file to a Supabase storage bucket","version":"1.0.0","params":{"projectId":{"type":"string","required":true,"visibility":"user-only","description":"Your Supabase project ID (e.g., jdrkgepadsdopsntdlom)"},"bucket":{"type":"string","required":true,"visibility":"user-or-llm","description":"The name of the storage bucket"},"fileName":{"type":"string","required":true,"visibility":"user-or-llm","description":"The name of the file (e.g., \\"document.pdf\\", \\"image.jpg\\")"},"path":{"type":"string","required":false,"visibility":"user-or-llm","description":"Optional folder path (e.g., \\"folder/subfolder/\\")"},"fileData":{"type":"json","required":true,"visibility":"user-or-llm","description":"File to upload - UserFile object (basic mode) or string content (advanced mode: base64 or plain text). Supports data URLs."},"contentType":{"type":"string","required":false,"visibility":"user-or-llm","description":"MIME type of the file (e.g., \\"image/jpeg\\", \\"text/plain\\")"},"cacheControl":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cache-Control header value in seconds for the stored object (e.g., \\"3600\\"; default: \\"3600\\")"},"upsert":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"If true, overwrites existing file (default: false)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Your Supabase service role secret key"}}},"supabase_text_search":{"id":"supabase_text_search","name":"Supabase Text Search","description":"Perform full-text search on a Supabase table","version":"1.0.0","params":{"projectId":{"type":"string","required":true,"visibility":"user-only","description":"Your Supabase project ID (e.g., jdrkgepadsdopsntdlom)"},"table":{"type":"string","required":true,"visibility":"user-or-llm","description":"The name of the Supabase table to search"},"schema":{"type":"string","required":false,"visibility":"user-or-llm","description":"Database schema to search in (default: public). Use this to access tables in other schemas."},"column":{"type":"string","required":true,"visibility":"user-or-llm","description":"The column to search in"},"query":{"type":"string","required":true,"visibility":"user-or-llm","description":"The search query"},"searchType":{"type":"string","required":false,"visibility":"user-or-llm","description":"Search type: plain, phrase, or websearch (default: websearch)"},"language":{"type":"string","required":false,"visibility":"user-or-llm","description":"Language for text search configuration (default: english)"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of rows to return"},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of rows to skip (for pagination)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Your Supabase service role secret key"}}},"supabase_update":{"id":"supabase_update","name":"Supabase Update Row","description":"Update rows in a Supabase table based on filter criteria","version":"1.0.0","params":{"projectId":{"type":"string","required":true,"visibility":"user-only","description":"Your Supabase project ID (e.g., jdrkgepadsdopsntdlom)"},"table":{"type":"string","required":true,"visibility":"user-or-llm","description":"The name of the Supabase table to update"},"schema":{"type":"string","required":false,"visibility":"user-or-llm","description":"Database schema to update in (default: public). Use this to access tables in other schemas."},"filter":{"type":"string","required":true,"visibility":"user-or-llm","description":"PostgREST filter to identify rows to update (e.g., \\"id=eq.123\\")"},"data":{"type":"object","required":true,"visibility":"user-or-llm","description":"Data to update in the matching rows"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Your Supabase service role secret key"}}},"supabase_upsert":{"id":"supabase_upsert","name":"Supabase Upsert","description":"Insert or update data in a Supabase table (upsert operation)","version":"1.0.0","params":{"projectId":{"type":"string","required":true,"visibility":"user-only","description":"Your Supabase project ID (e.g., jdrkgepadsdopsntdlom)"},"table":{"type":"string","required":true,"visibility":"user-or-llm","description":"The name of the Supabase table to upsert data into"},"schema":{"type":"string","required":false,"visibility":"user-or-llm","description":"Database schema to upsert into (default: public). Use this to access tables in other schemas."},"data":{"type":"array","required":true,"visibility":"user-or-llm","description":"The data to upsert (insert or update) - array of objects or a single object"},"onConflict":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated column(s) with a unique or primary key constraint to resolve conflicts on (e.g., \\"email\\"). Defaults to the primary key."},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Your Supabase service role secret key"}}},"supabase_vector_search":{"id":"supabase_vector_search","name":"Supabase Vector Search","description":"Perform similarity search using pgvector in a Supabase table","version":"1.0.0","params":{"projectId":{"type":"string","required":true,"visibility":"user-only","description":"Your Supabase project ID (e.g., jdrkgepadsdopsntdlom)"},"functionName":{"type":"string","required":true,"visibility":"user-or-llm","description":"The name of the PostgreSQL function that performs vector search (e.g., match_documents)"},"queryEmbedding":{"type":"array","required":true,"visibility":"user-or-llm","description":"The query vector/embedding to search for similar items"},"matchThreshold":{"type":"number","required":false,"visibility":"user-or-llm","description":"Minimum similarity threshold (0-1), typically 0.7-0.9"},"matchCount":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of results to return (default: 10)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Your Supabase service role secret key"}}},"table_batch_insert_rows":{"id":"table_batch_insert_rows","name":"Batch Insert Rows","description":"Insert multiple rows into a table at once (up to 1000 rows)","version":"1.0.0","params":{"tableId":{"type":"string","required":true,"description":"Table ID","visibility":"user-only"},"rows":{"type":"array","required":true,"description":"Array of row data objects (max 1000 rows)","visibility":"user-or-llm"}}},"table_create":{"id":"table_create","name":"Create Table","description":"Create a new user-defined table with schema","version":"1.0.0","params":{"name":{"type":"string","required":true,"description":"Table name (alphanumeric, underscores, 1-50 chars)","visibility":"user-or-llm"},"description":{"type":"string","required":false,"description":"Optional table description","visibility":"user-or-llm"},"schema":{"type":"object","required":true,"description":"Table schema with column definitions","visibility":"user-or-llm"}}},"table_delete_row":{"id":"table_delete_row","name":"Delete Row","description":"Delete a row from a table","version":"1.0.0","params":{"tableId":{"type":"string","required":true,"description":"Table ID","visibility":"user-only"},"rowId":{"type":"string","required":true,"description":"Row ID to delete","visibility":"user-or-llm"}}},"table_delete_rows_by_filter":{"id":"table_delete_rows_by_filter","name":"Delete Rows by Filter","description":"Delete multiple rows that match filter criteria. Use with caution - supports optional limit for safety.","version":"1.0.0","params":{"tableId":{"type":"string","required":true,"description":"Table ID","visibility":"user-only"},"filter":{"type":"object","required":true,"description":"Filter criteria using operators like $eq, $ne, $gt, $lt, $contains, $ncontains, $startsWith, $endsWith, $in, $nin, $empty, etc.","visibility":"user-or-llm"},"limit":{"type":"number","required":false,"description":"Maximum number of rows to delete (default: no limit, max: 1000)","visibility":"user-or-llm"}}},"table_get_row":{"id":"table_get_row","name":"Get Row","description":"Get a single row by ID","version":"1.0.0","params":{"tableId":{"type":"string","required":true,"description":"Table ID","visibility":"user-only"},"rowId":{"type":"string","required":true,"description":"Row ID to retrieve","visibility":"user-or-llm"}}},"table_get_schema":{"id":"table_get_schema","name":"Get Schema","description":"Get the schema configuration of a table","version":"1.0.0","params":{"tableId":{"type":"string","required":true,"description":"Table ID","visibility":"user-only"}}},"table_insert_row":{"id":"table_insert_row","name":"Insert Row","description":"Insert a new row into a table. IMPORTANT: You must use the \\"data\\" parameter (not \\"values\\", \\"row\\", \\"fields\\", or other variations) to specify the row contents.","version":"1.0.0","params":{"tableId":{"type":"string","required":true,"description":"Table ID","visibility":"user-only"},"data":{"type":"object","required":true,"description":"Row data as JSON object","visibility":"user-or-llm"}}},"table_list":{"id":"table_list","name":"List Tables","description":"List all tables in the workspace","version":"1.0.0","params":{}},"table_query_rows":{"id":"table_query_rows","name":"Query Rows","description":"Query rows from a table with filtering, sorting, and pagination","version":"1.0.0","params":{"tableId":{"type":"string","required":true,"description":"Table ID","visibility":"user-only"},"filter":{"type":"object","required":false,"description":"Filter conditions (MongoDB-style operators: $eq, $ne, $gt, $gte, $lt, $lte, $in, $nin, $contains, $ncontains, $startsWith, $endsWith, $empty)","visibility":"user-or-llm"},"sort":{"type":"object","required":false,"description":"Sort order as {field: \\"asc\\"|\\"desc\\"}","visibility":"user-or-llm"},"limit":{"type":"number","required":false,"description":"Maximum rows to return (default: 100, max: 1000)","visibility":"user-or-llm"},"offset":{"type":"number","required":false,"description":"Number of rows to skip (default: 0)","visibility":"user-or-llm"}}},"table_query_rows_v2":{"id":"table_query_rows_v2","name":"Query Rows","description":"Query rows with a typed predicate filter and cursor pagination. Filter is a predicate tree: `{\\"all\\":[{\\"field\\":\\"wins\\",\\"op\\":\\"gte\\",\\"value\\":10},{\\"field\\":\\"status\\",\\"op\\":\\"in\\",\\"value\\":[\\"active\\",\\"pending\\"]}]}` (`all` = AND, `any` = OR; groups nest). Operators: eq, ne, gt, gte, lt, lte, in, nin, like, ilike, nlike, nilike, contains, startsWith, endsWith, isNull, isNotNull, isEmpty, isNotEmpty. Order is a sort spec, e.g. `[{\\"field\\":\\"wins\\",\\"direction\\":\\"desc\\"}]`. Omit limit to return the entire result — the query fails if it exceeds the 5MB budget (narrow with a filter or set a limit). With a limit, a page can end early at the byte budget: a non-null nextCursor means more rows exist — pass it back as cursor to continue; never infer completion from page size.","version":"1.0.0","params":{"tableId":{"type":"string","required":true,"description":"Table ID","visibility":"user-only"},"filter":{"type":"json","required":false,"description":"Predicate tree, e.g. `{\\"all\\":[{\\"field\\":\\"wins\\",\\"op\\":\\"gte\\",\\"value\\":10}]}`. Omit to match all rows.","visibility":"user-or-llm"},"order":{"type":"json","required":false,"description":"Sort spec, e.g. `[{\\"field\\":\\"wins\\",\\"direction\\":\\"desc\\"}]`.","visibility":"user-or-llm"},"limit":{"type":"number","required":false,"description":"Maximum rows per page. Omit to return the entire matching result — fails if it exceeds the 5MB budget. With a limit, pages may byte-cut early and set nextCursor when more remain.","visibility":"user-or-llm"},"cursor":{"type":"string","required":false,"description":"Opaque pagination cursor returned by a prior query. Omit for the first page.","visibility":"user-or-llm"}}},"table_update_row":{"id":"table_update_row","name":"Update Row","description":"Update an existing row in a table. Supports partial updates - only include the fields you want to change. IMPORTANT: You must use the \\"data\\" parameter (not \\"values\\", \\"row\\", \\"fields\\", or other variations) to specify the fields to update.","version":"1.0.0","params":{"tableId":{"type":"string","required":true,"description":"Table ID","visibility":"user-only"},"rowId":{"type":"string","required":true,"description":"Row ID to update","visibility":"user-or-llm"},"data":{"type":"object","required":true,"description":"Updated row data","visibility":"user-or-llm"}}},"table_update_rows_by_filter":{"id":"table_update_rows_by_filter","name":"Update Rows by Filter","description":"Update multiple rows that match filter criteria. Data is merged with existing row data.","version":"1.0.0","params":{"tableId":{"type":"string","required":true,"description":"Table ID","visibility":"user-only"},"filter":{"type":"object","required":true,"description":"Filter criteria using operators like $eq, $ne, $gt, $lt, $contains, $ncontains, $startsWith, $endsWith, $in, $nin, $empty, etc.","visibility":"user-or-llm"},"data":{"type":"object","required":true,"description":"Fields to update (merged with existing data)","visibility":"user-or-llm"},"limit":{"type":"number","required":false,"description":"Maximum number of rows to update (default: no limit, max: 1000)","visibility":"user-or-llm"}}},"table_upsert_row":{"id":"table_upsert_row","name":"Upsert Row","description":"Insert or update a row based on unique column constraints. If a row with matching unique field exists, update it; otherwise insert a new row. IMPORTANT: You must use the \\"data\\" parameter (not \\"values\\", \\"row\\", \\"fields\\", or other variations) to specify the row contents.","version":"1.0.0","params":{"tableId":{"type":"string","required":true,"description":"Table ID","visibility":"user-only"},"data":{"type":"object","required":true,"description":"Row data to insert or update","visibility":"user-or-llm"},"conflictTarget":{"type":"string","required":false,"description":"Unique column to match on. Required only when the table has more than one unique column.","visibility":"user-only"}}},"tailscale_authorize_device":{"id":"tailscale_authorize_device","name":"Tailscale Authorize Device","description":"Authorize or deauthorize a device on the tailnet","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Tailscale API key"},"tailnet":{"type":"string","required":true,"visibility":"user-or-llm","description":"Tailnet name (e.g., example.com) or \\"-\\" for default"},"deviceId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Device ID to authorize"},"authorized":{"type":"boolean","required":true,"visibility":"user-or-llm","description":"Whether to authorize (true) or deauthorize (false) the device"}}},"tailscale_create_auth_key":{"id":"tailscale_create_auth_key","name":"Tailscale Create Auth Key","description":"Create a new auth key for the tailnet to pre-authorize devices","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Tailscale API key"},"tailnet":{"type":"string","required":true,"visibility":"user-or-llm","description":"Tailnet name (e.g., example.com) or \\"-\\" for default"},"reusable":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the key can be used more than once","default":false},"ephemeral":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether devices authenticated with this key are ephemeral","default":false},"preauthorized":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether devices are pre-authorized (skip manual approval)","default":true},"tags":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of tags for devices using this key (e.g., \\"tag:server,tag:prod\\")"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Description for the auth key"},"expirySeconds":{"type":"number","required":false,"visibility":"user-or-llm","description":"Key expiry time in seconds (default: 90 days)"}}},"tailscale_delete_auth_key":{"id":"tailscale_delete_auth_key","name":"Tailscale Delete Auth Key","description":"Revoke and delete an auth key","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Tailscale API key"},"tailnet":{"type":"string","required":true,"visibility":"user-or-llm","description":"Tailnet name (e.g., example.com) or \\"-\\" for default"},"keyId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Auth key ID to delete"}}},"tailscale_delete_device":{"id":"tailscale_delete_device","name":"Tailscale Delete Device","description":"Remove a device from the tailnet","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Tailscale API key"},"tailnet":{"type":"string","required":true,"visibility":"user-or-llm","description":"Tailnet name (e.g., example.com) or \\"-\\" for default"},"deviceId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Device ID to delete"}}},"tailscale_delete_user":{"id":"tailscale_delete_user","name":"Tailscale Delete User","description":"Delete a user from the tailnet","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Tailscale API key"},"tailnet":{"type":"string","required":true,"visibility":"user-or-llm","description":"Tailnet name (e.g., example.com) or \\"-\\" for default"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"User ID to delete"}}},"tailscale_expire_device_key":{"id":"tailscale_expire_device_key","name":"Tailscale Expire Device Key","description":"Immediately expire a device\'s node key, requiring it to re-authenticate before it can reconnect to the tailnet","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Tailscale API key"},"tailnet":{"type":"string","required":true,"visibility":"user-or-llm","description":"Tailnet name (e.g., example.com) or \\"-\\" for default"},"deviceId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Device ID to expire the key for"}}},"tailscale_get_acl":{"id":"tailscale_get_acl","name":"Tailscale Get ACL","description":"Get the current ACL policy for the tailnet","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Tailscale API key"},"tailnet":{"type":"string","required":true,"visibility":"user-or-llm","description":"Tailnet name (e.g., example.com) or \\"-\\" for default"}}},"tailscale_get_auth_key":{"id":"tailscale_get_auth_key","name":"Tailscale Get Auth Key","description":"Get details of a specific auth key","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Tailscale API key"},"tailnet":{"type":"string","required":true,"visibility":"user-or-llm","description":"Tailnet name (e.g., example.com) or \\"-\\" for default"},"keyId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Auth key ID"}}},"tailscale_get_device":{"id":"tailscale_get_device","name":"Tailscale Get Device","description":"Get details of a specific device by ID","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Tailscale API key"},"tailnet":{"type":"string","required":true,"visibility":"user-or-llm","description":"Tailnet name (e.g., example.com) or \\"-\\" for default"},"deviceId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Device ID"}}},"tailscale_get_device_routes":{"id":"tailscale_get_device_routes","name":"Tailscale Get Device Routes","description":"Get the subnet routes for a device","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Tailscale API key"},"tailnet":{"type":"string","required":true,"visibility":"user-or-llm","description":"Tailnet name (e.g., example.com) or \\"-\\" for default"},"deviceId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Device ID"}}},"tailscale_get_dns_preferences":{"id":"tailscale_get_dns_preferences","name":"Tailscale Get DNS Preferences","description":"Get the DNS preferences for the tailnet including MagicDNS status","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Tailscale API key"},"tailnet":{"type":"string","required":true,"visibility":"user-or-llm","description":"Tailnet name (e.g., example.com) or \\"-\\" for default"}}},"tailscale_get_dns_searchpaths":{"id":"tailscale_get_dns_searchpaths","name":"Tailscale Get DNS Search Paths","description":"Get the DNS search paths configured for the tailnet","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Tailscale API key"},"tailnet":{"type":"string","required":true,"visibility":"user-or-llm","description":"Tailnet name (e.g., example.com) or \\"-\\" for default"}}},"tailscale_list_auth_keys":{"id":"tailscale_list_auth_keys","name":"Tailscale List Auth Keys","description":"List all auth keys in the tailnet","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Tailscale API key"},"tailnet":{"type":"string","required":true,"visibility":"user-or-llm","description":"Tailnet name (e.g., example.com) or \\"-\\" for default"}}},"tailscale_list_devices":{"id":"tailscale_list_devices","name":"Tailscale List Devices","description":"List all devices in the tailnet","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Tailscale API key"},"tailnet":{"type":"string","required":true,"visibility":"user-or-llm","description":"Tailnet name (e.g., example.com) or \\"-\\" for default"}}},"tailscale_list_dns_nameservers":{"id":"tailscale_list_dns_nameservers","name":"Tailscale List DNS Nameservers","description":"Get the DNS nameservers configured for the tailnet","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Tailscale API key"},"tailnet":{"type":"string","required":true,"visibility":"user-or-llm","description":"Tailnet name (e.g., example.com) or \\"-\\" for default"}}},"tailscale_list_users":{"id":"tailscale_list_users","name":"Tailscale List Users","description":"List all users in the tailnet","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Tailscale API key"},"tailnet":{"type":"string","required":true,"visibility":"user-or-llm","description":"Tailnet name (e.g., example.com) or \\"-\\" for default"}}},"tailscale_set_acl":{"id":"tailscale_set_acl","name":"Tailscale Set ACL","description":"Replace the ACL policy file for the tailnet","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Tailscale API key"},"tailnet":{"type":"string","required":true,"visibility":"user-or-llm","description":"Tailnet name (e.g., example.com) or \\"-\\" for default"},"acl":{"type":"string","required":true,"visibility":"user-or-llm","description":"The new ACL policy file, as a JSON string"},"ifMatch":{"type":"string","required":false,"visibility":"user-or-llm","description":"ETag from a prior Get ACL call to avoid overwriting concurrent updates. Use \\"ts-default\\" to only replace an untouched default policy file."}}},"tailscale_set_device_routes":{"id":"tailscale_set_device_routes","name":"Tailscale Set Device Routes","description":"Set the enabled subnet routes for a device","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Tailscale API key"},"tailnet":{"type":"string","required":true,"visibility":"user-or-llm","description":"Tailnet name (e.g., example.com) or \\"-\\" for default"},"deviceId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Device ID"},"routes":{"type":"string","required":true,"visibility":"user-or-llm","description":"Comma-separated list of subnet routes to enable (e.g., \\"10.0.0.0/24,192.168.1.0/24\\")"}}},"tailscale_set_device_tags":{"id":"tailscale_set_device_tags","name":"Tailscale Set Device Tags","description":"Set tags on a device in the tailnet","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Tailscale API key"},"tailnet":{"type":"string","required":true,"visibility":"user-or-llm","description":"Tailnet name (e.g., example.com) or \\"-\\" for default"},"deviceId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Device ID"},"tags":{"type":"string","required":true,"visibility":"user-or-llm","description":"Comma-separated list of tags (e.g., \\"tag:server,tag:production\\")"}}},"tailscale_set_dns_nameservers":{"id":"tailscale_set_dns_nameservers","name":"Tailscale Set DNS Nameservers","description":"Set the DNS nameservers for the tailnet","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Tailscale API key"},"tailnet":{"type":"string","required":true,"visibility":"user-or-llm","description":"Tailnet name (e.g., example.com) or \\"-\\" for default"},"dns":{"type":"string","required":true,"visibility":"user-or-llm","description":"Comma-separated list of DNS nameserver IP addresses (e.g., \\"8.8.8.8,8.8.4.4\\")"}}},"tailscale_set_dns_preferences":{"id":"tailscale_set_dns_preferences","name":"Tailscale Set DNS Preferences","description":"Set DNS preferences for the tailnet (enable/disable MagicDNS)","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Tailscale API key"},"tailnet":{"type":"string","required":true,"visibility":"user-or-llm","description":"Tailnet name (e.g., example.com) or \\"-\\" for default"},"magicDNS":{"type":"boolean","required":true,"visibility":"user-or-llm","description":"Whether to enable (true) or disable (false) MagicDNS"}}},"tailscale_set_dns_searchpaths":{"id":"tailscale_set_dns_searchpaths","name":"Tailscale Set DNS Search Paths","description":"Set the DNS search paths for the tailnet","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Tailscale API key"},"tailnet":{"type":"string","required":true,"visibility":"user-or-llm","description":"Tailnet name (e.g., example.com) or \\"-\\" for default"},"searchPaths":{"type":"string","required":true,"visibility":"user-or-llm","description":"Comma-separated list of DNS search path domains (e.g., \\"corp.example.com,internal.example.com\\")"}}},"tailscale_suspend_user":{"id":"tailscale_suspend_user","name":"Tailscale Suspend User","description":"Suspend a user\'s access to the tailnet","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Tailscale API key"},"tailnet":{"type":"string","required":true,"visibility":"user-or-llm","description":"Tailnet name (e.g., example.com) or \\"-\\" for default"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"User ID to suspend"}}},"tailscale_update_device_key":{"id":"tailscale_update_device_key","name":"Tailscale Update Device Key","description":"Enable or disable key expiry on a device","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Tailscale API key"},"tailnet":{"type":"string","required":true,"visibility":"user-or-llm","description":"Tailnet name (e.g., example.com) or \\"-\\" for default"},"deviceId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Device ID"},"keyExpiryDisabled":{"type":"boolean","required":true,"visibility":"user-or-llm","description":"Whether to disable key expiry (true) or enable it (false)"}}},"tavily_crawl":{"id":"tavily_crawl","name":"Tavily Crawl","description":"Systematically crawl and extract content from websites using Tavily\'s crawl API. 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Returns structured results with titles, URLs, snippets, and optional raw content, optimized for relevance and accuracy.","version":"1.0.0","params":{"query":{"type":"string","required":true,"visibility":"user-or-llm","description":"The search query to execute (e.g., \\"latest AI research papers 2024\\")"},"max_results":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of results (1-20, e.g., 5)"},"topic":{"type":"string","required":false,"visibility":"user-or-llm","description":"Category type: general, news, or finance (e.g., \\"news\\")"},"search_depth":{"type":"string","required":false,"visibility":"user-or-llm","description":"Search scope: basic (1 credit) or advanced (2 credits) (e.g., \\"advanced\\")"},"include_answer":{"type":"string","required":false,"visibility":"user-or-llm","description":"LLM-generated response: true/basic for quick answer or advanced for detailed (e.g., \\"advanced\\")"},"include_raw_content":{"type":"string","required":false,"visibility":"user-or-llm","description":"Parsed HTML content: true/markdown or text format (e.g., \\"markdown\\")"},"include_images":{"type":"boolean","required":false,"visibility":"user-only","description":"Include image search results"},"include_image_descriptions":{"type":"boolean","required":false,"visibility":"user-only","description":"Add descriptive text for images"},"include_favicon":{"type":"boolean","required":false,"visibility":"user-only","description":"Include favicon URLs"},"chunks_per_source":{"type":"number","required":false,"visibility":"user-only","description":"Maximum number of relevant chunks per source (1-3, default: 3)"},"time_range":{"type":"string","required":false,"visibility":"user-only","description":"Filter by recency: day/d, week/w, month/m, year/y"},"start_date":{"type":"string","required":false,"visibility":"user-only","description":"Earliest publication date (YYYY-MM-DD format)"},"end_date":{"type":"string","required":false,"visibility":"user-only","description":"Latest publication date (YYYY-MM-DD format)"},"include_domains":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of domains to whitelist (e.g., \\"github.com,stackoverflow.com\\")"},"exclude_domains":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of domains to blacklist (e.g., \\"pinterest.com,reddit.com\\")"},"country":{"type":"string","required":false,"visibility":"user-only","description":"Boost results from specified country (general topic only)"},"auto_parameters":{"type":"boolean","required":false,"visibility":"user-only","description":"Automatic parameter configuration based on query intent"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Tavily API Key"}}},"telegram_copy_message":{"id":"telegram_copy_message","name":"Telegram Copy Message","description":"Copy a message to another Telegram chat without a forward header through the Telegram Bot API.","version":"1.0.0","params":{"botToken":{"type":"string","required":true,"visibility":"user-only","description":"Your Telegram Bot API Token"},"chatId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Destination chat ID (numeric, can be negative for groups)"},"fromChatId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Source chat ID the original message belongs to"},"messageId":{"type":"number","required":true,"visibility":"user-or-llm","description":"Identifier of the message to copy in the source chat"},"caption":{"type":"string","required":false,"visibility":"user-or-llm","description":"New caption for the copied media (keeps the original if omitted)"}}},"telegram_delete_message":{"id":"telegram_delete_message","name":"Telegram Delete Message","description":"Delete messages in Telegram channels or chats through the Telegram Bot API. 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Pass a file_id or HTTP URL"},"caption":{"type":"string","required":false,"visibility":"user-or-llm","description":"Animation caption (optional)"}}},"telegram_send_audio":{"id":"telegram_send_audio","name":"Telegram Send Audio","description":"Send audio files to Telegram channels or users through the Telegram Bot API.","version":"1.0.0","params":{"botToken":{"type":"string","required":true,"visibility":"user-only","description":"Your Telegram Bot API Token"},"chatId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Telegram chat ID (numeric, can be negative for groups)"},"audio":{"type":"string","required":true,"visibility":"user-or-llm","description":"Audio file to send. 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The workflow decides how to respond to the request.","version":"1.0.0","params":{"serverUrl":{"type":"string","required":true,"visibility":"user-only","description":"Base URL of the Temporal server\'s HTTP API (e.g., http://localhost:7243)"},"namespace":{"type":"string","required":true,"visibility":"user-only","description":"Temporal namespace (e.g., default)"},"apiKey":{"type":"string","required":false,"visibility":"user-only","description":"API key sent as a Bearer token (leave blank for servers without auth)"},"workflowId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Workflow ID of the execution to cancel"},"runId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Run ID of a specific run to cancel (defaults to the latest run)"},"reason":{"type":"string","required":false,"visibility":"user-or-llm","description":"Reason for the cancellation, recorded in the workflow history"}}},"temporal_count_workflows":{"id":"temporal_count_workflows","name":"Temporal Count Workflows","description":"Count workflow executions in a Temporal namespace matching a visibility query, with optional GROUP BY aggregation.","version":"1.0.0","params":{"serverUrl":{"type":"string","required":true,"visibility":"user-only","description":"Base URL of the Temporal server\'s HTTP API (e.g., http://localhost:7243)"},"namespace":{"type":"string","required":true,"visibility":"user-only","description":"Temporal namespace (e.g., default)"},"apiKey":{"type":"string","required":false,"visibility":"user-only","description":"API key sent as a Bearer token (leave blank for servers without auth)"},"query":{"type":"string","required":false,"visibility":"user-or-llm","description":"Visibility count filter, e.g. ExecutionStatus = \\"Running\\" or ... GROUP BY ExecutionStatus (empty counts all executions)"}}},"temporal_create_schedule":{"id":"temporal_create_schedule","name":"Temporal Create Schedule","description":"Create a Temporal schedule that starts a workflow on a cron or interval cadence.","version":"1.0.0","params":{"serverUrl":{"type":"string","required":true,"visibility":"user-only","description":"Base URL of the Temporal server\'s HTTP API (e.g., http://localhost:7243)"},"namespace":{"type":"string","required":true,"visibility":"user-only","description":"Temporal namespace (e.g., default)"},"apiKey":{"type":"string","required":false,"visibility":"user-only","description":"API key sent as a Bearer token (leave blank for servers without auth)"},"scheduleId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Unique ID for the new schedule (e.g., nightly-report)"},"workflowId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Workflow ID for started workflows (the schedule appends the run time to keep IDs unique)"},"workflowType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Registered workflow type name the schedule starts (e.g., ReportWorkflow)"},"taskQueue":{"type":"string","required":true,"visibility":"user-or-llm","description":"Task queue the workflow worker polls (e.g., reports)"},"input":{"type":"string","required":false,"visibility":"user-or-llm","description":"Workflow input as JSON. A top-level array is passed as the argument list (one argument per element); any other value is passed as a single argument"},"cronExpressions":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cron expressions defining when the schedule fires, comma- or newline-separated for multiple (e.g., \\"0 12 * * *\\"). At least one of cronExpressions or intervalSeconds is required"},"intervalSeconds":{"type":"number","required":false,"visibility":"user-or-llm","description":"Fixed interval between actions in seconds. At least one of cronExpressions or intervalSeconds is required"},"timezone":{"type":"string","required":false,"visibility":"user-or-llm","description":"IANA time zone for cron evaluation (e.g., America/New_York; defaults to UTC)"},"overlapPolicy":{"type":"string","required":false,"visibility":"user-only","description":"Policy when an action would overlap a still-running one (defaults to skip): SCHEDULE_OVERLAP_POLICY_SKIP, SCHEDULE_OVERLAP_POLICY_BUFFER_ONE, SCHEDULE_OVERLAP_POLICY_BUFFER_ALL, SCHEDULE_OVERLAP_POLICY_CANCEL_OTHER, SCHEDULE_OVERLAP_POLICY_TERMINATE_OTHER, or SCHEDULE_OVERLAP_POLICY_ALLOW_ALL"},"notes":{"type":"string","required":false,"visibility":"user-or-llm","description":"Human-readable notes stored on the schedule"},"paused":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Create the schedule in a paused state (defaults to active)"}}},"temporal_delete_schedule":{"id":"temporal_delete_schedule","name":"Temporal Delete Schedule","description":"Delete a Temporal schedule. Workflows already started by the schedule keep running.","version":"1.0.0","params":{"serverUrl":{"type":"string","required":true,"visibility":"user-only","description":"Base URL of the Temporal server\'s HTTP API (e.g., http://localhost:7243)"},"namespace":{"type":"string","required":true,"visibility":"user-only","description":"Temporal namespace (e.g., default)"},"apiKey":{"type":"string","required":false,"visibility":"user-only","description":"API key sent as a Bearer token (leave blank for servers without auth)"},"scheduleId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the schedule to delete"}}},"temporal_describe_schedule":{"id":"temporal_describe_schedule","name":"Temporal Describe Schedule","description":"Get the configuration and current state of a Temporal schedule, including its spec, recent actions, and upcoming run times.","version":"1.0.0","params":{"serverUrl":{"type":"string","required":true,"visibility":"user-only","description":"Base URL of the Temporal server\'s HTTP API (e.g., http://localhost:7243)"},"namespace":{"type":"string","required":true,"visibility":"user-only","description":"Temporal namespace (e.g., default)"},"apiKey":{"type":"string","required":false,"visibility":"user-only","description":"API key sent as a Bearer token (leave blank for servers without auth)"},"scheduleId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the schedule to describe"}}},"temporal_describe_task_queue":{"id":"temporal_describe_task_queue","name":"Temporal Describe Task Queue","description":"List the workers currently polling a Temporal task queue, to check whether a workflow or activity has live workers.","version":"1.0.0","params":{"serverUrl":{"type":"string","required":true,"visibility":"user-only","description":"Base URL of the Temporal server\'s HTTP API (e.g., http://localhost:7243)"},"namespace":{"type":"string","required":true,"visibility":"user-only","description":"Temporal namespace (e.g., default)"},"apiKey":{"type":"string","required":false,"visibility":"user-only","description":"API key sent as a Bearer token (leave blank for servers without auth)"},"taskQueue":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name of the task queue to describe (e.g., orders)"},"taskQueueType":{"type":"string","required":false,"visibility":"user-only","description":"Type of pollers to list: TASK_QUEUE_TYPE_WORKFLOW (default) or TASK_QUEUE_TYPE_ACTIVITY"}}},"temporal_describe_workflow":{"id":"temporal_describe_workflow","name":"Temporal Describe Workflow","description":"Get the current state of a Temporal workflow execution, including status, timing, memo, search attributes, and pending activities.","version":"1.0.0","params":{"serverUrl":{"type":"string","required":true,"visibility":"user-only","description":"Base URL of the Temporal server\'s HTTP API (e.g., http://localhost:7243)"},"namespace":{"type":"string","required":true,"visibility":"user-only","description":"Temporal namespace (e.g., default)"},"apiKey":{"type":"string","required":false,"visibility":"user-only","description":"API key sent as a Bearer token (leave blank for servers without auth)"},"workflowId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Workflow ID of the execution to describe"},"runId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Run ID of a specific run to describe (defaults to the latest run)"}}},"temporal_get_workflow_history":{"id":"temporal_get_workflow_history","name":"Temporal Get Workflow History","description":"Fetch the event history of a Temporal workflow execution, optionally filtered to just the close event.","version":"1.0.0","params":{"serverUrl":{"type":"string","required":true,"visibility":"user-only","description":"Base URL of the Temporal server\'s HTTP API (e.g., http://localhost:7243)"},"namespace":{"type":"string","required":true,"visibility":"user-only","description":"Temporal namespace (e.g., default)"},"apiKey":{"type":"string","required":false,"visibility":"user-only","description":"API key sent as a Bearer token (leave blank for servers without auth)"},"workflowId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Workflow ID of the execution"},"runId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Run ID of a specific run (defaults to the latest run)"},"maximumPageSize":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of history events to return per page"},"nextPageToken":{"type":"string","required":false,"visibility":"user-or-llm","description":"Page token from a previous response, for pagination"},"historyEventFilterType":{"type":"string","required":false,"visibility":"user-only","description":"Event filter: HISTORY_EVENT_FILTER_TYPE_ALL_EVENT (default) or HISTORY_EVENT_FILTER_TYPE_CLOSE_EVENT to return only the final close event"}}},"temporal_list_schedules":{"id":"temporal_list_schedules","name":"Temporal List Schedules","description":"List schedules in a Temporal namespace.","version":"1.0.0","params":{"serverUrl":{"type":"string","required":true,"visibility":"user-only","description":"Base URL of the Temporal server\'s HTTP API (e.g., http://localhost:7243)"},"namespace":{"type":"string","required":true,"visibility":"user-only","description":"Temporal namespace (e.g., default)"},"apiKey":{"type":"string","required":false,"visibility":"user-only","description":"API key sent as a Bearer token (leave blank for servers without auth)"},"query":{"type":"string","required":false,"visibility":"user-or-llm","description":"Visibility filter over schedules, e.g. TemporalSchedulePaused = false (empty lists all schedules)"},"maximumPageSize":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of schedules to return per page"},"nextPageToken":{"type":"string","required":false,"visibility":"user-or-llm","description":"Page token from a previous response, for pagination"}}},"temporal_list_workflows":{"id":"temporal_list_workflows","name":"Temporal List Workflows","description":"List workflow executions in a Temporal namespace, optionally filtered with a visibility query.","version":"1.0.0","params":{"serverUrl":{"type":"string","required":true,"visibility":"user-only","description":"Base URL of the Temporal server\'s HTTP API (e.g., http://localhost:7243)"},"namespace":{"type":"string","required":true,"visibility":"user-only","description":"Temporal namespace (e.g., default)"},"apiKey":{"type":"string","required":false,"visibility":"user-only","description":"API key sent as a Bearer token (leave blank for servers without auth)"},"query":{"type":"string","required":false,"visibility":"user-or-llm","description":"Visibility list filter, e.g. WorkflowType = \\"OrderWorkflow\\" AND ExecutionStatus = \\"Running\\" (empty lists all executions)"},"pageSize":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of executions to return per page"},"nextPageToken":{"type":"string","required":false,"visibility":"user-or-llm","description":"Page token from a previous response, for pagination"}}},"temporal_pause_schedule":{"id":"temporal_pause_schedule","name":"Temporal Pause Schedule","description":"Pause a Temporal schedule so it stops taking actions until unpaused.","version":"1.0.0","params":{"serverUrl":{"type":"string","required":true,"visibility":"user-only","description":"Base URL of the Temporal server\'s HTTP API (e.g., http://localhost:7243)"},"namespace":{"type":"string","required":true,"visibility":"user-only","description":"Temporal namespace (e.g., default)"},"apiKey":{"type":"string","required":false,"visibility":"user-only","description":"API key sent as a Bearer token (leave blank for servers without auth)"},"scheduleId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the schedule to pause"},"reason":{"type":"string","required":false,"visibility":"user-or-llm","description":"Reason recorded in the schedule\'s notes"}}},"temporal_query_workflow":{"id":"temporal_query_workflow","name":"Temporal Query Workflow","description":"Run a synchronous query against the state of a Temporal workflow execution and return the result.","version":"1.0.0","params":{"serverUrl":{"type":"string","required":true,"visibility":"user-only","description":"Base URL of the Temporal server\'s HTTP API (e.g., http://localhost:7243)"},"namespace":{"type":"string","required":true,"visibility":"user-only","description":"Temporal namespace (e.g., default)"},"apiKey":{"type":"string","required":false,"visibility":"user-only","description":"API key sent as a Bearer token (leave blank for servers without auth)"},"workflowId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Workflow ID of the execution to query"},"runId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Run ID of a specific run to query (defaults to the latest run)"},"queryType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name of the query handler to invoke (e.g., getStatus)"},"queryArgs":{"type":"string","required":false,"visibility":"user-or-llm","description":"Query arguments as JSON. A top-level array is passed as the argument list (one argument per element); any other value is passed as a single argument"}}},"temporal_reset_workflow":{"id":"temporal_reset_workflow","name":"Temporal Reset Workflow","description":"Reset a Temporal workflow execution to a past workflow task, terminating the current run and replaying from the reset point in a new run.","version":"1.0.0","params":{"serverUrl":{"type":"string","required":true,"visibility":"user-only","description":"Base URL of the Temporal server\'s HTTP API (e.g., http://localhost:7243)"},"namespace":{"type":"string","required":true,"visibility":"user-only","description":"Temporal namespace (e.g., default)"},"apiKey":{"type":"string","required":false,"visibility":"user-only","description":"API key sent as a Bearer token (leave blank for servers without auth)"},"workflowId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Workflow ID of the execution to reset"},"runId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Run ID of a specific run to reset (defaults to the latest run)"},"workflowTaskFinishEventId":{"type":"number","required":true,"visibility":"user-or-llm","description":"Event ID of the workflow task finish event to reset to — a WORKFLOW_TASK_COMPLETED, WORKFLOW_TASK_TIMED_OUT, WORKFLOW_TASK_FAILED, or WORKFLOW_TASK_STARTED event (find it with Get Workflow History)"},"reason":{"type":"string","required":false,"visibility":"user-or-llm","description":"Reason for the reset, recorded in the workflow history"}}},"temporal_signal_with_start":{"id":"temporal_signal_with_start","name":"Temporal Signal With Start","description":"Atomically signal a Temporal workflow, starting it first if it is not already running, so the signal is never lost.","version":"1.0.0","params":{"serverUrl":{"type":"string","required":true,"visibility":"user-only","description":"Base URL of the Temporal server\'s HTTP API (e.g., http://localhost:7243)"},"namespace":{"type":"string","required":true,"visibility":"user-only","description":"Temporal namespace (e.g., default)"},"apiKey":{"type":"string","required":false,"visibility":"user-only","description":"API key sent as a Bearer token (leave blank for servers without auth)"},"workflowId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Workflow ID to signal, or to start and signal (e.g., order-1234)"},"workflowType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Registered workflow type name to start if the workflow is not running"},"taskQueue":{"type":"string","required":true,"visibility":"user-or-llm","description":"Task queue the workflow worker polls (e.g., orders)"},"signalName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name of the signal handler to invoke (e.g., approve-order)"},"input":{"type":"string","required":false,"visibility":"user-or-llm","description":"Workflow start input as JSON, used only when a new execution is started. A top-level array is passed as the argument list; any other value is passed as a single argument"},"signalInput":{"type":"string","required":false,"visibility":"user-or-llm","description":"Signal input as JSON. A top-level array is passed as the argument list (one argument per element); any other value is passed as a single argument"},"workflowIdReusePolicy":{"type":"string","required":false,"visibility":"user-only","description":"Policy for reusing a closed workflow ID: WORKFLOW_ID_REUSE_POLICY_ALLOW_DUPLICATE, WORKFLOW_ID_REUSE_POLICY_ALLOW_DUPLICATE_FAILED_ONLY, WORKFLOW_ID_REUSE_POLICY_REJECT_DUPLICATE, or WORKFLOW_ID_REUSE_POLICY_TERMINATE_IF_RUNNING"},"workflowIdConflictPolicy":{"type":"string","required":false,"visibility":"user-only","description":"Policy when a workflow with the same ID is already running (defaults to using the existing run): WORKFLOW_ID_CONFLICT_POLICY_FAIL, WORKFLOW_ID_CONFLICT_POLICY_USE_EXISTING, or WORKFLOW_ID_CONFLICT_POLICY_TERMINATE_EXISTING"},"cronSchedule":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cron schedule for recurring executions (e.g., \\"0 12 * * *\\")"},"executionTimeoutSeconds":{"type":"number","required":false,"visibility":"user-or-llm","description":"Total workflow execution timeout in seconds, including retries and continue-as-new"},"runTimeoutSeconds":{"type":"number","required":false,"visibility":"user-or-llm","description":"Timeout for a single workflow run in seconds"},"memo":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON object of memo fields to attach to the execution"},"searchAttributes":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON object of search attribute values to index the execution with"}}},"temporal_signal_workflow":{"id":"temporal_signal_workflow","name":"Temporal Signal Workflow","description":"Send a signal to a running Temporal workflow execution.","version":"1.0.0","params":{"serverUrl":{"type":"string","required":true,"visibility":"user-only","description":"Base URL of the Temporal server\'s HTTP API (e.g., http://localhost:7243)"},"namespace":{"type":"string","required":true,"visibility":"user-only","description":"Temporal namespace (e.g., default)"},"apiKey":{"type":"string","required":false,"visibility":"user-only","description":"API key sent as a Bearer token (leave blank for servers without auth)"},"workflowId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Workflow ID of the execution to signal"},"runId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Run ID of a specific run to signal (defaults to the latest run)"},"signalName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name of the signal handler to invoke (e.g., approve-order)"},"signalInput":{"type":"string","required":false,"visibility":"user-or-llm","description":"Signal input as JSON. A top-level array is passed as the argument list (one argument per element); any other value is passed as a single argument"}}},"temporal_start_workflow":{"id":"temporal_start_workflow","name":"Temporal Start Workflow","description":"Start a new workflow execution on a Temporal cluster.","version":"1.0.0","params":{"serverUrl":{"type":"string","required":true,"visibility":"user-only","description":"Base URL of the Temporal server\'s HTTP API (e.g., http://localhost:7243)"},"namespace":{"type":"string","required":true,"visibility":"user-only","description":"Temporal namespace (e.g., default)"},"apiKey":{"type":"string","required":false,"visibility":"user-only","description":"API key sent as a Bearer token (leave blank for servers without auth)"},"workflowId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Unique workflow ID for the new execution (e.g., order-1234)"},"workflowType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Registered workflow type name to run (e.g., OrderWorkflow)"},"taskQueue":{"type":"string","required":true,"visibility":"user-or-llm","description":"Task queue the workflow worker polls (e.g., orders)"},"input":{"type":"string","required":false,"visibility":"user-or-llm","description":"Workflow input as JSON. A top-level array is passed as the argument list (one argument per element); any other value is passed as a single argument"},"workflowIdReusePolicy":{"type":"string","required":false,"visibility":"user-only","description":"Policy for reusing a closed workflow ID: WORKFLOW_ID_REUSE_POLICY_ALLOW_DUPLICATE, WORKFLOW_ID_REUSE_POLICY_ALLOW_DUPLICATE_FAILED_ONLY, WORKFLOW_ID_REUSE_POLICY_REJECT_DUPLICATE, or WORKFLOW_ID_REUSE_POLICY_TERMINATE_IF_RUNNING"},"workflowIdConflictPolicy":{"type":"string","required":false,"visibility":"user-only","description":"Policy when a workflow with the same ID is already running: WORKFLOW_ID_CONFLICT_POLICY_FAIL, WORKFLOW_ID_CONFLICT_POLICY_USE_EXISTING, or WORKFLOW_ID_CONFLICT_POLICY_TERMINATE_EXISTING"},"cronSchedule":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cron schedule for recurring executions (e.g., \\"0 12 * * *\\")"},"executionTimeoutSeconds":{"type":"number","required":false,"visibility":"user-or-llm","description":"Total workflow execution timeout in seconds, including retries and continue-as-new"},"runTimeoutSeconds":{"type":"number","required":false,"visibility":"user-or-llm","description":"Timeout for a single workflow run in seconds"},"memo":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON object of memo fields to attach to the execution"},"searchAttributes":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON object of search attribute values to index the execution with"}}},"temporal_terminate_workflow":{"id":"temporal_terminate_workflow","name":"Temporal Terminate Workflow","description":"Forcefully terminate a Temporal workflow execution immediately, without giving the workflow a chance to react.","version":"1.0.0","params":{"serverUrl":{"type":"string","required":true,"visibility":"user-only","description":"Base URL of the Temporal server\'s HTTP API (e.g., http://localhost:7243)"},"namespace":{"type":"string","required":true,"visibility":"user-only","description":"Temporal namespace (e.g., default)"},"apiKey":{"type":"string","required":false,"visibility":"user-only","description":"API key sent as a Bearer token (leave blank for servers without auth)"},"workflowId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Workflow ID of the execution to terminate"},"runId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Run ID of a specific run to terminate (defaults to the latest run)"},"reason":{"type":"string","required":false,"visibility":"user-or-llm","description":"Reason for the termination, recorded in the workflow history"}}},"temporal_trigger_schedule":{"id":"temporal_trigger_schedule","name":"Temporal Trigger Schedule","description":"Trigger an immediate action of a Temporal schedule, outside its normal spec.","version":"1.0.0","params":{"serverUrl":{"type":"string","required":true,"visibility":"user-only","description":"Base URL of the Temporal server\'s HTTP API (e.g., http://localhost:7243)"},"namespace":{"type":"string","required":true,"visibility":"user-only","description":"Temporal namespace (e.g., default)"},"apiKey":{"type":"string","required":false,"visibility":"user-only","description":"API key sent as a Bearer token (leave blank for servers without auth)"},"scheduleId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the schedule to trigger"},"overlapPolicy":{"type":"string","required":false,"visibility":"user-only","description":"Overlap policy for the triggered action (defaults to the schedule\'s policy): SCHEDULE_OVERLAP_POLICY_SKIP, SCHEDULE_OVERLAP_POLICY_BUFFER_ONE, SCHEDULE_OVERLAP_POLICY_BUFFER_ALL, SCHEDULE_OVERLAP_POLICY_CANCEL_OTHER, SCHEDULE_OVERLAP_POLICY_TERMINATE_OTHER, or SCHEDULE_OVERLAP_POLICY_ALLOW_ALL"}}},"temporal_unpause_schedule":{"id":"temporal_unpause_schedule","name":"Temporal Unpause Schedule","description":"Unpause a Temporal schedule so it resumes taking actions.","version":"1.0.0","params":{"serverUrl":{"type":"string","required":true,"visibility":"user-only","description":"Base URL of the Temporal server\'s HTTP API (e.g., http://localhost:7243)"},"namespace":{"type":"string","required":true,"visibility":"user-only","description":"Temporal namespace (e.g., default)"},"apiKey":{"type":"string","required":false,"visibility":"user-only","description":"API key sent as a Bearer token (leave blank for servers without auth)"},"scheduleId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the schedule to unpause"},"reason":{"type":"string","required":false,"visibility":"user-or-llm","description":"Reason recorded in the schedule\'s notes"}}},"temporal_update_workflow":{"id":"temporal_update_workflow","name":"Temporal Update Workflow","description":"Invoke an update handler on a running Temporal workflow and wait for its result. Unlike a signal, an update is validated by the workflow and returns a response.","version":"1.0.0","params":{"serverUrl":{"type":"string","required":true,"visibility":"user-only","description":"Base URL of the Temporal server\'s HTTP API (e.g., http://localhost:7243)"},"namespace":{"type":"string","required":true,"visibility":"user-only","description":"Temporal namespace (e.g., default)"},"apiKey":{"type":"string","required":false,"visibility":"user-only","description":"API key sent as a Bearer token (leave blank for servers without auth)"},"workflowId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Workflow ID of the execution to update"},"runId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Run ID of a specific run to update (defaults to the latest run)"},"updateName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name of the update handler to invoke (e.g., addItem)"},"updateArgs":{"type":"string","required":false,"visibility":"user-or-llm","description":"Update arguments as JSON. A top-level array is passed as the argument list (one argument per element); any other value is passed as a single argument"}}},"textract_analyze_expense":{"id":"textract_analyze_expense","name":"AWS Textract Analyze Expense","description":"Extract structured invoice and receipt fields using AWS Textract AnalyzeExpense","version":"1.0.0","params":{"accessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS Access Key ID"},"secretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS Secret Access Key"},"region":{"type":"string","required":true,"visibility":"user-only","description":"AWS region for Textract service (e.g., us-east-1)"},"processingMode":{"type":"string","required":false,"visibility":"user-only","description":"Document type: single-page or multi-page. Defaults to single-page."},"file":{"type":"file","required":false,"visibility":"hidden","description":"Invoice or receipt to be processed (JPEG, PNG, or single-page PDF)."},"filePath":{"type":"string","required":false,"visibility":"hidden","description":"URL to an invoice or receipt to be processed, if not uploaded directly."},"s3Uri":{"type":"string","required":false,"visibility":"user-only","description":"S3 URI for multi-page processing (s3://bucket/key)."}}},"textract_analyze_id":{"id":"textract_analyze_id","name":"AWS Textract Analyze ID","description":"Extract identity document fields using AWS Textract AnalyzeID","version":"1.0.0","params":{"accessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS Access Key ID"},"secretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS Secret Access Key"},"region":{"type":"string","required":true,"visibility":"user-only","description":"AWS region for Textract service (e.g., us-east-1)"},"file":{"type":"file","required":false,"visibility":"hidden","description":"Front of the identity document (JPEG, PNG, or PDF)."},"filePath":{"type":"string","required":false,"visibility":"hidden","description":"URL to the front of the identity document, if not uploaded directly."},"fileBack":{"type":"file","required":false,"visibility":"hidden","description":"Back of the identity document, if applicable (JPEG, PNG, or PDF)."},"filePathBack":{"type":"string","required":false,"visibility":"hidden","description":"URL to the back of the identity document, if not uploaded directly."}}},"textract_parser":{"id":"textract_parser","name":"AWS Textract Parser","description":"Parse documents using AWS Textract OCR and document analysis","version":"1.0.0","params":{"accessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS Access Key ID"},"secretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS Secret Access Key"},"region":{"type":"string","required":true,"visibility":"user-only","description":"AWS region for Textract service (e.g., us-east-1)"},"processingMode":{"type":"string","required":false,"visibility":"user-only","description":"Document type: single-page or multi-page. Defaults to single-page."},"filePath":{"type":"string","required":false,"visibility":"user-only","description":"URL to a document to be processed (JPEG, PNG, or single-page PDF)."},"file":{"type":"file","required":false,"visibility":"hidden","description":"Document file to be processed (JPEG, PNG, or single-page PDF)."},"s3Uri":{"type":"string","required":false,"visibility":"user-only","description":"S3 URI for multi-page processing (s3://bucket/key)."},"featureTypes":{"type":"array","required":false,"visibility":"user-or-llm","description":"Feature types to detect: TABLES, FORMS, QUERIES, SIGNATURES, LAYOUT. If not specified, only text detection is performed.","items":{"type":"string","description":"Feature type"}},"queries":{"type":"array","required":false,"visibility":"user-or-llm","description":"Custom queries to extract specific information. Only used when featureTypes includes QUERIES.","items":{"type":"object","description":"Query configuration","properties":{"Text":{"type":"string","description":"The query text"},"Alias":{"type":"string","description":"Optional alias for the result"}}}}}},"textract_parser_v2":{"id":"textract_parser_v2","name":"AWS Textract Parser","description":"Parse documents using AWS Textract OCR and document analysis","version":"1.0.0","params":{"accessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS Access Key ID"},"secretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS Secret Access Key"},"region":{"type":"string","required":true,"visibility":"user-only","description":"AWS region for Textract service (e.g., us-east-1)"},"processingMode":{"type":"string","required":false,"visibility":"user-only","description":"Document type: single-page or multi-page. Defaults to single-page."},"file":{"type":"file","required":false,"visibility":"hidden","description":"Document to be processed (JPEG, PNG, or single-page PDF)."},"s3Uri":{"type":"string","required":false,"visibility":"user-only","description":"S3 URI for multi-page processing (s3://bucket/key)."},"featureTypes":{"type":"array","required":false,"visibility":"user-or-llm","description":"Feature types to detect: TABLES, FORMS, QUERIES, SIGNATURES, LAYOUT. If not specified, only text detection is performed.","items":{"type":"string","description":"Feature type"}},"queries":{"type":"array","required":false,"visibility":"user-or-llm","description":"Custom queries to extract specific information. Only used when featureTypes includes QUERIES.","items":{"type":"object","description":"Query configuration","properties":{"Text":{"type":"string","description":"The query text"},"Alias":{"type":"string","description":"Optional alias for the result"}}}}}},"thinking_tool":{"id":"thinking_tool","name":"Thinking Tool","description":"Processes a provided thought/instruction, making it available for subsequent steps.","version":"1.0.0","params":{"thought":{"type":"string","required":true,"visibility":"llm-only","description":"Your internal reasoning, analysis, or thought process. Use this to think through the problem step by step before responding."}}},"thrive_add_audience_managers":{"id":"thrive_add_audience_managers","name":"Thrive Add Audience Managers","description":"Add managers to a Thrive audience with their permissions.","version":"1.0.0","params":{"tenantId":{"type":"string","required":true,"visibility":"user-only","description":"Thrive Tenant ID (used as the Basic auth username)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Thrive API key (used as the Basic auth password)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Region-specific API host"},"audienceId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The audience id or audience reference"},"managers":{"type":"string","required":true,"visibility":"user-or-llm","description":"JSON array of manager objects (1-100). Each: {\\"reference\\":\\"user@example.com\\",\\"permissions\\":{\\"audienceManager\\":{\\"manageContent\\":true,\\"assignments\\":true},\\"peopleManager\\":{\\"canViewLearnPage\\":true,\\"insights\\":false,\\"manage\\":false},\\"administrator\\":{\\"canAddAudienceManagers\\":false}}}"}}},"thrive_add_audience_members":{"id":"thrive_add_audience_members","name":"Thrive Add Audience Members","description":"Add members to a Thrive audience by email, ref, or id.","version":"1.0.0","params":{"tenantId":{"type":"string","required":true,"visibility":"user-only","description":"Thrive Tenant ID (used as the Basic auth username)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Thrive API key (used as the Basic auth password)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Region-specific API host"},"audienceId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The audience id or audience reference"},"users":{"type":"string","required":true,"visibility":"user-or-llm","description":"JSON array of user emails/refs/ids to add (1-100). Example: [\\"user@example.com\\"]"}}},"thrive_add_user_tags":{"id":"thrive_add_user_tags","name":"Thrive Add User Tags","description":"Add one or more tags to a learner in Thrive.","version":"1.0.0","params":{"tenantId":{"type":"string","required":true,"visibility":"user-only","description":"Thrive Tenant ID (used as the Basic auth username)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Thrive API key (used as the Basic auth password)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Region-specific API host"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The learner ID"},"tags":{"type":"string","required":true,"visibility":"user-or-llm","description":"JSON array of tag names to add (1-100). Example: [\\"leadership\\"]"}}},"thrive_create_assignment":{"id":"thrive_create_assignment","name":"Thrive Create Assignment","description":"Create a compliance assignment in Thrive for an audience and content item.","version":"1.0.0","params":{"tenantId":{"type":"string","required":true,"visibility":"user-only","description":"Thrive Tenant ID (used as the Basic auth username)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Thrive API key (used as the Basic auth password)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Region-specific API host"},"audienceId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The audience ID"},"contentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The content ID for the primary content"},"alternativeContentIds":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON array of content IDs that can also complete the assignment"},"hideAlternativeContent":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to hide the alternative content"},"completionPeriod":{"type":"number","required":false,"visibility":"user-or-llm","description":"The number of days required to complete the assignment (default 30)"},"recurrence":{"type":"number","required":false,"visibility":"user-or-llm","description":"The number of days until the assignment will reoccur"}}},"thrive_create_audience":{"id":"thrive_create_audience","name":"Thrive Create Audience","description":"Create a new audience or structure in Thrive.","version":"1.0.0","params":{"tenantId":{"type":"string","required":true,"visibility":"user-only","description":"Thrive Tenant ID (used as the Basic auth username)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Thrive API key (used as the Basic auth password)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Region-specific API host"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"The name of the audience (max 100 characters)"},"reference":{"type":"string","required":false,"visibility":"user-or-llm","description":"The external reference for the audience (max 100 characters)"},"parentId":{"type":"string","required":false,"visibility":"user-or-llm","description":"The id or reference of the parent audience/structure; leave blank for a parent audience/structure"},"category":{"type":"string","required":false,"visibility":"user-or-llm","description":"The audience category: \'audience\' or \'structure\'"}}},"thrive_create_completion":{"id":"thrive_create_completion","name":"Thrive Create Completion","description":"Record a learning completion in Thrive for a user and content item.","version":"1.0.0","params":{"tenantId":{"type":"string","required":true,"visibility":"user-only","description":"Thrive Tenant ID (used as the Basic auth username)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Thrive API key (used as the Basic auth password)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Region-specific API host"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The user ID"},"contentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The content ID for the content completed"},"completedAt":{"type":"string","required":true,"visibility":"user-or-llm","description":"ISO8601 timestamp when the completion occurred"}}},"thrive_create_user":{"id":"thrive_create_user","name":"Thrive Create User","description":"Create a new user in Thrive.","version":"1.0.0","params":{"tenantId":{"type":"string","required":true,"visibility":"user-only","description":"Thrive Tenant ID (used as the Basic auth username)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Thrive API key (used as the Basic auth password)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Region-specific API host"},"ref":{"type":"string","required":true,"visibility":"user-or-llm","description":"Your organisation\'s unique identifier for this individual"},"firstName":{"type":"string","required":true,"visibility":"user-or-llm","description":"The given name of the individual"},"lastName":{"type":"string","required":true,"visibility":"user-or-llm","description":"The family name of the individual"},"email":{"type":"string","required":false,"visibility":"user-or-llm","description":"The email address for the user (required unless loginMethod is \'ref\')"},"loginMethod":{"type":"string","required":false,"visibility":"user-or-llm","description":"How the user logs in: \'email\' or \'ref\' (defaults to \'email\')"},"role":{"type":"string","required":false,"visibility":"user-or-llm","description":"Role assigned: \'administrator\', \'learneradmin\', or \'learner\' (defaults to \'learner\')"},"jobTitle":{"type":"string","required":false,"visibility":"user-or-llm","description":"Name of this individual\'s role in your organisation"},"managerRef":{"type":"string","required":false,"visibility":"user-or-llm","description":"Your organisation\'s unique identifier for this individual\'s line manager"},"startDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Date this individual started with your organisation (ISO 8601)"},"endDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Date this individual left your organisation (ISO 8601)"},"timeZone":{"type":"string","required":false,"visibility":"user-or-llm","description":"The user\'s preferred timezone (tenant default if omitted)"},"languageCode":{"type":"string","required":false,"visibility":"user-or-llm","description":"The user\'s preferred language (e.g. \'en-gb\')"},"sso":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the account is managed by an authentication provider"},"domain":{"type":"string","required":false,"visibility":"user-or-llm","description":"Domain this individual is associated with"},"additionalFields":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON object of custom field key-value pairs. Example: {\\"department\\":\\"Sales\\"}"}}},"thrive_delete_assignment":{"id":"thrive_delete_assignment","name":"Thrive Delete Assignment","description":"Delete a compliance assignment in Thrive.","version":"1.0.0","params":{"tenantId":{"type":"string","required":true,"visibility":"user-only","description":"Thrive Tenant ID (used as the Basic auth username)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Thrive API key (used as the Basic auth password)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Region-specific API host"},"assignmentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The assignment ID"},"audienceId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The audience ID"}}},"thrive_delete_audience":{"id":"thrive_delete_audience","name":"Thrive Delete Audience","description":"Delete an audience in Thrive (only if it has no child audiences).","version":"1.0.0","params":{"tenantId":{"type":"string","required":true,"visibility":"user-only","description":"Thrive Tenant ID (used as the Basic auth username)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Thrive API key (used as the Basic auth password)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Region-specific API host"},"audienceId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The audience id or audience reference"}}},"thrive_delete_user":{"id":"thrive_delete_user","name":"Thrive Delete User","description":"Permanently delete (obfuscate) a user in Thrive by ref while retaining training history.","version":"1.0.0","params":{"tenantId":{"type":"string","required":true,"visibility":"user-only","description":"Thrive Tenant ID (used as the Basic auth username)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Thrive API key (used as the Basic auth password)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Region-specific API host"},"ref":{"type":"string","required":true,"visibility":"user-or-llm","description":"The user ref to delete"}}},"thrive_get_activity":{"id":"thrive_get_activity","name":"Thrive Get Activity","description":"Get a single activity record in Thrive by its ID.","version":"1.0.0","params":{"tenantId":{"type":"string","required":true,"visibility":"user-only","description":"Thrive Tenant ID (used as the Basic auth username)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Thrive API key (used as the Basic auth password)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Region-specific API host"},"id":{"type":"string","required":true,"visibility":"user-or-llm","description":"Unique identifier of the activity"}}},"thrive_get_assignment":{"id":"thrive_get_assignment","name":"Thrive Get Assignment","description":"Get a single compliance assignment in Thrive by its ID.","version":"1.0.0","params":{"tenantId":{"type":"string","required":true,"visibility":"user-only","description":"Thrive Tenant ID (used as the Basic auth username)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Thrive API key (used as the Basic auth password)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Region-specific API host"},"assignmentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The assignment ID"}}},"thrive_get_audience":{"id":"thrive_get_audience","name":"Thrive Get Audience","description":"Get a single audience or structure in Thrive by id or reference.","version":"1.0.0","params":{"tenantId":{"type":"string","required":true,"visibility":"user-only","description":"Thrive Tenant ID (used as the Basic auth username)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Thrive API key (used as the Basic auth password)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Region-specific API host"},"audienceId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The audience id or audience reference"}}},"thrive_get_completion":{"id":"thrive_get_completion","name":"Thrive Get Completion","description":"Get a single learning completion record in Thrive by its ID.","version":"1.0.0","params":{"tenantId":{"type":"string","required":true,"visibility":"user-only","description":"Thrive Tenant ID (used as the Basic auth username)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Thrive API key (used as the Basic auth password)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Region-specific API host"},"id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The completion ID"}}},"thrive_get_content":{"id":"thrive_get_content","name":"Thrive Get Content","description":"Get a single content record in Thrive by its ID.","version":"1.0.0","params":{"tenantId":{"type":"string","required":true,"visibility":"user-only","description":"Thrive Tenant ID (used as the Basic auth username)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Thrive API key (used as the Basic auth password)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Region-specific API host"},"id":{"type":"string","required":true,"visibility":"user-or-llm","description":"Unique identifier of the content item"}}},"thrive_get_cpd_category":{"id":"thrive_get_cpd_category","name":"Thrive Get CPD Category","description":"Get a single CPD category in Thrive by its ID.","version":"1.0.0","params":{"tenantId":{"type":"string","required":true,"visibility":"user-only","description":"Thrive Tenant ID (used as the Basic auth username)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Thrive API key (used as the Basic auth password)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Region-specific API host"},"categoryId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The CPD category ID"}}},"thrive_get_cpd_entry":{"id":"thrive_get_cpd_entry","name":"Thrive Get CPD Entry","description":"Get a single CPD log entry in Thrive by its ID.","version":"1.0.0","params":{"tenantId":{"type":"string","required":true,"visibility":"user-only","description":"Thrive Tenant ID (used as the Basic auth username)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Thrive API key (used as the Basic auth password)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Region-specific API host"},"logEntryId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The CPD log entry ID"}}},"thrive_get_cpd_requirement":{"id":"thrive_get_cpd_requirement","name":"Thrive Get CPD Requirement","description":"Get a single CPD requirement summary in Thrive by its ID.","version":"1.0.0","params":{"tenantId":{"type":"string","required":true,"visibility":"user-only","description":"Thrive Tenant ID (used as the Basic auth username)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Thrive API key (used as the Basic auth password)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Region-specific API host"},"audienceRequirementId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The CPD requirement ID"}}},"thrive_get_enrolment":{"id":"thrive_get_enrolment","name":"Thrive Get Enrolment","description":"Get a single enrolment for a compliance assignment in Thrive.","version":"1.0.0","params":{"tenantId":{"type":"string","required":true,"visibility":"user-only","description":"Thrive Tenant ID (used as the Basic auth username)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Thrive API key (used as the Basic auth password)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Region-specific API host"},"assignmentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The assignment ID"},"enrolmentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The enrolment ID"}}},"thrive_get_skill_levels":{"id":"thrive_get_skill_levels","name":"Thrive Get Skill Levels","description":"Get the available skill levels configured in Thrive.","version":"1.0.0","params":{"tenantId":{"type":"string","required":true,"visibility":"user-only","description":"Thrive Tenant ID (used as the Basic auth username)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Thrive API key (used as the Basic auth password)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Region-specific API host"}}},"thrive_get_tag":{"id":"thrive_get_tag","name":"Thrive Get Tag","description":"Get a single tag in Thrive by its ID.","version":"1.0.0","params":{"tenantId":{"type":"string","required":true,"visibility":"user-only","description":"Thrive Tenant ID (used as the Basic auth username)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Thrive API key (used as the Basic auth password)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Region-specific API host"},"tagId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The tag ID"}}},"thrive_get_user_by_id":{"id":"thrive_get_user_by_id","name":"Thrive Get User by ID","description":"Get a single user in Thrive by their ID and return basic user information.","version":"1.0.0","params":{"tenantId":{"type":"string","required":true,"visibility":"user-only","description":"Thrive Tenant ID (used as the Basic auth username)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Thrive API key (used as the Basic auth password)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Region-specific API host"},"id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The user ID"}}},"thrive_get_user_by_ref":{"id":"thrive_get_user_by_ref","name":"Thrive Get User by Ref","description":"Get a single user in Thrive by their ref and return basic user information.","version":"1.0.0","params":{"tenantId":{"type":"string","required":true,"visibility":"user-only","description":"Thrive Tenant ID (used as the Basic auth username)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Thrive API key (used as the Basic auth password)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Region-specific API host"},"ref":{"type":"string","required":true,"visibility":"user-or-llm","description":"The user ref"}}},"thrive_list_assignments":{"id":"thrive_list_assignments","name":"Thrive List Assignments","description":"List compliance assignments in Thrive, optionally filtered by audience.","version":"1.0.0","params":{"tenantId":{"type":"string","required":true,"visibility":"user-only","description":"Thrive Tenant ID (used as the Basic auth username)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Thrive API key (used as the Basic auth password)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Region-specific API host"},"audienceId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by audience ID or audience reference"},"updatedSince":{"type":"string","required":false,"visibility":"user-or-llm","description":"Return only items updated on or after this date/time (ISO 8601)"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number for pagination (default 1)"},"perPage":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (1-100, default 100)"}}},"thrive_list_audience_managers":{"id":"thrive_list_audience_managers","name":"Thrive List Audience Managers","description":"List the managers of a Thrive audience.","version":"1.0.0","params":{"tenantId":{"type":"string","required":true,"visibility":"user-only","description":"Thrive Tenant ID (used as the Basic auth username)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Thrive API key (used as the Basic auth password)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Region-specific API host"},"audienceId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The audience id or audience reference"}}},"thrive_list_audience_members":{"id":"thrive_list_audience_members","name":"Thrive List Audience Members","description":"List the members of a Thrive audience with pagination.","version":"1.0.0","params":{"tenantId":{"type":"string","required":true,"visibility":"user-only","description":"Thrive Tenant ID (used as the Basic auth username)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Thrive API key (used as the Basic auth password)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Region-specific API host"},"audienceId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The audience id or audience reference"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number for pagination (default 1)"},"perPage":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (1-1000, default 100)"}}},"thrive_list_audiences":{"id":"thrive_list_audiences","name":"Thrive List Audiences","description":"List audiences and structures in Thrive with pagination.","version":"1.0.0","params":{"tenantId":{"type":"string","required":true,"visibility":"user-only","description":"Thrive Tenant ID (used as the Basic auth username)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Thrive API key (used as the Basic auth password)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Region-specific API host"},"apiControlled":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Filter to only return audiences which are / are not API controlled"},"updatedSince":{"type":"string","required":false,"visibility":"user-or-llm","description":"Return only audiences updated on or after this date/time (ISO 8601)"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number for pagination (default 1)"},"perPage":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (1-1000, default 100)"}}},"thrive_list_completions":{"id":"thrive_list_completions","name":"Thrive List Completions","description":"List learning completion records in Thrive, optionally filtered by user or content.","version":"1.0.0","params":{"tenantId":{"type":"string","required":true,"visibility":"user-only","description":"Thrive Tenant ID (used as the Basic auth username)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Thrive API key (used as the Basic auth password)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Region-specific API host"},"contentId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by content"},"isRPL":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Filter by completions imported via Recognition of Prior Learning (RPL)"},"userId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by user"},"completedDateRangeStart":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by completedDate (completedDate >= this date/date-time)"},"completedDateRangeEnd":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by completedDate (completedDate <= this date/date-time)"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number for pagination (default 1)"},"perPage":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (1-1000, default 1000)"}}},"thrive_list_enrolments":{"id":"thrive_list_enrolments","name":"Thrive List Enrolments","description":"List enrolments for a compliance assignment in Thrive.","version":"1.0.0","params":{"tenantId":{"type":"string","required":true,"visibility":"user-only","description":"Thrive Tenant ID (used as the Basic auth username)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Thrive API key (used as the Basic auth password)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Region-specific API host"},"assignmentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The assignment ID"},"updatedAtFrom":{"type":"string","required":false,"visibility":"user-or-llm","description":"Start date to filter enrolments from (ISO 8601)"},"updatedAtTo":{"type":"string","required":false,"visibility":"user-or-llm","description":"Date to filter enrolments up to (ISO 8601). Requires updatedAtFrom."},"status":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by enrolment status: archived, complete, open, overdue, scheduled, or unassigned"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number for pagination (default 1)"},"perPage":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (1-100, default 100)"}}},"thrive_list_tags":{"id":"thrive_list_tags","name":"Thrive List Tags","description":"List tags in Thrive and return tag information with pagination.","version":"1.0.0","params":{"tenantId":{"type":"string","required":true,"visibility":"user-only","description":"Thrive Tenant ID (used as the Basic auth username)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Thrive API key (used as the Basic auth password)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Region-specific API host"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number for pagination (default 1)"},"perPage":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (1-1000, default 100)"},"updatedSince":{"type":"string","required":false,"visibility":"user-or-llm","description":"Return only tags updated on or after this date/time (ISO 8601)"}}},"thrive_query_activities":{"id":"thrive_query_activities","name":"Thrive Query Activities","description":"Query activity records in Thrive with pagination and filtering options.","version":"1.0.0","params":{"tenantId":{"type":"string","required":true,"visibility":"user-only","description":"Thrive Tenant ID (used as the Basic auth username)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Thrive API key (used as the Basic auth password)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Region-specific API host"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number for pagination (default 1)"},"perPage":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (1-1000, default 20)"},"actions":{"type":"string","required":false,"visibility":"user-or-llm","description":"comma-separated activity types e.g. viewed,completed"},"omitActions":{"type":"string","required":false,"visibility":"user-or-llm","description":"comma-separated activity types e.g. viewed,completed"},"contentIds":{"type":"string","required":false,"visibility":"user-or-llm","description":"comma-separated content IDs"},"contentType":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by content type"},"timestampFrom":{"type":"string","required":false,"visibility":"user-or-llm","description":"format YYYY-MM-DD hh:mm:ss"},"timestampTo":{"type":"string","required":false,"visibility":"user-or-llm","description":"format YYYY-MM-DD hh:mm:ss"}}},"thrive_query_content":{"id":"thrive_query_content","name":"Thrive Query Content","description":"Query content records in Thrive with pagination and filtering options.","version":"1.0.0","params":{"tenantId":{"type":"string","required":true,"visibility":"user-only","description":"Thrive Tenant ID (used as the Basic auth username)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Thrive API key (used as the Basic auth password)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Region-specific API host"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number for pagination (default 1)"},"perPage":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (1-1000, default 20)"},"types":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated content types (article, assessment, broadcast, cmi5, elearning, event, file, pathway, question, quiz, scorm, url, video, mixed). If both set, omitTypes is ignored."},"omitTypes":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated content types (article, assessment, broadcast, cmi5, elearning, event, file, pathway, question, quiz, scorm, url, video, mixed). If both set, omitTypes is ignored."},"updatedSince":{"type":"string","required":false,"visibility":"user-or-llm","description":"Return only items updated on or after this date/time (ISO 8601)"}}},"thrive_query_cpd_categories":{"id":"thrive_query_cpd_categories","name":"Thrive Query CPD Categories","description":"Query CPD categories in Thrive and return results with pagination.","version":"1.0.0","params":{"tenantId":{"type":"string","required":true,"visibility":"user-only","description":"Thrive Tenant ID (used as the Basic auth username)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Thrive API key (used as the Basic auth password)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Region-specific API host"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number for pagination (default 1)"},"perPage":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (1-1000, default 100)"},"updatedSince":{"type":"string","required":false,"visibility":"user-or-llm","description":"Return only items updated on or after this date/time (ISO 8601)"}}},"thrive_query_cpd_entries":{"id":"thrive_query_cpd_entries","name":"Thrive Query CPD Entries","description":"Query CPD log entries in Thrive and return results with pagination.","version":"1.0.0","params":{"tenantId":{"type":"string","required":true,"visibility":"user-only","description":"Thrive Tenant ID (used as the Basic auth username)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Thrive API key (used as the Basic auth password)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Region-specific API host"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number for pagination (default 1)"},"perPage":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (1-1000, default 100)"},"entryDateFrom":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter entries after this date (format YYYY-MM-DD hh:mm:ss)"},"entryDateTo":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter entries before this date (format YYYY-MM-DD hh:mm:ss)"}}},"thrive_query_cpd_requirements":{"id":"thrive_query_cpd_requirements","name":"Thrive Query CPD Requirements","description":"Query CPD requirement summaries in Thrive and return results with pagination.","version":"1.0.0","params":{"tenantId":{"type":"string","required":true,"visibility":"user-only","description":"Thrive Tenant ID (used as the Basic auth username)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Thrive API key (used as the Basic auth password)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Region-specific API host"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number for pagination (default 1)"},"perPage":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (1-1000, default 100)"},"updatedSince":{"type":"string","required":false,"visibility":"user-or-llm","description":"Return only items updated on or after this date/time (ISO 8601)"}}},"thrive_query_cpd_user_summaries":{"id":"thrive_query_cpd_user_summaries","name":"Thrive Query CPD User Summaries","description":"Query CPD user log summaries in Thrive and return results with pagination.","version":"1.0.0","params":{"tenantId":{"type":"string","required":true,"visibility":"user-only","description":"Thrive Tenant ID (used as the Basic auth username)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Thrive API key (used as the Basic auth password)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Region-specific API host"},"entryDateFrom":{"type":"string","required":true,"visibility":"user-or-llm","description":"Filter entries after this date (format YYYY-MM-DDThh:mm:ss)"},"entryDateTo":{"type":"string","required":true,"visibility":"user-or-llm","description":"Filter entries before this date (format YYYY-MM-DDThh:mm:ss)"},"userIds":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated user IDs to filter by"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number for pagination (default 1)"},"perPage":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (1-1000, default 100)"}}},"thrive_remove_audience_manager":{"id":"thrive_remove_audience_manager","name":"Thrive Remove Audience Manager","description":"Remove a single manager from a Thrive audience.","version":"1.0.0","params":{"tenantId":{"type":"string","required":true,"visibility":"user-only","description":"Thrive Tenant ID (used as the Basic auth username)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Thrive API key (used as the Basic auth password)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Region-specific API host"},"audienceId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The audience id or audience reference"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The user email, ref, or id to remove as a manager"}}},"thrive_remove_audience_member":{"id":"thrive_remove_audience_member","name":"Thrive Remove Audience Member","description":"Remove a single member from a Thrive audience.","version":"1.0.0","params":{"tenantId":{"type":"string","required":true,"visibility":"user-only","description":"Thrive Tenant ID (used as the Basic auth username)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Thrive API key (used as the Basic auth password)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Region-specific API host"},"audienceId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The audience id or audience reference"},"userRef":{"type":"string","required":true,"visibility":"user-or-llm","description":"The user email, ref, or id to remove"}}},"thrive_remove_user_tags":{"id":"thrive_remove_user_tags","name":"Thrive Remove User Tags","description":"Remove one or more tags from a learner in Thrive.","version":"1.0.0","params":{"tenantId":{"type":"string","required":true,"visibility":"user-only","description":"Thrive Tenant ID (used as the Basic auth username)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Thrive API key (used as the Basic auth password)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Region-specific API host"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The learner ID"},"tags":{"type":"string","required":true,"visibility":"user-or-llm","description":"JSON array of tag names to remove (1-100). Example: [\\"leadership\\"]"}}},"thrive_replace_audience_managers":{"id":"thrive_replace_audience_managers","name":"Thrive Replace Audience Managers","description":"Replace a Thrive audience\'s entire manager list with the given managers (does not support an empty array).","version":"1.0.0","params":{"tenantId":{"type":"string","required":true,"visibility":"user-only","description":"Thrive Tenant ID (used as the Basic auth username)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Thrive API key (used as the Basic auth password)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Region-specific API host"},"audienceId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The audience id or audience reference"},"managers":{"type":"string","required":true,"visibility":"user-or-llm","description":"JSON array of manager objects that replaces the whole manager list (1-100, no empty array). Each: {\\"reference\\":\\"user@example.com\\",\\"permissions\\":{\\"audienceManager\\":{\\"manageContent\\":true,\\"assignments\\":true},\\"peopleManager\\":{\\"canViewLearnPage\\":true,\\"insights\\":false,\\"manage\\":false},\\"administrator\\":{\\"canAddAudienceManagers\\":false}}}"}}},"thrive_replace_audience_members":{"id":"thrive_replace_audience_members","name":"Thrive Replace Audience Members","description":"Replace a Thrive audience\'s entire members list with the given users (does not support an empty array).","version":"1.0.0","params":{"tenantId":{"type":"string","required":true,"visibility":"user-only","description":"Thrive Tenant ID (used as the Basic auth username)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Thrive API key (used as the Basic auth password)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Region-specific API host"},"audienceId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The audience id or audience reference"},"users":{"type":"string","required":true,"visibility":"user-or-llm","description":"JSON array of user emails/refs/ids that replaces the whole members list (1-100, no empty array). Example: [\\"user@example.com\\"]"}}},"thrive_search_users":{"id":"thrive_search_users","name":"Thrive Search Users","description":"Search users in Thrive and return basic user information with pagination.","version":"1.0.0","params":{"tenantId":{"type":"string","required":true,"visibility":"user-only","description":"Thrive Tenant ID (used as the Basic auth username)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Thrive API key (used as the Basic auth password)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Region-specific API host"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number for pagination (default 1)"},"perPage":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (1-1000, default 100)"},"updatedSince":{"type":"string","required":false,"visibility":"user-or-llm","description":"Return only users updated on or after this date/time (ISO 8601)"},"statuses":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated statuses to include: active, inactive, expired, new"},"omitStatuses":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated statuses to exclude: active, inactive, expired, new"},"status":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by a single status: active, inactive, expired, or new"}}},"thrive_suspend_user":{"id":"thrive_suspend_user","name":"Thrive Suspend User","description":"Suspend a user in Thrive by ref, marking the account inactive.","version":"1.0.0","params":{"tenantId":{"type":"string","required":true,"visibility":"user-only","description":"Thrive Tenant ID (used as the Basic auth username)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Thrive API key (used as the Basic auth password)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Region-specific API host"},"ref":{"type":"string","required":true,"visibility":"user-or-llm","description":"The user ref to suspend"},"endDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"The date this individual left your organisation (ISO 8601)"}}},"thrive_update_assignment":{"id":"thrive_update_assignment","name":"Thrive Update Assignment","description":"Update a compliance assignment in Thrive.","version":"1.0.0","params":{"tenantId":{"type":"string","required":true,"visibility":"user-only","description":"Thrive Tenant ID (used as the Basic auth username)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Thrive API key (used as the Basic auth password)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Region-specific API host"},"assignmentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The assignment ID"},"audienceId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The audience ID"},"contentId":{"type":"string","required":false,"visibility":"user-or-llm","description":"The content ID for the primary content"},"completionPeriod":{"type":"number","required":false,"visibility":"user-or-llm","description":"The number of days required to complete the assignment"},"recurrence":{"type":"number","required":false,"visibility":"user-or-llm","description":"The number of days until the assignment will reoccur"},"alternativeContentIds":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON array of content IDs that can also complete the assignment"}}},"thrive_update_audience":{"id":"thrive_update_audience","name":"Thrive Update Audience","description":"Update an audience in Thrive, optionally moving it to a new parent.","version":"1.0.0","params":{"tenantId":{"type":"string","required":true,"visibility":"user-only","description":"Thrive Tenant ID (used as the Basic auth username)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Thrive API key (used as the Basic auth password)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Region-specific API host"},"audienceId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The audience id or audience reference"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"The name of the audience (max 100 characters)"},"reference":{"type":"string","required":false,"visibility":"user-or-llm","description":"The external reference for the audience (max 100 characters)"},"parentId":{"type":"string","required":false,"visibility":"user-or-llm","description":"The id of the parent audience/structure to move the audience to"}}},"thrive_update_user":{"id":"thrive_update_user","name":"Thrive Update User","description":"Update an existing user in Thrive by ref. Only the fields provided are changed.","version":"1.0.0","params":{"tenantId":{"type":"string","required":true,"visibility":"user-only","description":"Thrive Tenant ID (used as the Basic auth username)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Thrive API key (used as the Basic auth password)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Region-specific API host"},"ref":{"type":"string","required":true,"visibility":"user-or-llm","description":"The user ref to update"},"firstName":{"type":"string","required":false,"visibility":"user-or-llm","description":"The given name of the individual"},"lastName":{"type":"string","required":false,"visibility":"user-or-llm","description":"The family name of the individual"},"email":{"type":"string","required":false,"visibility":"user-or-llm","description":"The email address for the user"},"loginMethod":{"type":"string","required":false,"visibility":"user-or-llm","description":"How the user logs in: \'email\' or \'ref\'"},"role":{"type":"string","required":false,"visibility":"user-or-llm","description":"Role assigned: \'administrator\', \'learneradmin\', or \'learner\'"},"jobTitle":{"type":"string","required":false,"visibility":"user-or-llm","description":"Name of this individual\'s role in your organisation"},"managerRef":{"type":"string","required":false,"visibility":"user-or-llm","description":"Your organisation\'s unique identifier for this individual\'s line manager"},"startDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Date this individual started with your organisation (ISO 8601)"},"endDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Date this individual left your organisation (ISO 8601)"},"timeZone":{"type":"string","required":false,"visibility":"user-or-llm","description":"The user\'s preferred timezone"},"languageCode":{"type":"string","required":false,"visibility":"user-or-llm","description":"The user\'s preferred language (e.g. \'en-gb\')"},"sso":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the account is managed by an authentication provider"},"domain":{"type":"string","required":false,"visibility":"user-or-llm","description":"Domain this individual is associated with"},"additionalFields":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON object of custom field key-value pairs. Example: {\\"department\\":\\"Sales\\"}"}}},"thrive_update_user_skills":{"id":"thrive_update_user_skills","name":"Thrive Update User Skills","description":"Update skills and levels for a learner in Thrive.","version":"1.0.0","params":{"tenantId":{"type":"string","required":true,"visibility":"user-only","description":"Thrive Tenant ID (used as the Basic auth username)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Thrive API key (used as the Basic auth password)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Region-specific API host"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The learner ID"},"skills":{"type":"string","required":true,"visibility":"user-or-llm","description":"JSON array of skill objects (1-100). Each: {\\"tagName\\":\\"leadership\\",\\"level\\":1,\\"targetLevel\\":3}. level/targetLevel optional (min -1)."}}},"tiktok_get_post_status":{"id":"tiktok_get_post_status","name":"TikTok Get Post Status","description":"Check the status of a video draft upload. Use the publishId returned from Upload Video Draft to track progress.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"TikTok OAuth access token"},"publishId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The publish ID returned from a post/upload tool."}},"oauth":{"required":true,"provider":"tiktok","requiredScopes":["video.upload"]}},"tiktok_get_user":{"id":"tiktok_get_user","name":"TikTok Get User","description":"Get the authenticated TikTok user profile information including display name, avatar, bio, follower count, and video statistics.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"TikTok OAuth access token"},"fields":{"type":"string","required":false,"visibility":"user-or-llm","default":"open_id,union_id,avatar_url,avatar_large_url,display_name,bio_description,profile_deep_link,is_verified,username,follower_count,following_count,likes_count,video_count","description":"Comma-separated allowlisted fields to return. open_id and display_name are always included. Available: open_id, union_id, avatar_url, avatar_large_url, display_name, bio_description, profile_deep_link, is_verified, username, follower_count, following_count, likes_count, video_count. Include avatar_url or avatar_large_url to receive avatarFile."}},"oauth":{"required":true,"provider":"tiktok","requiredScopes":["user.info.basic","user.info.profile","user.info.stats"]}},"tiktok_list_videos":{"id":"tiktok_list_videos","name":"TikTok List Videos","description":"Get a list of the authenticated user\'s TikTok videos with cover images, titles, and metadata. Supports pagination.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"TikTok OAuth access token"},"maxCount":{"type":"number","required":false,"visibility":"user-or-llm","default":10,"description":"Maximum number of videos to return (1-20)"},"cursor":{"type":"number","required":false,"visibility":"user-or-llm","description":"Cursor for pagination (from previous response)"}},"oauth":{"required":true,"provider":"tiktok","requiredScopes":["video.list"]}},"tiktok_query_videos":{"id":"tiktok_query_videos","name":"TikTok Query Videos","description":"Query specific TikTok videos by their IDs to get fresh metadata including cover images, embed links, and video details.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"TikTok OAuth access token"},"videoIds":{"type":"array","required":true,"visibility":"user-or-llm","description":"Array of video IDs to query (maximum 20)","items":{"type":"string","description":"TikTok video ID"}}},"oauth":{"required":true,"provider":"tiktok","requiredScopes":["video.list"]}},"tiktok_upload_video_draft":{"id":"tiktok_upload_video_draft","name":"TikTok Upload Video Draft","description":"Send an uploaded video to the authenticated user\'s TikTok inbox for manual editing and posting. The user must open TikTok and tap the inbox notification to complete the post. Rate limit: 6 requests per minute per user.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"TikTok OAuth access token"},"file":{"type":"file","required":true,"visibility":"user-only","description":"Video file to upload from the workflow. Maximum size: 250 MB."}},"oauth":{"required":true,"provider":"tiktok","requiredScopes":["video.upload"]}},"tinybird_append_datasource":{"id":"tinybird_append_datasource","name":"Tinybird Append Data Source","description":"Append data to a Tinybird Data Source from a remote file URL (CSV, NDJSON, Parquet).","version":"1.0.0","params":{"base_url":{"type":"string","required":true,"visibility":"user-only","description":"Tinybird API base URL (e.g., https://api.tinybird.co)"},"datasource":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name of the existing Data Source to append to. Example: \\"events_raw\\""},"url":{"type":"string","required":true,"visibility":"user-or-llm","description":"Publicly accessible URL of the file to append. Example: \\"https://example.com/data.csv\\""},"format":{"type":"string","required":false,"visibility":"user-only","description":"Format of the source file: \\"csv\\" (default), \\"ndjson\\", or \\"parquet\\""},"token":{"type":"string","required":true,"visibility":"user-only","description":"Tinybird API Token with DATASOURCES:APPEND or DATASOURCES:CREATE scope"}}},"tinybird_delete_datasource_rows":{"id":"tinybird_delete_datasource_rows","name":"Tinybird Delete Data Source Rows","description":"Delete rows from a Tinybird Data Source matching a SQL condition.","version":"1.0.0","params":{"base_url":{"type":"string","required":true,"visibility":"user-only","description":"Tinybird API base URL (e.g., https://api.tinybird.co)"},"datasource":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name of the Data Source to delete rows from. Example: \\"events_raw\\""},"delete_condition":{"type":"string","required":true,"visibility":"user-or-llm","description":"SQL WHERE-clause condition selecting the rows to delete. Example: \\"country = \'ES\'\\" or \\"event_date < \'2024-01-01\'\\""},"dry_run":{"type":"boolean","required":false,"visibility":"user-only","description":"When true, returns how many rows would be deleted without deleting them. Defaults to false."},"token":{"type":"string","required":true,"visibility":"user-only","description":"Tinybird API Token with DATASOURCES:CREATE scope"}}},"tinybird_events":{"id":"tinybird_events","name":"Tinybird Events","description":"Send events to a Tinybird Data Source using the Events API. 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Defaults to UTC"},"externalId":{"type":"string","required":false,"visibility":"user-or-llm","description":"External identifier to associate with the schedule (e.g., a user ID)"},"deduplicationKey":{"type":"string","required":true,"visibility":"user-or-llm","description":"Key that prevents duplicate schedules; creating again with the same key updates the existing schedule"}}},"trigger_dev_create_waitpoint_token":{"id":"trigger_dev_create_waitpoint_token","name":"Trigger.dev Create Waitpoint Token","description":"Create a Trigger.dev waitpoint token that a task can wait on until it is completed from outside (e.g., a human approval).","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Trigger.dev secret API key (starts with tr_)"},"timeout":{"type":"string","required":false,"visibility":"user-or-llm","description":"How long before the token times out, as a duration (\\"30s\\", \\"1m\\", \\"2h\\", \\"3d\\") or an ISO 8601 date"},"idempotencyKey":{"type":"string","required":false,"visibility":"user-or-llm","description":"Idempotency key; passing the same key before it expires returns the original token"},"idempotencyKeyTTL":{"type":"string","required":false,"visibility":"user-or-llm","description":"How long the idempotency key is valid, as a duration (\\"30s\\", \\"1m\\", \\"2h\\", \\"3d\\")"},"tags":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated tags to attach to the waitpoint (max 10, each under 128 characters)"}}},"trigger_dev_deactivate_schedule":{"id":"trigger_dev_deactivate_schedule","name":"Trigger.dev Deactivate Schedule","description":"Deactivate an imperative Trigger.dev schedule so it stops triggering its task.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Trigger.dev secret API key (starts with tr_)"},"scheduleId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the schedule to deactivate (starts with sched_)"}}},"trigger_dev_delete_env_var":{"id":"trigger_dev_delete_env_var","name":"Trigger.dev Delete Env Var","description":"Delete an environment variable from a Trigger.dev project environment.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Trigger.dev secret API key (starts with tr_)"},"projectRef":{"type":"string","required":true,"visibility":"user-or-llm","description":"External ref of the project, from the project settings (starts with proj_)"},"environment":{"type":"string","required":true,"visibility":"user-or-llm","description":"Environment the variable belongs to: dev, staging, or prod"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name of the environment variable to delete (e.g., \\"SLACK_API_KEY\\")"}}},"trigger_dev_delete_schedule":{"id":"trigger_dev_delete_schedule","name":"Trigger.dev Delete Schedule","description":"Delete an imperative Trigger.dev schedule by its ID.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Trigger.dev secret API key (starts with tr_)"},"scheduleId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the schedule to delete (starts with sched_)"}}},"trigger_dev_execute_query":{"id":"trigger_dev_execute_query","name":"Trigger.dev Execute Query","description":"Execute a TRQL (SQL-like) query against Trigger.dev run data for reporting and analytics.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Trigger.dev secret API key (starts with tr_)"},"query":{"type":"string","required":true,"visibility":"user-or-llm","description":"TRQL query to execute (e.g., \\"SELECT run_id, status, triggered_at FROM runs WHERE status = \'Failed\' LIMIT 10\\")"},"scope":{"type":"string","required":false,"visibility":"user-or-llm","description":"Scope of data to query: environment (default), project, or organization"},"period":{"type":"string","required":false,"visibility":"user-or-llm","description":"Time period shorthand (e.g., \\"1h\\", \\"7d\\", \\"30d\\"). Cannot be combined with from/to"},"from":{"type":"string","required":false,"visibility":"user-or-llm","description":"Start of the time range as an ISO 8601 timestamp. Must be used with \\"to\\""},"to":{"type":"string","required":false,"visibility":"user-or-llm","description":"End of the time range as an ISO 8601 timestamp. Must be used with \\"from\\""},"format":{"type":"string","required":false,"visibility":"user-or-llm","description":"Response format: \\"json\\" (default) for structured rows or \\"csv\\" for a CSV string"}}},"trigger_dev_get_batch":{"id":"trigger_dev_get_batch","name":"Trigger.dev Get Batch","description":"Retrieve a Trigger.dev batch by its ID, including its status, run IDs, and success and failure counts.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Trigger.dev secret API key (starts with tr_)"},"batchId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the batch to retrieve (starts with batch_)"}}},"trigger_dev_get_batch_results":{"id":"trigger_dev_get_batch_results","name":"Trigger.dev Get Batch Results","description":"Retrieve the execution results of every run in a Trigger.dev batch, including outputs and error details.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Trigger.dev secret API key (starts with tr_)"},"batchId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the batch to retrieve results for (starts with batch_)"}}},"trigger_dev_get_deployment":{"id":"trigger_dev_get_deployment","name":"Trigger.dev Get Deployment","description":"Retrieve a Trigger.dev deployment by its ID, including its status, version, and registered tasks.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Trigger.dev secret API key (starts with tr_)"},"deploymentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the deployment to retrieve"}}},"trigger_dev_get_env_var":{"id":"trigger_dev_get_env_var","name":"Trigger.dev Get Env Var","description":"Retrieve an environment variable from a Trigger.dev project environment. The value is returned in plaintext and will appear in workflow outputs and run history.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Trigger.dev secret API key (starts with tr_)"},"projectRef":{"type":"string","required":true,"visibility":"user-or-llm","description":"External ref of the project, from the project settings (starts with proj_)"},"environment":{"type":"string","required":true,"visibility":"user-or-llm","description":"Environment to read the variable from: dev, staging, or prod"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name of the environment variable (e.g., \\"SLACK_API_KEY\\")"}}},"trigger_dev_get_latest_deployment":{"id":"trigger_dev_get_latest_deployment","name":"Trigger.dev Get Latest Deployment","description":"Retrieve the latest Trigger.dev deployment in the environment of the API key.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Trigger.dev secret API key (starts with tr_)"}}},"trigger_dev_get_query_schema":{"id":"trigger_dev_get_query_schema","name":"Trigger.dev Get Query Schema","description":"Retrieve the TRQL query schema: the tables and columns available for Execute Query, with types and allowed values.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Trigger.dev secret API key (starts with tr_)"}}},"trigger_dev_get_queue":{"id":"trigger_dev_get_queue","name":"Trigger.dev Get Queue","description":"Retrieve a Trigger.dev queue by ID, task identifier, or custom queue name, including its running and queued counts.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Trigger.dev secret API key (starts with tr_)"},"queueName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Queue ID (starts with queue_), task identifier, or custom queue name, depending on the queue type"},"queueType":{"type":"string","required":false,"visibility":"user-or-llm","description":"How to interpret the queue name: \\"id\\" (default) for a queue ID, \\"task\\" for a task identifier, or \\"custom\\" for a custom queue name"}}},"trigger_dev_get_run":{"id":"trigger_dev_get_run","name":"Trigger.dev Get Run","description":"Retrieve a Trigger.dev run by its ID, including status, payload, output, attempts, and timing details.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Trigger.dev secret API key (starts with tr_)"},"runId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the run to retrieve (starts with run_)"}}},"trigger_dev_get_run_events":{"id":"trigger_dev_get_run_events","name":"Trigger.dev Get Run Events","description":"Retrieve the log and span events of a Trigger.dev run, including messages, levels, durations, and error events.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Trigger.dev secret API key (starts with tr_)"},"runId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the run to retrieve events for (starts with run_)"}}},"trigger_dev_get_run_result":{"id":"trigger_dev_get_run_result","name":"Trigger.dev Get Run Result","description":"Retrieve the result of a Trigger.dev run: whether it succeeded, its output, and error details. Lighter than Get Run when only the outcome is needed.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Trigger.dev secret API key (starts with tr_)"},"runId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the run to retrieve the result for (starts with run_)"}}},"trigger_dev_get_run_trace":{"id":"trigger_dev_get_run_trace","name":"Trigger.dev Get Run Trace","description":"Retrieve the OpenTelemetry trace of a Trigger.dev run as a tree of spans with timing, errors, and nested children.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Trigger.dev secret API key (starts with tr_)"},"runId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the run to retrieve the trace for (starts with run_)"}}},"trigger_dev_get_schedule":{"id":"trigger_dev_get_schedule","name":"Trigger.dev Get Schedule","description":"Retrieve a Trigger.dev schedule by its ID.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Trigger.dev secret API key (starts with tr_)"},"scheduleId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the schedule to retrieve (starts with sched_)"}}},"trigger_dev_get_waitpoint_token":{"id":"trigger_dev_get_waitpoint_token","name":"Trigger.dev Get Waitpoint Token","description":"Retrieve a Trigger.dev waitpoint token by its ID, including its status, timeout, and completion data.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Trigger.dev secret API key (starts with tr_)"},"waitpointId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the waitpoint token to retrieve (starts with waitpoint_)"}}},"trigger_dev_import_env_vars":{"id":"trigger_dev_import_env_vars","name":"Trigger.dev Import Env Vars","description":"Upload multiple environment variables to a Trigger.dev project environment in one request.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Trigger.dev secret API key (starts with tr_)"},"projectRef":{"type":"string","required":true,"visibility":"user-or-llm","description":"External ref of the project, from the project settings (starts with proj_)"},"environment":{"type":"string","required":true,"visibility":"user-or-llm","description":"Environment to upload the variables to: dev, staging, or prod"},"variables":{"type":"json","required":true,"visibility":"user-only","description":"JSON array of environment variables to upload. Example: [{\\"name\\": \\"SLACK_API_KEY\\", \\"value\\": \\"slack_123\\"}]"},"override":{"type":"string","required":false,"visibility":"user-or-llm","description":"Whether to override existing variables: \\"true\\" or \\"false\\" (default false)"}}},"trigger_dev_list_deployments":{"id":"trigger_dev_list_deployments","name":"Trigger.dev List Deployments","description":"List Trigger.dev deployments in the environment of the API key, with optional status and creation-time filters.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Trigger.dev secret API key (starts with tr_)"},"status":{"type":"string","required":false,"visibility":"user-or-llm","description":"Deployment status to filter by: PENDING, BUILDING, DEPLOYING, DEPLOYED, FAILED, CANCELED, or TIMED_OUT"},"period":{"type":"string","required":false,"visibility":"user-or-llm","description":"Only return deployments created in the given period (e.g., \\"1h\\", \\"7d\\")"},"from":{"type":"string","required":false,"visibility":"user-or-llm","description":"Only return deployments created on or after this ISO 8601 timestamp"},"to":{"type":"string","required":false,"visibility":"user-or-llm","description":"Only return deployments created on or before this ISO 8601 timestamp"},"pageSize":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of deployments per page (5 to 100, default 20)"},"pageAfter":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor to start the page after, from the previous response pagination"}}},"trigger_dev_list_env_vars":{"id":"trigger_dev_list_env_vars","name":"Trigger.dev List Env Vars","description":"List the environment variables of a Trigger.dev project environment. Values are returned in plaintext and will appear in workflow outputs and run history — scope this operation carefully.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Trigger.dev secret API key (starts with tr_)"},"projectRef":{"type":"string","required":true,"visibility":"user-or-llm","description":"External ref of the project, from the project settings (starts with proj_)"},"environment":{"type":"string","required":true,"visibility":"user-or-llm","description":"Environment to list variables for: dev, staging, or prod"}}},"trigger_dev_list_queues":{"id":"trigger_dev_list_queues","name":"Trigger.dev List Queues","description":"List the queues in the environment of the API key, including running and queued counts, with page-based pagination.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Trigger.dev secret API key (starts with tr_)"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number to return (default 1)"},"perPage":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of queues per page"}}},"trigger_dev_list_runs":{"id":"trigger_dev_list_runs","name":"Trigger.dev List Runs","description":"List Trigger.dev runs in the environment of the API key, with optional filters for status, task, version, tags, schedule, and creation time.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Trigger.dev secret API key (starts with tr_)"},"status":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated run statuses to filter by: PENDING_VERSION, DELAYED, QUEUED, EXECUTING, REATTEMPTING, FROZEN, COMPLETED, CANCELED, FAILED, CRASHED, INTERRUPTED, SYSTEM_FAILURE"},"taskIdentifier":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated task identifiers to filter by"},"version":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated worker versions to filter by (e.g., \\"20240101.1\\")"},"tag":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated tags to filter by"},"schedule":{"type":"string","required":false,"visibility":"user-or-llm","description":"Schedule ID to filter by (starts with sched_)"},"isTest":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by test runs: \\"true\\" for only test runs, \\"false\\" to exclude them"},"period":{"type":"string","required":false,"visibility":"user-or-llm","description":"Only return runs created in the given period (e.g., \\"1h\\", \\"7d\\")"},"from":{"type":"string","required":false,"visibility":"user-or-llm","description":"Only return runs created on or after this ISO 8601 timestamp"},"to":{"type":"string","required":false,"visibility":"user-or-llm","description":"Only return runs created on or before this ISO 8601 timestamp"},"pageSize":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of runs per page (max 100, default 25)"},"pageAfter":{"type":"string","required":false,"visibility":"user-or-llm","description":"Run ID to start the page after, for forward pagination"},"pageBefore":{"type":"string","required":false,"visibility":"user-or-llm","description":"Run ID to start the page before, for backward pagination"}}},"trigger_dev_list_schedules":{"id":"trigger_dev_list_schedules","name":"Trigger.dev List Schedules","description":"List Trigger.dev schedules in the project, with page-based pagination.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Trigger.dev secret API key (starts with tr_)"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number to return (default 1)"},"perPage":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of schedules per page"}}},"trigger_dev_list_timezones":{"id":"trigger_dev_list_timezones","name":"Trigger.dev List Timezones","description":"List the IANA timezones supported by Trigger.dev schedules, for use as the timezone of a cron schedule.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Trigger.dev secret API key (starts with tr_)"},"excludeUtc":{"type":"string","required":false,"visibility":"user-or-llm","description":"Set to \\"true\\" to exclude UTC from the returned timezones"}}},"trigger_dev_list_waitpoint_tokens":{"id":"trigger_dev_list_waitpoint_tokens","name":"Trigger.dev List Waitpoint Tokens","description":"List Trigger.dev waitpoint tokens in the environment of the API key, with optional status, tag, and creation-time filters.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Trigger.dev secret API key (starts with tr_)"},"status":{"type":"string","required":false,"visibility":"user-or-llm","description":"Waitpoint status to filter by: WAITING, COMPLETED, or TIMED_OUT"},"idempotencyKey":{"type":"string","required":false,"visibility":"user-or-llm","description":"Idempotency key to filter by"},"tags":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated tags to filter by"},"period":{"type":"string","required":false,"visibility":"user-or-llm","description":"Only return tokens created in the given period (e.g., \\"1h\\", \\"7d\\")"},"from":{"type":"string","required":false,"visibility":"user-or-llm","description":"Only return tokens created on or after this ISO 8601 timestamp"},"to":{"type":"string","required":false,"visibility":"user-or-llm","description":"Only return tokens created on or before this ISO 8601 timestamp"},"pageSize":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of tokens per page (max 100)"},"pageAfter":{"type":"string","required":false,"visibility":"user-or-llm","description":"Waitpoint ID to start the page after, for forward pagination"},"pageBefore":{"type":"string","required":false,"visibility":"user-or-llm","description":"Waitpoint ID to start the page before, for backward pagination"}}},"trigger_dev_override_queue_concurrency":{"id":"trigger_dev_override_queue_concurrency","name":"Trigger.dev Override Queue Concurrency","description":"Override the concurrency limit of a Trigger.dev queue with a new value.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Trigger.dev secret API key (starts with tr_)"},"queueName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Queue ID (starts with queue_), task identifier, or custom queue name, depending on the queue type"},"queueType":{"type":"string","required":false,"visibility":"user-or-llm","description":"How to interpret the queue name: \\"id\\" (default) for a queue ID, \\"task\\" for a task identifier, or \\"custom\\" for a custom queue name"},"concurrencyLimit":{"type":"number","required":true,"visibility":"user-or-llm","description":"New concurrency limit for the queue (0 to 100000)"}}},"trigger_dev_pause_queue":{"id":"trigger_dev_pause_queue","name":"Trigger.dev Pause Queue","description":"Pause a Trigger.dev queue so no new runs start. Runs that are currently executing continue to completion.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Trigger.dev secret API key (starts with tr_)"},"queueName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Queue ID (starts with queue_), task identifier, or custom queue name, depending on the queue type"},"queueType":{"type":"string","required":false,"visibility":"user-or-llm","description":"How to interpret the queue name: \\"id\\" (default) for a queue ID, \\"task\\" for a task identifier, or \\"custom\\" for a custom queue name"}}},"trigger_dev_promote_deployment":{"id":"trigger_dev_promote_deployment","name":"Trigger.dev Promote Deployment","description":"Promote a Trigger.dev deployment version so new runs execute on it (e.g., to roll back to a previous version).","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Trigger.dev secret API key (starts with tr_)"},"version":{"type":"string","required":true,"visibility":"user-or-llm","description":"Deployment version to promote (e.g., \\"20250228.1\\")"}}},"trigger_dev_replay_run":{"id":"trigger_dev_replay_run","name":"Trigger.dev Replay Run","description":"Replay a Trigger.dev run, creating a new run with the same payload and options as the original.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Trigger.dev secret API key (starts with tr_)"},"runId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the run to replay (starts with run_)"}}},"trigger_dev_reschedule_run":{"id":"trigger_dev_reschedule_run","name":"Trigger.dev Reschedule Run","description":"Reschedule a delayed Trigger.dev run with a new delay. Only valid while the run is in the DELAYED state.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Trigger.dev secret API key (starts with tr_)"},"runId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the delayed run to reschedule (starts with run_)"},"delay":{"type":"string","required":true,"visibility":"user-or-llm","description":"New delay for the run, as a duration (\\"30m\\", \\"1h\\", \\"2d\\") or an ISO 8601 date to delay until"}}},"trigger_dev_reset_queue_concurrency":{"id":"trigger_dev_reset_queue_concurrency","name":"Trigger.dev Reset Queue Concurrency","description":"Reset the concurrency limit of a Trigger.dev queue back to its base value, removing any override.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Trigger.dev secret API key (starts with tr_)"},"queueName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Queue ID (starts with queue_), task identifier, or custom queue name, depending on the queue type"},"queueType":{"type":"string","required":false,"visibility":"user-or-llm","description":"How to interpret the queue name: \\"id\\" (default) for a queue ID, \\"task\\" for a task identifier, or \\"custom\\" for a custom queue name"}}},"trigger_dev_resume_queue":{"id":"trigger_dev_resume_queue","name":"Trigger.dev Resume Queue","description":"Resume a paused Trigger.dev queue so new runs can start again.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Trigger.dev secret API key (starts with tr_)"},"queueName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Queue ID (starts with queue_), task identifier, or custom queue name, depending on the queue type"},"queueType":{"type":"string","required":false,"visibility":"user-or-llm","description":"How to interpret the queue name: \\"id\\" (default) for a queue ID, \\"task\\" for a task identifier, or \\"custom\\" for a custom queue name"}}},"trigger_dev_trigger_task":{"id":"trigger_dev_trigger_task","name":"Trigger.dev Trigger Task","description":"Trigger a Trigger.dev task by its identifier with an optional JSON payload. Returns the ID of the created run.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Trigger.dev secret API key (starts with tr_)"},"taskIdentifier":{"type":"string","required":true,"visibility":"user-or-llm","description":"Identifier of the task to trigger (e.g., \\"send-welcome-email\\")"},"payload":{"type":"json","required":false,"visibility":"user-or-llm","description":"JSON payload passed to the task run. 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30)"},"checkTimeout":{"type":"number","required":false,"visibility":"user-or-llm","description":"Check timeout in seconds, 0-60 (HTTP, Keyword and Port monitors only)"},"port":{"type":"number","required":false,"visibility":"user-or-llm","description":"Port to check, 1-65535 (required for Port and UDP monitors)"},"keywordType":{"type":"string","required":false,"visibility":"user-or-llm","description":"Keyword match type for Keyword monitors: ALERT_EXISTS or ALERT_NOT_EXISTS"},"keywordValue":{"type":"string","required":false,"visibility":"user-or-llm","description":"Keyword to look for (Keyword monitors only)"},"keywordCaseType":{"type":"number","required":false,"visibility":"user-or-llm","description":"Keyword case sensitivity: 0 (case-sensitive) or 1 (case-insensitive)"},"httpMethodType":{"type":"string","required":false,"visibility":"user-or-llm","description":"HTTP method: HEAD, GET, POST, PUT, PATCH, DELETE, or OPTIONS (defaults to 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(api.vanta-gov.com)"},"documentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Unique ID of the document"}}},"vanta_get_framework":{"id":"vanta_get_framework","name":"Vanta Get Framework","description":"Get a Vanta compliance framework by ID, including its requirement categories and mapped controls","version":"1.0.0","params":{"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Vanta OAuth application client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Vanta OAuth application client secret"},"region":{"type":"string","required":false,"visibility":"user-only","description":"Vanta API region: \\"us\\" (api.vanta.com, default) or \\"gov\\" (api.vanta-gov.com)"},"frameworkId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Unique ID of the framework (e.g., soc2)"}}},"vanta_get_person":{"id":"vanta_get_person","name":"Vanta Get Person","description":"Get a person tracked in Vanta by ID, including employment, leave, and security task status","version":"1.0.0","params":{"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Vanta OAuth application client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Vanta OAuth application client secret"},"region":{"type":"string","required":false,"visibility":"user-only","description":"Vanta API region: \\"us\\" (api.vanta.com, default) or \\"gov\\" (api.vanta-gov.com)"},"personId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Unique ID of the person"}}},"vanta_get_policy":{"id":"vanta_get_policy","name":"Vanta Get Policy","description":"Get a Vanta security policy by ID, including its approval status and latest approved version documents","version":"1.0.0","params":{"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Vanta OAuth application client 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\\"us\\" (api.vanta.com, default) or \\"gov\\" (api.vanta-gov.com)"},"riskScenarioId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Unique ID of the risk scenario"}}},"vanta_get_test":{"id":"vanta_get_test","name":"Vanta Get Test","description":"Get a Vanta automated compliance test by ID, including its status and remediation info","version":"1.0.0","params":{"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Vanta OAuth application client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Vanta OAuth application client secret"},"region":{"type":"string","required":false,"visibility":"user-only","description":"Vanta API region: \\"us\\" (api.vanta.com, default) or \\"gov\\" (api.vanta-gov.com)"},"testId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Unique ID of the test (e.g., test-aws-cloudtrail-enabled)"}}},"vanta_get_vendor":{"id":"vanta_get_vendor","name":"Vanta Get Vendor","description":"Get a Vanta vendor by ID, including risk levels, contract details, and authentication info","version":"1.0.0","params":{"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Vanta OAuth application client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Vanta OAuth application client secret"},"region":{"type":"string","required":false,"visibility":"user-only","description":"Vanta API region: \\"us\\" (api.vanta.com, default) or \\"gov\\" (api.vanta-gov.com)"},"vendorId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Unique ID of the vendor"}}},"vanta_get_vulnerable_asset":{"id":"vanta_get_vulnerable_asset","name":"Vanta Get Vulnerable Asset","description":"Get a vulnerable asset in Vanta by ID, including the scanners reporting it and per-scanner asset 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security controls in a Vanta account, optionally filtered by framework","version":"1.0.0","params":{"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Vanta OAuth application client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Vanta OAuth application client secret"},"region":{"type":"string","required":false,"visibility":"user-only","description":"Vanta API region: \\"us\\" (api.vanta.com, default) or \\"gov\\" (api.vanta-gov.com)"},"frameworkMatchesAny":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated framework IDs to filter controls by (e.g., soc2,iso27001)"},"pageSize":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of items per page (1-100, default 10)"},"pageCursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor: pass the endCursor from the previous response to fetch the next page"}}},"vanta_list_document_uploads":{"id":"vanta_list_document_uploads","name":"Vanta List Document Uploads","description":"List the files uploaded to a specific Vanta evidence document","version":"1.0.0","params":{"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Vanta OAuth application client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Vanta OAuth application client secret"},"region":{"type":"string","required":false,"visibility":"user-only","description":"Vanta API region: \\"us\\" (api.vanta.com, default) or \\"gov\\" (api.vanta-gov.com)"},"documentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Unique ID of the document"},"pageSize":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of items per page (1-100, default 10)"},"pageCursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination 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client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Vanta OAuth application client secret"},"region":{"type":"string","required":false,"visibility":"user-only","description":"Vanta API region: \\"us\\" (api.vanta.com, default) or \\"gov\\" (api.vanta-gov.com)"},"pageSize":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of items per page (1-100, default 10)"},"pageCursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor: pass the endCursor from the previous response to fetch the next page"}}},"vanta_list_monitored_computers":{"id":"vanta_list_monitored_computers","name":"Vanta List Monitored Computers","description":"List the monitored computers in a Vanta account with screenlock, disk encryption, password manager, and antivirus check 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FORMER"},"groupIdsMatchesAny":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated group IDs to filter people by"},"tasksSummaryStatusMatchesAny":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated task summary statuses to filter by: NONE, DUE_SOON, OVERDUE, COMPLETE, PAUSED, OFFBOARDING_DUE_SOON, OFFBOARDING_OVERDUE, OFFBOARDING_COMPLETE"},"taskTypeMatchesAny":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated task types to filter by: COMPLETE_TRAININGS, ACCEPT_POLICIES, COMPLETE_CUSTOM_TASKS, COMPLETE_CUSTOM_OFFBOARDING_TASKS, INSTALL_DEVICE_MONITORING, COMPLETE_BACKGROUND_CHECKS"},"taskStatusMatchesAny":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated task statuses to filter by: COMPLETE, DUE_SOON, OVERDUE, NONE"},"pageSize":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of items per page (1-100, default 10)"},"pageCursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor: pass the endCursor from the previous response to fetch the next page"}}},"vanta_list_policies":{"id":"vanta_list_policies","name":"Vanta List Policies","description":"List the security policies in a Vanta account with approval status and version info","version":"1.0.0","params":{"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Vanta OAuth application client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Vanta OAuth application client secret"},"region":{"type":"string","required":false,"visibility":"user-only","description":"Vanta API region: \\"us\\" (api.vanta.com, default) or \\"gov\\" (api.vanta-gov.com)"},"pageSize":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of items per page (1-100, default 10)"},"pageCursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor: pass the endCursor from the previous response to fetch the next page"}}},"vanta_list_risk_scenarios":{"id":"vanta_list_risk_scenarios","name":"Vanta List Risk Scenarios","description":"List the risk scenarios in a Vanta risk register with likelihood/impact scores, treatment decisions, and review status","version":"1.0.0","params":{"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Vanta OAuth application client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Vanta OAuth application client secret"},"region":{"type":"string","required":false,"visibility":"user-only","description":"Vanta API region: \\"us\\" (api.vanta.com, default) or \\"gov\\" (api.vanta-gov.com)"},"searchString":{"type":"string","required":false,"visibility":"user-or-llm","description":"Search string to filter risk 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name"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"New project name"},"framework":{"type":"string","required":false,"visibility":"user-or-llm","description":"Project framework (e.g. nextjs, remix, vite)"},"buildCommand":{"type":"string","required":false,"visibility":"user-or-llm","description":"Custom build command"},"outputDirectory":{"type":"string","required":false,"visibility":"user-or-llm","description":"Custom output directory"},"installCommand":{"type":"string","required":false,"visibility":"user-or-llm","description":"Custom install command"},"rootDirectory":{"type":"string","required":false,"visibility":"user-or-llm","description":"Subdirectory of the repository the project lives in (for monorepos)"},"nodeVersion":{"type":"string","required":false,"visibility":"user-or-llm","description":"Node.js version to use (e.g. 22.x, 20.x, 18.x)"},"devCommand":{"type":"string","required":false,"visibility":"user-or-llm","description":"Custom dev 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redirect"},"redirectStatusCode":{"type":"number","required":false,"visibility":"user-or-llm","description":"HTTP status code for redirect (301, 302, 307, 308)"},"gitBranch":{"type":"string","required":false,"visibility":"user-or-llm","description":"Git branch to link the domain to"},"teamId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Team ID to scope the request"},"slug":{"type":"string","required":false,"visibility":"user-or-llm","description":"Team slug to scope the request (alternative to teamId)"}}},"vercel_verify_project_domain":{"id":"vercel_verify_project_domain","name":"Vercel Verify Project Domain","description":"Verify a Vercel project domain by checking its verification challenge","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Vercel Access Token"},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Project ID or name"},"domain":{"type":"string","required":true,"visibility":"user-or-llm","description":"Domain name to verify"},"teamId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Team ID to scope the request"},"slug":{"type":"string","required":false,"visibility":"user-or-llm","description":"Team slug to scope the request (alternative to teamId)"}}},"video_falai":{"id":"video_falai","name":"Fal.ai Video Generation","description":"Generate videos using Fal.ai with access to Veo 3.1, Sora 2, Seedance 2.0, Kling 3.0, MiniMax Hailuo 2.3, WAN 2.2, LTX 2.3, and previously supported models","version":"1.0.0","params":{"provider":{"type":"string","required":true,"visibility":"user-only","description":"Video provider (falai)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Fal.ai API key"},"model":{"type":"string","required":true,"visibility":"user-or-llm","description":"Fal.ai model: veo-3.1, veo-3.1-fast, sora-2, sora-2-pro, seedance-2.0, seedance-2.0-fast, kling-v3-pro, kling-v3-4k, kling-o3-pro, kling-o3-4k, minimax-hailuo-2.3-pro, minimax-hailuo-2.3-standard, wan-2.2-a14b-turbo, ltx-2.3, ltx-2.3-fast, plus previously supported model IDs"},"prompt":{"type":"string","required":true,"visibility":"user-or-llm","description":"Text prompt describing the video to generate"},"duration":{"type":"number","required":false,"visibility":"user-or-llm","description":"Video duration in seconds (varies by model)"},"aspectRatio":{"type":"string","required":false,"visibility":"user-or-llm","description":"Aspect ratio (varies by model): 16:9, 9:16, 1:1"},"resolution":{"type":"string","required":false,"visibility":"user-or-llm","description":"Video resolution (varies by model): 480p, 580p, 720p, 1080p, true_1080p, 1440p, 2160p, 4k"},"promptOptimizer":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Enable prompt optimization for MiniMax models (default: true)"},"generateAudio":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Generate native audio when supported by the selected Fal.ai model"}}},"video_luma":{"id":"video_luma","name":"Luma Dream Machine Video","description":"Generate videos using Luma Dream Machine with advanced camera controls","version":"1.0.0","params":{"provider":{"type":"string","required":true,"visibility":"user-only","description":"Video provider (luma)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Luma AI API key"},"model":{"type":"string","required":false,"visibility":"user-or-llm","description":"Luma model: ray-2 (default)"},"prompt":{"type":"string","required":true,"visibility":"user-or-llm","description":"Text prompt describing the video to generate"},"duration":{"type":"number","required":false,"visibility":"user-or-llm","description":"Video duration in seconds (5 or 9, default: 5)"},"aspectRatio":{"type":"string","required":false,"visibility":"user-or-llm","description":"Aspect ratio: 16:9 (landscape), 9:16 (portrait), or 1:1 (square)"},"resolution":{"type":"string","required":false,"visibility":"user-or-llm","description":"Video resolution: 540p, 720p, or 1080p (default: 1080p)"},"cameraControl":{"type":"json","required":false,"visibility":"user-or-llm","description":"Camera controls as array of concept objects. Format: [{ \\"key\\": \\"concept_name\\" }]. Valid keys: truck_left, truck_right, pan_left, pan_right, tilt_up, tilt_down, zoom_in, zoom_out, push_in, pull_out, orbit_left, orbit_right, crane_up, crane_down, static, handheld, and 20+ more predefined options"}}},"video_minimax":{"id":"video_minimax","name":"MiniMax Hailuo Video","description":"Generate videos using MiniMax Hailuo through MiniMax Platform API with advanced realism and prompt optimization","version":"1.0.0","params":{"provider":{"type":"string","required":true,"visibility":"user-only","description":"Video provider (minimax)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"MiniMax API key from platform.minimax.io"},"model":{"type":"string","required":false,"visibility":"user-or-llm","description":"MiniMax model: hailuo-2.3 (default) or hailuo-02"},"prompt":{"type":"string","required":true,"visibility":"user-or-llm","description":"Text prompt describing the video to generate"},"duration":{"type":"number","required":false,"visibility":"user-or-llm","description":"Video duration in seconds (6 or 10, default: 6)"},"endpoint":{"type":"string","required":false,"visibility":"user-or-llm","description":"Quality endpoint: standard (768P) or pro (1080P for 6s videos)"},"promptOptimizer":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Enable prompt optimization for better results (default: true)"}}},"video_runway":{"id":"video_runway","name":"Runway Gen-4 Video","description":"Generate videos using Runway Gen-4 with world consistency and visual references","version":"1.0.0","params":{"provider":{"type":"string","required":true,"visibility":"user-only","description":"Video provider (runway)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Runway API key"},"model":{"type":"string","required":false,"visibility":"user-or-llm","description":"Runway model: gen-4 (default, higher quality) or gen-4-turbo (faster)"},"prompt":{"type":"string","required":true,"visibility":"user-or-llm","description":"Text prompt describing the video to generate"},"duration":{"type":"number","required":false,"visibility":"user-or-llm","description":"Video duration in seconds (5 or 10, default: 5)"},"aspectRatio":{"type":"string","required":false,"visibility":"user-or-llm","description":"Aspect ratio: 16:9 (landscape), 9:16 (portrait), or 1:1 (square)"},"resolution":{"type":"string","required":false,"visibility":"user-or-llm","description":"Video resolution (720p output). Note: Gen-4 Turbo outputs at 720p natively"},"visualReference":{"type":"file","required":true,"visibility":"user-or-llm","description":"Reference image REQUIRED for Gen-4 (UserFile object). Gen-4 only supports image-to-video, not text-only generation"}}},"video_veo":{"id":"video_veo","name":"Google Veo 3 Video","description":"Generate videos using Google Veo 3/3.1 with native audio generation","version":"1.0.0","params":{"provider":{"type":"string","required":true,"visibility":"user-only","description":"Video provider (veo)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Google Gemini API key"},"model":{"type":"string","required":false,"visibility":"user-or-llm","description":"Veo model: veo-3 (default, highest quality), veo-3-fast (faster), or veo-3.1 (latest)"},"prompt":{"type":"string","required":true,"visibility":"user-or-llm","description":"Text prompt describing the video to generate"},"duration":{"type":"number","required":false,"visibility":"user-or-llm","description":"Video duration in seconds (4, 6, or 8, default: 8)"},"aspectRatio":{"type":"string","required":false,"visibility":"user-or-llm","description":"Aspect ratio: 16:9 (landscape) or 9:16 (portrait)"},"resolution":{"type":"string","required":false,"visibility":"user-or-llm","description":"Video resolution: 720p or 1080p (default: 1080p)"}}},"vision_tool":{"id":"vision_tool","name":"Vision Tool","description":"Process and analyze images using advanced vision models. Capable of understanding image content, extracting text, identifying objects, and providing detailed visual descriptions.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"API key for the selected model provider"},"imageUrl":{"type":"string","required":false,"visibility":"user-only","description":"Publicly accessible image URL"},"imageFile":{"type":"file","required":false,"visibility":"user-only","description":"Image file to analyze"},"model":{"type":"string","required":false,"visibility":"user-only","description":"Vision model to use (gpt-4o, claude-3-opus-20240229, etc)"},"prompt":{"type":"string","required":false,"visibility":"user-or-llm","description":"Custom prompt for image analysis"}}},"vision_tool_v2":{"id":"vision_tool_v2","name":"Vision Tool","description":"Process and analyze images using advanced vision models. Capable of understanding image content, extracting text, identifying objects, and providing detailed visual descriptions.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"API key for the selected model provider"},"imageFile":{"type":"file","required":true,"visibility":"user-only","description":"Image file to analyze"},"model":{"type":"string","required":false,"visibility":"user-only","description":"Vision model to use (gpt-4o, claude-3-opus-20240229, etc)"},"prompt":{"type":"string","required":false,"visibility":"user-or-llm","description":"Custom prompt for image analysis"}}},"wealthbox_read_contact":{"id":"wealthbox_read_contact","name":"Read Wealthbox Contact","description":"Read content from a Wealthbox contact","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Wealthbox API"},"contactId":{"type":"string","required":false,"visibility":"user-or-llm","description":"The ID of the contact to read (e.g., \\"12345\\")"}}},"wealthbox_read_note":{"id":"wealthbox_read_note","name":"Read Wealthbox Note","description":"Read content from a Wealthbox note","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"description":"The access token for the Wealthbox API","visibility":"hidden"},"noteId":{"type":"string","required":false,"description":"The ID of the note to read (e.g., \\"11111\\")","visibility":"user-or-llm"}}},"wealthbox_read_task":{"id":"wealthbox_read_task","name":"Read Wealthbox Task","description":"Read content from a Wealthbox task","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"description":"The access token for the Wealthbox API","visibility":"hidden"},"taskId":{"type":"string","required":false,"description":"The ID of the task to read (e.g., \\"67890\\")","visibility":"user-or-llm"}}},"wealthbox_write_contact":{"id":"wealthbox_write_contact","name":"Write Wealthbox Contact","description":"Create a new Wealthbox contact","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"description":"The access token for the Wealthbox API","visibility":"hidden"},"firstName":{"type":"string","required":true,"description":"The first name of the contact","visibility":"user-or-llm"},"lastName":{"type":"string","required":true,"description":"The last name of the contact","visibility":"user-or-llm"},"emailAddress":{"type":"string","required":false,"description":"The email address of the contact","visibility":"user-or-llm"},"backgroundInformation":{"type":"string","required":false,"description":"Background information about the contact","visibility":"user-or-llm"}}},"wealthbox_write_note":{"id":"wealthbox_write_note","name":"Write Wealthbox Note","description":"Create or update a Wealthbox note","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"description":"The access token for the Wealthbox API","visibility":"hidden"},"content":{"type":"string","required":true,"description":"The main body of the note","visibility":"user-or-llm"},"contactId":{"type":"string","required":false,"description":"ID of contact to link to this note (e.g., \\"12345\\")","visibility":"user-or-llm"}}},"wealthbox_write_task":{"id":"wealthbox_write_task","name":"Write Wealthbox Task","description":"Create or update a Wealthbox task","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"description":"The access token for the Wealthbox API","visibility":"hidden"},"title":{"type":"string","required":true,"description":"The name/title of the task","visibility":"user-or-llm"},"dueDate":{"type":"string","required":true,"description":"The due date and time of the task (format: \\"YYYY-MM-DD HH:MM AM/PM -HHMM\\", e.g., \\"2015-05-24 11:00 AM -0400\\")","visibility":"user-or-llm"},"contactId":{"type":"string","required":false,"description":"ID of contact to link to this task (e.g., \\"12345\\")","visibility":"user-or-llm"},"description":{"type":"string","required":false,"description":"Description or notes about the task","visibility":"user-or-llm"}}},"webflow_create_item":{"id":"webflow_create_item","name":"Webflow Create Item","description":"Create a new item in a Webflow CMS collection","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token"},"siteId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the Webflow site (e.g., \\"580e63e98c9a982ac9b8b741\\")"},"collectionId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the collection (e.g., \\"580e63fc8c9a982ac9b8b745\\")"},"fieldData":{"type":"json","required":true,"visibility":"user-or-llm","description":"Field data for the new item as a JSON object. Keys should match collection field names."}},"oauth":{"required":true,"provider":"webflow"}},"webflow_delete_item":{"id":"webflow_delete_item","name":"Webflow Delete Item","description":"Delete an item from a Webflow CMS collection","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token"},"siteId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the Webflow site (e.g., \\"580e63e98c9a982ac9b8b741\\")"},"collectionId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the collection (e.g., \\"580e63fc8c9a982ac9b8b745\\")"},"itemId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the item to delete (e.g., \\"580e64008c9a982ac9b8b754\\")"}},"oauth":{"required":true,"provider":"webflow"}},"webflow_get_item":{"id":"webflow_get_item","name":"Webflow Get Item","description":"Get a single item from a Webflow CMS collection","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token"},"siteId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the Webflow site (e.g., \\"580e63e98c9a982ac9b8b741\\")"},"collectionId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the collection (e.g., \\"580e63fc8c9a982ac9b8b745\\")"},"itemId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the item to retrieve (e.g., \\"580e64008c9a982ac9b8b754\\")"}},"oauth":{"required":true,"provider":"webflow"}},"webflow_list_items":{"id":"webflow_list_items","name":"Webflow List Items","description":"List all items from a Webflow CMS collection","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token"},"siteId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the Webflow site (e.g., \\"580e63e98c9a982ac9b8b741\\")"},"collectionId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the collection (e.g., \\"580e63fc8c9a982ac9b8b745\\")"},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Offset for pagination (e.g., 0, 100, 200)"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of items to return (e.g., 10, 50, 100; default: 100)"}},"oauth":{"required":true,"provider":"webflow"}},"webflow_update_item":{"id":"webflow_update_item","name":"Webflow Update Item","description":"Update an existing item in a Webflow CMS collection","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token"},"siteId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the Webflow site (e.g., \\"580e63e98c9a982ac9b8b741\\")"},"collectionId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the collection (e.g., \\"580e63fc8c9a982ac9b8b745\\")"},"itemId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the item to update (e.g., \\"580e64008c9a982ac9b8b754\\")"},"fieldData":{"type":"json","required":true,"visibility":"user-or-llm","description":"Field data to update as a JSON object. Only include fields you want to change."}},"oauth":{"required":true,"provider":"webflow"}},"webhook_request":{"id":"webhook_request","name":"Webhook Request","description":"Send a webhook request with automatic headers and optional HMAC signing","version":"1.0.0","params":{"url":{"type":"string","required":true,"visibility":"user-or-llm","description":"The webhook URL to send the request to"},"body":{"type":"object","visibility":"user-or-llm","description":"JSON payload to send"},"secret":{"type":"string","visibility":"user-or-llm","description":"Optional secret for HMAC-SHA256 signature"},"headers":{"type":"object","visibility":"user-or-llm","description":"Additional headers to include"}}},"whatsapp_get_media":{"id":"whatsapp_get_media","name":"WhatsApp Download Media","description":"Download media a customer sent you. Takes the media ID from an incoming WhatsApp message and stores the file in the workflow.","version":"1.0.0","params":{"mediaId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Media asset ID from an incoming message, e.g. <whatsapp.messages[0].mediaId>. This is not the message ID (wamid)."},"phoneNumberId":{"type":"string","required":true,"visibility":"user-only","description":"WhatsApp Business Phone Number ID (from Meta Business Suite)"},"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"WhatsApp Business API Access Token (from Meta Developer Portal)"}}},"whatsapp_mark_read":{"id":"whatsapp_mark_read","name":"WhatsApp Mark As Read","description":"Mark a received WhatsApp message as read so the sender sees blue checkmarks, optionally showing a typing indicator.","version":"1.0.0","params":{"messageId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID (wamid) of the incoming message to mark as read"},"showTypingIndicator":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Show a typing indicator to the sender while a reply is composed. Dismissed once you respond or after 25 seconds, whichever comes first."},"phoneNumberId":{"type":"string","required":true,"visibility":"user-only","description":"WhatsApp Business Phone Number ID (from Meta Business Suite)"},"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"WhatsApp Business API Access Token (from Meta Developer Portal)"}}},"whatsapp_send_interactive":{"id":"whatsapp_send_interactive","name":"WhatsApp Send Interactive","description":"Send an interactive WhatsApp message with reply buttons or a selectable list.","version":"1.0.0","params":{"phoneNumber":{"type":"string","required":true,"visibility":"user-or-llm","description":"Recipient phone number with country code (e.g., +14155552671)"},"bodyText":{"type":"string","required":true,"visibility":"user-or-llm","description":"Main body text of the interactive message (max 1024 characters with buttons, 4096 with a list)"},"headerText":{"type":"string","required":false,"visibility":"user-or-llm","description":"Optional plain-text header shown above the body (max 60 characters)"},"footerText":{"type":"string","required":false,"visibility":"user-or-llm","description":"Optional footer text shown below the body (max 60 characters)"},"buttons":{"type":"json","required":false,"visibility":"user-or-llm","description":"Reply buttons array (max 3), each item: { \\"type\\": \\"reply\\", \\"reply\\": { \\"id\\": \\"...\\", \\"title\\": \\"...\\" } }. Button title max 20 characters, id max 256. Provide buttons or sections."},"listButtonText":{"type":"string","required":false,"visibility":"user-or-llm","description":"Label for the menu button that opens the list, max 20 characters (required when sending a list)"},"sections":{"type":"json","required":false,"visibility":"user-or-llm","description":"List sections array (max 10 sections, 10 rows total), each item: { \\"title\\": \\"...\\", \\"rows\\": [{ \\"id\\": \\"...\\", \\"title\\": \\"...\\", \\"description\\": \\"...\\" }] }. Section and row titles max 24 characters, row description max 72. Provide sections or buttons."},"phoneNumberId":{"type":"string","required":true,"visibility":"user-only","description":"WhatsApp Business Phone Number ID (from Meta Business Suite)"},"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"WhatsApp Business API Access Token (from Meta Developer Portal)"}}},"whatsapp_send_media":{"id":"whatsapp_send_media","name":"WhatsApp Send Media","description":"Send an image, document, video, audio, or sticker message. Accepts an uploaded file, a media ID, or a public link.","version":"1.0.0","params":{"phoneNumber":{"type":"string","required":true,"visibility":"user-or-llm","description":"Recipient phone number with country code (e.g., +14155552671)"},"mediaType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Type of media to send: image, document, video, audio, or sticker"},"file":{"type":"file","required":false,"visibility":"user-only","description":"File to send. 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Use this to discover valid category IDs for filtering search and trending results.","version":"1.0.0","params":{"regionCode":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO 3166-1 alpha-2 country code to get categories for (e.g., \\"US\\", \\"GB\\", \\"JP\\"). Defaults to US."},"hl":{"type":"string","required":false,"visibility":"user-or-llm","description":"Language for category titles (ISO 639-1 code, e.g., \\"en\\", \\"es\\", \\"fr\\"). Defaults to English."},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"YouTube API Key"}}},"youtube_video_details":{"id":"youtube_video_details","name":"YouTube Video Details","description":"Get detailed information about a specific YouTube video including statistics, content details, live streaming info, and metadata.","version":"1.2.0","params":{"videoId":{"type":"string","required":true,"visibility":"user-or-llm","description":"YouTube video ID (11-character string, e.g., \\"dQw4w9WgXcQ\\")"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"YouTube API Key"}}},"zendesk_autocomplete_organizations":{"id":"zendesk_autocomplete_organizations","name":"Autocomplete Organizations in Zendesk","description":"Autocomplete organizations in Zendesk by name prefix (for name matching/autocomplete)","version":"1.0.0","params":{"email":{"type":"string","required":true,"visibility":"user-only","description":"Your Zendesk email address"},"apiToken":{"type":"string","required":true,"visibility":"hidden","description":"Zendesk API token"},"subdomain":{"type":"string","required":true,"visibility":"user-only","description":"Your Zendesk subdomain"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Organization name prefix to search for (e.g., \\"Acme\\")"},"perPage":{"type":"string","required":false,"visibility":"user-or-llm","description":"Results per page as a number string (default: \\"100\\", max: \\"100\\")"},"page":{"type":"string","required":false,"visibility":"user-or-llm","description":"Page number for pagination (1-based)"}}},"zendesk_create_organization":{"id":"zendesk_create_organization","name":"Create Organization in Zendesk","description":"Create a new organization in Zendesk","version":"1.0.0","params":{"email":{"type":"string","required":true,"visibility":"user-only","description":"Your Zendesk email address"},"apiToken":{"type":"string","required":true,"visibility":"hidden","description":"Zendesk API token"},"subdomain":{"type":"string","required":true,"visibility":"user-only","description":"Your Zendesk subdomain"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Organization name (e.g., \\"Acme Corporation\\")"},"domainNames":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated domain names (e.g., \\"acme.com, acme.org\\")"},"details":{"type":"string","required":false,"visibility":"user-or-llm","description":"Organization details text"},"notes":{"type":"string","required":false,"visibility":"user-or-llm","description":"Organization notes text"},"tags":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated tags (e.g., \\"enterprise, priority\\")"},"customFields":{"type":"string","required":false,"visibility":"user-or-llm","description":"Custom fields as JSON object (e.g., {\\"field_id\\": \\"value\\"})"}}},"zendesk_create_organizations_bulk":{"id":"zendesk_create_organizations_bulk","name":"Bulk Create Organizations in Zendesk","description":"Create multiple organizations in Zendesk using bulk import","version":"1.0.0","params":{"email":{"type":"string","required":true,"visibility":"user-only","description":"Your Zendesk email address"},"apiToken":{"type":"string","required":true,"visibility":"hidden","description":"Zendesk API token"},"subdomain":{"type":"string","required":true,"visibility":"user-only","description":"Your Zendesk subdomain"},"organizations":{"type":"string","required":true,"visibility":"user-or-llm","description":"JSON array of organization objects to create (e.g., [{\\"name\\": \\"Org1\\"}, {\\"name\\": \\"Org2\\"}])"}}},"zendesk_create_ticket":{"id":"zendesk_create_ticket","name":"Create Ticket in Zendesk","description":"Create a new ticket in Zendesk with support for custom fields","version":"1.0.0","params":{"email":{"type":"string","required":true,"visibility":"user-only","description":"Your Zendesk email address"},"apiToken":{"type":"string","required":true,"visibility":"hidden","description":"Zendesk API token"},"subdomain":{"type":"string","required":true,"visibility":"user-only","description":"Your Zendesk subdomain"},"subject":{"type":"string","required":false,"visibility":"user-or-llm","description":"Ticket subject (optional - will be auto-generated if not provided)"},"description":{"type":"string","required":true,"visibility":"user-or-llm","description":"Ticket description text (first comment)"},"priority":{"type":"string","required":false,"visibility":"user-or-llm","description":"Priority: \\"low\\", \\"normal\\", \\"high\\", or \\"urgent\\""},"status":{"type":"string","required":false,"visibility":"user-or-llm","description":"Status: \\"new\\", \\"open\\", \\"pending\\", \\"hold\\", \\"solved\\", or \\"closed\\""},"type":{"type":"string","required":false,"visibility":"user-or-llm","description":"Type: \\"problem\\", \\"incident\\", \\"question\\", or \\"task\\""},"tags":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated tags (e.g., \\"billing, urgent\\")"},"assigneeId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Assignee user ID as a numeric string (e.g., \\"12345\\")"},"groupId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Group ID as a numeric string (e.g., \\"67890\\")"},"requesterId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Requester user ID as a numeric string (e.g., \\"11111\\")"},"customFields":{"type":"string","required":false,"visibility":"user-or-llm","description":"Custom fields as JSON object (e.g., {\\"field_id\\": \\"value\\"})"}}},"zendesk_create_tickets_bulk":{"id":"zendesk_create_tickets_bulk","name":"Bulk Create Tickets in Zendesk","description":"Create multiple tickets in Zendesk at once (max 100)","version":"1.0.0","params":{"email":{"type":"string","required":true,"visibility":"user-only","description":"Your Zendesk email address"},"apiToken":{"type":"string","required":true,"visibility":"hidden","description":"Zendesk API token"},"subdomain":{"type":"string","required":true,"visibility":"user-only","description":"Your Zendesk subdomain"},"tickets":{"type":"string","required":true,"visibility":"user-or-llm","description":"JSON array of ticket objects to create (max 100). Each ticket should have subject and comment properties (e.g., [{\\"subject\\": \\"Issue 1\\", \\"comment\\": {\\"body\\": \\"Description\\"}}])"}}},"zendesk_create_user":{"id":"zendesk_create_user","name":"Create User in Zendesk","description":"Create a new user in Zendesk","version":"1.0.0","params":{"email":{"type":"string","required":true,"visibility":"user-only","description":"Your Zendesk email address"},"apiToken":{"type":"string","required":true,"visibility":"hidden","description":"Zendesk API token"},"subdomain":{"type":"string","required":true,"visibility":"user-only","description":"Your Zendesk subdomain"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"User full name (e.g., \\"John Smith\\")"},"userEmail":{"type":"string","required":false,"visibility":"user-or-llm","description":"User email address (e.g., \\"john@example.com\\")"},"role":{"type":"string","required":false,"visibility":"user-or-llm","description":"User role: \\"end-user\\", \\"agent\\", or \\"admin\\""},"phone":{"type":"string","required":false,"visibility":"user-or-llm","description":"User phone number (e.g., \\"+1-555-123-4567\\")"},"organizationId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Organization ID as a numeric string (e.g., \\"12345\\")"},"verified":{"type":"string","required":false,"visibility":"user-or-llm","description":"Set to \\"true\\" to skip email verification, or \\"false\\" otherwise"},"tags":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated tags (e.g., \\"vip, enterprise\\")"},"customFields":{"type":"string","required":false,"visibility":"user-or-llm","description":"Custom fields as JSON object (e.g., {\\"field_id\\": \\"value\\"})"}}},"zendesk_create_users_bulk":{"id":"zendesk_create_users_bulk","name":"Bulk Create Users in Zendesk","description":"Create multiple users in Zendesk using bulk 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Zendesk","description":"Delete a user from Zendesk","version":"1.0.0","params":{"email":{"type":"string","required":true,"visibility":"user-only","description":"Your Zendesk email address"},"apiToken":{"type":"string","required":true,"visibility":"hidden","description":"Zendesk API token"},"subdomain":{"type":"string","required":true,"visibility":"user-only","description":"Your Zendesk subdomain"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"User ID to delete as a numeric string (e.g., \\"12345\\")"}}},"zendesk_get_current_user":{"id":"zendesk_get_current_user","name":"Get Current User from Zendesk","description":"Get the currently authenticated user from Zendesk","version":"1.0.0","params":{"email":{"type":"string","required":true,"visibility":"user-only","description":"Your Zendesk email address"},"apiToken":{"type":"string","required":true,"visibility":"hidden","description":"Zendesk API 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\\"updated_at\\", \\"id\\", or \\"status\\". Prefix with \\"-\\" for descending (e.g., \\"-updated_at\\")"},"perPage":{"type":"string","required":false,"visibility":"user-or-llm","description":"Results per page as a number string (default: \\"100\\", max: \\"100\\")"},"pageAfter":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor from a previous response to fetch the next page of results"}}},"zendesk_get_user":{"id":"zendesk_get_user","name":"Get Single User from Zendesk","description":"Get a single user by ID from Zendesk","version":"1.0.0","params":{"email":{"type":"string","required":true,"visibility":"user-only","description":"Your Zendesk email address"},"apiToken":{"type":"string","required":true,"visibility":"hidden","description":"Zendesk API token"},"subdomain":{"type":"string","required":true,"visibility":"user-only","description":"Your Zendesk subdomain"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"User ID to retrieve as a numeric string (e.g., \\"12345\\")"}}},"zendesk_get_users":{"id":"zendesk_get_users","name":"Get Users from Zendesk","description":"Retrieve a list of users from Zendesk with optional filtering","version":"1.0.0","params":{"email":{"type":"string","required":true,"visibility":"user-only","description":"Your Zendesk email address"},"apiToken":{"type":"string","required":true,"visibility":"hidden","description":"Zendesk API token"},"subdomain":{"type":"string","required":true,"visibility":"user-only","description":"Your Zendesk subdomain (e.g., \\"mycompany\\" for mycompany.zendesk.com)"},"role":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by role: \\"end-user\\", \\"agent\\", or \\"admin\\""},"permissionSet":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by permission set ID as a numeric string (e.g., \\"12345\\")"},"perPage":{"type":"string","required":false,"visibility":"user-or-llm","description":"Results per page as a number string (default: \\"100\\", max: \\"100\\")"},"pageAfter":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor from a previous response to fetch the next page of results"}}},"zendesk_merge_tickets":{"id":"zendesk_merge_tickets","name":"Merge Tickets in Zendesk","description":"Merge multiple tickets into a target ticket","version":"1.0.0","params":{"email":{"type":"string","required":true,"visibility":"user-only","description":"Your Zendesk email address"},"apiToken":{"type":"string","required":true,"visibility":"hidden","description":"Zendesk API token"},"subdomain":{"type":"string","required":true,"visibility":"user-only","description":"Your Zendesk subdomain"},"targetTicketId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Target ticket ID as a numeric string (tickets will be merged into this one, e.g., \\"12345\\")"},"sourceTicketIds":{"type":"string","required":true,"visibility":"user-or-llm","description":"Comma-separated source ticket IDs to merge (e.g., \\"111, 222, 333\\")"},"targetComment":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comment text to add to target ticket after merge"}}},"zendesk_search":{"id":"zendesk_search","name":"Search Zendesk","description":"Unified search across tickets, users, and organizations in Zendesk","version":"1.0.0","params":{"email":{"type":"string","required":true,"visibility":"user-only","description":"Your Zendesk email address"},"apiToken":{"type":"string","required":true,"visibility":"hidden","description":"Zendesk API token"},"subdomain":{"type":"string","required":true,"visibility":"user-only","description":"Your Zendesk subdomain"},"query":{"type":"string","required":true,"visibility":"user-or-llm","description":"Search query string using Zendesk search syntax (e.g., \\"type:ticket status:open\\")"},"filterType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Resource type to search for: \\"ticket\\", \\"user\\", \\"organization\\", or \\"group\\""},"perPage":{"type":"string","required":false,"visibility":"user-or-llm","description":"Results per page as a number string (default: \\"100\\", max: \\"100\\")"},"pageAfter":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor from a previous response to fetch the next page of results"}}},"zendesk_search_count":{"id":"zendesk_search_count","name":"Count Search Results in Zendesk","description":"Count the number of search results matching a query in Zendesk","version":"1.0.0","params":{"email":{"type":"string","required":true,"visibility":"user-only","description":"Your Zendesk email address"},"apiToken":{"type":"string","required":true,"visibility":"hidden","description":"Zendesk API token"},"subdomain":{"type":"string","required":true,"visibility":"user-only","description":"Your Zendesk subdomain"},"query":{"type":"string","required":true,"visibility":"user-or-llm","description":"Search query string using Zendesk search syntax (e.g., \\"type:ticket status:open\\")"}}},"zendesk_search_users":{"id":"zendesk_search_users","name":"Search Users in Zendesk","description":"Search for users in Zendesk using a query string","version":"1.0.0","params":{"email":{"type":"string","required":true,"visibility":"user-only","description":"Your Zendesk email address"},"apiToken":{"type":"string","required":true,"visibility":"hidden","description":"Zendesk API token"},"subdomain":{"type":"string","required":true,"visibility":"user-only","description":"Your Zendesk subdomain"},"query":{"type":"string","required":false,"visibility":"user-or-llm","description":"Search query string (e.g., user name or email)"},"externalId":{"type":"string","required":false,"visibility":"user-or-llm","description":"External ID to search by (your system identifier)"},"perPage":{"type":"string","required":false,"visibility":"user-or-llm","description":"Results per page as a number string (default: \\"100\\", max: \\"100\\")"},"page":{"type":"string","required":false,"visibility":"user-or-llm","description":"Page number for pagination (1-based)"}}},"zendesk_update_organization":{"id":"zendesk_update_organization","name":"Update Organization in Zendesk","description":"Update an existing organization in Zendesk","version":"1.0.0","params":{"email":{"type":"string","required":true,"visibility":"user-only","description":"Your Zendesk email address"},"apiToken":{"type":"string","required":true,"visibility":"hidden","description":"Zendesk API token"},"subdomain":{"type":"string","required":true,"visibility":"user-only","description":"Your Zendesk subdomain"},"organizationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Organization ID to update as a numeric string (e.g., \\"12345\\")"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"New organization name (e.g., \\"Acme 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address"},"apiToken":{"type":"string","required":true,"visibility":"hidden","description":"Zendesk API token"},"subdomain":{"type":"string","required":true,"visibility":"user-only","description":"Your Zendesk subdomain"},"ticketId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Ticket ID to update as a numeric string (e.g., \\"12345\\")"},"subject":{"type":"string","required":false,"visibility":"user-or-llm","description":"New ticket subject text"},"comment":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comment text to add to the ticket"},"priority":{"type":"string","required":false,"visibility":"user-or-llm","description":"Priority: \\"low\\", \\"normal\\", \\"high\\", or \\"urgent\\""},"status":{"type":"string","required":false,"visibility":"user-or-llm","description":"Status: \\"new\\", \\"open\\", \\"pending\\", \\"hold\\", \\"solved\\", or \\"closed\\""},"type":{"type":"string","required":false,"visibility":"user-or-llm","description":"Type: \\"problem\\", \\"incident\\", \\"question\\", or \\"task\\""},"tags":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated tags (e.g., \\"billing, urgent\\")"},"assigneeId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Assignee user ID as a numeric string (e.g., \\"12345\\")"},"groupId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Group ID as a numeric string (e.g., \\"67890\\")"},"customFields":{"type":"string","required":false,"visibility":"user-or-llm","description":"Custom fields as JSON object (e.g., {\\"field_id\\": \\"value\\"})"}}},"zendesk_update_tickets_bulk":{"id":"zendesk_update_tickets_bulk","name":"Bulk Update Tickets in Zendesk","description":"Update multiple tickets in Zendesk at once (max 100)","version":"1.0.0","params":{"email":{"type":"string","required":true,"visibility":"user-only","description":"Your Zendesk email address"},"apiToken":{"type":"string","required":true,"visibility":"hidden","description":"Zendesk API token"},"subdomain":{"type":"string","required":true,"visibility":"user-only","description":"Your Zendesk subdomain"},"ticketIds":{"type":"string","required":true,"visibility":"user-or-llm","description":"Comma-separated ticket IDs to update (max 100, e.g., \\"111, 222, 333\\")"},"status":{"type":"string","required":false,"visibility":"user-or-llm","description":"New status for all tickets: \\"new\\", \\"open\\", \\"pending\\", \\"hold\\", \\"solved\\", or \\"closed\\""},"priority":{"type":"string","required":false,"visibility":"user-or-llm","description":"New priority for all tickets: \\"low\\", \\"normal\\", \\"high\\", or \\"urgent\\""},"assigneeId":{"type":"string","required":false,"visibility":"user-or-llm","description":"New assignee ID for all 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Example: \\"us\\", \\"gb\\", \\"de\\" (default: \\"us\\")"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Ahrefs API Key"}}},"ahrefs_keywords_history":{"id":"ahrefs_keywords_history","name":"Ahrefs Keywords History","description":"Get the historical organic keyword ranking distribution for a target domain or URL over a date range: how many keywords rank in each position bucket at each point in time.","version":"1.0.0","params":{"target":{"type":"string","required":true,"visibility":"user-or-llm","description":"The target domain or URL to analyze. Example: \\"example.com\\""},"dateFrom":{"type":"string","required":true,"visibility":"user-only","description":"Start date of the historical period, in YYYY-MM-DD format"},"dateTo":{"type":"string","required":false,"visibility":"user-only","description":"End date of the historical period, in YYYY-MM-DD format (defaults to today)"},"historyGrouping":{"type":"string","required":false,"visibility":"user-or-llm","description":"Time interval for grouping data points: \\"daily\\", \\"weekly\\", or \\"monthly\\" (default: \\"monthly\\")"},"country":{"type":"string","required":false,"visibility":"user-or-llm","description":"Country code for search results. Example: \\"us\\", \\"gb\\", \\"de\\" (default: \\"us\\")"},"mode":{"type":"string","required":false,"visibility":"user-or-llm","description":"Analysis mode: domain (entire domain), prefix (URL prefix), subdomains (include all subdomains, default), exact (exact URL match)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Ahrefs API Key"}}},"ahrefs_metrics":{"id":"ahrefs_metrics","name":"Ahrefs Metrics","description":"Get a one-call organic and paid search overview for a target domain or URL: organic traffic, organic keywords, paid traffic, paid keywords, and estimated traffic cost.","version":"1.0.0","params":{"target":{"type":"string","required":true,"visibility":"user-or-llm","description":"The target domain or URL to analyze. Example: \\"example.com\\""},"country":{"type":"string","required":false,"visibility":"user-or-llm","description":"Country code for traffic data. Example: \\"us\\", \\"gb\\", \\"de\\""},"mode":{"type":"string","required":false,"visibility":"user-or-llm","description":"Analysis mode: domain (entire domain), prefix (URL prefix), subdomains (include all subdomains, default), exact (exact URL match). Example: \\"domain\\""},"date":{"type":"string","required":false,"visibility":"user-only","description":"Date to report metrics on, in YYYY-MM-DD format (defaults to today)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Ahrefs API Key"}}},"ahrefs_metrics_history":{"id":"ahrefs_metrics_history","name":"Ahrefs Metrics History","description":"Get the historical organic and paid traffic trend for a target domain or URL over a date range: organic traffic/cost and paid traffic/cost at each point in time.","version":"1.0.0","params":{"target":{"type":"string","required":true,"visibility":"user-or-llm","description":"The target domain or URL to analyze. Example: \\"example.com\\""},"dateFrom":{"type":"string","required":true,"visibility":"user-only","description":"Start date of the historical period, in YYYY-MM-DD format"},"dateTo":{"type":"string","required":false,"visibility":"user-only","description":"End date of the historical period, in YYYY-MM-DD format (defaults to today)"},"volumeMode":{"type":"string","required":false,"visibility":"user-or-llm","description":"Search volume calculation: \\"monthly\\" or \\"average\\" (default: \\"monthly\\")"},"historyGrouping":{"type":"string","required":false,"visibility":"user-or-llm","description":"Time interval for grouping data points: \\"daily\\", \\"weekly\\", or \\"monthly\\" (default: \\"monthly\\")"},"country":{"type":"string","required":false,"visibility":"user-or-llm","description":"Country code for traffic data. Example: \\"us\\", \\"gb\\", \\"de\\" (default: \\"us\\")"},"mode":{"type":"string","required":false,"visibility":"user-or-llm","description":"Analysis mode: domain (entire domain), prefix (URL prefix), subdomains (include all subdomains, default), exact (exact URL match)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Ahrefs API Key"}}},"ahrefs_organic_competitors":{"id":"ahrefs_organic_competitors","name":"Ahrefs Organic Competitors","description":"Get domains that compete with a target domain or URL for the same organic keywords, ranked by keyword overlap.","version":"1.0.0","params":{"target":{"type":"string","required":true,"visibility":"user-or-llm","description":"The target domain or URL to analyze. Example: \\"example.com\\""},"country":{"type":"string","required":false,"visibility":"user-or-llm","description":"Country code for search results. Example: \\"us\\", \\"gb\\", \\"de\\" (default: \\"us\\")"},"mode":{"type":"string","required":false,"visibility":"user-or-llm","description":"Analysis mode: domain (entire domain), prefix (URL prefix), subdomains (include all subdomains, default), exact (exact URL match). Example: \\"domain\\""},"date":{"type":"string","required":false,"visibility":"user-only","description":"Date to report metrics on, in YYYY-MM-DD format (defaults to today)"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of results to return. Example: 50 (default: 1000)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Ahrefs API Key"}}},"ahrefs_organic_keywords":{"id":"ahrefs_organic_keywords","name":"Ahrefs Organic Keywords","description":"Get organic keywords that a target domain or URL ranks for in Google search results. Returns keyword details including search volume, ranking position, and estimated traffic.","version":"1.0.0","params":{"target":{"type":"string","required":true,"visibility":"user-or-llm","description":"The target domain or URL to analyze. Example: \\"example.com\\" or \\"https://example.com/page\\""},"country":{"type":"string","required":false,"visibility":"user-or-llm","description":"Country code for search results. Example: \\"us\\", \\"gb\\", \\"de\\" (default: \\"us\\")"},"mode":{"type":"string","required":false,"visibility":"user-or-llm","description":"Analysis mode: domain (entire domain), prefix (URL prefix), subdomains (include all subdomains, default), exact (exact URL match). Example: \\"domain\\""},"date":{"type":"string","required":false,"visibility":"user-only","description":"Date to report metrics on, in YYYY-MM-DD format (defaults to today)"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of results to return. Example: 50 (default: 1000)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Ahrefs API Key"}}},"ahrefs_paid_pages":{"id":"ahrefs_paid_pages","name":"Ahrefs Paid Pages","description":"Get a target domain\'s pages that receive paid search traffic, sorted by estimated paid traffic. Returns page URLs with their paid traffic, keyword counts, and estimated spend.","version":"1.0.0","params":{"target":{"type":"string","required":true,"visibility":"user-or-llm","description":"The target domain or URL to analyze. Example: \\"example.com\\""},"country":{"type":"string","required":false,"visibility":"user-or-llm","description":"Country code for traffic data. Example: \\"us\\", \\"gb\\", \\"de\\" (default: \\"us\\")"},"mode":{"type":"string","required":false,"visibility":"user-or-llm","description":"Analysis mode: domain (entire domain), prefix (URL prefix), subdomains (include all subdomains, default), exact (exact URL match)"},"date":{"type":"string","required":false,"visibility":"user-only","description":"Date to report metrics on, in YYYY-MM-DD format (defaults to today)"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of results to return. Example: 50 (default: 1000)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Ahrefs API Key"}}},"ahrefs_rank_tracker_competitors_overview":{"id":"ahrefs_rank_tracker_competitors_overview","name":"Ahrefs Rank Tracker Competitors Overview","description":"Get competitor rankings for the keywords tracked in an Ahrefs Rank Tracker project: each tracked keyword\'s volume and difficulty alongside every competitor\'s position, traffic, and traffic value. This endpoint is free and does not consume API units.","version":"1.0.0","params":{"projectId":{"type":"number","required":true,"visibility":"user-or-llm","description":"The Rank Tracker project ID (found in the project URL in Ahrefs)"},"date":{"type":"string","required":true,"visibility":"user-only","description":"Date to report rankings for, in YYYY-MM-DD format"},"device":{"type":"string","required":true,"visibility":"user-or-llm","description":"Rankings device type: \\"desktop\\" or \\"mobile\\""},"dateCompared":{"type":"string","required":false,"visibility":"user-only","description":"Comparison date in YYYY-MM-DD format, to compute position/traffic deltas"},"volumeMode":{"type":"string","required":false,"visibility":"user-or-llm","description":"Search volume calculation: \\"monthly\\" or \\"average\\" (default: \\"monthly\\")"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of results to return. Example: 50 (default: 1000)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Ahrefs API Key"}}},"ahrefs_rank_tracker_competitors_stats":{"id":"ahrefs_rank_tracker_competitors_stats","name":"Ahrefs Rank Tracker Competitors Stats","description":"Get aggregate competitor stats for an Ahrefs Rank Tracker project: each competitor\'s traffic, traffic value, average position, and share of voice across all tracked keywords. This endpoint is free and does not consume API units.","version":"1.0.0","params":{"projectId":{"type":"number","required":true,"visibility":"user-or-llm","description":"The Rank Tracker project ID (found in the project URL in Ahrefs)"},"date":{"type":"string","required":true,"visibility":"user-only","description":"Date to report metrics for, in YYYY-MM-DD format"},"device":{"type":"string","required":true,"visibility":"user-or-llm","description":"Rankings device type: \\"desktop\\" or \\"mobile\\""},"volumeMode":{"type":"string","required":false,"visibility":"user-or-llm","description":"Search volume calculation: \\"monthly\\" or \\"average\\" (default: \\"monthly\\")"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Ahrefs API Key"}}},"ahrefs_rank_tracker_overview":{"id":"ahrefs_rank_tracker_overview","name":"Ahrefs Rank Tracker Overview","description":"Get ranking overview metrics for the keywords tracked in an Ahrefs Rank Tracker project: position, search volume, keyword difficulty, and estimated traffic. This endpoint is free and does not consume API units.","version":"1.0.0","params":{"projectId":{"type":"number","required":true,"visibility":"user-or-llm","description":"The Rank Tracker project ID (found in the project URL in Ahrefs)"},"date":{"type":"string","required":true,"visibility":"user-only","description":"Date to report rankings for, in YYYY-MM-DD format"},"device":{"type":"string","required":true,"visibility":"user-or-llm","description":"Rankings device type: \\"desktop\\" or \\"mobile\\""},"dateCompared":{"type":"string","required":false,"visibility":"user-only","description":"Comparison date in YYYY-MM-DD format, to compute position/traffic deltas"},"volumeMode":{"type":"string","required":false,"visibility":"user-or-llm","description":"Search volume calculation: \\"monthly\\" or \\"average\\" (default: \\"monthly\\")"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of results to return. Example: 50 (default: 1000)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Ahrefs API Key"}}},"ahrefs_rank_tracker_serp_overview":{"id":"ahrefs_rank_tracker_serp_overview","name":"Ahrefs Rank Tracker SERP Overview","description":"Get the full SERP (search engine results page) for a keyword tracked in an Ahrefs Rank Tracker project, including every ranking URL with its position, title, and authority metrics. This endpoint is free and does not consume API units.","version":"1.0.0","params":{"projectId":{"type":"number","required":true,"visibility":"user-or-llm","description":"The Rank Tracker project ID (found in the project URL in Ahrefs)"},"keyword":{"type":"string","required":true,"visibility":"user-or-llm","description":"The tracked keyword to retrieve SERP data for"},"country":{"type":"string","required":true,"visibility":"user-or-llm","description":"Country code for the tracked keyword. Example: \\"us\\", \\"gb\\", \\"de\\""},"device":{"type":"string","required":true,"visibility":"user-or-llm","description":"Rankings device type: \\"desktop\\" or \\"mobile\\""},"topPositions":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of top organic positions to return (defaults to all available)"},"date":{"type":"string","required":false,"visibility":"user-only","description":"Timestamp to return the last available SERP Overview at, in YYYY-MM-DDThh:mm:ss format"},"locationId":{"type":"number","required":false,"visibility":"user-or-llm","description":"Location ID of the tracked keyword, if tracked at a specific location"},"languageCode":{"type":"string","required":false,"visibility":"user-or-llm","description":"Language code of the tracked keyword"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Ahrefs API Key"}}},"ahrefs_refdomains_history":{"id":"ahrefs_refdomains_history","name":"Ahrefs Referring Domains History","description":"Get the historical referring domains trend for a target domain or URL over a date range, grouped daily, weekly, or monthly.","version":"1.0.0","params":{"target":{"type":"string","required":true,"visibility":"user-or-llm","description":"The target domain or URL to analyze. Example: \\"example.com\\""},"dateFrom":{"type":"string","required":true,"visibility":"user-only","description":"Start date of the historical period, in YYYY-MM-DD format"},"dateTo":{"type":"string","required":false,"visibility":"user-only","description":"End date of the historical period, in YYYY-MM-DD format (defaults to today)"},"historyGrouping":{"type":"string","required":false,"visibility":"user-or-llm","description":"Time interval for grouping data points: \\"daily\\", \\"weekly\\", or \\"monthly\\" (default: \\"monthly\\")"},"mode":{"type":"string","required":false,"visibility":"user-or-llm","description":"Analysis mode: domain (entire domain), prefix (URL prefix), subdomains (include all subdomains, default), exact (exact URL match)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Ahrefs API Key"}}},"ahrefs_referring_domains":{"id":"ahrefs_referring_domains","name":"Ahrefs Referring Domains","description":"Get a list of domains that link to a target domain or URL. Returns unique referring domains with their domain rating, backlink counts, and discovery dates.","version":"1.0.0","params":{"target":{"type":"string","required":true,"visibility":"user-or-llm","description":"The target domain or URL to analyze. Example: \\"example.com\\" or \\"https://example.com/page\\""},"mode":{"type":"string","required":false,"visibility":"user-or-llm","description":"Analysis mode: domain (entire domain), prefix (URL prefix), subdomains (include all subdomains, default), exact (exact URL match). Example: \\"domain\\""},"history":{"type":"string","required":false,"visibility":"user-or-llm","description":"Historical scope: \\"live\\" (currently live), \\"all_time\\" (default, includes lost domains), or \\"since:YYYY-MM-DD\\" (domains found since a date)."},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of results to return. Example: 50 (default: 1000)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Ahrefs API Key"}}},"ahrefs_related_terms":{"id":"ahrefs_related_terms","name":"Ahrefs Related Terms","description":"Get keyword ideas related to a seed keyword: terms the same top-ranking pages also rank for (\\"also rank for\\") or also discuss (\\"also talk about\\"), with volume, difficulty, and CPC.","version":"1.0.0","params":{"keyword":{"type":"string","required":true,"visibility":"user-or-llm","description":"The seed keyword to find related terms for"},"country":{"type":"string","required":false,"visibility":"user-or-llm","description":"Country code for keyword data. Example: \\"us\\", \\"gb\\", \\"de\\" (default: \\"us\\")"},"terms":{"type":"string","required":false,"visibility":"user-or-llm","description":"Type of related keywords to return: \\"also_rank_for\\", \\"also_talk_about\\", or \\"all\\" (default: \\"all\\")"},"viewFor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Whether to derive related terms from the top 10 or top 100 ranking pages (default: \\"top_10\\")"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of results to return. Example: 50 (default: 1000)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Ahrefs API Key"}}},"ahrefs_site_audit_page_explorer":{"id":"ahrefs_site_audit_page_explorer","name":"Ahrefs Site Audit Page Explorer","description":"Get crawled pages from an Ahrefs Site Audit project with health and SEO metrics: HTTP status, title, link counts, backlinks, indexability, and traffic. Optionally filter to pages affected by a specific issue.","version":"1.0.0","params":{"projectId":{"type":"number","required":true,"visibility":"user-or-llm","description":"The Site Audit project ID (found in the project URL in Ahrefs)"},"date":{"type":"string","required":false,"visibility":"user-only","description":"Crawl date in YYYY-MM-DDThh:mm:ss format (defaults to the most recent crawl)"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of results to return. Example: 50 (default: 1000)"},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to skip, for pagination"},"issueId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Only return pages affected by this issue ID"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Ahrefs API Key"}}},"ahrefs_top_pages":{"id":"ahrefs_top_pages","name":"Ahrefs Top Pages","description":"Get the top pages of a target domain sorted by organic traffic. Returns page URLs with their traffic, keyword counts, and estimated traffic value.","version":"1.0.0","params":{"target":{"type":"string","required":true,"visibility":"user-or-llm","description":"The target domain to analyze. Example: \\"example.com\\""},"country":{"type":"string","required":false,"visibility":"user-or-llm","description":"Country code for traffic data. Example: \\"us\\", \\"gb\\", \\"de\\" (default: \\"us\\")"},"mode":{"type":"string","required":false,"visibility":"user-or-llm","description":"Analysis mode: domain (entire domain), prefix (URL prefix), subdomains (include all subdomains, default), exact (exact URL match). Example: \\"domain\\""},"date":{"type":"string","required":false,"visibility":"user-only","description":"Date to report metrics on, in YYYY-MM-DD format (defaults to today)"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of results to return. Example: 50 (default: 1000)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Ahrefs API Key"}}},"airtable_create_records":{"id":"airtable_create_records","name":"Airtable Create Records","description":"Write new records to an Airtable table","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token"},"baseId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Airtable base ID (starts with \\"app\\", e.g., \\"appXXXXXXXXXXXXXX\\")"},"tableId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Table ID (starts with \\"tbl\\") or table name"},"records":{"type":"json","required":true,"visibility":"user-or-llm","description":"Array of records to create, each with a `fields` object"},"typecast":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"When true, Airtable automatically converts string values to the field type"}},"oauth":{"required":true,"provider":"airtable"}},"airtable_delete_records":{"id":"airtable_delete_records","name":"Airtable Delete Records","description":"Delete one or more records from an Airtable table by ID","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token"},"baseId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Airtable base ID (starts with \\"app\\", e.g., \\"appXXXXXXXXXXXXXX\\")"},"tableId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Table ID (starts with \\"tbl\\") or table name"},"recordIds":{"type":"json","required":true,"visibility":"user-or-llm","description":"Array of record IDs to delete (each starts with \\"rec\\", e.g., [\\"recXXXXXXXXXXXXXX\\"]). Pass a single-element array to delete one record."}},"oauth":{"required":true,"provider":"airtable"}},"airtable_get_base_schema":{"id":"airtable_get_base_schema","name":"Airtable Get Base Schema","description":"Get the schema of all tables, fields, and views in an Airtable base","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token"},"baseId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Airtable base ID (starts with \\"app\\", e.g., \\"appXXXXXXXXXXXXXX\\")"}},"oauth":{"required":true,"provider":"airtable"}},"airtable_get_record":{"id":"airtable_get_record","name":"Airtable Get Record","description":"Retrieve a single record from an Airtable table by its ID","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token"},"baseId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Airtable base ID (starts with \\"app\\", e.g., \\"appXXXXXXXXXXXXXX\\")"},"tableId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Table ID (starts with \\"tbl\\") or table name"},"recordId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Record ID to retrieve (starts with \\"rec\\", e.g., \\"recXXXXXXXXXXXXXX\\")"}},"oauth":{"required":true,"provider":"airtable"}},"airtable_list_bases":{"id":"airtable_list_bases","name":"Airtable List Bases","description":"List all bases the authenticated user has access to","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token"},"offset":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination offset for retrieving additional bases"}},"oauth":{"required":true,"provider":"airtable"}},"airtable_list_records":{"id":"airtable_list_records","name":"Airtable List Records","description":"Read records from an Airtable table","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token"},"baseId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Airtable base ID (starts with \\"app\\", e.g., \\"appXXXXXXXXXXXXXX\\")"},"tableId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Table ID (starts with \\"tbl\\") or table name"},"maxRecords":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of records to return (default: all records)"},"filterFormula":{"type":"string","required":false,"visibility":"user-or-llm","description":"Formula to filter records (e.g., \\"({Field Name} = \'Value\')\\")"}},"oauth":{"required":true,"provider":"airtable"}},"airtable_list_tables":{"id":"airtable_list_tables","name":"Airtable List Tables","description":"List all tables and their schema in an Airtable base","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token"},"baseId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Airtable base ID (starts with \\"app\\", e.g., \\"appXXXXXXXXXXXXXX\\")"}},"oauth":{"required":true,"provider":"airtable"}},"airtable_update_multiple_records":{"id":"airtable_update_multiple_records","name":"Airtable Update Multiple Records","description":"Update multiple existing records in an Airtable table","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token"},"baseId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Airtable base ID (starts with \\"app\\", e.g., \\"appXXXXXXXXXXXXXX\\")"},"tableId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Table ID (starts with \\"tbl\\") or table name"},"records":{"type":"json","required":true,"visibility":"user-or-llm","description":"Array of records to update, each with an `id` and a `fields` object"},"typecast":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"When true, Airtable automatically converts string values to the field type"}},"oauth":{"required":true,"provider":"airtable"}},"airtable_update_record":{"id":"airtable_update_record","name":"Airtable Update Record","description":"Update an existing record in an Airtable table by ID","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token"},"baseId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Airtable base ID (starts with \\"app\\", e.g., \\"appXXXXXXXXXXXXXX\\")"},"tableId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Table ID (starts with \\"tbl\\") or table name"},"recordId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Record ID to update (starts with \\"rec\\", e.g., \\"recXXXXXXXXXXXXXX\\")"},"fields":{"type":"json","required":true,"visibility":"user-or-llm","description":"An object containing the field names and their new values"},"typecast":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"When true, Airtable automatically converts string values to the field type"}},"oauth":{"required":true,"provider":"airtable"}},"airtable_upsert_records":{"id":"airtable_upsert_records","name":"Airtable Upsert Records","description":"Update existing records or create new ones in an Airtable table, matching on the specified merge fields","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token"},"baseId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Airtable base ID (starts with \\"app\\", e.g., \\"appXXXXXXXXXXXXXX\\")"},"tableId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Table ID (starts with \\"tbl\\") or table name"},"records":{"type":"json","required":true,"visibility":"user-or-llm","description":"Array of records to upsert, each with a `fields` object"},"fieldsToMergeOn":{"type":"json","required":true,"visibility":"user-or-llm","description":"Array of field names used to match existing records (max 3). A record is updated when all merge fields match, otherwise it is created. Example: [\\"Name\\"]"},"typecast":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"When true, Airtable automatically converts string values to the field type"}},"oauth":{"required":true,"provider":"airtable"}},"airweave_search":{"id":"airweave_search","name":"Airweave Search","description":"Search your synced data collections using Airweave. Supports semantic search with hybrid, neural, or keyword retrieval strategies. Optionally generate AI-powered answers from search results.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Airweave API Key for authentication"},"collectionId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The readable ID of the collection to search"},"query":{"type":"string","required":true,"visibility":"user-or-llm","description":"The search query text"},"limit":{"type":"number","required":false,"visibility":"user-only","description":"Maximum number of results to return (default: 100)"},"retrievalStrategy":{"type":"string","required":false,"visibility":"user-or-llm","description":"Retrieval strategy: hybrid (default), neural, or keyword"},"expandQuery":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Generate query variations to improve recall"},"rerank":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Reorder results for improved relevance using LLM"},"generateAnswer":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Generate a natural-language answer to the query"}}},"algolia_add_record":{"id":"algolia_add_record","name":"Algolia Add Record","description":"Add or replace a record in an Algolia index","version":"1.0","params":{"applicationId":{"type":"string","required":true,"visibility":"user-only","description":"Algolia Application ID"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Algolia Admin API Key"},"indexName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name of the Algolia index"},"objectID":{"type":"string","required":false,"visibility":"user-or-llm","description":"Object ID for the record (auto-generated if not provided)"},"record":{"type":"json","required":true,"visibility":"user-or-llm","description":"JSON object representing the record to add"}}},"algolia_batch_operations":{"id":"algolia_batch_operations","name":"Algolia Batch Operations","description":"Perform batch add, update, partial update, or delete operations on records in an Algolia index","version":"1.0","params":{"applicationId":{"type":"string","required":true,"visibility":"user-only","description":"Algolia Application ID"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Algolia Admin API Key"},"indexName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name of the Algolia index"},"requests":{"type":"json","required":true,"visibility":"user-or-llm","description":"Array of batch operations. 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Not available for EU data-residency projects.","version":"1.0.0","params":{"secretKey":{"type":"string","required":true,"visibility":"user-only","description":"Amplitude Secret Key"},"userId":{"type":"string","required":false,"visibility":"user-or-llm","description":"External user ID (required if no device_id)"},"deviceId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Device ID (required if no user_id)"},"getAmpProps":{"type":"string","required":false,"visibility":"user-or-llm","description":"Include Amplitude user properties (true/false, default: false)"},"getCohortIds":{"type":"string","required":false,"visibility":"user-or-llm","description":"Include cohort IDs the user belongs to (true/false, default: false)"},"getComputations":{"type":"string","required":false,"visibility":"user-or-llm","description":"Include computed user properties (true/false, default: false)"}}},"amplitude_user_search":{"id":"amplitude_user_search","name":"Amplitude User Search","description":"Search for a user by User ID, Device ID, or Amplitude ID using the Dashboard REST API.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Amplitude API Key"},"secretKey":{"type":"string","required":true,"visibility":"user-only","description":"Amplitude Secret Key"},"user":{"type":"string","required":true,"visibility":"user-or-llm","description":"User ID, Device ID, or Amplitude ID to search for"},"dataResidency":{"type":"string","required":false,"visibility":"user-or-llm","description":"Data residency region: \\"us\\" (default) or \\"eu\\""}}},"apify_get_dataset_items":{"id":"apify_get_dataset_items","name":"APIFY Get Dataset Items","description":"Retrieve items stored in an APIFY dataset","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"APIFY API token from console.apify.com/account#/integrations"},"datasetId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Dataset ID to read items from. 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Example: \\"HG7ML7M8z78YcAPEB\\""}}},"apify_run_actor_async":{"id":"apify_run_actor_async","name":"APIFY Run Actor (Async)","description":"Run an APIFY actor asynchronously with polling for long-running tasks","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"APIFY API token from console.apify.com/account#/integrations"},"actorId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Actor ID or username/actor-name. Examples: \\"apify/web-scraper\\", \\"janedoe/my-actor\\", \\"moJRLRc85AitArpNN\\""},"input":{"type":"string","required":false,"visibility":"user-or-llm","description":"Actor input as JSON string. Example: {\\"startUrls\\": [{\\"url\\": \\"https://example.com\\"}], \\"maxPages\\": 10}"},"waitForFinish":{"type":"number","required":false,"visibility":"user-or-llm","description":"Initial wait time in seconds (0-60) before polling starts. Example: 30"},"itemLimit":{"type":"number","required":false,"default":100,"visibility":"user-or-llm","description":"Max dataset items to fetch (1-250000). Default: 100. Example: 500"},"memory":{"type":"number","required":false,"visibility":"user-or-llm","description":"Memory in megabytes allocated for the actor run (128-32768). Example: 1024 for 1GB, 2048 for 2GB"},"timeout":{"type":"number","required":false,"visibility":"user-or-llm","description":"Timeout in seconds for the actor run. Example: 300 for 5 minutes, 3600 for 1 hour"},"build":{"type":"string","required":false,"visibility":"user-or-llm","description":"Actor build to run. Examples: \\"latest\\", \\"beta\\", \\"1.2.3\\", \\"build-tag-name\\""}}},"apify_run_actor_sync":{"id":"apify_run_actor_sync","name":"APIFY Run Actor (Sync)","description":"Run an APIFY actor synchronously and get results (max 5 minutes)","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"APIFY API token from console.apify.com/account#/integrations"},"actorId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Actor ID or username/actor-name. Examples: \\"apify/web-scraper\\", \\"janedoe/my-actor\\", \\"moJRLRc85AitArpNN\\""},"input":{"type":"string","required":false,"visibility":"user-or-llm","description":"Actor input as JSON string. Example: {\\"startUrls\\": [{\\"url\\": \\"https://example.com\\"}], \\"maxPages\\": 10}"},"memory":{"type":"number","required":false,"visibility":"user-or-llm","description":"Memory in megabytes allocated for the actor run (128-32768). Example: 1024 for 1GB, 2048 for 2GB"},"timeout":{"type":"number","required":false,"visibility":"user-or-llm","description":"Timeout in seconds for the actor run. Example: 300 for 5 minutes, 3600 for 1 hour"},"build":{"type":"string","required":false,"visibility":"user-or-llm","description":"Actor build to run. Examples: \\"latest\\", \\"beta\\", \\"1.2.3\\", \\"build-tag-name\\""}}},"apify_run_task":{"id":"apify_run_task","name":"APIFY Run Task","description":"Run a saved APIFY actor task synchronously and get dataset items (max 5 minutes)","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"APIFY API token from console.apify.com/account#/integrations"},"taskId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Task ID or username/task-name. Examples: \\"janedoe/my-task\\", \\"moJRLRc85AitArpNN\\""},"input":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON string that overrides the task\'s saved input. Example: {\\"startUrls\\": [{\\"url\\": \\"https://example.com\\"}]}"},"itemLimit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Max dataset items to return (1-250000). Example: 500"},"memory":{"type":"number","required":false,"visibility":"user-or-llm","description":"Memory in megabytes allocated for the run (128-32768). Example: 1024 for 1GB"},"timeout":{"type":"number","required":false,"visibility":"user-or-llm","description":"Timeout in seconds for the run. Example: 300 for 5 minutes"},"build":{"type":"string","required":false,"visibility":"user-or-llm","description":"Actor build to run. Examples: \\"latest\\", \\"beta\\", \\"1.2.3\\""}}},"apollo_account_bulk_create":{"id":"apollo_account_bulk_create","name":"Apollo Bulk Create Accounts","description":"Create up to 100 accounts at once in your Apollo database. Set run_dedupe=true to deduplicate by domain, organization_id, and name. Master key required.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Apollo API key (master key required)"},"accounts":{"type":"array","required":true,"visibility":"user-or-llm","description":"Array of accounts to create (max 100). 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Master key required.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Apollo API key (master key required)"},"account_ids":{"type":"array","required":false,"visibility":"user-or-llm","description":"Array of account IDs to update with the same values (max 1000). Use with name/owner_id for uniform updates. Use either this OR account_attributes."},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"When using account_ids, apply this name to all accounts"},"owner_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"When using account_ids, apply this owner to all accounts"},"account_stage_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"When using account_ids, apply this account stage to all accounts"},"account_attributes":{"type":"json","required":false,"visibility":"user-or-llm","description":"Array of account objects with individual updates (each must include id). Example: [{\\"id\\": \\"acc1\\", \\"name\\": \\"Acme\\", \\"owner_id\\": \\"u1\\", \\"account_stage_id\\": \\"s1\\", \\"typed_custom_fields\\": {\\"field_id\\": \\"value\\"}}]"},"async":{"type":"boolean","required":false,"visibility":"user-only","description":"When true, processes the update asynchronously. Only supported when using account_ids; returns 422 if used with account_attributes."}}},"apollo_account_create":{"id":"apollo_account_create","name":"Apollo Create Account","description":"Create a new account (company) in your Apollo database","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Apollo API key (master key required)"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Company name (e.g., \\"Acme Corporation\\")"},"domain":{"type":"string","required":false,"visibility":"user-or-llm","description":"Company domain without www. prefix (e.g., \\"acme.com\\")"},"phone":{"type":"string","required":false,"visibility":"user-or-llm","description":"Primary phone number for the account"},"owner_id":{"type":"string","required":false,"visibility":"user-only","description":"Apollo user ID of the account owner"},"account_stage_id":{"type":"string","required":false,"visibility":"user-only","description":"Apollo ID for the account stage to assign this account to"},"raw_address":{"type":"string","required":false,"visibility":"user-or-llm","description":"Corporate location (e.g., \\"San Francisco, CA, USA\\")"},"typed_custom_fields":{"type":"json","required":false,"visibility":"user-only","description":"Custom field values as { custom_field_id: value } map"}}},"apollo_account_search":{"id":"apollo_account_search","name":"Apollo Search Accounts","description":"Search your team\'s accounts in Apollo. Display limit: 50,000 records (100 records per page, 500 pages max). Use filters to narrow results. Master key required.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Apollo API key (master key required)"},"q_organization_name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter accounts by organization name (partial-match search)"},"account_stage_ids":{"type":"array","required":false,"visibility":"user-only","description":"Filter by account stage IDs"},"account_label_ids":{"type":"array","required":false,"visibility":"user-only","description":"Filter by account label IDs"},"sort_by_field":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort field: \\"account_last_activity_date\\", \\"account_created_at\\", or \\"account_updated_at\\""},"sort_ascending":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Sort ascending when true. Defaults to descending."},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number for pagination (e.g., 1, 2, 3)"},"per_page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Results per page, max 100 (e.g., 25, 50, 100)"}}},"apollo_account_update":{"id":"apollo_account_update","name":"Apollo Update Account","description":"Update an existing account in your Apollo database","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Apollo API key"},"account_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the account to update (e.g., \\"acc_abc123\\")"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Company name (e.g., \\"Acme Corporation\\")"},"domain":{"type":"string","required":false,"visibility":"user-or-llm","description":"Company domain (e.g., \\"acme.com\\")"},"phone":{"type":"string","required":false,"visibility":"user-or-llm","description":"Company phone number"},"owner_id":{"type":"string","required":false,"visibility":"user-only","description":"Apollo user ID of the account owner"},"account_stage_id":{"type":"string","required":false,"visibility":"user-only","description":"Apollo ID for the account stage to assign this account to"},"raw_address":{"type":"string","required":false,"visibility":"user-or-llm","description":"Corporate location (e.g., \\"San Francisco, CA, USA\\")"},"typed_custom_fields":{"type":"json","required":false,"visibility":"user-only","description":"Custom field values as { custom_field_id: value } map"}}},"apollo_contact_bulk_create":{"id":"apollo_contact_bulk_create","name":"Apollo Bulk Create Contacts","description":"Create up to 100 contacts at once in your Apollo database. Supports deduplication to prevent creating duplicate contacts. Master key required.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Apollo API key (master key required)"},"contacts":{"type":"array","required":true,"visibility":"user-or-llm","description":"Array of contacts to create (max 100). Each contact may include first_name, last_name, email, title, organization_name, account_id, owner_id, contact_stage_id, linkedin_url, phone (single string) or phone_numbers (array of {raw_number, position}), contact_emails, typed_custom_fields, and CRM IDs (salesforce_contact_id, hubspot_id, team_id) for cross-system matching"},"append_label_names":{"type":"array","required":false,"visibility":"user-or-llm","description":"Label names to add to all contacts in this request (e.g., [\\"Hot Lead\\"])"},"run_dedupe":{"type":"boolean","required":false,"visibility":"user-only","description":"Enable deduplication to prevent creating duplicate contacts. When true, existing contacts are returned without modification"}}},"apollo_contact_bulk_update":{"id":"apollo_contact_bulk_update","name":"Apollo Bulk Update Contacts","description":"Update up to 100 existing contacts at once in your Apollo database. Each contact must include an id field. Master key required.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Apollo API key (master key required)"},"contact_ids":{"type":"array","required":false,"visibility":"user-or-llm","description":"Array of contact IDs to update. Must be paired with an object-form contact_attributes specifying the fields to apply uniformly to all listed contacts."},"contact_attributes":{"type":"json","required":false,"visibility":"user-or-llm","description":"Required. Either an array of per-contact updates (each with id) — used standalone — or a single object of attributes to apply to all contact_ids. Supported fields: owner_id, email, organization_name, title, first_name, last_name, account_id, present_raw_address, linkedin_url, typed_custom_fields"},"async":{"type":"boolean","required":false,"visibility":"user-only","description":"Force asynchronous processing. Automatically enabled for >100 contacts"}}},"apollo_contact_create":{"id":"apollo_contact_create","name":"Apollo Create Contact","description":"Create a new contact in your Apollo database","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Apollo API key"},"first_name":{"type":"string","required":true,"visibility":"user-or-llm","description":"First name of the contact"},"last_name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Last name of the contact"},"email":{"type":"string","required":false,"visibility":"user-or-llm","description":"Email address of the contact"},"title":{"type":"string","required":false,"visibility":"user-or-llm","description":"Job title (e.g., \\"VP of Sales\\", \\"Software Engineer\\")"},"account_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"Apollo account ID to associate with (e.g., \\"acc_abc123\\")"},"owner_id":{"type":"string","required":false,"visibility":"user-only","description":"User ID of the contact owner (accepted by Apollo but not officially documented for POST /contacts)"},"organization_name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Name of the contact\'s employer (e.g., \\"Apollo\\")"},"website_url":{"type":"string","required":false,"visibility":"user-or-llm","description":"Corporate website URL (e.g., \\"https://www.apollo.io/\\")"},"label_names":{"type":"array","required":false,"visibility":"user-or-llm","description":"Lists/labels to add the contact to (e.g., [\\"Prospects\\"])"},"contact_stage_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"Apollo ID for the contact stage"},"present_raw_address":{"type":"string","required":false,"visibility":"user-or-llm","description":"Personal location for the contact (e.g., \\"Atlanta, United States\\")"},"direct_phone":{"type":"string","required":false,"visibility":"user-or-llm","description":"Primary phone number"},"corporate_phone":{"type":"string","required":false,"visibility":"user-or-llm","description":"Work/office phone number"},"mobile_phone":{"type":"string","required":false,"visibility":"user-or-llm","description":"Mobile phone number"},"home_phone":{"type":"string","required":false,"visibility":"user-or-llm","description":"Home phone number"},"other_phone":{"type":"string","required":false,"visibility":"user-or-llm","description":"Alternative phone number"},"typed_custom_fields":{"type":"json","required":false,"visibility":"user-or-llm","description":"Custom field values keyed by custom field ID"},"run_dedupe":{"type":"boolean","required":false,"visibility":"user-only","description":"When true, Apollo deduplicates against existing contacts"}}},"apollo_contact_search":{"id":"apollo_contact_search","name":"Apollo Search Contacts","description":"Search your team\'s contacts in Apollo","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Apollo API key"},"q_keywords":{"type":"string","required":false,"visibility":"user-or-llm","description":"Keywords to search for"},"contact_stage_ids":{"type":"array","required":false,"visibility":"user-only","description":"Filter by contact stage IDs"},"contact_label_ids":{"type":"array","required":false,"visibility":"user-only","description":"Filter by Apollo label IDs (lists)"},"sort_by_field":{"type":"string","required":false,"visibility":"user-only","description":"Sort field: contact_last_activity_date, contact_email_last_opened_at, contact_email_last_clicked_at, contact_created_at, or contact_updated_at"},"sort_ascending":{"type":"boolean","required":false,"visibility":"user-only","description":"When true, sort ascending. Must be used together with sort_by_field"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number for pagination (e.g., 1, 2, 3)"},"per_page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Results per page, max 100 (e.g., 25, 50, 100)"}}},"apollo_contact_update":{"id":"apollo_contact_update","name":"Apollo Update Contact","description":"Update an existing contact in your Apollo database","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Apollo API key"},"contact_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the contact to update (e.g., \\"con_abc123\\")"},"first_name":{"type":"string","required":false,"visibility":"user-or-llm","description":"First name of the contact"},"last_name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Last name of the contact"},"email":{"type":"string","required":false,"visibility":"user-or-llm","description":"Email address"},"title":{"type":"string","required":false,"visibility":"user-or-llm","description":"Job title (e.g., \\"VP of Sales\\", \\"Software Engineer\\")"},"account_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"Apollo account ID (e.g., \\"acc_abc123\\")"},"owner_id":{"type":"string","required":false,"visibility":"user-only","description":"User ID of the contact owner (accepted by Apollo but not officially documented for PATCH /contacts/{id})"},"organization_name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Name of the contact\'s employer (e.g., \\"Apollo\\")"},"website_url":{"type":"string","required":false,"visibility":"user-or-llm","description":"Corporate website URL (e.g., \\"https://www.apollo.io/\\")"},"label_names":{"type":"array","required":false,"visibility":"user-or-llm","description":"Lists/labels to add the 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Optionally specify interview plan, stage, source, and credited user.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Ashby API Key"},"candidateId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The UUID of the candidate to consider for the job"},"jobId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The UUID of the job to consider the candidate for"},"interviewPlanId":{"type":"string","required":false,"visibility":"user-or-llm","description":"UUID of the interview plan to use (defaults to the job default plan)"},"interviewStageId":{"type":"string","required":false,"visibility":"user-or-llm","description":"UUID of the interview stage to place the application in (defaults to first Lead stage)"},"sourceId":{"type":"string","required":false,"visibility":"user-or-llm","description":"UUID of the source to set on the application"},"creditedToUserId":{"type":"string","required":false,"visibility":"user-or-llm","description":"UUID of the user the application is credited to"},"createdAt":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO 8601 timestamp to set as the application creation date (defaults to now)"}}},"ashby_create_candidate":{"id":"ashby_create_candidate","name":"Ashby Create Candidate","description":"Creates a new candidate record in Ashby.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Ashby API Key"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"The candidate full name"},"email":{"type":"string","required":false,"visibility":"user-or-llm","description":"Primary email address for the candidate"},"phoneNumber":{"type":"string","required":false,"visibility":"user-or-llm","description":"Primary phone number for the candidate"},"linkedInUrl":{"type":"string","required":false,"visibility":"user-or-llm","description":"LinkedIn profile URL"},"githubUrl":{"type":"string","required":false,"visibility":"user-or-llm","description":"GitHub profile URL"},"website":{"type":"string","required":false,"visibility":"user-or-llm","description":"Personal website URL"},"sourceId":{"type":"string","required":false,"visibility":"user-or-llm","description":"UUID of the source to attribute the candidate to"},"creditedToUserId":{"type":"string","required":false,"visibility":"user-or-llm","description":"UUID of the Ashby user to credit with sourcing this candidate"},"createdAt":{"type":"string","required":false,"visibility":"user-or-llm","description":"Backdated creation timestamp in ISO 8601 (e.g. 2024-01-01T00:00:00Z). Defaults to now."},"alternateEmailAddresses":{"type":"json","required":false,"visibility":"user-or-llm","description":"Array of additional email address strings to add to the candidate, e.g. [\\"a@x.com\\",\\"b@y.com\\"]"}}},"ashby_create_note":{"id":"ashby_create_note","name":"Ashby Create Note","description":"Creates a note on a candidate in Ashby. Supports plain text and HTML content (bold, italic, underline, links, lists, code).","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Ashby API Key"},"candidateId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The UUID of the candidate to add the note to"},"note":{"type":"string","required":true,"visibility":"user-or-llm","description":"The note content. If noteType is text/html, supports: <b>, <i>, <u>, <a>, <ul>, <ol>, <li>, <code>, <pre>"},"noteType":{"type":"string","required":false,"visibility":"user-or-llm","description":"Content type of the note: text/plain (default) or text/html"},"sendNotifications":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to send notifications to subscribed users (default false)"},"isPrivate":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the note is private (only visible to the author)"},"createdAt":{"type":"string","required":false,"visibility":"user-or-llm","description":"Backdated creation timestamp in ISO 8601 (e.g. 2024-01-01T00:00:00Z). Defaults to now."}}},"ashby_get_application":{"id":"ashby_get_application","name":"Ashby Get Application","description":"Retrieves full details about a single application by its ID.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Ashby API Key"},"applicationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The UUID of the application to fetch"}}},"ashby_get_candidate":{"id":"ashby_get_candidate","name":"Ashby Get Candidate","description":"Retrieves full details about a single candidate by their ID.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Ashby API Key"},"candidateId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The UUID of the candidate to fetch"}}},"ashby_get_job":{"id":"ashby_get_job","name":"Ashby Get Job","description":"Retrieves full details about a single job by its ID.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Ashby API Key"},"jobId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The UUID of the job to fetch"}}},"ashby_get_job_posting":{"id":"ashby_get_job_posting","name":"Ashby Get Job Posting","description":"Retrieves full details about a single job posting by its ID.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Ashby API Key"},"jobPostingId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The UUID of the job posting to fetch"},"jobBoardId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Optional job board UUID. If omitted, returns posting for the external job board."},"expandJob":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to expand and include the related job object in the response"}}},"ashby_get_offer":{"id":"ashby_get_offer","name":"Ashby Get Offer","description":"Retrieves full details about a single offer by its ID.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Ashby API Key"},"offerId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The UUID of the offer to fetch"}}},"ashby_list_applications":{"id":"ashby_list_applications","name":"Ashby List Applications","description":"Lists all applications in an Ashby organization with pagination and optional filters for status, job, and creation date.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Ashby API 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token from a previous response to fetch only changed results"},"perPage":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (default 100)"}}},"ashby_list_candidates":{"id":"ashby_list_candidates","name":"Ashby List Candidates","description":"Lists all candidates in an Ashby organization with cursor-based pagination.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Ashby API Key"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Opaque pagination cursor from a previous response nextCursor value"},"perPage":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (default 100)"},"createdAfter":{"type":"string","required":false,"visibility":"user-or-llm","description":"Only return candidates created after this ISO 8601 timestamp (e.g. 2024-01-01T00:00:00Z)"}}},"ashby_list_custom_fields":{"id":"ashby_list_custom_fields","name":"Ashby List Custom Fields","description":"Lists all custom field definitions configured in Ashby.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Ashby API Key"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Opaque pagination cursor from a previous response nextCursor value"},"perPage":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (default and max 100)"},"syncToken":{"type":"string","required":false,"visibility":"user-or-llm","description":"Opaque token from a prior sync to fetch only items changed since then"},"includeArchived":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"When true, includes archived custom fields in results (default false)"}}},"ashby_list_departments":{"id":"ashby_list_departments","name":"Ashby List Departments","description":"Lists all departments in Ashby.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Ashby API Key"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Opaque pagination cursor from a previous response nextCursor value"},"perPage":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (default and max 100)"},"syncToken":{"type":"string","required":false,"visibility":"user-or-llm","description":"Opaque token from a prior sync to fetch only items changed since then"},"includeArchived":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"When true, includes archived departments in results (default false)"}}},"ashby_list_interviews":{"id":"ashby_list_interviews","name":"Ashby List Interview Schedules","description":"Lists interview schedules in Ashby, optionally filtered by application or interview stage.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Ashby API Key"},"applicationId":{"type":"string","required":false,"visibility":"user-or-llm","description":"The UUID of the application to list interview schedules for"},"interviewStageId":{"type":"string","required":false,"visibility":"user-or-llm","description":"The UUID of the interview stage to list interview schedules for"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Opaque pagination cursor from a previous response nextCursor value"},"perPage":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (default 100)"},"createdAfter":{"type":"string","required":false,"visibility":"user-or-llm","description":"Only return interview schedules created after this ISO 8601 timestamp (e.g. 2024-01-01T00:00:00Z)"}}},"ashby_list_job_postings":{"id":"ashby_list_job_postings","name":"Ashby List Job Postings","description":"Lists all job postings in Ashby.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Ashby API Key"},"location":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by location name (case sensitive)"},"department":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by department name (case sensitive)"},"listedOnly":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"When true, only returns listed (publicly visible) job postings (default false)"},"jobBoardId":{"type":"string","required":false,"visibility":"user-or-llm","description":"UUID of a specific job board to filter postings to. If omitted, returns postings on the primary external job board."}}},"ashby_list_jobs":{"id":"ashby_list_jobs","name":"Ashby List Jobs","description":"Lists all jobs in an Ashby organization. By default returns Open, Closed, and Archived jobs. Specify status to filter.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Ashby API Key"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Opaque pagination cursor from a previous response nextCursor value"},"perPage":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (default 100)"},"status":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by job status: Open, Closed, Archived, or Draft"},"createdAfter":{"type":"string","required":false,"visibility":"user-or-llm","description":"Only return jobs created after this ISO 8601 timestamp (e.g. 2024-01-01T00:00:00Z)"},"openedAfter":{"type":"string","required":false,"visibility":"user-or-llm","description":"Only return jobs opened after this ISO 8601 timestamp"},"openedBefore":{"type":"string","required":false,"visibility":"user-or-llm","description":"Only return jobs opened before this ISO 8601 timestamp"},"closedAfter":{"type":"string","required":false,"visibility":"user-or-llm","description":"Only return jobs closed after this ISO 8601 timestamp"},"closedBefore":{"type":"string","required":false,"visibility":"user-or-llm","description":"Only return jobs closed before this ISO 8601 timestamp"}}},"ashby_list_locations":{"id":"ashby_list_locations","name":"Ashby List Locations","description":"Lists all locations configured in Ashby.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Ashby API Key"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Opaque pagination cursor from a previous response nextCursor value"},"perPage":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (default and max 100)"},"syncToken":{"type":"string","required":false,"visibility":"user-or-llm","description":"Opaque token from a prior sync to fetch only items changed since then"},"includeArchived":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"When true, includes archived locations in results (default false)"},"includeLocationHierarchy":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"When true, includes location hierarchy components/regions (default false)"}}},"ashby_list_notes":{"id":"ashby_list_notes","name":"Ashby List Notes","description":"Lists all notes on a candidate with pagination support.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Ashby API Key"},"candidateId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The UUID of the candidate to list notes for"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Opaque pagination cursor from a previous response nextCursor value"},"perPage":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page"}}},"ashby_list_offers":{"id":"ashby_list_offers","name":"Ashby List Offers","description":"Lists all offers with their latest version in an Ashby organization.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Ashby API Key"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Opaque pagination cursor from a previous response nextCursor value"},"perPage":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page"},"createdAfter":{"type":"string","required":false,"visibility":"user-or-llm","description":"Only return offers created after this ISO 8601 timestamp (e.g. 2024-01-01T00:00:00Z)"},"syncToken":{"type":"string","required":false,"visibility":"user-or-llm","description":"Opaque token from a prior sync to fetch only items changed since then"},"applicationId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Return only offers for the specified application UUID"}}},"ashby_list_openings":{"id":"ashby_list_openings","name":"Ashby List Openings","description":"Lists all openings in Ashby with pagination.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Ashby API Key"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Opaque pagination cursor from a previous response nextCursor value"},"perPage":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (default 100)"},"createdAfter":{"type":"string","required":false,"visibility":"user-or-llm","description":"Only return openings created after this ISO 8601 timestamp (e.g. 2024-01-01T00:00:00Z)"}}},"ashby_list_sources":{"id":"ashby_list_sources","name":"Ashby List Sources","description":"Lists all candidate sources configured in Ashby.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Ashby API Key"},"includeArchived":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"When true, includes archived sources in results (default false)"}}},"ashby_list_users":{"id":"ashby_list_users","name":"Ashby List Users","description":"Lists all users in Ashby with pagination.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Ashby API Key"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Opaque pagination cursor from a previous response nextCursor value"},"perPage":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (default 100)"},"includeDeactivated":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"When true, includes deactivated users in results (default false)"}}},"ashby_remove_candidate_tag":{"id":"ashby_remove_candidate_tag","name":"Ashby Remove Candidate Tag","description":"Removes a tag from a candidate in Ashby and returns the updated candidate.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Ashby API Key"},"candidateId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The UUID of the candidate to remove the tag from"},"tagId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The UUID of the tag to remove"}}},"ashby_search_candidates":{"id":"ashby_search_candidates","name":"Ashby Search Candidates","description":"Searches for candidates by name and/or email with AND logic. Results are limited to 100 matches. Use candidate.list for full pagination.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Ashby API Key"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Candidate name to search for (combined with email using AND logic)"},"email":{"type":"string","required":false,"visibility":"user-or-llm","description":"Candidate email to search for (combined with name using AND logic)"}}},"ashby_update_candidate":{"id":"ashby_update_candidate","name":"Ashby Update Candidate","description":"Updates an existing candidate record in Ashby. Only provided fields are changed.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Ashby API Key"},"candidateId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The UUID of the candidate to update"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Updated full name"},"email":{"type":"string","required":false,"visibility":"user-or-llm","description":"Updated primary email address"},"phoneNumber":{"type":"string","required":false,"visibility":"user-or-llm","description":"Updated primary phone number"},"linkedInUrl":{"type":"string","required":false,"visibility":"user-or-llm","description":"LinkedIn profile URL"},"githubUrl":{"type":"string","required":false,"visibility":"user-or-llm","description":"GitHub profile URL"},"websiteUrl":{"type":"string","required":false,"visibility":"user-or-llm","description":"Personal website URL"},"alternateEmail":{"type":"string","required":false,"visibility":"user-or-llm","description":"An additional email address to add to the candidate"},"sourceId":{"type":"string","required":false,"visibility":"user-or-llm","description":"UUID of the source to attribute the candidate to"},"creditedToUserId":{"type":"string","required":false,"visibility":"user-or-llm","description":"UUID of the Ashby user to credit with sourcing this candidate"},"createdAt":{"type":"string","required":false,"visibility":"user-or-llm","description":"Backdated creation timestamp in ISO 8601. Only updatable if originally backdated."},"sendNotifications":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to send a notification when the source is updated (default true)"},"socialLinks":{"type":"json","required":false,"visibility":"user-or-llm","description":"Array of social link objects to set on the candidate, e.g. [{\\"type\\":\\"LinkedIn\\",\\"url\\":\\"https://...\\"}]. 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Attio API"},"parentObject":{"type":"string","required":false,"visibility":"user-or-llm","description":"Object type slug to filter notes by (e.g. people, companies)"},"parentRecordId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Record ID to filter notes by"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of notes to return (default 10, max 50)"},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of notes to skip for pagination"}},"oauth":{"required":true,"provider":"attio"}},"attio_list_objects":{"id":"attio_list_objects","name":"Attio List Objects","description":"List all objects (system and custom) in the Attio workspace","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The OAuth access token for the Attio 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500)"},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of records to skip for pagination"}},"oauth":{"required":true,"provider":"attio"}},"attio_list_tasks":{"id":"attio_list_tasks","name":"Attio List Tasks","description":"List tasks in Attio, optionally filtered by record, assignee, or completion status","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The OAuth access token for the Attio API"},"linkedObject":{"type":"string","required":false,"visibility":"user-or-llm","description":"Object type slug to filter tasks by (requires linkedRecordId)"},"linkedRecordId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Record ID to filter tasks by (requires linkedObject)"},"assignee":{"type":"string","required":false,"visibility":"user-or-llm","description":"Assignee email or member ID to filter 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filter object for querying entries"},"sorts":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON array of sort objects (e.g. [{\\"attribute\\":\\"created_at\\",\\"direction\\":\\"desc\\"}])"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of entries to return (default 500)"},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of entries to skip for pagination"}},"oauth":{"required":true,"provider":"attio"}},"attio_search_records":{"id":"attio_search_records","name":"Attio Search Records","description":"Fuzzy search for records across object types in Attio","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The OAuth access token for the Attio API"},"query":{"type":"string","required":true,"visibility":"user-or-llm","description":"The search query (max 256 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[{\\"workspace_member_id\\":\\"...\\",\\"level\\":\\"read-and-write\\"}]"}},"oauth":{"required":true,"provider":"attio"}},"attio_update_list_entry":{"id":"attio_update_list_entry","name":"Attio Update List Entry","description":"Update entry attribute values on an Attio list entry (appends multiselect values)","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The OAuth access token for the Attio API"},"list":{"type":"string","required":true,"visibility":"user-or-llm","description":"The list ID or slug"},"entryId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The entry ID to update"},"entryValues":{"type":"string","required":true,"visibility":"user-or-llm","description":"JSON object of entry attribute values to update"}},"oauth":{"required":true,"provider":"attio"}},"attio_update_object":{"id":"attio_update_object","name":"Attio Update Object","description":"Update a custom object in Attio","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The OAuth access token for the Attio API"},"object":{"type":"string","required":true,"visibility":"user-or-llm","description":"The object ID or slug to update"},"apiSlug":{"type":"string","required":false,"visibility":"user-or-llm","description":"New API slug"},"singularNoun":{"type":"string","required":false,"visibility":"user-or-llm","description":"New singular display name"},"pluralNoun":{"type":"string","required":false,"visibility":"user-or-llm","description":"New plural display name"}},"oauth":{"required":true,"provider":"attio"}},"attio_update_record":{"id":"attio_update_record","name":"Attio Update Record","description":"Update an existing record in Attio (appends multiselect values)","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The OAuth access token for the Attio API"},"objectType":{"type":"string","required":true,"visibility":"user-or-llm","description":"The object type slug (e.g. people, companies)"},"recordId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the record to update"},"values":{"type":"string","required":true,"visibility":"user-or-llm","description":"JSON object of attribute values to update"}},"oauth":{"required":true,"provider":"attio"}},"attio_update_task":{"id":"attio_update_task","name":"Attio Update Task","description":"Update a task in Attio (deadline, completion status, linked records, assignees)","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The OAuth access token for the Attio API"},"taskId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the task to update"},"deadlineAt":{"type":"string","required":false,"visibility":"user-or-llm","description":"New deadline in ISO 8601 format"},"isCompleted":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the task is completed"},"linkedRecords":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON array of linked records"},"assignees":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON array of assignees"}},"oauth":{"required":true,"provider":"attio"}},"attio_update_webhook":{"id":"attio_update_webhook","name":"Attio Update Webhook","description":"Update a webhook in Attio (target URL and/or subscriptions)","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The OAuth access token for the Attio API"},"webhookId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The webhook ID to update"},"targetUrl":{"type":"string","required":false,"visibility":"user-or-llm","description":"HTTPS target URL for webhook delivery"},"subscriptions":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON array of subscriptions, e.g. [{\\"event_type\\":\\"note.created\\"}]"}},"oauth":{"required":true,"provider":"attio"}},"azure_devops_add_comment":{"id":"azure_devops_add_comment","name":"Azure DevOps Add Comment","description":"Add a comment to a work item in Azure DevOps.","version":"1.0.0","params":{"organization":{"type":"string","required":true,"visibility":"user-or-llm","description":"Azure DevOps organization name"},"project":{"type":"string","required":true,"visibility":"user-or-llm","description":"Azure DevOps project name"},"workItemId":{"type":"number","required":true,"visibility":"user-or-llm","description":"ID of the work item to comment on"},"text":{"type":"string","required":true,"visibility":"user-or-llm","description":"Comment text (HTML supported, e.g. \\"<p>My comment</p>\\")"},"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Azure DevOps Personal Access Token (scopes: Work Items: Read & Write)"}}},"azure_devops_create_work_item":{"id":"azure_devops_create_work_item","name":"Azure DevOps Create Work Item","description":"Create a new Basic-process work item (Issue, Task, or Epic) in Azure DevOps. 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Use Issue for bug or defect tracking."},"title":{"type":"string","required":true,"visibility":"user-or-llm","description":"Title of the new work item"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"HTML description of the work item (optional)"},"assignedTo":{"type":"string","required":false,"visibility":"user-or-llm","description":"Email or display name of the user to assign the work item to (optional)"},"priority":{"type":"number","required":false,"visibility":"user-or-llm","description":"Priority of the work item (1 = Critical, 2 = High, 3 = Medium, 4 = Low)"},"effort":{"type":"number","required":false,"visibility":"user-or-llm","description":"Effort (Microsoft.VSTS.Scheduling.Effort). Basic process: Issue only."},"startDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Start date (Microsoft.VSTS.Scheduling.StartDate), ISO 8601. Basic process: Epic only."},"targetDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Target date (Microsoft.VSTS.Scheduling.TargetDate), ISO 8601. Basic process: Epic only."},"activity":{"type":"string","required":false,"visibility":"user-or-llm","description":"Activity (Microsoft.VSTS.Common.Activity). One of Deployment, Design, Development, Documentation, Requirements, Testing. Basic process: Task only."},"remainingWork":{"type":"number","required":false,"visibility":"user-or-llm","description":"Remaining work hours (Microsoft.VSTS.Scheduling.RemainingWork). Basic process: Task only."},"completedWork":{"type":"number","required":false,"visibility":"user-or-llm","description":"Completed work hours (Microsoft.VSTS.Scheduling.CompletedWork). Basic process: Task only."},"areaPath":{"type":"string","required":false,"visibility":"user-or-llm","description":"Area path for the work item, e.g. \\"MyProject\\\\\\\\Team\\" (optional)"},"iterationPath":{"type":"string","required":false,"visibility":"user-or-llm","description":"Iteration path for the work item, e.g. \\"MyProject\\\\\\\\Sprint 1\\" (optional)"},"tags":{"type":"string","required":false,"visibility":"user-or-llm","description":"Semicolon-separated tags, e.g. \\"issue; p1; auth\\" (optional)"},"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Azure DevOps Personal Access Token (scopes: Work Items: Read & Write)"}}},"azure_devops_get_build_log":{"id":"azure_devops_get_build_log","name":"Azure DevOps Get Build Log","description":"Fetch the text content of a specific build log in Azure DevOps. Use List Build Logs first to get the log ID. Optionally retrieve only a line range with startLine/endLine.","version":"1.0.0","params":{"organization":{"type":"string","required":true,"visibility":"user-or-llm","description":"Azure DevOps organization name"},"project":{"type":"string","required":true,"visibility":"user-or-llm","description":"Azure DevOps project name"},"buildId":{"type":"number","required":true,"visibility":"user-or-llm","description":"The build ID containing the log"},"logId":{"type":"number","required":true,"visibility":"user-or-llm","description":"The log entry ID to fetch (from List Build Logs)"},"startLine":{"type":"number","required":false,"visibility":"user-or-llm","description":"First line to return (1-based, inclusive)"},"endLine":{"type":"number","required":false,"visibility":"user-or-llm","description":"Last line to return (1-based, inclusive)"},"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Azure DevOps Personal Access Token (scopes: Build: Read)"}}},"azure_devops_get_build_timeline":{"id":"azure_devops_get_build_timeline","name":"Azure DevOps Get Build Timeline","description":"Get the execution timeline for an Azure DevOps build — every stage, job, and task with its result and log ID. Use this to identify which steps failed before fetching their logs with Get Build Log.","version":"1.0.0","params":{"organization":{"type":"string","required":true,"visibility":"user-or-llm","description":"Azure DevOps organization name"},"project":{"type":"string","required":true,"visibility":"user-or-llm","description":"Azure DevOps project name"},"buildId":{"type":"number","required":true,"visibility":"user-or-llm","description":"ID of the build whose timeline to retrieve"},"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Azure DevOps Personal Access Token (scopes: Build: Read)"}}},"azure_devops_get_comments":{"id":"azure_devops_get_comments","name":"Azure DevOps Get Comments","description":"List comments for an Azure DevOps work item.","version":"1.0.0","params":{"organization":{"type":"string","required":true,"visibility":"user-or-llm","description":"Azure DevOps organization name"},"project":{"type":"string","required":true,"visibility":"user-or-llm","description":"Azure DevOps project name"},"workItemId":{"type":"number","required":true,"visibility":"user-or-llm","description":"ID of the work item whose comments should be listed"},"top":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of comments to return"},"continuationToken":{"type":"string","required":false,"visibility":"user-or-llm","description":"Continuation token for paginating comments"},"includeDeleted":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether deleted comments should be returned"},"expand":{"type":"string","required":false,"visibility":"user-or-llm","description":"Additional comment data to include: none, reactions, renderedText, renderedTextOnly, all"},"order":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort order for comments: asc or desc"},"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Azure DevOps Personal Access Token (scopes: Work Items: Read)"}}},"azure_devops_get_pipeline":{"id":"azure_devops_get_pipeline","name":"Azure DevOps Get Pipeline","description":"Get details for a specific pipeline in an Azure DevOps project, including configuration and repository info.","version":"1.0.0","params":{"organization":{"type":"string","required":true,"visibility":"user-or-llm","description":"Azure DevOps organization name"},"project":{"type":"string","required":true,"visibility":"user-or-llm","description":"Azure DevOps project name"},"pipelineId":{"type":"number","required":true,"visibility":"user-or-llm","description":"ID of the pipeline to retrieve"},"pipelineVersion":{"type":"number","required":false,"visibility":"user-or-llm","description":"Specific revision of the pipeline to retrieve (defaults to latest)"},"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Azure DevOps Personal Access Token (scopes: Build: Read, Pipeline: Read)"}}},"azure_devops_get_pipeline_run":{"id":"azure_devops_get_pipeline_run","name":"Azure DevOps Get Pipeline Run","description":"Get details for a specific pipeline run in an Azure DevOps project. 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Pass comma-separated IDs (e.g. \\"123,456,789\\"). Requests with more than 200 IDs are automatically split into chunks.","version":"1.0.0","params":{"organization":{"type":"string","required":true,"visibility":"user-or-llm","description":"Azure DevOps organization name"},"project":{"type":"string","required":true,"visibility":"user-or-llm","description":"Azure DevOps project name"},"ids":{"type":"string","required":true,"visibility":"user-or-llm","description":"Comma-separated work item IDs to fetch (e.g. \\"123,456,789\\"). Lists longer than 200 IDs are chunked automatically."},"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Azure DevOps Personal Access Token (scopes: Work Items: Read)"}}},"azure_devops_get_work_items_between_builds":{"id":"azure_devops_get_work_items_between_builds","name":"Azure DevOps Get Work Items Between Builds","description":"Get work item references associated with commits between two builds in Azure DevOps. Returns work item IDs and URLs — use Get Work Items Batch for full field details.","version":"1.0.0","params":{"organization":{"type":"string","required":true,"visibility":"user-or-llm","description":"Azure DevOps organization name"},"project":{"type":"string","required":true,"visibility":"user-or-llm","description":"Azure DevOps project name"},"fromBuildId":{"type":"number","required":true,"visibility":"user-or-llm","description":"The older build ID (start of range)"},"toBuildId":{"type":"number","required":true,"visibility":"user-or-llm","description":"The newer build ID (end of range)"},"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Azure DevOps Personal Access Token (scopes: Build: Read)"}}},"azure_devops_list_build_logs":{"id":"azure_devops_list_build_logs","name":"Azure DevOps List Build Logs","description":"List all log entries for a specific build in Azure DevOps. Returns log IDs, types, and line counts — use the log ID with the Get Build Log tool to fetch actual log text.","version":"1.0.0","params":{"organization":{"type":"string","required":true,"visibility":"user-or-llm","description":"Azure DevOps organization name"},"project":{"type":"string","required":true,"visibility":"user-or-llm","description":"Azure DevOps project name"},"buildId":{"type":"number","required":true,"visibility":"user-or-llm","description":"The build ID whose logs to list"},"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Azure DevOps Personal Access Token (scopes: Build: Read)"}}},"azure_devops_list_builds":{"id":"azure_devops_list_builds","name":"Azure DevOps List Builds","description":"List builds in an Azure DevOps project. 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signer)"},"additionalSigners":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON array of additional signers, e.g. [{\\"email\\":\\"user@example.com\\",\\"role\\":\\"signer\\"}]"},"parentFolderId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Box folder ID where signed documents will be stored (default: user root)"},"emailSubject":{"type":"string","required":false,"visibility":"user-or-llm","description":"Custom subject line for the signing email"},"emailMessage":{"type":"string","required":false,"visibility":"user-or-llm","description":"Custom message in the signing email body"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Name for the sign request"},"daysValid":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of days before the request expires (0-730)"},"areRemindersEnabled":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to send automatic signing reminders"},"areTextSignaturesEnabled":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to allow typed (text) signatures"},"signatureColor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Signature color: blue, black, or red"},"redirectUrl":{"type":"string","required":false,"visibility":"user-or-llm","description":"URL to redirect signers to after signing"},"declinedRedirectUrl":{"type":"string","required":false,"visibility":"user-or-llm","description":"URL to redirect signers to after declining"},"isDocumentPreparationNeeded":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether document preparation is needed before sending"},"externalId":{"type":"string","required":false,"visibility":"user-or-llm","description":"External system reference ID"}},"oauth":{"required":true,"provider":"box"}},"box_sign_get_request":{"id":"box_sign_get_request","name":"Box Sign Get Request","description":"Get the details and status of a Box Sign request","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Box API"},"signRequestId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the sign request to retrieve"}},"oauth":{"required":true,"provider":"box"}},"box_sign_list_requests":{"id":"box_sign_list_requests","name":"Box Sign List Requests","description":"List all Box Sign requests","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Box API"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of sign requests to return (max 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API"},"parentFolderId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the folder to upload the file to (use \\"0\\" for root)"},"file":{"type":"file","required":false,"visibility":"user-or-llm","description":"The file to upload (UserFile object)"},"fileContent":{"type":"string","required":false,"visibility":"hidden","description":"Legacy: base64 encoded file content"},"fileName":{"type":"string","required":false,"visibility":"user-or-llm","description":"Optional filename override"}},"oauth":{"required":true,"provider":"box"}},"brandfetch_get_brand":{"id":"brandfetch_get_brand","name":"Brandfetch Get Brand","description":"Retrieve brand assets including logos, colors, fonts, and company info by domain, ticker, ISIN, or crypto symbol","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Brandfetch API key"},"identifier":{"type":"string","required":true,"visibility":"user-or-llm","description":"Brand identifier: domain (nike.com), stock ticker (NKE), ISIN (US6541061031), or crypto symbol (BTC)"}}},"brandfetch_search":{"id":"brandfetch_search","name":"Brandfetch Search","description":"Search for brands by name and find their domains and logos","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Brandfetch API key"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Company or brand name to search for"}}},"brex_archive_budget":{"id":"brex_archive_budget","name":"Brex Archive Budget","description":"Archive a Brex budget, making any spend limits beneath it unusable for future expenses and removing it from the UI","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Brex user token (generated from Developer Settings in the Brex 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ONE_TIME)"},"amount":{"type":"number","required":true,"visibility":"user-or-llm","description":"Budget amount, in the smallest unit of the currency (e.g., cents for USD)"},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO 4217 currency code (defaults to USD)"},"ownerUserIds":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated user IDs of the budget owners"},"startDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Date the budget should start counting (YYYY-MM-DD)"},"endDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Date the budget should stop counting (YYYY-MM-DD)"}}},"brex_create_spend_limit":{"id":"brex_create_spend_limit","name":"Brex Create Spend Limit","description":"Create a new spend limit (hard-authorization card program) in the Brex account","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Brex user token (generated from Developer Settings in the Brex dashboard)"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name for the spend limit"},"periodRecurrenceType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Period type of the spend limit (PER_WEEK, PER_MONTH, PER_QUARTER, PER_YEAR, ONE_TIME)"},"spendType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Whether the spend limit can only be spent from cards it provisions (BUDGET_PROVISIONED_CARDS_ONLY, NON_BUDGET_PROVISIONED_CARDS_ALLOWED)"},"expenseVisibility":{"type":"string","required":true,"visibility":"user-or-llm","description":"Whether expenses on this spend limit are viewable by all members (SHARED, PRIVATE)"},"authorizationVisibility":{"type":"string","required":true,"visibility":"user-or-llm","description":"Whether the limit amount is visible to all members, or just controllers/bookkeepers/owners (PUBLIC, PRIVATE)"},"limitIncreaseSetting":{"type":"string","required":true,"visibility":"user-or-llm","description":"Whether members can request limit increases (ENABLED, DISABLED)"},"autoTransferCardsSetting":{"type":"string","required":true,"visibility":"user-or-llm","description":"How auto transfer works for virtual cards on this spend limit (DISABLED, ENABLED)"},"autoCreateLimitCardsSetting":{"type":"string","required":true,"visibility":"user-or-llm","description":"How auto limit card creation works for members (DISABLED, ALL_MEMBERS)"},"expensePolicyId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the expense policy corresponding to this spend limit"},"baseLimitAmount":{"type":"number","required":true,"visibility":"user-or-llm","description":"Base spend limit amount, without increases/rollovers, in the smallest unit of the currency (e.g., cents for USD)"},"currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO 4217 currency code for the base limit (defaults to USD)"},"authorizationType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Whether authorizations decline based on available balance (HARD, SOFT)"},"rolloverRefreshRate":{"type":"string","required":true,"visibility":"user-or-llm","description":"Recurrence at which rolled-over unused funds stop rolling over (OFF, NEVER, PER_MONTH, PER_QUARTER, PER_YEAR)"},"limitBufferPercentage":{"type":"number","required":false,"visibility":"user-or-llm","description":"Flexible buffer on the limit as a 0-100 percentage"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Description of what the spend limit is used for"},"parentBudgetId":{"type":"string","required":false,"visibility":"user-or-llm","description":"ID of the parent budget"},"startDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Date the spend limit should start counting (YYYY-MM-DD)"},"endDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Date the spend limit should expire (YYYY-MM-DD)"},"transactionLimitAmount":{"type":"number","required":false,"visibility":"user-or-llm","description":"Per-transaction limit this spend limit enforces, in the smallest unit of the currency"},"ownerUserIds":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated user IDs of the spend limit owners"},"memberUserIds":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated user IDs of the spend limit members"}}},"brex_create_transfer":{"id":"brex_create_transfer","name":"Brex Create 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provided","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Brex user token (generated from Developer Settings in the Brex dashboard)"},"accountId":{"type":"string","required":false,"visibility":"user-or-llm","description":"ID of the cash account (defaults to the primary cash account)"}}},"brex_get_company":{"id":"brex_get_company","name":"Brex Get Company","description":"Get the Brex company associated with the API token","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Brex user token (generated from Developer Settings in the Brex dashboard)"}}},"brex_get_current_user":{"id":"brex_get_current_user","name":"Brex Get Current User","description":"Get the Brex user associated with the API token","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Brex user token (generated from Developer Settings in the Brex 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user token (generated from Developer Settings in the Brex dashboard)"},"vendorId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the vendor to fetch"}}},"brex_list_budgets":{"id":"brex_list_budgets","name":"Brex List Budgets","description":"List budgets in the Brex account","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Brex user token (generated from Developer Settings in the Brex dashboard)"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor from a previous response"},"limit":{"type":"string","required":false,"visibility":"user-or-llm","description":"Number of budgets to return (default 100, max 1000)"}}},"brex_list_card_accounts":{"id":"brex_list_card_accounts","name":"Brex List Card Accounts","description":"List all Brex card accounts with balances and 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statements to return (default 100, max 1000)"}}},"brex_list_cash_transactions":{"id":"brex_list_cash_transactions","name":"Brex List Cash Transactions","description":"List transactions for a Brex cash account","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Brex user token (generated from Developer Settings in the Brex dashboard)"},"accountId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the cash account to list transactions for"},"postedAtStart":{"type":"string","required":false,"visibility":"user-or-llm","description":"Only include transactions posted at or after this ISO 8601 timestamp"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor from a previous response"},"limit":{"type":"string","required":false,"visibility":"user-or-llm","description":"Number of transactions to return (default 100, max 1000)"}}},"brex_list_departments":{"id":"brex_list_departments","name":"Brex List Departments","description":"List departments in the Brex account, optionally filtered by name","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Brex user token (generated from Developer Settings in the Brex dashboard)"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter departments by name"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor from a previous response"},"limit":{"type":"string","required":false,"visibility":"user-or-llm","description":"Number of departments to return (default 100, max 1000)"}}},"brex_list_expenses":{"id":"brex_list_expenses","name":"Brex List Expenses","description":"List expenses in the Brex account with optional filters for user, status, payment status, and purchase date 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previous response"},"limit":{"type":"string","required":false,"visibility":"user-or-llm","description":"Number of locations to return (default 100, max 1000)"}}},"brex_list_spend_limits":{"id":"brex_list_spend_limits","name":"Brex List Spend Limits","description":"List spend limits in the Brex account, optionally filtered by member user","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Brex user token (generated from Developer Settings in the Brex dashboard)"},"memberUserIds":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated user IDs to filter spend limits by member"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor from a previous response"},"limit":{"type":"string","required":false,"visibility":"user-or-llm","description":"Number of spend limits to return (default 100, max 1000)"}}},"brex_list_titles":{"id":"brex_list_titles","name":"Brex List Titles","description":"List job titles in the Brex account, optionally filtered by name","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Brex user token (generated from Developer Settings in the Brex dashboard)"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter titles by name"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor from a previous response"},"limit":{"type":"string","required":false,"visibility":"user-or-llm","description":"Number of titles to return (default 100, max 1000)"}}},"brex_list_transfers":{"id":"brex_list_transfers","name":"Brex List Transfers","description":"List money transfers in the Brex account","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Brex user token (generated from Developer Settings in the Brex dashboard)"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor from a previous response"},"limit":{"type":"string","required":false,"visibility":"user-or-llm","description":"Number of transfers to return (default 100, max 1000)"}}},"brex_list_users":{"id":"brex_list_users","name":"Brex List Users","description":"List users in the Brex account, optionally filtered by email","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Brex user token (generated from Developer Settings in the Brex dashboard)"},"email":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter users by exact email address"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor from a previous response"},"limit":{"type":"string","required":false,"visibility":"user-or-llm","description":"Number of users to return (default 100, max 1000)"}}},"brex_list_vendors":{"id":"brex_list_vendors","name":"Brex List Vendors","description":"List vendors in the Brex account, optionally filtered by name","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Brex user token (generated from Developer Settings in the Brex dashboard)"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter vendors by name"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor from a previous response"},"limit":{"type":"string","required":false,"visibility":"user-or-llm","description":"Number of vendors to return (default 100, max 1000)"}}},"brex_match_receipt":{"id":"brex_match_receipt","name":"Brex Match Receipt","description":"Upload a receipt file and let Brex automatically match it with existing 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update"},"memo":{"type":"string","required":true,"visibility":"user-or-llm","description":"New memo for the expense"}}},"brex_update_vendor":{"id":"brex_update_vendor","name":"Brex Update Vendor","description":"Update an existing vendor in the Brex account","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Brex user token (generated from Developer Settings in the Brex dashboard)"},"vendorId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the vendor to update"},"companyName":{"type":"string","required":false,"visibility":"user-or-llm","description":"New name for the vendor"},"email":{"type":"string","required":false,"visibility":"user-or-llm","description":"New email address for the vendor"},"phone":{"type":"string","required":false,"visibility":"user-or-llm","description":"New phone number for the vendor"}}},"brex_upload_receipt":{"id":"brex_upload_receipt","name":"Brex Upload Receipt","description":"Upload a receipt file and attach it to a specific Brex card expense","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Brex user token (generated from Developer Settings in the Brex dashboard)"},"expenseId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the card expense to attach the receipt to"},"file":{"type":"file","required":true,"visibility":"user-or-llm","description":"Receipt file to upload (max 50 MB)"},"receiptName":{"type":"string","required":false,"visibility":"user-or-llm","description":"Receipt file name including extension (defaults to the uploaded file name)"}}},"brightdata_cancel_snapshot":{"id":"brightdata_cancel_snapshot","name":"Bright Data Cancel Snapshot","description":"Cancel an active Bright Data scraping job using its snapshot ID. Terminates data collection in progress.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Bright Data API token"},"snapshotId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The snapshot ID of the collection to cancel (e.g., \\"s_m4x7enmven8djfqak\\")"}}},"brightdata_discover":{"id":"brightdata_discover","name":"Bright Data Discover","description":"AI-powered web discovery that finds and ranks results by intent. Returns up to 20 results with optional cleaned page content for RAG and verification.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Bright Data API token"},"query":{"type":"string","required":true,"visibility":"user-or-llm","description":"The search query (e.g., \\"competitor pricing changes enterprise plan\\")"},"numResults":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to return (1-20). Defaults to 10"},"mode":{"type":"string","required":false,"visibility":"user-or-llm","description":"Search depth and ranking mode: \\"standard\\" (balanced), \\"deep\\" (exhaustive, broader search), \\"fast\\" (optimized for speed), or \\"zeroRanking\\" (raw volume without AI filtering). Defaults to \\"standard\\""},"intent":{"type":"string","required":false,"visibility":"user-or-llm","description":"Describes what the agent is trying to accomplish, used to rank results by relevance (e.g., \\"find official pricing pages and change notes\\")"},"includeContent":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to include cleaned page content in results"},"format":{"type":"string","required":false,"visibility":"user-or-llm","description":"Response format: \\"json\\" or \\"md\\". Defaults to \\"json\\""},"language":{"type":"string","required":false,"visibility":"user-or-llm","description":"Search language code (e.g., \\"en\\", \\"es\\", \\"fr\\"). Defaults to \\"en\\""},"country":{"type":"string","required":false,"visibility":"user-or-llm","description":"Two-letter ISO country code for localized results (e.g., \\"us\\", \\"gb\\")"}}},"brightdata_download_snapshot":{"id":"brightdata_download_snapshot","name":"Bright Data Download Snapshot","description":"Download the results of a completed Bright Data scraping job using its snapshot ID. The snapshot must have ready status.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Bright Data API token"},"snapshotId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The snapshot ID returned when the collection was triggered (e.g., \\"s_m4x7enmven8djfqak\\")"},"format":{"type":"string","required":false,"visibility":"user-or-llm","description":"Output format: \\"json\\", \\"ndjson\\", \\"jsonl\\", or \\"csv\\". Defaults to \\"json\\""},"compress":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to compress the results"}}},"brightdata_scrape_dataset":{"id":"brightdata_scrape_dataset","name":"Bright Data Scrape Dataset","description":"Trigger a Bright Data pre-built scraper to extract structured data from URLs. Supports 660+ scrapers for platforms like Amazon, LinkedIn, Instagram, and more.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Bright Data API token"},"datasetId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Dataset scraper ID from your Bright Data dashboard (e.g., \\"gd_l1viktl72bvl7bjuj0\\")"},"urls":{"type":"string","required":true,"visibility":"user-or-llm","description":"JSON array of URL objects to scrape (e.g., [{\\"url\\": \\"https://example.com/product\\"}])"},"format":{"type":"string","required":false,"visibility":"user-or-llm","description":"Output format: \\"json\\" or \\"csv\\". Defaults to \\"json\\""},"includeErrors":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to include a per-input error report in the results"}}},"brightdata_scrape_url":{"id":"brightdata_scrape_url","name":"Bright Data Scrape URL","description":"Fetch content from any URL using Bright Data Web Unlocker. Bypasses anti-bot protections, CAPTCHAs, and IP blocks automatically.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Bright Data API token"},"zone":{"type":"string","required":true,"visibility":"user-or-llm","description":"Web Unlocker zone name from your Bright Data dashboard (e.g., \\"web_unlocker1\\")"},"url":{"type":"string","required":true,"visibility":"user-or-llm","description":"The URL to scrape (e.g., \\"https://example.com/page\\")"},"format":{"type":"string","required":false,"visibility":"user-or-llm","description":"Response format: \\"raw\\" for HTML or \\"json\\" for parsed content. Defaults to \\"raw\\""},"country":{"type":"string","required":false,"visibility":"user-or-llm","description":"Two-letter country code for geo-targeting (e.g., \\"us\\", \\"gb\\")"},"dataFormat":{"type":"string","required":false,"visibility":"user-or-llm","description":"Convert the response to \\"markdown\\" instead of raw HTML, useful for feeding page content to an LLM. Omit for the default HTML/JSON response"}}},"brightdata_serp_search":{"id":"brightdata_serp_search","name":"Bright Data SERP Search","description":"Search Google, Bing, DuckDuckGo, or Yandex and get structured search results using Bright Data SERP API.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Bright Data API token"},"zone":{"type":"string","required":true,"visibility":"user-or-llm","description":"SERP API zone name from your Bright Data dashboard (e.g., \\"serp_api1\\")"},"query":{"type":"string","required":true,"visibility":"user-or-llm","description":"The search query (e.g., \\"best project management tools\\")"},"searchEngine":{"type":"string","required":false,"visibility":"user-or-llm","description":"Search engine to use: \\"google\\", \\"bing\\", \\"duckduckgo\\", or \\"yandex\\". Defaults to \\"google\\""},"country":{"type":"string","required":false,"visibility":"user-or-llm","description":"Two-letter country code for localized results (e.g., \\"us\\", \\"gb\\")"},"language":{"type":"string","required":false,"visibility":"user-or-llm","description":"Two-letter language code (e.g., \\"en\\", \\"es\\")"},"numResults":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to return (e.g., 10, 20). Defaults to 10"}}},"brightdata_snapshot_status":{"id":"brightdata_snapshot_status","name":"Bright Data Snapshot Status","description":"Check the progress of an async Bright Data scraping job. Returns status: starting, running, ready, or failed.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Bright Data API token"},"snapshotId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The snapshot ID returned when the collection was triggered (e.g., \\"s_m4x7enmven8djfqak\\")"}}},"brightdata_sync_scrape":{"id":"brightdata_sync_scrape","name":"Bright Data Sync Scrape","description":"Scrape URLs synchronously using a Bright Data pre-built scraper and get structured results directly. 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Format: UUID (e.g., \\"abc123-def456\\") or full URI (e.g., \\"https://api.calendly.com/event_types/abc123-def456\\")"}}},"calendly_get_scheduled_event":{"id":"calendly_get_scheduled_event","name":"Calendly Get Scheduled Event","description":"Get detailed information about a specific scheduled event","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Calendly Personal Access Token"},"eventUuid":{"type":"string","required":true,"visibility":"user-or-llm","description":"Scheduled event UUID. Format: UUID (e.g., \\"abc123-def456\\") or full URI (e.g., \\"https://api.calendly.com/scheduled_events/abc123-def456\\")"}}},"calendly_list_event_invitees":{"id":"calendly_list_event_invitees","name":"Calendly List Event Invitees","description":"Retrieve a list of invitees for a scheduled event","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Calendly Personal Access Token"},"eventUuid":{"type":"string","required":true,"visibility":"user-or-llm","description":"Scheduled event UUID. Format: UUID (e.g., \\"abc123-def456\\") or full URI (e.g., \\"https://api.calendly.com/scheduled_events/abc123-def456\\")"},"count":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page. Format: integer (default: 20, max: 100)"},"email":{"type":"string","required":false,"visibility":"user-only","description":"Filter invitees by email address"},"pageToken":{"type":"string","required":false,"visibility":"user-or-llm","description":"Page token for pagination. Format: opaque string from previous response next_page_token"},"sort":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort order for results. Format: \\"field:direction\\" (e.g., \\"created_at:asc\\", \\"created_at:desc\\")"},"status":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by status. Format: \\"active\\" or \\"canceled\\""}}},"calendly_list_event_types":{"id":"calendly_list_event_types","name":"Calendly List Event Types","description":"Retrieve a list of all event types for a user or organization","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Calendly Personal Access Token"},"user":{"type":"string","required":false,"visibility":"user-or-llm","description":"Return only event types that belong to this user. Format: URI (e.g., \\"https://api.calendly.com/users/abc123-def456\\")"},"organization":{"type":"string","required":false,"visibility":"user-or-llm","description":"Return only event types that belong to this organization. Format: URI (e.g., \\"https://api.calendly.com/organizations/abc123-def456\\")"},"count":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page. Format: integer (default: 20, max: 100)"},"pageToken":{"type":"string","required":false,"visibility":"user-or-llm","description":"Page token for pagination. Format: opaque string from previous response next_page_token"},"sort":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort order for results. Format: \\"field:direction\\" (e.g., \\"name:asc\\", \\"name:desc\\")"},"active":{"type":"boolean","required":false,"visibility":"user-only","description":"When true, show only active event types. When false or unchecked, show all event types (both active and inactive)."}}},"calendly_list_scheduled_events":{"id":"calendly_list_scheduled_events","name":"Calendly List Scheduled Events","description":"Retrieve a list of scheduled events for a user or organization","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Calendly Personal Access Token"},"user":{"type":"string","required":false,"visibility":"user-or-llm","description":"Return events that belong to this user. Either \\"user\\" or \\"organization\\" must be provided. Format: URI (e.g., \\"https://api.calendly.com/users/abc123-def456\\")"},"organization":{"type":"string","required":false,"visibility":"user-or-llm","description":"Return events that belong to this organization. Either \\"user\\" or \\"organization\\" must be provided. Format: URI (e.g., \\"https://api.calendly.com/organizations/abc123-def456\\")"},"invitee_email":{"type":"string","required":false,"visibility":"user-only","description":"Return events where invitee has this email"},"count":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page. Format: integer (default: 20, max: 100)"},"max_start_time":{"type":"string","required":false,"visibility":"user-or-llm","description":"Return events with start time before this time. Format: ISO 8601 (e.g., \\"2024-01-15T09:00:00Z\\")"},"min_start_time":{"type":"string","required":false,"visibility":"user-or-llm","description":"Return events with start time after this time. Format: ISO 8601 (e.g., \\"2024-01-01T00:00:00Z\\")"},"pageToken":{"type":"string","required":false,"visibility":"user-or-llm","description":"Page token for pagination. Format: opaque string from previous response next_page_token"},"sort":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort order for results. Format: \\"field:direction\\" (e.g., \\"start_time:asc\\", \\"start_time:desc\\")"},"status":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by status. Format: \\"active\\" or \\"canceled\\""}}},"calendly_list_webhooks":{"id":"calendly_list_webhooks","name":"Calendly List Webhooks","description":"Retrieve a list of webhook subscriptions for an organization","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Calendly Personal Access Token"},"organization":{"type":"string","required":true,"visibility":"user-or-llm","description":"Organization URI to list webhooks for. Format: URI (e.g., \\"https://api.calendly.com/organizations/abc123-def456\\")"},"count":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page. Format: integer (default: 20, max: 100)"},"pageToken":{"type":"string","required":false,"visibility":"user-or-llm","description":"Page token for pagination. Format: opaque string from previous response next_page_token"},"scope":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by scope. Format: \\"organization\\" or \\"user\\""},"user":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter webhooks by user URI (for user-scoped webhooks). Format: URI (e.g., \\"https://api.calendly.com/users/abc123-def456\\")"}}},"clay_populate":{"id":"clay_populate","name":"Clay Populate","description":"Populate Clay with data from a JSON file. Enables direct communication and notifications with timestamp tracking and channel confirmation.","version":"1.0.0","params":{"webhookURL":{"type":"string","required":true,"visibility":"user-only","description":"The webhook URL to populate"},"data":{"type":"json","required":true,"visibility":"user-or-llm","description":"The data to populate"},"authToken":{"type":"string","required":false,"visibility":"user-only","description":"Optional auth token for Clay webhook authentication (most webhooks do not require this)"}}},"clerk_add_organization_member":{"id":"clerk_add_organization_member","name":"Add Organization Member in Clerk","description":"Add a user as a member of a Clerk organization with a given role","version":"1.0.0","params":{"secretKey":{"type":"string","required":true,"visibility":"user-only","description":"The Clerk Secret Key for API authentication"},"organizationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the organization (e.g., org_2NNEqL2nrIRdJ194ndJqAHwEfxC)"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the user to add as a member"},"role":{"type":"string","required":true,"visibility":"user-or-llm","description":"Role to assign, e.g. org:admin or org:member"}}},"clerk_ban_user":{"id":"clerk_ban_user","name":"Ban User in Clerk","description":"Ban a user, preventing them from signing in","version":"1.0.0","params":{"secretKey":{"type":"string","required":true,"visibility":"user-only","description":"The Clerk Secret Key for API authentication"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the user to ban (e.g., user_2NNEqL2nrIRdJ194ndJqAHwEfxC)"}}},"clerk_create_actor_token":{"id":"clerk_create_actor_token","name":"Create Actor Token in Clerk","description":"Create an actor token to impersonate a user (God Mode / act-as-user), e.g. for support tooling","version":"1.0.0","params":{"secretKey":{"type":"string","required":true,"visibility":"user-only","description":"The Clerk Secret Key for API authentication"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the user to impersonate"},"actor":{"type":"json","required":true,"visibility":"user-or-llm","description":"Actor JSON object identifying who is impersonating, must include a \\"sub\\" field, e.g. {\\"sub\\": \\"user_support_agent_id\\"}"},"expiresInSeconds":{"type":"number","required":false,"visibility":"user-or-llm","description":"Seconds until the token expires (default 3600)"},"sessionMaxDurationInSeconds":{"type":"number","required":false,"visibility":"user-or-llm","description":"Max duration in seconds for sessions created with this token (default 1800)"}}},"clerk_create_allowlist_identifier":{"id":"clerk_create_allowlist_identifier","name":"Create Allowlist Identifier in Clerk","description":"Add an email, phone number, or web3 wallet to your Clerk instance allowlist","version":"1.0.0","params":{"secretKey":{"type":"string","required":true,"visibility":"user-only","description":"The Clerk Secret Key for API authentication"},"identifier":{"type":"string","required":true,"visibility":"user-or-llm","description":"Email address, phone number, or web3 wallet to allow (wildcards like *@example.com supported for email)"},"notify":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to notify the identifier owner by email (default false)"}}},"clerk_create_blocklist_identifier":{"id":"clerk_create_blocklist_identifier","name":"Create Blocklist Identifier in Clerk","description":"Add an email, phone number, or web3 wallet to your Clerk instance blocklist to prevent sign-ups","version":"1.0.0","params":{"secretKey":{"type":"string","required":true,"visibility":"user-only","description":"The Clerk Secret Key for API authentication"},"identifier":{"type":"string","required":true,"visibility":"user-or-llm","description":"Email address, phone number, or web3 wallet to block"}}},"clerk_create_organization":{"id":"clerk_create_organization","name":"Create Organization in Clerk","description":"Create a new organization in your Clerk application","version":"1.0.0","params":{"secretKey":{"type":"string","required":true,"visibility":"user-only","description":"The Clerk Secret Key for API authentication"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name of the organization"},"createdBy":{"type":"string","required":true,"visibility":"user-or-llm","description":"User ID of the creator who will become admin (e.g., user_2NNEqL2nrIRdJ194ndJqAHwEfxC)"},"slug":{"type":"string","required":false,"visibility":"user-or-llm","description":"Slug identifier for the organization"},"maxAllowedMemberships":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum member capacity (0 for unlimited)"},"publicMetadata":{"type":"json","required":false,"visibility":"user-or-llm","description":"Public metadata (JSON object)"},"privateMetadata":{"type":"json","required":false,"visibility":"user-or-llm","description":"Private metadata (JSON object)"}}},"clerk_create_organization_invitation":{"id":"clerk_create_organization_invitation","name":"Create Organization Invitation in Clerk","description":"Invite a user by email to join a Clerk organization with a given role","version":"1.0.0","params":{"secretKey":{"type":"string","required":true,"visibility":"user-only","description":"The Clerk Secret Key for API authentication"},"organizationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the organization (e.g., org_2NNEqL2nrIRdJ194ndJqAHwEfxC)"},"emailAddress":{"type":"string","required":true,"visibility":"user-or-llm","description":"Email address of the user to invite"},"role":{"type":"string","required":true,"visibility":"user-or-llm","description":"Role to assign on acceptance, e.g. org:admin or org:member"},"inviterUserId":{"type":"string","required":false,"visibility":"user-or-llm","description":"User ID of the inviter"},"redirectUrl":{"type":"string","required":false,"visibility":"user-or-llm","description":"URL to redirect to after the invitation is accepted"},"expiresInDays":{"type":"number","required":false,"visibility":"user-or-llm","description":"Days until the invitation expires (1-365, default 30)"},"publicMetadata":{"type":"json","required":false,"visibility":"user-or-llm","description":"Public metadata (JSON object)"},"privateMetadata":{"type":"json","required":false,"visibility":"user-or-llm","description":"Private metadata (JSON object)"},"notify":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether Clerk sends the invitation email (default true)"}}},"clerk_create_user":{"id":"clerk_create_user","name":"Create User in Clerk","description":"Create a new user in your Clerk application","version":"1.0.0","params":{"secretKey":{"type":"string","required":true,"visibility":"user-only","description":"The Clerk Secret Key for API authentication"},"emailAddress":{"type":"string","required":false,"visibility":"user-or-llm","description":"Email addresses for the user (comma-separated for multiple)"},"phoneNumber":{"type":"string","required":false,"visibility":"user-or-llm","description":"Phone numbers for the user (comma-separated for multiple)"},"username":{"type":"string","required":false,"visibility":"user-or-llm","description":"Username for the user (must be unique)"},"password":{"type":"string","required":false,"visibility":"user-or-llm","description":"Password for the user (minimum 8 characters)"},"firstName":{"type":"string","required":false,"visibility":"user-or-llm","description":"First name of the user"},"lastName":{"type":"string","required":false,"visibility":"user-or-llm","description":"Last name of the user"},"externalId":{"type":"string","required":false,"visibility":"user-or-llm","description":"External system identifier (must be unique)"},"publicMetadata":{"type":"json","required":false,"visibility":"user-or-llm","description":"Public metadata (JSON object, readable from frontend)"},"privateMetadata":{"type":"json","required":false,"visibility":"user-or-llm","description":"Private metadata (JSON object, backend only)"},"unsafeMetadata":{"type":"json","required":false,"visibility":"user-or-llm","description":"Unsafe metadata (JSON object, modifiable from frontend)"},"skipPasswordChecks":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Skip password validation checks"},"skipPasswordRequirement":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Make password optional"}}},"clerk_delete_allowlist_identifier":{"id":"clerk_delete_allowlist_identifier","name":"Delete Allowlist Identifier from Clerk","description":"Remove an identifier from your Clerk instance allowlist","version":"1.0.0","params":{"secretKey":{"type":"string","required":true,"visibility":"user-only","description":"The Clerk Secret Key for API authentication"},"identifierId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the allowlist identifier to delete"}}},"clerk_delete_blocklist_identifier":{"id":"clerk_delete_blocklist_identifier","name":"Delete Blocklist Identifier from Clerk","description":"Remove an identifier from your Clerk instance blocklist","version":"1.0.0","params":{"secretKey":{"type":"string","required":true,"visibility":"user-only","description":"The Clerk Secret Key for API authentication"},"identifierId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the blocklist identifier to delete"}}},"clerk_delete_organization":{"id":"clerk_delete_organization","name":"Delete Organization from Clerk","description":"Delete an organization from your Clerk application","version":"1.0.0","params":{"secretKey":{"type":"string","required":true,"visibility":"user-only","description":"The Clerk Secret Key for API authentication"},"organizationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the organization to delete (e.g., org_2NNEqL2nrIRdJ194ndJqAHwEfxC)"}}},"clerk_delete_user":{"id":"clerk_delete_user","name":"Delete User from Clerk","description":"Delete a user from your Clerk application","version":"1.0.0","params":{"secretKey":{"type":"string","required":true,"visibility":"user-only","description":"The Clerk Secret Key for API authentication"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the user to delete (e.g., user_2NNEqL2nrIRdJ194ndJqAHwEfxC)"}}},"clerk_get_jwt_template":{"id":"clerk_get_jwt_template","name":"Get JWT Template from Clerk","description":"Retrieve a single custom JWT template by ID from Clerk","version":"1.0.0","params":{"secretKey":{"type":"string","required":true,"visibility":"user-only","description":"The Clerk Secret Key for API authentication"},"templateId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the JWT template to retrieve"}}},"clerk_get_organization":{"id":"clerk_get_organization","name":"Get Organization from Clerk","description":"Retrieve a single organization by ID or slug from Clerk","version":"1.0.0","params":{"secretKey":{"type":"string","required":true,"visibility":"user-only","description":"The Clerk Secret Key for API authentication"},"organizationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID or slug of the organization to retrieve (e.g., org_2NNEqL2nrIRdJ194ndJqAHwEfxC or my-org-slug)"}}},"clerk_get_session":{"id":"clerk_get_session","name":"Get Session from Clerk","description":"Retrieve a single session by ID from Clerk","version":"1.0.0","params":{"secretKey":{"type":"string","required":true,"visibility":"user-only","description":"The Clerk Secret Key for API authentication"},"sessionId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the session to retrieve (e.g., sess_2NNEqL2nrIRdJ194ndJqAHwEfxC)"}}},"clerk_get_user":{"id":"clerk_get_user","name":"Get User from Clerk","description":"Retrieve a single user by their ID from Clerk","version":"1.0.0","params":{"secretKey":{"type":"string","required":true,"visibility":"user-only","description":"The Clerk Secret Key for API authentication"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the user to retrieve (e.g., user_2NNEqL2nrIRdJ194ndJqAHwEfxC)"}}},"clerk_get_user_oauth_token":{"id":"clerk_get_user_oauth_token","name":"Get User OAuth Access Token from Clerk","description":"Retrieve a user\'s OAuth access token for a connected external provider (e.g. Google, GitHub, Microsoft) obtained via Clerk SSO","version":"1.0.0","params":{"secretKey":{"type":"string","required":true,"visibility":"user-only","description":"The Clerk Secret Key for API authentication"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the user (e.g., user_2NNEqL2nrIRdJ194ndJqAHwEfxC)"},"provider":{"type":"string","required":true,"visibility":"user-or-llm","description":"OAuth provider slug, e.g. google, github, microsoft, discord (without the oauth_ prefix)"}}},"clerk_list_allowlist_identifiers":{"id":"clerk_list_allowlist_identifiers","name":"List Allowlist Identifiers from Clerk","description":"List email/phone/web3-wallet identifiers on your Clerk instance allowlist","version":"1.0.0","params":{"secretKey":{"type":"string","required":true,"visibility":"user-only","description":"The Clerk Secret Key for API authentication"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (e.g., 10, 50, 100; range: 1-500, default: 10)"},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to skip for pagination (e.g., 0, 10, 20)"}}},"clerk_list_blocklist_identifiers":{"id":"clerk_list_blocklist_identifiers","name":"List Blocklist Identifiers from Clerk","description":"List email/phone/web3-wallet identifiers on your Clerk instance blocklist","version":"1.0.0","params":{"secretKey":{"type":"string","required":true,"visibility":"user-only","description":"The Clerk Secret Key for API authentication"}}},"clerk_list_jwt_templates":{"id":"clerk_list_jwt_templates","name":"List JWT Templates from Clerk","description":"List custom JWT templates configured on your Clerk instance","version":"1.0.0","params":{"secretKey":{"type":"string","required":true,"visibility":"user-only","description":"The Clerk Secret Key for API authentication"}}},"clerk_list_organization_invitations":{"id":"clerk_list_organization_invitations","name":"List Organization Invitations from Clerk","description":"List pending and past invitations for a Clerk organization","version":"1.0.0","params":{"secretKey":{"type":"string","required":true,"visibility":"user-only","description":"The Clerk Secret Key for API authentication"},"organizationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the organization (e.g., org_2NNEqL2nrIRdJ194ndJqAHwEfxC)"},"status":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by status: pending, accepted, revoked, or expired"},"emailAddress":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by invited email address"},"orderBy":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort field (created_at, email_address) with +/- prefix (default: -created_at)"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (e.g., 10, 50, 100; range: 1-500, default: 10)"},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to skip for pagination (e.g., 0, 10, 20)"}}},"clerk_list_organization_memberships":{"id":"clerk_list_organization_memberships","name":"List Organization Memberships from Clerk","description":"List members of a Clerk organization with optional filtering and pagination","version":"1.0.0","params":{"secretKey":{"type":"string","required":true,"visibility":"user-only","description":"The Clerk Secret Key for API authentication"},"organizationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the organization (e.g., org_2NNEqL2nrIRdJ194ndJqAHwEfxC)"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (e.g., 10, 50, 100; range: 1-500, default: 10)"},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to skip for pagination (e.g., 0, 10, 20)"},"orderBy":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort field (e.g., created_at) with +/- prefix for direction"},"role":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by role, comma-separated for multiple (e.g., org:admin,org:member)"}}},"clerk_list_organizations":{"id":"clerk_list_organizations","name":"List Organizations from Clerk","description":"List all organizations in your Clerk application with optional filtering","version":"1.0.0","params":{"secretKey":{"type":"string","required":true,"visibility":"user-only","description":"The Clerk Secret Key for API authentication"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (e.g., 10, 50, 100; range: 1-500, default: 10)"},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to skip for pagination (e.g., 0, 10, 20)"},"includeMembersCount":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Include member count for each organization"},"query":{"type":"string","required":false,"visibility":"user-or-llm","description":"Search by organization ID, name, or slug (e.g., Acme Corp or acme-corp)"},"orderBy":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort field (name, created_at, members_count) with +/- prefix"}}},"clerk_list_sessions":{"id":"clerk_list_sessions","name":"List Sessions from Clerk","description":"List sessions for a user or client in your Clerk application","version":"1.0.0","params":{"secretKey":{"type":"string","required":true,"visibility":"user-only","description":"The Clerk Secret Key for API authentication"},"userId":{"type":"string","required":false,"visibility":"user-or-llm","description":"User ID to list sessions for (e.g., user_2NNEqL2nrIRdJ194ndJqAHwEfxC; required if clientId not provided)"},"clientId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Client ID to list sessions for (required if userId not provided)"},"status":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by session status (abandoned, active, ended, expired, pending, removed, replaced, revoked)"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (e.g., 10, 50, 100; range: 1-500, default: 10)"},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to skip for pagination (e.g., 0, 10, 20)"}}},"clerk_list_users":{"id":"clerk_list_users","name":"List Users from Clerk","description":"List all users in your Clerk application with optional filtering and pagination","version":"1.0.0","params":{"secretKey":{"type":"string","required":true,"visibility":"user-only","description":"The Clerk Secret Key for API authentication"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (e.g., 10, 50, 100; range: 1-500, default: 10)"},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to skip for pagination (e.g., 0, 10, 20)"},"orderBy":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort field with optional +/- prefix for direction (default: -created_at)"},"emailAddress":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by email address (e.g., user@example.com or user1@example.com,user2@example.com)"},"phoneNumber":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by phone number (comma-separated for multiple)"},"externalId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by external ID (comma-separated for multiple)"},"username":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by username (comma-separated for multiple)"},"userId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by user ID (e.g., user_2NNEqL2nrIRdJ194ndJqAHwEfxC or comma-separated for multiple)"},"query":{"type":"string","required":false,"visibility":"user-or-llm","description":"Search query to match across email, phone, username, and names (e.g., john or john@example.com)"}}},"clerk_lock_user":{"id":"clerk_lock_user","name":"Lock User in Clerk","description":"Lock a user account, blocking sign-in attempts","version":"1.0.0","params":{"secretKey":{"type":"string","required":true,"visibility":"user-only","description":"The Clerk Secret Key for API authentication"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the user to lock (e.g., user_2NNEqL2nrIRdJ194ndJqAHwEfxC)"}}},"clerk_remove_organization_member":{"id":"clerk_remove_organization_member","name":"Remove Organization Member from Clerk","description":"Remove a member from a Clerk organization","version":"1.0.0","params":{"secretKey":{"type":"string","required":true,"visibility":"user-only","description":"The Clerk Secret Key for API 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bc_abc123)"},"followupPromptText":{"type":"string","required":true,"visibility":"user-or-llm","description":"The follow-up instruction text for the agent"},"promptImages":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON array of image objects with base64 data and dimensions (max 5)"}}},"cursor_add_followup_v2":{"id":"cursor_add_followup_v2","name":"Cursor Add Follow-up","description":"Add a follow-up instruction to an existing cloud agent. Returns API-aligned fields only.","version":"2.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cursor API key"},"agentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Unique identifier for the cloud agent (e.g., bc_abc123)"},"followupPromptText":{"type":"string","required":true,"visibility":"user-or-llm","description":"The follow-up instruction text for the agent"},"promptImages":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON array of image objects with base64 data and dimensions (max 5)"}}},"cursor_delete_agent":{"id":"cursor_delete_agent","name":"Cursor Delete Agent","description":"Permanently delete a cloud agent. This action cannot be undone.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cursor API key"},"agentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Unique identifier for the cloud agent (e.g., bc_abc123)"}}},"cursor_delete_agent_v2":{"id":"cursor_delete_agent_v2","name":"Cursor Delete Agent","description":"Permanently delete a cloud agent. Returns API-aligned fields only.","version":"2.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cursor API key"},"agentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Unique identifier for the cloud agent (e.g., bc_abc123)"}}},"cursor_download_artifact":{"id":"cursor_download_artifact","name":"Cursor Download Artifact","description":"Download a generated artifact file from a cloud agent.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cursor API key"},"agentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Unique identifier for the cloud agent (e.g., bc_abc123)"},"path":{"type":"string","required":true,"visibility":"user-or-llm","description":"Absolute path of the artifact to download (e.g., /src/index.ts)"}}},"cursor_download_artifact_v2":{"id":"cursor_download_artifact_v2","name":"Cursor Download Artifact","description":"Download a generated artifact file from a cloud agent. Returns the file for execution storage.","version":"2.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cursor API key"},"agentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Unique identifier for the cloud agent (e.g., bc_abc123)"},"path":{"type":"string","required":true,"visibility":"user-or-llm","description":"Absolute path of the artifact to download (e.g., /src/index.ts)"}}},"cursor_get_agent":{"id":"cursor_get_agent","name":"Cursor Get Agent","description":"Retrieve the current status and results of a cloud agent.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cursor API key"},"agentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Unique identifier for the cloud agent (e.g., bc_abc123)"}}},"cursor_get_agent_v2":{"id":"cursor_get_agent_v2","name":"Cursor Get Agent","description":"Retrieve the current status and results of a cloud agent. Returns API-aligned fields only.","version":"2.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cursor API key"},"agentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Unique identifier for the cloud agent (e.g., bc_abc123)"}}},"cursor_get_api_key_info":{"id":"cursor_get_api_key_info","name":"Cursor Get API Key Info","description":"Retrieve details about the API key currently in use.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cursor API key"}}},"cursor_get_api_key_info_v2":{"id":"cursor_get_api_key_info_v2","name":"Cursor Get API Key Info","description":"Retrieve details about the API key currently in use. Returns API-aligned fields only.","version":"2.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cursor API key"}}},"cursor_get_conversation":{"id":"cursor_get_conversation","name":"Cursor Get Conversation","description":"Retrieve the conversation history of a cloud agent, including all user prompts and assistant responses.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cursor API key"},"agentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Unique identifier for the cloud agent (e.g., bc_abc123)"}}},"cursor_get_conversation_v2":{"id":"cursor_get_conversation_v2","name":"Cursor Get Conversation","description":"Retrieve the conversation history of a cloud agent, including all user prompts and assistant responses. 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Returns API-aligned fields only.","version":"2.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cursor API key"},"repository":{"type":"string","required":true,"visibility":"user-or-llm","description":"GitHub repository URL (e.g., https://github.com/your-org/your-repo)"},"ref":{"type":"string","required":false,"visibility":"user-or-llm","description":"Branch, tag, or commit to work from (defaults to default branch)"},"promptText":{"type":"string","required":true,"visibility":"user-or-llm","description":"The instruction text for the agent"},"promptImages":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON array of image objects with base64 data and dimensions"},"model":{"type":"string","required":false,"visibility":"user-or-llm","description":"Model to use (leave empty for auto-selection)"},"branchName":{"type":"string","required":false,"visibility":"user-or-llm","description":"Custom branch name for the agent to use"},"autoCreatePr":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Automatically create a PR when the agent finishes"},"openAsCursorGithubApp":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Open the PR as the Cursor GitHub App"},"skipReviewerRequest":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Skip requesting reviewers on the PR"}}},"cursor_list_agents":{"id":"cursor_list_agents","name":"Cursor List Agents","description":"List all cloud agents for the authenticated user with optional pagination.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cursor API key"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of agents to return (default: 20, max: 100)"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor from previous response"},"prUrl":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter agents by pull request URL"}}},"cursor_list_agents_v2":{"id":"cursor_list_agents_v2","name":"Cursor List Agents","description":"List all cloud agents for the authenticated user with optional pagination. Returns API-aligned fields only.","version":"2.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cursor API key"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of agents to return (default: 20, max: 100)"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor from previous response"},"prUrl":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter agents by pull request URL"}}},"cursor_list_artifacts":{"id":"cursor_list_artifacts","name":"Cursor List Artifacts","description":"List generated artifact files for a cloud agent.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cursor API key"},"agentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Unique identifier for the cloud agent (e.g., bc_abc123)"}}},"cursor_list_artifacts_v2":{"id":"cursor_list_artifacts_v2","name":"Cursor List Artifacts","description":"List generated artifact files for a cloud agent. Returns API-aligned fields only.","version":"2.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cursor API key"},"agentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Unique identifier for the cloud agent (e.g., bc_abc123)"}}},"cursor_list_models":{"id":"cursor_list_models","name":"Cursor List Models","description":"List the models available for launching cloud agents.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cursor API key"}}},"cursor_list_models_v2":{"id":"cursor_list_models_v2","name":"Cursor List Models","description":"List the models available for launching cloud agents. Returns API-aligned fields only.","version":"2.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cursor API key"}}},"cursor_list_repositories":{"id":"cursor_list_repositories","name":"Cursor List Repositories","description":"List the GitHub repositories accessible to the authenticated user.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cursor API key"}}},"cursor_list_repositories_v2":{"id":"cursor_list_repositories_v2","name":"Cursor List Repositories","description":"List the GitHub repositories accessible to the authenticated user. Returns API-aligned fields only.","version":"2.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cursor API key"}}},"cursor_stop_agent":{"id":"cursor_stop_agent","name":"Cursor Stop Agent","description":"Stop a running cloud agent. This pauses the agent without deleting it.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cursor API key"},"agentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Unique identifier for the cloud agent (e.g., bc_abc123)"}}},"cursor_stop_agent_v2":{"id":"cursor_stop_agent_v2","name":"Cursor Stop Agent","description":"Stop a running cloud agent. Returns API-aligned fields only.","version":"2.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Cursor API key"},"agentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Unique identifier for the cloud agent (e.g., bc_abc123)"}}},"dagster_delete_run":{"id":"dagster_delete_run","name":"Dagster Delete Run","description":"Permanently delete a Dagster run record.","version":"1.0.0","params":{"host":{"type":"string","required":true,"visibility":"user-only","description":"Dagster host URL (e.g., https://myorg.dagster.cloud/prod or http://localhost:3001)"},"apiKey":{"type":"string","required":false,"visibility":"user-only","description":"Dagster+ API token (leave blank for OSS / self-hosted)"},"runId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the run to delete"}}},"dagster_get_asset":{"id":"dagster_get_asset","name":"Dagster Get Asset","description":"Get an asset definition and its latest materialization by asset key.","version":"1.0.0","params":{"host":{"type":"string","required":true,"visibility":"user-only","description":"Dagster host URL (e.g., https://myorg.dagster.cloud/prod or http://localhost:3001)"},"apiKey":{"type":"string","required":false,"visibility":"user-only","description":"Dagster+ API token (leave blank for OSS / self-hosted)"},"assetKey":{"type":"string","required":true,"visibility":"user-or-llm","description":"Slash-delimited asset key, e.g. \\"my_asset\\" or \\"raw/events\\""}}},"dagster_get_run":{"id":"dagster_get_run","name":"Dagster Get Run","description":"Get the status and details of a Dagster run by its ID.","version":"1.0.0","params":{"host":{"type":"string","required":true,"visibility":"user-only","description":"Dagster host URL (e.g., https://myorg.dagster.cloud/prod or http://localhost:3000)"},"apiKey":{"type":"string","required":false,"visibility":"user-only","description":"Dagster+ API token (leave blank for OSS / self-hosted)"},"runId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the run to retrieve"}}},"dagster_get_run_logs":{"id":"dagster_get_run_logs","name":"Dagster Get Run Logs","description":"Fetch execution event logs for a Dagster run.","version":"1.0.0","params":{"host":{"type":"string","required":true,"visibility":"user-only","description":"Dagster host URL (e.g., https://myorg.dagster.cloud/prod or http://localhost:3001)"},"apiKey":{"type":"string","required":false,"visibility":"user-only","description":"Dagster+ API token (leave blank for OSS / self-hosted)"},"runId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the run to fetch logs for"},"afterCursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor for paginating through log events (from a previous response)"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of log 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object (optional)"},"tags":{"type":"string","required":false,"visibility":"user-or-llm","description":"Tags as a JSON array of {key, value} objects (optional)"}}},"dagster_list_assets":{"id":"dagster_list_assets","name":"Dagster List Assets","description":"List assets tracked by a Dagster instance, optionally filtered by key prefix.","version":"1.0.0","params":{"host":{"type":"string","required":true,"visibility":"user-only","description":"Dagster host URL (e.g., https://myorg.dagster.cloud/prod or http://localhost:3001)"},"apiKey":{"type":"string","required":false,"visibility":"user-only","description":"Dagster+ API token (leave blank for OSS / self-hosted)"},"prefix":{"type":"string","required":false,"visibility":"user-or-llm","description":"Slash-delimited asset key prefix to filter by, e.g. \\"raw\\" or \\"raw/events\\" (optional)"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Asset key cursor from a previous response, for pagination (optional)"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of assets to return per page (default 100)"}}},"dagster_list_jobs":{"id":"dagster_list_jobs","name":"Dagster List Jobs","description":"List all jobs across repositories in a Dagster instance.","version":"1.0.0","params":{"host":{"type":"string","required":true,"visibility":"user-only","description":"Dagster host URL (e.g., https://myorg.dagster.cloud/prod or http://localhost:3001)"},"apiKey":{"type":"string","required":false,"visibility":"user-only","description":"Dagster+ API token (leave blank for OSS / self-hosted)"}}},"dagster_list_runs":{"id":"dagster_list_runs","name":"Dagster List Runs","description":"List Dagster runs with optional filters by job name, status, and creation-time range, plus cursor pagination.","version":"1.0.0","params":{"host":{"type":"string","required":true,"visibility":"user-only","description":"Dagster host URL (e.g., https://myorg.dagster.cloud/prod or http://localhost:3001)"},"apiKey":{"type":"string","required":false,"visibility":"user-only","description":"Dagster+ API token (leave blank for OSS / self-hosted)"},"jobName":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter runs by job name (optional)"},"statuses":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated run statuses to filter by, e.g. \\"SUCCESS,FAILURE\\" (optional)"},"createdAfter":{"type":"number","required":false,"visibility":"user-or-llm","description":"Only return runs created at or after this Unix timestamp in seconds (optional)"},"createdBefore":{"type":"number","required":false,"visibility":"user-or-llm","description":"Only return runs created at or before this Unix timestamp in seconds (optional)"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Run ID to page after, from a previous response cursor (optional)"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of runs to return (default 20)"}}},"dagster_list_schedules":{"id":"dagster_list_schedules","name":"Dagster List Schedules","description":"List all schedules in a Dagster repository, optionally filtered by status.","version":"1.0.0","params":{"host":{"type":"string","required":true,"visibility":"user-only","description":"Dagster host URL (e.g., https://myorg.dagster.cloud/prod or http://localhost:3001)"},"apiKey":{"type":"string","required":false,"visibility":"user-only","description":"Dagster+ API token (leave blank for OSS / self-hosted)"},"repositoryLocationName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository location (code location) name"},"repositoryName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository name within the code 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location"},"sensorStatus":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter sensors by status: RUNNING or STOPPED (omit to return all)"}}},"dagster_materialize_assets":{"id":"dagster_materialize_assets","name":"Dagster Materialize Assets","description":"Materialize selected assets by launching their asset job with an asset selection.","version":"1.0.0","params":{"host":{"type":"string","required":true,"visibility":"user-only","description":"Dagster host URL (e.g., https://myorg.dagster.cloud/prod or http://localhost:3001)"},"apiKey":{"type":"string","required":false,"visibility":"user-only","description":"Dagster+ API token (leave blank for OSS / self-hosted)"},"repositoryLocationName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository location (code location) name"},"repositoryName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository name within the code 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(leave blank for OSS / self-hosted)"},"parentRunId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the run to reexecute"},"strategy":{"type":"string","required":true,"visibility":"user-or-llm","description":"Reexecution strategy: ALL_STEPS reruns everything, FROM_FAILURE resumes from failed steps, FROM_ASSET_FAILURE resumes from failed assets"}}},"dagster_report_asset_materialization":{"id":"dagster_report_asset_materialization","name":"Dagster Report Asset Materialization","description":"Report an external (runless) materialization or observation for an asset.","version":"1.0.0","params":{"host":{"type":"string","required":true,"visibility":"user-only","description":"Dagster host URL (e.g., https://myorg.dagster.cloud/prod or http://localhost:3001)"},"apiKey":{"type":"string","required":false,"visibility":"user-only","description":"Dagster+ API token (leave blank for OSS / self-hosted)"},"assetKey":{"type":"string","required":true,"visibility":"user-or-llm","description":"Slash-delimited asset key to report against, e.g. \\"my_asset\\" or \\"raw/events\\""},"eventType":{"type":"string","required":false,"visibility":"user-or-llm","description":"Event type to report: ASSET_MATERIALIZATION (default) or ASSET_OBSERVATION"},"partitionKeys":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated partition keys to report against (optional)"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Human-readable description for the reported event (optional)"}}},"dagster_start_schedule":{"id":"dagster_start_schedule","name":"Dagster Start Schedule","description":"Enable (start) a schedule in a Dagster repository.","version":"1.0.0","params":{"host":{"type":"string","required":true,"visibility":"user-only","description":"Dagster host URL (e.g., https://myorg.dagster.cloud/prod or 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API token (leave blank for OSS / self-hosted)"},"repositoryLocationName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository location (code location) name"},"repositoryName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository name within the code location"},"sensorName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name of the sensor to start"}}},"dagster_stop_schedule":{"id":"dagster_stop_schedule","name":"Dagster Stop Schedule","description":"Disable (stop) a running schedule in Dagster.","version":"1.0.0","params":{"host":{"type":"string","required":true,"visibility":"user-only","description":"Dagster host URL (e.g., https://myorg.dagster.cloud/prod or http://localhost:3001)"},"apiKey":{"type":"string","required":false,"visibility":"user-only","description":"Dagster+ API token (leave blank for OSS / self-hosted)"},"instigationStateId":{"type":"string","required":true,"visibility":"user-or-llm","description":"InstigationState ID of the schedule to stop — available from dagster_list_schedules output"}}},"dagster_stop_sensor":{"id":"dagster_stop_sensor","name":"Dagster Stop Sensor","description":"Disable (stop) a running sensor in Dagster.","version":"1.0.0","params":{"host":{"type":"string","required":true,"visibility":"user-only","description":"Dagster host URL (e.g., https://myorg.dagster.cloud/prod or http://localhost:3001)"},"apiKey":{"type":"string","required":false,"visibility":"user-only","description":"Dagster+ API token (leave blank for OSS / self-hosted)"},"instigationStateId":{"type":"string","required":true,"visibility":"user-or-llm","description":"InstigationState ID of the sensor to stop — available from dagster_list_sensors output"}}},"dagster_terminate_run":{"id":"dagster_terminate_run","name":"Dagster Terminate Run","description":"Terminate an in-progress Dagster run.","version":"1.0.0","params":{"host":{"type":"string","required":true,"visibility":"user-only","description":"Dagster host URL (e.g., https://myorg.dagster.cloud/prod or http://localhost:3001)"},"apiKey":{"type":"string","required":false,"visibility":"user-only","description":"Dagster+ API token (leave blank for OSS / self-hosted)"},"runId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the run to terminate"}}},"dagster_wipe_asset":{"id":"dagster_wipe_asset","name":"Dagster Wipe Asset","description":"DESTRUCTIVE: permanently wipes ALL materialization history (every partition) for an asset. This cannot be undone.","version":"1.0.0","params":{"host":{"type":"string","required":true,"visibility":"user-only","description":"Dagster host URL (e.g., https://myorg.dagster.cloud/prod or http://localhost:3001)"},"apiKey":{"type":"string","required":false,"visibility":"user-only","description":"Dagster+ API token (leave blank for OSS / self-hosted)"},"assetKey":{"type":"string","required":true,"visibility":"user-or-llm","description":"Slash-delimited asset key to wipe, e.g. \\"my_asset\\" or \\"raw/events\\""}}},"databricks_cancel_run":{"id":"databricks_cancel_run","name":"Databricks Cancel Run","description":"Cancel a running or pending Databricks job run. 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Range: \\"0s\\" or \\"5s\\" to \\"50s\\". Default: \\"50s\\""}}},"databricks_get_cluster":{"id":"databricks_get_cluster","name":"Databricks Get Cluster","description":"Get the state, configuration, and resource details of a single Databricks cluster by its cluster ID.","version":"1.0.0","params":{"host":{"type":"string","required":true,"visibility":"user-only","description":"Databricks workspace host (e.g., dbc-abc123.cloud.databricks.com)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Databricks Personal Access Token"},"clusterId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the cluster to retrieve"}}},"databricks_get_job":{"id":"databricks_get_job","name":"Databricks Get Job","description":"Get the full definition and settings of a single Databricks job by its job ID.","version":"1.0.0","params":{"host":{"type":"string","required":true,"visibility":"user-only","description":"Databricks workspace host (e.g., dbc-abc123.cloud.databricks.com)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Databricks Personal Access Token"},"jobId":{"type":"number","required":true,"visibility":"user-or-llm","description":"The canonical identifier of the job to retrieve"}}},"databricks_get_run":{"id":"databricks_get_run","name":"Databricks Get Run","description":"Get the status, timing, and details of a Databricks job run by its run ID.","version":"1.0.0","params":{"host":{"type":"string","required":true,"visibility":"user-only","description":"Databricks workspace host (e.g., dbc-abc123.cloud.databricks.com)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Databricks Personal Access Token"},"runId":{"type":"number","required":true,"visibility":"user-or-llm","description":"The canonical identifier of the run"},"includeHistory":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Include repair history in the response"},"includeResolvedValues":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Include resolved parameter values in the response"}}},"databricks_get_run_output":{"id":"databricks_get_run_output","name":"Databricks Get Run Output","description":"Get the output of a completed Databricks job run, including notebook results, error messages, and logs. 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Use this after Execute SQL when a query runs longer than the wait timeout.","version":"1.0.0","params":{"host":{"type":"string","required":true,"visibility":"user-only","description":"Databricks workspace host (e.g., dbc-abc123.cloud.databricks.com)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Databricks Personal Access Token"},"statementId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the statement to fetch (returned by Execute SQL)"}}},"databricks_list_clusters":{"id":"databricks_list_clusters","name":"Databricks List Clusters","description":"List all clusters in a Databricks workspace including their state, configuration, and resource details.","version":"1.0.0","params":{"host":{"type":"string","required":true,"visibility":"user-only","description":"Databricks workspace host (e.g., dbc-abc123.cloud.databricks.com)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Databricks Personal Access Token"}}},"databricks_list_jobs":{"id":"databricks_list_jobs","name":"Databricks List Jobs","description":"List all jobs in a Databricks workspace with optional filtering by name.","version":"1.0.0","params":{"host":{"type":"string","required":true,"visibility":"user-only","description":"Databricks workspace host (e.g., dbc-abc123.cloud.databricks.com)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Databricks Personal Access Token"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of jobs to return (range 1-100, default 20)"},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Offset for pagination"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter jobs by exact name (case-insensitive)"},"expandTasks":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Include task and cluster details in the response (max 100 elements)"}}},"databricks_list_runs":{"id":"databricks_list_runs","name":"Databricks List Runs","description":"List job runs in a Databricks workspace with optional filtering by job, status, and time range.","version":"1.0.0","params":{"host":{"type":"string","required":true,"visibility":"user-only","description":"Databricks workspace host (e.g., dbc-abc123.cloud.databricks.com)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Databricks Personal Access Token"},"jobId":{"type":"number","required":false,"visibility":"user-or-llm","description":"Filter runs by job ID. 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Use this to discover the warehouse ID needed for Execute SQL.","version":"1.0.0","params":{"host":{"type":"string","required":true,"visibility":"user-only","description":"Databricks workspace host (e.g., dbc-abc123.cloud.databricks.com)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Databricks Personal Access Token"}}},"databricks_run_job":{"id":"databricks_run_job","name":"Databricks Run Job","description":"Trigger an existing Databricks job to run immediately with optional job-level or notebook parameters.","version":"1.0.0","params":{"host":{"type":"string","required":true,"visibility":"user-only","description":"Databricks workspace host (e.g., dbc-abc123.cloud.databricks.com)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Databricks Personal Access Token"},"jobId":{"type":"number","required":true,"visibility":"user-or-llm","description":"The ID of the job to trigger"},"jobParameters":{"type":"string","required":false,"visibility":"user-or-llm","description":"Job-level parameter overrides as a JSON object (e.g., {\\"key\\": \\"value\\"})"},"notebookParams":{"type":"string","required":false,"visibility":"user-or-llm","description":"Notebook task parameters as a JSON object (e.g., {\\"param1\\": \\"value1\\"})"},"idempotencyToken":{"type":"string","required":false,"visibility":"user-or-llm","description":"Idempotency token to prevent duplicate runs (max 64 characters)"}}},"datadog_cancel_downtime":{"id":"datadog_cancel_downtime","name":"Datadog Cancel Downtime","description":"Cancel a scheduled downtime.","version":"1.0.0","params":{"downtimeId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the downtime to cancel (e.g., \\"abc123def456\\")"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Datadog API key"},"applicationKey":{"type":"string","required":true,"visibility":"user-only","description":"Datadog Application key"},"site":{"type":"string","required":false,"visibility":"user-only","description":"Datadog site/region (default: datadoghq.com)"}}},"datadog_create_downtime":{"id":"datadog_create_downtime","name":"Datadog Create Downtime","description":"Schedule a downtime to suppress monitor notifications during maintenance windows.","version":"1.0.0","params":{"scope":{"type":"string","required":true,"visibility":"user-or-llm","description":"Scope to apply downtime to (e.g., \\"host:myhost\\", \\"env:production\\", or \\"*\\" for all)"},"message":{"type":"string","required":false,"visibility":"user-or-llm","description":"Message to display during downtime"},"start":{"type":"number","required":false,"visibility":"user-or-llm","description":"Unix timestamp for downtime start in seconds (e.g., 1705320000, defaults to now)"},"end":{"type":"number","required":false,"visibility":"user-or-llm","description":"Unix timestamp for downtime end in seconds (e.g., 1705323600)"},"timezone":{"type":"string","required":false,"visibility":"user-or-llm","description":"Timezone for the downtime (e.g., \\"America/New_York\\", \\"UTC\\", \\"Europe/London\\")"},"monitorId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Specific monitor ID to mute (e.g., \\"12345678\\")"},"monitorTags":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated monitor tags to match (e.g., \\"team:backend,priority:high\\")"},"muteFirstRecoveryNotification":{"type":"boolean","required":false,"visibility":"user-only","description":"Mute the first recovery notification"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Datadog API key"},"applicationKey":{"type":"string","required":true,"visibility":"user-only","description":"Datadog Application key"},"site":{"type":"string","required":false,"visibility":"user-only","description":"Datadog site/region (default: datadoghq.com)"}}},"datadog_create_event":{"id":"datadog_create_event","name":"Datadog Create Event","description":"Post an event to the Datadog event stream. Use for deployment notifications, alerts, or any significant occurrences.","version":"1.0.0","params":{"title":{"type":"string","required":true,"visibility":"user-or-llm","description":"Event title"},"text":{"type":"string","required":true,"visibility":"user-or-llm","description":"Event body/description. 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Can include @-mentions and markdown."},"tags":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of tags"},"priority":{"type":"number","required":false,"visibility":"user-or-llm","description":"Monitor priority (1-5, where 1 is highest)"},"options":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON string of monitor options (thresholds, notify_no_data, renotify_interval, etc.)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Datadog API key"},"applicationKey":{"type":"string","required":true,"visibility":"user-only","description":"Datadog Application key"},"site":{"type":"string","required":false,"visibility":"user-only","description":"Datadog site/region (default: datadoghq.com)"}}},"datadog_get_monitor":{"id":"datadog_get_monitor","name":"Datadog Get Monitor","description":"Retrieve details of a specific monitor by ID.","version":"1.0.0","params":{"monitorId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the monitor to retrieve (e.g., \\"12345678\\")"},"groupStates":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated group states to include (e.g., \\"alert,warn\\", \\"alert,warn,no data,ok\\")"},"withDowntimes":{"type":"boolean","required":false,"visibility":"user-only","description":"Include downtime data with the monitor"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Datadog API key"},"applicationKey":{"type":"string","required":true,"visibility":"user-only","description":"Datadog Application key"},"site":{"type":"string","required":false,"visibility":"user-only","description":"Datadog site/region (default: datadoghq.com)"}}},"datadog_list_downtimes":{"id":"datadog_list_downtimes","name":"Datadog List Downtimes","description":"List all scheduled downtimes in Datadog.","version":"1.0.0","params":{"currentOnly":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Only return currently active downtimes"},"monitorId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by monitor ID (e.g., \\"12345678\\")"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Datadog API key"},"applicationKey":{"type":"string","required":true,"visibility":"user-only","description":"Datadog Application key"},"site":{"type":"string","required":false,"visibility":"user-only","description":"Datadog site/region (default: datadoghq.com)"}}},"datadog_list_monitors":{"id":"datadog_list_monitors","name":"Datadog List Monitors","description":"List all monitors in Datadog with optional filtering by name, tags, or state.","version":"1.0.0","params":{"groupStates":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated group states to filter by (e.g., \\"alert,warn\\", \\"alert,warn,no data,ok\\")"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter monitors by name with partial match (e.g., \\"CPU\\", \\"Production\\")"},"tags":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of tags to filter by (e.g., \\"env:prod,team:backend\\")"},"monitorTags":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of monitor tags to filter by (e.g., \\"service:api,priority:high\\")"},"withDowntimes":{"type":"boolean","required":false,"visibility":"user-only","description":"Include downtime data with monitors"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number for pagination (0-indexed, e.g., 0, 1, 2)"},"pageSize":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of monitors per page (e.g., 50, max: 1000)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Datadog API key"},"applicationKey":{"type":"string","required":true,"visibility":"user-only","description":"Datadog Application key"},"site":{"type":"string","required":false,"visibility":"user-only","description":"Datadog site/region (default: datadoghq.com)"}}},"datadog_mute_monitor":{"id":"datadog_mute_monitor","name":"Datadog Mute Monitor","description":"Mute a monitor to temporarily suppress notifications.","version":"1.0.0","params":{"monitorId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the monitor to mute (e.g., \\"12345678\\")"},"scope":{"type":"string","required":false,"visibility":"user-or-llm","description":"Scope to mute (e.g., \\"host:myhost\\", \\"env:prod\\"). If not specified, mutes all scopes."},"end":{"type":"number","required":false,"visibility":"user-or-llm","description":"Unix timestamp in seconds when the mute should end (e.g., 1705323600). If not specified, mutes indefinitely."},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Datadog API key"},"applicationKey":{"type":"string","required":true,"visibility":"user-only","description":"Datadog Application key"},"site":{"type":"string","required":false,"visibility":"user-only","description":"Datadog site/region (default: datadoghq.com)"}}},"datadog_query_logs":{"id":"datadog_query_logs","name":"Datadog Query Logs","description":"Search and retrieve logs from Datadog. Use for troubleshooting, analysis, or monitoring.","version":"1.0.0","params":{"query":{"type":"string","required":true,"visibility":"user-or-llm","description":"Log search query using Datadog query syntax (e.g., \\"service:web-app status:error\\", \\"host:prod-* @http.status_code:500\\")"},"from":{"type":"string","required":true,"visibility":"user-or-llm","description":"Start time in ISO-8601 format or relative time (e.g., \\"now-1h\\", \\"now-15m\\", \\"2024-01-15T10:00:00Z\\")"},"to":{"type":"string","required":true,"visibility":"user-or-llm","description":"End time in ISO-8601 format or relative time (e.g., \\"now\\", \\"now-5m\\", \\"2024-01-15T12:00:00Z\\")"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of logs to return (e.g., 50, 100, max: 1000)"},"sort":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort order: \\"timestamp\\" for oldest first, \\"-timestamp\\" for newest first"},"indexes":{"type":"string","required":false,"visibility":"user-only","description":"Comma-separated list of log indexes to search"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Datadog API key"},"applicationKey":{"type":"string","required":true,"visibility":"user-only","description":"Datadog Application key"},"site":{"type":"string","required":false,"visibility":"user-only","description":"Datadog site/region (default: datadoghq.com)"}}},"datadog_query_timeseries":{"id":"datadog_query_timeseries","name":"Datadog Query Timeseries","description":"Query metric timeseries data from Datadog. Use for analyzing trends, creating reports, or retrieving metric values.","version":"1.0.0","params":{"query":{"type":"string","required":true,"visibility":"user-or-llm","description":"Datadog metrics query (e.g., \\"avg:system.cpu.user{*}\\", \\"sum:nginx.requests{env:prod}.as_count()\\")"},"from":{"type":"number","required":true,"visibility":"user-or-llm","description":"Start time as Unix timestamp in seconds (e.g., 1705320000)"},"to":{"type":"number","required":true,"visibility":"user-or-llm","description":"End time as Unix timestamp in seconds (e.g., 1705323600)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Datadog API key"},"applicationKey":{"type":"string","required":true,"visibility":"user-only","description":"Datadog Application key"},"site":{"type":"string","required":false,"visibility":"user-only","description":"Datadog site/region (default: datadoghq.com)"}}},"datadog_send_logs":{"id":"datadog_send_logs","name":"Datadog Send Logs","description":"Send log entries to Datadog for centralized logging and analysis.","version":"1.0.0","params":{"logs":{"type":"string","required":true,"visibility":"user-or-llm","description":"JSON array of log entries. Each entry should have message and optionally ddsource, ddtags, hostname, service."},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Datadog API key"},"site":{"type":"string","required":false,"visibility":"user-only","description":"Datadog site/region (default: datadoghq.com)"}}},"datadog_submit_metrics":{"id":"datadog_submit_metrics","name":"Datadog Submit Metrics","description":"Submit custom metrics to Datadog. Use for tracking application performance, business metrics, or custom monitoring data.","version":"1.0.0","params":{"series":{"type":"string","required":true,"visibility":"user-or-llm","description":"JSON array of metric series to submit. Each series should include metric name, type (gauge/rate/count), points (timestamp/value pairs), and optional tags."},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Datadog API key"},"site":{"type":"string","required":false,"visibility":"user-only","description":"Datadog site/region (default: datadoghq.com)"}}},"datagma_enrich_company":{"id":"datagma_enrich_company","name":"Datagma Enrich Company","description":"Enrich a company profile using a domain, company name, or SIREN number (France). Returns size, industry, revenue, and description. Uses 2 credits per match.","version":"1.0.0","params":{"data":{"type":"string","required":true,"visibility":"user-or-llm","description":"Company domain (e.g., \'stripe.com\'), company name, or French SIREN number to enrich"},"companyPremium":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Include LinkedIn company data in the response"},"companyFull":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Include financial information in the response"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Datagma API key"}}},"datagma_enrich_person":{"id":"datagma_enrich_person","name":"Datagma Enrich Person","description":"Enrich a person\'s profile using their email, LinkedIn URL, or full name and company. Returns job title, company, location, and social data. Uses 2 credits per match; add 30 credits when a phone number is found.","version":"1.0.0","params":{"data":{"type":"string","required":true,"visibility":"user-or-llm","description":"Email address, LinkedIn URL, or full name (use companyKeyword when providing a name)"},"companyKeyword":{"type":"string","required":false,"visibility":"user-or-llm","description":"Company name or keyword to disambiguate when data is a full name"},"countryCode":{"type":"string","required":false,"visibility":"user-or-llm","description":"Two-letter country code to improve match accuracy (e.g., \'US\', \'GB\')"},"personFull":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Include education and work history in the response"},"phoneFull":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Attempt to find a mobile phone number (costs 30 additional credits if found)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Datagma API key"}}},"datagma_find_email":{"id":"datagma_find_email","name":"Datagma Find Email","description":"Find a verified work email from a person\'s full name and company. Uses 1 credit when a verified email is found.","version":"1.0.0","params":{"fullName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Person\'s full name (e.g., \'John Doe\')"},"company":{"type":"string","required":true,"visibility":"user-or-llm","description":"Company name or domain (e.g., \'Stripe\' or \'stripe.com\')"},"linkedInSlug":{"type":"string","required":false,"visibility":"user-or-llm","description":"LinkedIn company URL slug to improve match accuracy by 20%+"},"findEmailV2Step":{"type":"number","required":false,"visibility":"user-or-llm","description":"Lookup depth: 3 = full email (default), 2 = domain only"},"findEmailV2Country":{"type":"string","required":false,"visibility":"user-or-llm","description":"User\'s location to improve accuracy (e.g., \'General\', \'Japan\', \'France\')"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Datagma API key"}}},"datagma_find_phone":{"id":"datagma_find_phone","name":"Datagma Find Phone","description":"Find a mobile phone number from a person\'s LinkedIn URL. 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If the session is suspended, it will be automatically resumed. Returns the updated session state.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Devin API key (service user credential starting with cog_)"},"orgId":{"type":"string","required":true,"visibility":"user-only","description":"Devin organization ID (prefixed with org-)"},"sessionId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The session ID to send the message to"},"message":{"type":"string","required":true,"visibility":"user-or-llm","description":"The message to send to Devin"}}},"devin_terminate_session":{"id":"devin_terminate_session","name":"terminate_session","description":"Terminate a Devin session. 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Messages older than 2 weeks cannot be bulk deleted."},"serverId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Discord server ID (guild ID), e.g., 123456789012345678"}}},"discord_create_channel":{"id":"discord_create_channel","name":"Discord Create Channel","description":"Create a new channel in a Discord server","version":"1.0.0","params":{"botToken":{"type":"string","required":true,"visibility":"user-only","description":"The bot token for authentication"},"serverId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Discord server ID (guild ID), e.g., 123456789012345678"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"The name of the channel (1-100 characters)"},"type":{"type":"number","required":false,"visibility":"user-or-llm","description":"Channel type (0=text, 2=voice, 4=category, 5=announcement, 13=stage)"},"topic":{"type":"string","required":false,"visibility":"user-or-llm","description":"Channel topic (0-1024 characters)"},"parentId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Parent category ID for the channel, e.g., 123456789012345678"}}},"discord_create_invite":{"id":"discord_create_invite","name":"Discord Create Invite","description":"Create an invite link for a Discord channel","version":"1.0.0","params":{"botToken":{"type":"string","required":true,"visibility":"user-only","description":"The bot token for authentication"},"channelId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Discord channel ID to create an invite for, e.g., 123456789012345678"},"maxAge":{"type":"number","required":false,"visibility":"user-or-llm","description":"Duration of invite in seconds (0 = never expires, default 86400)"},"maxUses":{"type":"number","required":false,"visibility":"user-or-llm","description":"Max number of uses (0 = unlimited, default 0)"},"temporary":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether invite grants temporary membership"},"serverId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Discord server ID (guild ID), e.g., 123456789012345678"}}},"discord_create_role":{"id":"discord_create_role","name":"Discord Create Role","description":"Create a new role in a Discord server","version":"1.0.0","params":{"botToken":{"type":"string","required":true,"visibility":"user-only","description":"The bot token for authentication"},"serverId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Discord server ID (guild ID), e.g., 123456789012345678"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"The name of the role"},"color":{"type":"number","required":false,"visibility":"user-or-llm","description":"RGB color value as integer (e.g., 0xFF0000 for red)"},"hoist":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to display role members separately from online members"},"mentionable":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the role can be mentioned"}}},"discord_create_thread":{"id":"discord_create_thread","name":"Discord Create Thread","description":"Create a thread in a Discord channel","version":"1.0.0","params":{"botToken":{"type":"string","required":true,"visibility":"user-only","description":"The bot token for authentication"},"channelId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Discord channel ID to create the thread in, e.g., 123456789012345678"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"The name of the thread (1-100 characters)"},"messageId":{"type":"string","required":false,"visibility":"user-or-llm","description":"The message ID to create a thread from (if creating from existing message), e.g., 123456789012345678"},"autoArchiveDuration":{"type":"number","required":false,"visibility":"user-or-llm","description":"Duration in minutes to auto-archive the thread (60, 1440, 4320, 10080)"},"isPublic":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the standalone thread is public (visible to everyone in the channel) or private. Ignored when creating a thread from an existing message, which always inherits the parent channel visibility. Defaults to public if omitted."},"serverId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Discord server ID (guild ID), e.g., 123456789012345678"}}},"discord_create_webhook":{"id":"discord_create_webhook","name":"Discord Create Webhook","description":"Create a webhook in a Discord channel","version":"1.0.0","params":{"botToken":{"type":"string","required":true,"visibility":"user-only","description":"The bot token for authentication"},"channelId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Discord channel ID to create the webhook in, e.g., 123456789012345678"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name of the webhook (1-80 characters)"},"serverId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Discord server ID (guild ID), e.g., 123456789012345678"}}},"discord_delete_channel":{"id":"discord_delete_channel","name":"Discord Delete Channel","description":"Delete a Discord channel","version":"1.0.0","params":{"botToken":{"type":"string","required":true,"visibility":"user-only","description":"The bot token for authentication"},"channelId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Discord channel ID to delete, e.g., 123456789012345678"},"serverId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Discord server ID (guild ID), e.g., 123456789012345678"}}},"discord_delete_invite":{"id":"discord_delete_invite","name":"Discord Delete Invite","description":"Delete a Discord invite","version":"1.0.0","params":{"botToken":{"type":"string","required":true,"visibility":"user-only","description":"The bot token for authentication"},"inviteCode":{"type":"string","required":true,"visibility":"user-or-llm","description":"The invite code to delete"},"serverId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Discord server ID (guild ID), e.g., 123456789012345678"}}},"discord_delete_message":{"id":"discord_delete_message","name":"Discord Delete Message","description":"Delete a message from a Discord channel","version":"1.0.0","params":{"botToken":{"type":"string","required":true,"visibility":"user-only","description":"The bot token for authentication"},"channelId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Discord channel ID containing the message, e.g., 123456789012345678"},"messageId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the message to delete, e.g., 123456789012345678"},"serverId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Discord server ID (guild ID), e.g., 123456789012345678"}}},"discord_delete_role":{"id":"discord_delete_role","name":"Discord Delete Role","description":"Delete a role from a Discord server","version":"1.0.0","params":{"botToken":{"type":"string","required":true,"visibility":"user-only","description":"The bot token for authentication"},"serverId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Discord server ID (guild ID), e.g., 123456789012345678"},"roleId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The role ID to delete, e.g., 123456789012345678"}}},"discord_delete_webhook":{"id":"discord_delete_webhook","name":"Discord Delete Webhook","description":"Delete a Discord webhook","version":"1.0.0","params":{"botToken":{"type":"string","required":true,"visibility":"user-only","description":"The bot token for authentication"},"webhookId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The webhook ID to delete, e.g., 123456789012345678"},"serverId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Discord server ID (guild ID), e.g., 123456789012345678"}}},"discord_edit_message":{"id":"discord_edit_message","name":"Discord Edit Message","description":"Edit an existing message in a Discord channel","version":"1.0.0","params":{"botToken":{"type":"string","required":true,"visibility":"user-only","description":"The bot token for authentication"},"channelId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Discord channel ID containing the message, e.g., 123456789012345678"},"messageId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the message to edit, e.g., 123456789012345678"},"content":{"type":"string","required":false,"visibility":"user-or-llm","description":"The new text content for the message"},"serverId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Discord server ID (guild ID), e.g., 123456789012345678"}}},"discord_execute_webhook":{"id":"discord_execute_webhook","name":"Discord Execute Webhook","description":"Execute a Discord webhook to send a message","version":"1.0.0","params":{"webhookId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The webhook ID, e.g., 123456789012345678"},"webhookToken":{"type":"string","required":true,"visibility":"user-only","description":"The webhook token"},"content":{"type":"string","required":true,"visibility":"user-or-llm","description":"The message content to send"},"username":{"type":"string","required":false,"visibility":"user-or-llm","description":"Override the default username of the webhook"},"serverId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Discord server ID (guild ID), e.g., 123456789012345678"}}},"discord_get_channel":{"id":"discord_get_channel","name":"Discord Get Channel","description":"Get information about a Discord channel","version":"1.0.0","params":{"botToken":{"type":"string","required":true,"visibility":"user-only","description":"The bot token for authentication"},"channelId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Discord channel ID to retrieve, e.g., 123456789012345678"},"serverId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Discord server ID (guild ID), e.g., 123456789012345678"}}},"discord_get_invite":{"id":"discord_get_invite","name":"Discord Get Invite","description":"Get information about a Discord invite","version":"1.0.0","params":{"botToken":{"type":"string","required":true,"visibility":"user-only","description":"The bot token for authentication"},"inviteCode":{"type":"string","required":true,"visibility":"user-or-llm","description":"The invite code to retrieve"},"serverId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Discord server ID (guild ID), e.g., 123456789012345678"}}},"discord_get_member":{"id":"discord_get_member","name":"Discord Get Member","description":"Get information about a member in a Discord server","version":"1.0.0","params":{"botToken":{"type":"string","required":true,"visibility":"user-only","description":"The bot token for authentication"},"serverId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Discord server ID (guild ID), e.g., 123456789012345678"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The user ID to retrieve, e.g., 123456789012345678"}}},"discord_get_messages":{"id":"discord_get_messages","name":"Discord Get Messages","description":"Retrieve messages from a Discord channel","version":"1.0.0","params":{"botToken":{"type":"string","required":true,"visibility":"user-only","description":"The bot token for authentication"},"channelId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Discord channel ID to retrieve messages from, e.g., 123456789012345678"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of messages to retrieve (default: 10, max: 100)"}}},"discord_get_pinned_messages":{"id":"discord_get_pinned_messages","name":"Discord Get Pinned Messages","description":"Retrieve all pinned messages in a Discord channel","version":"1.0.0","params":{"botToken":{"type":"string","required":true,"visibility":"user-only","description":"The bot token for authentication"},"channelId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Discord channel ID to retrieve pinned messages from, e.g., 123456789012345678"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of pins to return per page (1-50). Defaults to 50."},"before":{"type":"string","required":false,"visibility":"user-or-llm","description":"Return pins created before this ISO8601 timestamp, for paging past the first 50 results"}}},"discord_get_server":{"id":"discord_get_server","name":"Discord Get Server","description":"Retrieve information about a Discord server (guild)","version":"1.0.0","params":{"botToken":{"type":"string","required":true,"visibility":"user-only","description":"The bot token for authentication"},"serverId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Discord server ID (guild ID), e.g., 123456789012345678"}}},"discord_get_user":{"id":"discord_get_user","name":"Discord Get User","description":"Retrieve information about a Discord user","version":"1.0.0","params":{"botToken":{"type":"string","required":true,"visibility":"user-only","description":"Discord bot token for authentication"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Discord user ID, e.g., 123456789012345678"}}},"discord_get_webhook":{"id":"discord_get_webhook","name":"Discord Get Webhook","description":"Get information about a Discord webhook","version":"1.0.0","params":{"botToken":{"type":"string","required":true,"visibility":"user-only","description":"The bot token for authentication"},"webhookId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The webhook ID to retrieve, e.g., 123456789012345678"},"serverId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Discord server ID (guild ID), e.g., 123456789012345678"}}},"discord_join_thread":{"id":"discord_join_thread","name":"Discord Join Thread","description":"Join a thread in Discord","version":"1.0.0","params":{"botToken":{"type":"string","required":true,"visibility":"user-only","description":"The bot token for authentication"},"threadId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The thread ID to join, e.g., 123456789012345678"},"serverId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Discord server ID (guild ID), e.g., 123456789012345678"}}},"discord_kick_member":{"id":"discord_kick_member","name":"Discord Kick Member","description":"Kick a member from a Discord server","version":"1.0.0","params":{"botToken":{"type":"string","required":true,"visibility":"user-only","description":"The bot token for authentication"},"serverId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Discord server ID (guild ID), e.g., 123456789012345678"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The user ID to kick, e.g., 123456789012345678"},"reason":{"type":"string","required":false,"visibility":"user-or-llm","description":"Reason for kicking the member"}}},"discord_leave_thread":{"id":"discord_leave_thread","name":"Discord Leave Thread","description":"Leave a thread in Discord","version":"1.0.0","params":{"botToken":{"type":"string","required":true,"visibility":"user-only","description":"The bot token for authentication"},"threadId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The thread ID to leave, e.g., 123456789012345678"},"serverId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Discord server ID (guild ID), e.g., 123456789012345678"}}},"discord_list_channels":{"id":"discord_list_channels","name":"Discord List Channels","description":"List all channels in a Discord server","version":"1.0.0","params":{"botToken":{"type":"string","required":true,"visibility":"user-only","description":"The bot token for authentication"},"serverId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Discord server ID (guild ID), e.g., 123456789012345678"}}},"discord_list_roles":{"id":"discord_list_roles","name":"Discord List Roles","description":"List all roles in a Discord server","version":"1.0.0","params":{"botToken":{"type":"string","required":true,"visibility":"user-only","description":"The bot token for authentication"},"serverId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Discord server ID (guild ID), e.g., 123456789012345678"}}},"discord_pin_message":{"id":"discord_pin_message","name":"Discord Pin Message","description":"Pin a message in a Discord channel","version":"1.0.0","params":{"botToken":{"type":"string","required":true,"visibility":"user-only","description":"The bot token for authentication"},"channelId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Discord channel ID containing the message, e.g., 123456789012345678"},"messageId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the message to pin, e.g., 123456789012345678"},"serverId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Discord server ID (guild ID), e.g., 123456789012345678"}}},"discord_remove_reaction":{"id":"discord_remove_reaction","name":"Discord Remove Reaction","description":"Remove a reaction from a Discord message","version":"1.0.0","params":{"botToken":{"type":"string","required":true,"visibility":"user-only","description":"The bot token for authentication"},"channelId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Discord channel ID containing the message, e.g., 123456789012345678"},"messageId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the message with the reaction, e.g., 123456789012345678"},"emoji":{"type":"string","required":true,"visibility":"user-or-llm","description":"The emoji to remove (unicode emoji or custom emoji in name:id format)"},"userId":{"type":"string","required":false,"visibility":"user-or-llm","description":"The user ID whose reaction to remove (omit to remove bot\'s own reaction), e.g., 123456789012345678"},"serverId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Discord server ID (guild ID), e.g., 123456789012345678"}}},"discord_remove_role":{"id":"discord_remove_role","name":"Discord Remove Role","description":"Remove a role from a member in a Discord server","version":"1.0.0","params":{"botToken":{"type":"string","required":true,"visibility":"user-only","description":"The bot token for authentication"},"serverId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Discord server ID (guild ID), e.g., 123456789012345678"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The user ID to remove the role from, e.g., 123456789012345678"},"roleId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The role ID to remove, e.g., 123456789012345678"}}},"discord_send_message":{"id":"discord_send_message","name":"Discord Send Message","description":"Send a message to a Discord channel","version":"1.0.0","params":{"botToken":{"type":"string","required":true,"visibility":"user-only","description":"The bot token for authentication"},"channelId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Discord channel ID to send the message to, e.g., 123456789012345678"},"content":{"type":"string","required":false,"visibility":"user-or-llm","description":"The text content of the message"},"serverId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Discord server ID (guild ID), e.g., 123456789012345678"},"files":{"type":"file[]","required":false,"visibility":"user-only","description":"Files to attach to the message"}}},"discord_unban_member":{"id":"discord_unban_member","name":"Discord Unban Member","description":"Unban a member from a Discord server","version":"1.0.0","params":{"botToken":{"type":"string","required":true,"visibility":"user-only","description":"The bot token for authentication"},"serverId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Discord server ID (guild ID), e.g., 123456789012345678"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The user ID to unban, e.g., 123456789012345678"},"reason":{"type":"string","required":false,"visibility":"user-or-llm","description":"Reason for unbanning the member"}}},"discord_unpin_message":{"id":"discord_unpin_message","name":"Discord Unpin Message","description":"Unpin a message in a Discord channel","version":"1.0.0","params":{"botToken":{"type":"string","required":true,"visibility":"user-only","description":"The bot token for authentication"},"channelId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Discord channel ID containing the message, e.g., 123456789012345678"},"messageId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the message to unpin, e.g., 123456789012345678"},"serverId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Discord server ID (guild ID), e.g., 123456789012345678"}}},"discord_update_channel":{"id":"discord_update_channel","name":"Discord Update Channel","description":"Update a Discord channel","version":"1.0.0","params":{"botToken":{"type":"string","required":true,"visibility":"user-only","description":"The bot token for authentication"},"channelId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Discord channel ID to update, e.g., 123456789012345678"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"The new name for the channel"},"topic":{"type":"string","required":false,"visibility":"user-or-llm","description":"The new topic for the channel"},"serverId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Discord server ID (guild ID), e.g., 123456789012345678"}}},"discord_update_member":{"id":"discord_update_member","name":"Discord Update Member","description":"Update a member in a Discord server (e.g., change nickname)","version":"1.0.0","params":{"botToken":{"type":"string","required":true,"visibility":"user-only","description":"The bot token for authentication"},"serverId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Discord server ID (guild ID), e.g., 123456789012345678"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The user ID to update, e.g., 123456789012345678"},"nick":{"type":"string","required":false,"visibility":"user-or-llm","description":"New nickname for the member (null to remove)"},"mute":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to mute the member in voice channels"},"deaf":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to deafen the member in voice channels"}}},"discord_update_role":{"id":"discord_update_role","name":"Discord Update Role","description":"Update a role in a Discord server","version":"1.0.0","params":{"botToken":{"type":"string","required":true,"visibility":"user-only","description":"The bot token for authentication"},"serverId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Discord server ID (guild ID), e.g., 123456789012345678"},"roleId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The role ID to update, e.g., 123456789012345678"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"The new name for the role"},"color":{"type":"number","required":false,"visibility":"user-or-llm","description":"RGB color value as integer"},"hoist":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to display role members separately"},"mentionable":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the role can be mentioned"}}},"docusign_create_from_template":{"id":"docusign_create_from_template","name":"Send from DocuSign Template","description":"Create and send a DocuSign envelope using a pre-built template","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"DocuSign OAuth access token"},"templateId":{"type":"string","required":true,"visibility":"user-or-llm","description":"DocuSign template ID to use"},"emailSubject":{"type":"string","required":false,"visibility":"user-or-llm","description":"Override email subject (uses template default if not set)"},"emailBody":{"type":"string","required":false,"visibility":"user-or-llm","description":"Override email body message"},"templateRoles":{"type":"string","required":true,"visibility":"user-or-llm","description":"JSON array of template roles, e.g. [{\\"roleName\\":\\"Signer\\",\\"name\\":\\"John\\",\\"email\\":\\"john@example.com\\"}]"},"status":{"type":"string","required":false,"visibility":"user-or-llm","description":"Envelope status: \\"sent\\" to send immediately, \\"created\\" for draft (default: \\"sent\\")"}},"oauth":{"required":true,"provider":"docusign"}},"docusign_download_document":{"id":"docusign_download_document","name":"Download DocuSign Document","description":"Download a signed document from a completed DocuSign envelope","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"DocuSign OAuth access token"},"envelopeId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The envelope ID containing the document"},"documentId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Specific document ID to download, or \\"combined\\" for all documents merged (default: \\"combined\\")"}},"oauth":{"required":true,"provider":"docusign"}},"docusign_get_envelope":{"id":"docusign_get_envelope","name":"Get DocuSign Envelope","description":"Get the details and status of a DocuSign envelope","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"DocuSign OAuth access token"},"envelopeId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The envelope ID to retrieve"}},"oauth":{"required":true,"provider":"docusign"}},"docusign_list_envelopes":{"id":"docusign_list_envelopes","name":"List DocuSign Envelopes","description":"List envelopes from your DocuSign account with optional 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Defaults to 30 days ago"},"toDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"End date filter (ISO 8601)"},"envelopeStatus":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by status: created, sent, delivered, completed, declined, voided"},"searchText":{"type":"string","required":false,"visibility":"user-or-llm","description":"Search text to filter envelopes"},"count":{"type":"string","required":false,"visibility":"user-or-llm","description":"Maximum number of envelopes to return (default: 25)"}},"oauth":{"required":true,"provider":"docusign"}},"docusign_list_recipients":{"id":"docusign_list_recipients","name":"List DocuSign Recipients","description":"Get the recipient status details for a DocuSign envelope","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"DocuSign OAuth access token"},"envelopeId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The envelope ID to get recipients for"}},"oauth":{"required":true,"provider":"docusign"}},"docusign_list_templates":{"id":"docusign_list_templates","name":"List DocuSign Templates","description":"List available templates in your DocuSign account","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"DocuSign OAuth access token"},"searchText":{"type":"string","required":false,"visibility":"user-or-llm","description":"Search text to filter templates by name"},"count":{"type":"string","required":false,"visibility":"user-or-llm","description":"Maximum number of templates to return"}},"oauth":{"required":true,"provider":"docusign"}},"docusign_send_envelope":{"id":"docusign_send_envelope","name":"Send DocuSign Envelope","description":"Create and send a DocuSign envelope with a document for e-signature","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"DocuSign OAuth access token"},"emailSubject":{"type":"string","required":true,"visibility":"user-or-llm","description":"Email subject for the envelope"},"emailBody":{"type":"string","required":false,"visibility":"user-or-llm","description":"Email body message"},"signerEmail":{"type":"string","required":true,"visibility":"user-or-llm","description":"Email address of the signer"},"signerName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Full name of the signer"},"ccEmail":{"type":"string","required":false,"visibility":"user-or-llm","description":"Email address of carbon copy recipient"},"ccName":{"type":"string","required":false,"visibility":"user-or-llm","description":"Full name of carbon copy recipient"},"file":{"type":"file","required":false,"visibility":"user-or-llm","description":"Document file to send for signature"},"status":{"type":"string","required":false,"visibility":"user-or-llm","description":"Envelope status: \\"sent\\" to send immediately, \\"created\\" for draft (default: \\"sent\\")"}},"oauth":{"required":true,"provider":"docusign"}},"docusign_void_envelope":{"id":"docusign_void_envelope","name":"Void DocuSign Envelope","description":"Void (cancel) a sent DocuSign envelope that has not yet been completed","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"DocuSign OAuth access token"},"envelopeId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The envelope ID to void"},"voidedReason":{"type":"string","required":true,"visibility":"user-or-llm","description":"Reason for voiding the envelope"}},"oauth":{"required":true,"provider":"docusign"}},"downdetector_get_company":{"id":"downdetector_get_company","name":"Downdetector Get Company","description":"Get details for a Downdetector company by id, including its current status, 24h report statistics, baseline, and available problem indicators.","version":"1.0.0","params":{"companyId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Downdetector company id"},"fields":{"type":"string","required":false,"visibility":"user-only","description":"Comma-separated list of fields to return (defaults to a rich set including status, stats_24, and baseline)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Downdetector API Bearer token"}}},"downdetector_get_company_attribution":{"id":"downdetector_get_company_attribution","name":"Downdetector Get Company Attribution","description":"Get the incident attribution for a Downdetector company while it is in an outage state — whether the issue is internal (isolated) or external (a dependency), the estimated user impact, and the related incident. Requires Incident Attribution access.","version":"1.0.0","params":{"companyId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Downdetector company id"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Downdetector API Bearer token"}}},"downdetector_get_company_baseline":{"id":"downdetector_get_company_baseline","name":"Downdetector Get Company Baseline","description":"Get the current baseline report value for a Downdetector company. This is the expected average number of reports for the current period, used to judge whether current reports are abnormal.","version":"1.0.0","params":{"companyId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Downdetector company id"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Downdetector API Bearer token"}}},"downdetector_get_company_events":{"id":"downdetector_get_company_events","name":"Downdetector Get Company Events","description":"Get the published events (such as detected outages) for a Downdetector company, including the measured vs expected report volume for each event.","version":"1.0.0","params":{"companyId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Downdetector company id"},"startdate":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO 8601 start of the time range (only works together with enddate)"},"enddate":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO 8601 end of the time range (only works together with startdate)"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Requested page number (1-indexed)"},"pageSize":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page, between 10 and 100"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Downdetector API Bearer token"}}},"downdetector_get_company_incidents":{"id":"downdetector_get_company_incidents","name":"Downdetector Get Company Incidents","description":"Get the list of incidents (outages) for a Downdetector company. Defaults to the last 24 hours unless a date range is provided.","version":"1.0.0","params":{"companyId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Downdetector company id"},"onlyActive":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"When true, only the currently active incident is returned"},"startdate":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO 8601 start of the time range (only works together with enddate)"},"enddate":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO 8601 end of the time range (only works together with startdate)"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Requested page number (1-indexed)"},"pageSize":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page, between 10 and 100"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Downdetector API Bearer token"}}},"downdetector_get_company_indicators":{"id":"downdetector_get_company_indicators","name":"Downdetector Get Company Indicators","description":"Get the problem indicators (e.g. \\"App crashing\\", \\"Login\\", \\"Server connection\\") reported for a Downdetector company over a time period, with the report counts and percentages for each.","version":"1.0.0","params":{"companyId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Downdetector company id"},"startdate":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO 8601 start of the time range (only works together with enddate)"},"enddate":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO 8601 end of the time range (only works together with startdate)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Downdetector API Bearer token"}}},"downdetector_get_company_last_15":{"id":"downdetector_get_company_last_15","name":"Downdetector Get Company Last 15 Minutes","description":"Get the number of outage reports for a Downdetector company over the last 15 minutes. A convenient near-real-time signal for threshold-based alerting.","version":"1.0.0","params":{"companyId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Downdetector company id"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Downdetector API Bearer token"}}},"downdetector_get_company_status":{"id":"downdetector_get_company_status","name":"Downdetector Get Company Status","description":"Get the current detected status for a Downdetector company. Returns \\"success\\" (no problems), \\"warning\\", or \\"danger\\" (likely outage).","version":"1.0.0","params":{"companyId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Downdetector company id"},"threshold":{"type":"number","required":false,"visibility":"user-or-llm","description":"If set, returns \\"danger\\" when the current report count is above this threshold, otherwise \\"success\\""},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Downdetector API Bearer token"}}},"downdetector_get_provider":{"id":"downdetector_get_provider","name":"Downdetector Get Provider","description":"Get details for a Downdetector provider (ISP or network operator) by id, such as its name and Downdetector id.","version":"1.0.0","params":{"providerId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Downdetector provider id"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Downdetector API Bearer token"}}},"downdetector_get_reports":{"id":"downdetector_get_reports","name":"Downdetector Get Reports","description":"Get the number of outage reports over time for one or more company slugs, bucketed by interval. Useful for plotting report trends or detecting spikes. Defaults to the last 24 hours.","version":"1.0.0","params":{"slugs":{"type":"string","required":true,"visibility":"user-or-llm","description":"Comma-separated company slug(s) to report on. Example: \\"slack,zoom\\""},"startdate":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO 8601 start of the time range (only works together with enddate)"},"enddate":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO 8601 end of the time range (only works together with startdate)"},"interval":{"type":"string","required":false,"visibility":"user-or-llm","description":"Bucket interval, e.g. \\"15m\\", \\"1h\\", \\"1d\\" (default \\"15m\\")"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Downdetector API Bearer token"}}},"downdetector_get_site_companies":{"id":"downdetector_get_site_companies","name":"Downdetector Get Site Companies","description":"List the companies monitored on a Downdetector site, including each company’s current status. Useful for discovering the companies available on a regional status page.","version":"1.0.0","params":{"siteId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Downdetector site id"},"fields":{"type":"string","required":false,"visibility":"user-only","description":"Comma-separated company fields to return (defaults to id, name, slug, status)"},"page":{"type":"string","required":false,"visibility":"user-or-llm","description":"Opaque page token from a previous response (X-Page-Next) for the next page"},"pageSize":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page, between 10 and 100"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Downdetector API Bearer token"}}},"downdetector_list_categories":{"id":"downdetector_list_categories","name":"Downdetector List Categories","description":"List all Downdetector categories (e.g. \\"Telecom\\", \\"Gaming\\", \\"Social Media\\"). Use the returned category id to filter company searches.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Downdetector API Bearer token"}}},"downdetector_list_incidents":{"id":"downdetector_list_incidents","name":"Downdetector List Incidents","description":"List all incidents (outages) across every company that were active in the chosen time period, or in the last 24 hours if no date range is provided.","version":"1.0.0","params":{"onlyActive":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"When true, only currently active incidents are returned"},"startdate":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO 8601 start of the time range (only works together with enddate)"},"enddate":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO 8601 end of the time range (only works together with startdate)"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Requested page number (1-indexed)"},"pageSize":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page, between 10 and 100"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Downdetector API Bearer token"}}},"downdetector_list_sites":{"id":"downdetector_list_sites","name":"Downdetector List Sites","description":"List all available Downdetector sites (regional status-page domains). Each site groups the companies monitored for a given country/region.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Downdetector API Bearer token"}}},"downdetector_search_companies":{"id":"downdetector_search_companies","name":"Downdetector Search Companies","description":"Search Downdetector for monitored companies by name, slug, country, or category. Returns matching companies with their ids and slugs, which you can use with the other Downdetector operations.","version":"1.0.0","params":{"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Company name to filter on (partial, case-insensitive match). Example: \\"slack\\""},"country":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO-2 country code to filter on. Example: \\"US\\""},"slug":{"type":"string","required":false,"visibility":"user-or-llm","description":"Exact company slug to filter on. Example: \\"optimum-cablevision\\""},"categoryId":{"type":"number","required":false,"visibility":"user-or-llm","description":"Category id to filter on"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"1-indexed page number for paginated results (default 1)"},"pageSize":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page, between 10 and 100 (default 25)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Downdetector API Bearer token"}}},"dropbox_copy":{"id":"dropbox_copy","name":"Dropbox Copy","description":"Copy a file or folder in Dropbox","version":"1.0.0","params":{"fromPath":{"type":"string","required":true,"visibility":"user-or-llm","description":"The source path of the file or folder to copy"},"toPath":{"type":"string","required":true,"visibility":"user-or-llm","description":"The destination path for the copied file or folder"},"autorename":{"type":"boolean","required":false,"visibility":"user-only","description":"If true, rename the file if there is a conflict at destination"}},"oauth":{"required":true,"provider":"dropbox"}},"dropbox_create_folder":{"id":"dropbox_create_folder","name":"Dropbox Create Folder","description":"Create a new folder in Dropbox","version":"1.0.0","params":{"path":{"type":"string","required":true,"visibility":"user-or-llm","description":"The path where the folder should be created (e.g., /new-folder)"},"autorename":{"type":"boolean","required":false,"visibility":"user-only","description":"If true, rename the folder if there is a conflict"}},"oauth":{"required":true,"provider":"dropbox"}},"dropbox_create_shared_link":{"id":"dropbox_create_shared_link","name":"Dropbox Create Shared Link","description":"Create a shareable link for a file or folder in Dropbox","version":"1.0.0","params":{"path":{"type":"string","required":true,"visibility":"user-or-llm","description":"The path of the file or folder to share"},"requestedVisibility":{"type":"string","required":false,"visibility":"user-only","description":"Visibility: public, team_only, or password"},"linkPassword":{"type":"string","required":false,"visibility":"user-only","description":"Password for the shared link (only if visibility is password)"},"expires":{"type":"string","required":false,"visibility":"user-only","description":"Expiration date in ISO 8601 format (e.g., 2025-12-31T23:59:59Z)"}},"oauth":{"required":true,"provider":"dropbox"}},"dropbox_delete":{"id":"dropbox_delete","name":"Dropbox Delete","description":"Delete a file or folder in Dropbox (moves to trash)","version":"1.0.0","params":{"path":{"type":"string","required":true,"visibility":"user-or-llm","description":"The path of the file or folder to delete"}},"oauth":{"required":true,"provider":"dropbox"}},"dropbox_download":{"id":"dropbox_download","name":"Dropbox Download File","description":"Download a file from Dropbox with metadata and content","version":"1.0.0","params":{"path":{"type":"string","required":true,"visibility":"user-or-llm","description":"The path of the file to download (e.g., /folder/document.pdf)"}},"oauth":{"required":true,"provider":"dropbox"}},"dropbox_get_metadata":{"id":"dropbox_get_metadata","name":"Dropbox Get Metadata","description":"Get metadata for a file or folder in Dropbox","version":"1.0.0","params":{"path":{"type":"string","required":true,"visibility":"user-or-llm","description":"The path of the file or folder to get metadata for"},"includeMediaInfo":{"type":"boolean","required":false,"visibility":"user-only","description":"If true, include media info for photos/videos"},"includeDeleted":{"type":"boolean","required":false,"visibility":"user-only","description":"If true, include deleted files in results"}},"oauth":{"required":true,"provider":"dropbox"}},"dropbox_list_folder":{"id":"dropbox_list_folder","name":"Dropbox List Folder","description":"List the contents of a folder in Dropbox","version":"1.0.0","params":{"path":{"type":"string","required":true,"visibility":"user-or-llm","description":"The path of the folder to list (use \\"\\" for root)"},"recursive":{"type":"boolean","required":false,"visibility":"user-only","description":"If true, list contents recursively"},"includeDeleted":{"type":"boolean","required":false,"visibility":"user-only","description":"If true, include deleted files/folders"},"includeMediaInfo":{"type":"boolean","required":false,"visibility":"user-only","description":"If true, include media info for photos/videos"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of results to return (default: 500)"}},"oauth":{"required":true,"provider":"dropbox"}},"dropbox_list_revisions":{"id":"dropbox_list_revisions","name":"Dropbox List Revisions","description":"List the revision history for a file in Dropbox (files only, not folders)","version":"1.0.0","params":{"path":{"type":"string","required":true,"visibility":"user-or-llm","description":"The path of the file to list revisions for"},"limit":{"type":"number","required":false,"visibility":"user-only","description":"Maximum number of revisions to return, 1-100 (default: 10)"},"beforeRev":{"type":"string","required":false,"visibility":"user-only","description":"Only return revisions before this one. Pass the rev of the last revision from a previous call to fetch the next page."}},"oauth":{"required":true,"provider":"dropbox"}},"dropbox_list_shared_links":{"id":"dropbox_list_shared_links","name":"Dropbox List Shared Links","description":"List shared links for a path, or for the entire account if no path is given","version":"1.0.0","params":{"path":{"type":"string","required":false,"visibility":"user-or-llm","description":"Path to list shared links for. If omitted, lists all shared links."},"directOnly":{"type":"boolean","required":false,"visibility":"user-only","description":"If true, only return links directly to the path, not parent folder links"},"cursor":{"type":"string","required":false,"visibility":"user-only","description":"Cursor from a previous call to fetch the next page of results"}},"oauth":{"required":true,"provider":"dropbox"}},"dropbox_move":{"id":"dropbox_move","name":"Dropbox Move","description":"Move or rename a file or folder in Dropbox","version":"1.0.0","params":{"fromPath":{"type":"string","required":true,"visibility":"user-or-llm","description":"The source path of the file or folder to move"},"toPath":{"type":"string","required":true,"visibility":"user-or-llm","description":"The destination path for the moved file or folder"},"autorename":{"type":"boolean","required":false,"visibility":"user-only","description":"If true, rename the file if there is a conflict at destination"}},"oauth":{"required":true,"provider":"dropbox"}},"dropbox_restore":{"id":"dropbox_restore","name":"Dropbox Restore","description":"Restore a specific revision of a file to the given path","version":"1.0.0","params":{"path":{"type":"string","required":true,"visibility":"user-or-llm","description":"The path to save the restored file to"},"rev":{"type":"string","required":true,"visibility":"user-or-llm","description":"The revision identifier to restore (from Dropbox List Revisions)"}},"oauth":{"required":true,"provider":"dropbox"}},"dropbox_search":{"id":"dropbox_search","name":"Dropbox Search","description":"Search for files and folders in Dropbox","version":"1.0.0","params":{"query":{"type":"string","required":true,"visibility":"user-or-llm","description":"The search query"},"path":{"type":"string","required":false,"visibility":"user-or-llm","description":"Dropbox folder path to limit search scope (e.g., /folder/subfolder)"},"fileExtensions":{"type":"string","required":false,"visibility":"user-only","description":"Comma-separated list of file extensions to filter by (e.g., pdf,xlsx)"},"maxResults":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of results to return (default: 100)"}},"oauth":{"required":true,"provider":"dropbox"}},"dropbox_upload":{"id":"dropbox_upload","name":"Dropbox Upload File","description":"Upload a file to Dropbox","version":"1.0.0","params":{"path":{"type":"string","required":true,"visibility":"user-or-llm","description":"The path in Dropbox where the file should be saved (e.g., /folder/document.pdf)"},"file":{"type":"file","required":false,"visibility":"user-or-llm","description":"The file to upload (UserFile object)"},"fileContent":{"type":"string","required":false,"visibility":"hidden","description":"Legacy: base64 encoded file content"},"fileName":{"type":"string","required":false,"visibility":"user-or-llm","description":"Optional filename (used if path is a folder)"},"mode":{"type":"string","required":false,"visibility":"user-only","description":"Write mode: add (default) or overwrite"},"autorename":{"type":"boolean","required":false,"visibility":"user-only","description":"If true, rename the file if there is a conflict"},"mute":{"type":"boolean","required":false,"visibility":"user-only","description":"If true, don\'t notify the user about this upload"}},"oauth":{"required":true,"provider":"dropbox"}},"dropcontact_enrich_contact":{"id":"dropcontact_enrich_contact","name":"Dropcontact Enrich Contact","description":"Enrich a contact with verified B2B email, phone, company data, and LinkedIn info via Dropcontact. Submits an async enrichment request, then polls until the result is ready (up to 2 minutes). Charges 1 credit only when a verified email is returned. Provide at least one of: email, first_name+last_name+company, full_name+company, or linkedin URL.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Dropcontact API key (X-Access-Token)"},"email":{"type":"string","required":false,"visibility":"user-or-llm","description":"Email address of the contact to enrich"},"first_name":{"type":"string","required":false,"visibility":"user-or-llm","description":"First name of the contact"},"last_name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Last name of the contact"},"full_name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Full name (alternative to first_name + last_name)"},"company":{"type":"string","required":false,"visibility":"user-or-llm","description":"Company name"},"website":{"type":"string","required":false,"visibility":"user-or-llm","description":"Company website (e.g. acme.com)"},"num_siren":{"type":"string","required":false,"visibility":"user-or-llm","description":"French company SIREN number"},"phone":{"type":"string","required":false,"visibility":"user-or-llm","description":"Phone number"},"linkedin":{"type":"string","required":false,"visibility":"user-or-llm","description":"LinkedIn profile URL"},"country":{"type":"string","required":false,"visibility":"user-or-llm","description":"Country code (ISO 3166-1 alpha-2, e.g. \\"US\\", \\"FR\\")"},"siren":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Include SIREN/SIRET enrichment (France only)"},"language":{"type":"string","required":false,"visibility":"user-or-llm","description":"Language for returned data (e.g. \\"en\\", \\"fr\\")"}}},"dspy_chain_of_thought":{"id":"dspy_chain_of_thought","name":"DSPy Chain of Thought","description":"Run a Chain of Thought prediction using a self-hosted DSPy ChainOfThought program 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using a self-hosted DSPy ReAct program endpoint for multi-step reasoning and action","version":"1.0.0","params":{"baseUrl":{"type":"string","required":true,"visibility":"user-only","description":"Base URL of the DSPy server (e.g., https://your-dspy-server.com)"},"apiKey":{"type":"string","required":false,"visibility":"user-only","description":"API key for authentication (if required by your server)"},"endpoint":{"type":"string","required":false,"visibility":"user-only","description":"API endpoint path (defaults to /predict)"},"task":{"type":"string","required":true,"visibility":"user-or-llm","description":"The task or question for the ReAct agent to work on"},"context":{"type":"string","required":false,"visibility":"user-or-llm","description":"Additional context to provide for the task"},"maxIterations":{"type":"number","required":false,"visibility":"user-only","description":"Maximum number of reasoning iterations (defaults to server 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Returns the created links alongside any per-link errors.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Dub API key"},"links":{"type":"json","required":true,"visibility":"user-or-llm","description":"JSON array of link objects to create. Each object requires a \\"url\\" and may include domain, key, tagIds, and other link fields (max 100)."}}},"dub_bulk_delete_links":{"id":"dub_bulk_delete_links","name":"Dub Bulk Delete Links","description":"Delete up to 100 short links in a single request by their link IDs. Non-existing IDs are ignored.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Dub API key"},"linkIds":{"type":"string","required":true,"visibility":"user-or-llm","description":"Comma-separated link IDs to delete (max 100)"}}},"dub_bulk_update_links":{"id":"dub_bulk_update_links","name":"Dub Bulk Update Links","description":"Apply the same set of field updates to up to 100 links at once, selected by link IDs or external IDs.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Dub API key"},"linkIds":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated link IDs to update (max 100, takes precedence over externalIds)"},"externalIds":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated external IDs to update (max 100)"},"data":{"type":"json","required":true,"visibility":"user-or-llm","description":"JSON object of fields to apply to every selected link (e.g. { \\"archived\\": true, \\"tagIds\\": [\\"...\\"] })"}}},"dub_create_link":{"id":"dub_create_link","name":"Dub Create Link","description":"Create a new short link with Dub. Supports custom domains, slugs, UTM parameters, and more.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Dub API key"},"url":{"type":"string","required":true,"visibility":"user-or-llm","description":"The destination URL of the short link"},"domain":{"type":"string","required":false,"visibility":"user-or-llm","description":"Custom domain for the short link (defaults to dub.sh)"},"key":{"type":"string","required":false,"visibility":"user-or-llm","description":"Custom slug for the short link (randomly generated if not provided)"},"externalId":{"type":"string","required":false,"visibility":"user-or-llm","description":"External ID for the link in your database"},"tenantId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Tenant ID for grouping links created on behalf of a customer/tenant"},"folderId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Folder ID to organize the link into"},"trackConversion":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to track conversions (leads/sales) for the short link"},"tagIds":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated tag IDs to assign to the link"},"comments":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comments for the short link"},"expiresAt":{"type":"string","required":false,"visibility":"user-or-llm","description":"Expiration date in ISO 8601 format"},"password":{"type":"string","required":false,"visibility":"user-or-llm","description":"Password to protect the short link"},"rewrite":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to enable link cloaking"},"archived":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to archive the link"},"title":{"type":"string","required":false,"visibility":"user-or-llm","description":"Custom OG title for the link preview"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Custom OG description for the link preview"},"utm_source":{"type":"string","required":false,"visibility":"user-or-llm","description":"UTM source parameter"},"utm_medium":{"type":"string","required":false,"visibility":"user-or-llm","description":"UTM medium parameter"},"utm_campaign":{"type":"string","required":false,"visibility":"user-or-llm","description":"UTM campaign parameter"},"utm_term":{"type":"string","required":false,"visibility":"user-or-llm","description":"UTM term parameter"},"utm_content":{"type":"string","required":false,"visibility":"user-or-llm","description":"UTM content parameter"}}},"dub_create_tag":{"id":"dub_create_tag","name":"Dub Create Tag","description":"Create a new tag in the workspace for organizing and filtering short links.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Dub API key"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"The name of the tag to create (1-50 characters)"},"color":{"type":"string","required":false,"visibility":"user-or-llm","description":"Tag color: red, yellow, green, blue, purple, brown, gray, or pink (random if omitted)"}}},"dub_delete_link":{"id":"dub_delete_link","name":"Dub Delete Link","description":"Delete a short link by its link ID or external ID (prefixed with ext_).","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Dub API key"},"linkId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The link ID or external ID prefixed with ext_"}}},"dub_get_analytics":{"id":"dub_get_analytics","name":"Dub Get Analytics","description":"Retrieve analytics for links including clicks, leads, and sales. 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#FFFFFF)"},"hideLogo":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to hide the logo in the center of the QR code (default: false)"},"margin":{"type":"number","required":false,"visibility":"user-or-llm","description":"Margin (quiet zone) around the QR code (default: 2)"}}},"dub_list_domains":{"id":"dub_list_domains","name":"Dub List Domains","description":"Retrieve the custom domains registered in the workspace, so links can be created against the right domain.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Dub API key"},"archived":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to include archived domains (defaults to false)"},"search":{"type":"string","required":false,"visibility":"user-or-llm","description":"Search by domain name"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number (default: 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Default: 0"},"extrasImageLinks":{"type":"number","required":false,"visibility":"user-only","description":"Number of image URLs to extract from each page (0-1000). Default: 0"},"maxAgeHours":{"type":"number","required":false,"visibility":"user-only","description":"Cache freshness in hours (-1 to 720). 0 always crawls live, -1 uses cache only. Cannot be combined with livecrawl."},"livecrawlTimeout":{"type":"number","required":false,"visibility":"user-only","description":"Live crawl timeout in milliseconds (max 90000). Default: 10000"},"livecrawl":{"type":"string","required":false,"visibility":"user-only","description":"Deprecated: use maxAgeHours instead. Live crawling mode: never, fallback, always, or preferred"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Exa AI API Key"}}},"exa_search":{"id":"exa_search","name":"Exa Search","description":"Search the web using Exa AI. 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Default: \\"auto\\""},"includeDomains":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of domains to include in results (e.g., \\"github.com, stackoverflow.com\\")"},"excludeDomains":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of domains to exclude from results (e.g., \\"reddit.com, pinterest.com\\")"},"category":{"type":"string","required":false,"visibility":"user-only","description":"Filter by category: company, publication, news, personal site, financial report, people"},"text":{"type":"boolean","required":false,"visibility":"user-only","description":"Include full text content in results (default: false)"},"highlights":{"type":"boolean","required":false,"visibility":"user-only","description":"Include highlighted snippets in results (default: false)"},"summary":{"type":"boolean","required":false,"visibility":"user-only","description":"Include AI-generated summaries in results (default: false)"},"summaryQuery":{"type":"string","required":false,"visibility":"user-or-llm","description":"Query to focus the generated summaries on a specific question"},"subpages":{"type":"number","required":false,"visibility":"user-only","description":"Number of subpages to crawl per result (0-100). Default: 0"},"subpageTarget":{"type":"string","required":false,"visibility":"user-only","description":"Comma-separated keywords to target specific subpages (e.g., \\"docs,pricing,about\\")"},"extrasLinks":{"type":"number","required":false,"visibility":"user-only","description":"Number of links to extract from each result page (0-1000). Default: 0"},"extrasImageLinks":{"type":"number","required":false,"visibility":"user-only","description":"Number of image URLs to extract from each result page (0-1000). Default: 0"},"outputSchema":{"type":"json","required":false,"visibility":"user-or-llm","description":"JSON Schema describing a synthesized answer to build from the results. Returned in structuredOutput."},"systemPrompt":{"type":"string","required":false,"visibility":"user-or-llm","description":"Additional guidance for generating the synthesized output"},"userLocation":{"type":"string","required":false,"visibility":"user-only","description":"Two-letter ISO country code to localize results (e.g., \\"US\\")"},"maxAgeHours":{"type":"number","required":false,"visibility":"user-only","description":"Cache freshness in hours (-1 to 720). 0 always crawls live, -1 uses cache only. Cannot be combined with livecrawl."},"livecrawlTimeout":{"type":"number","required":false,"visibility":"user-only","description":"Live crawl timeout in milliseconds (max 90000). Default: 10000"},"livecrawl":{"type":"string","required":false,"visibility":"user-only","description":"Deprecated: use maxAgeHours instead. Live crawling mode: never, fallback, always, or preferred"},"startPublishedDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Only include results published on or after this ISO 8601 date (e.g., \\"2024-01-01\\" or \\"2024-01-01T00:00:00.000Z\\")"},"endPublishedDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Only include results published on or before this ISO 8601 date"},"startCrawlDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Deprecated: use startPublishedDate. Only include results crawled on or after this ISO 8601 date"},"endCrawlDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Deprecated: use endPublishedDate. Only include results crawled on or before this ISO 8601 date"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Exa AI API Key"}}},"extend_parser":{"id":"extend_parser","name":"Extend Document Parser","description":"Parse and extract content from documents using Extend AI","version":"1.0.0","params":{"filePath":{"type":"string","required":false,"visibility":"user-only","description":"URL to a document to be processed"},"file":{"type":"file","required":false,"visibility":"user-only","description":"Document file to be processed"},"fileUpload":{"type":"object","required":false,"visibility":"hidden","description":"File upload data from file-upload component"},"outputFormat":{"type":"string","required":false,"visibility":"user-or-llm","description":"Target output format (markdown or spatial). Defaults to markdown."},"chunking":{"type":"string","required":false,"visibility":"user-or-llm","description":"Chunking strategy (page, document, or section). Defaults to page."},"engine":{"type":"string","required":false,"visibility":"user-or-llm","description":"Parsing engine (parse_performance or parse_light). Defaults to parse_performance."},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Extend API key"}}},"extend_parser_v2":{"id":"extend_parser_v2","name":"Extend Document Parser","description":"Parse and extract content from documents using Extend AI","version":"1.0.0","params":{"file":{"type":"file","required":true,"visibility":"user-only","description":"Document to be processed"},"outputFormat":{"type":"string","required":false,"visibility":"user-or-llm","description":"Target output format (markdown or spatial). Defaults to markdown."},"chunking":{"type":"string","required":false,"visibility":"user-or-llm","description":"Chunking strategy (page, document, or section). Defaults to page."},"engine":{"type":"string","required":false,"visibility":"user-or-llm","description":"Parsing engine (parse_performance or parse_light). Defaults to parse_performance."},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Extend API key"}}},"fathom_get_summary":{"id":"fathom_get_summary","name":"Fathom Get Summary","description":"Get the call summary for a specific meeting recording.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Fathom API Key"},"recordingId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The recording ID of the meeting"}}},"fathom_get_transcript":{"id":"fathom_get_transcript","name":"Fathom Get Transcript","description":"Get the full transcript for a specific meeting recording.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Fathom API Key"},"recordingId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The recording ID of the meeting"}}},"fathom_list_meeting_types":{"id":"fathom_list_meeting_types","name":"Fathom List Meeting Types","description":"List meeting types configured in your Fathom organization.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Fathom API Key"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor from a previous response"}}},"fathom_list_meetings":{"id":"fathom_list_meetings","name":"Fathom List Meetings","description":"List recent meetings recorded by the user or shared to their team.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Fathom API Key"},"includeSummary":{"type":"string","required":false,"visibility":"user-or-llm","description":"Include meeting summary (true/false)"},"includeTranscript":{"type":"string","required":false,"visibility":"user-or-llm","description":"Include meeting transcript (true/false)"},"includeActionItems":{"type":"string","required":false,"visibility":"user-or-llm","description":"Include action items (true/false)"},"includeCrmMatches":{"type":"string","required":false,"visibility":"user-or-llm","description":"Include linked CRM matches (true/false)"},"includeHighlights":{"type":"string","required":false,"visibility":"user-or-llm","description":"Include meeting highlights (true/false)"},"createdAfter":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter meetings created after this ISO 8601 timestamp"},"createdBefore":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter meetings created before this ISO 8601 timestamp"},"recordedBy":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by recorder email address"},"teams":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by team name"},"meetingType":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by meeting type name"},"calendarInviteesDomains":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by calendar invitee company domain (exact match)"},"calendarInviteesDomainsType":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by invitee domain type: all, only_internal, or one_or_more_external"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor from a previous response"}}},"fathom_list_team_members":{"id":"fathom_list_team_members","name":"Fathom List Team Members","description":"List team members in your Fathom organization.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Fathom API Key"},"teams":{"type":"string","required":false,"visibility":"user-or-llm","description":"Team name to filter by"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor from a previous response"}}},"fathom_list_teams":{"id":"fathom_list_teams","name":"Fathom List Teams","description":"List teams in your Fathom organization.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Fathom API Key"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor from a previous response"}}},"file_append":{"id":"file_append","name":"File Append","description":"Append content to an existing workspace file. The file must already exist. Content is added to the end of the file.","version":"1.0.0","params":{"fileName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name of an existing workspace file to append to."},"content":{"type":"string","required":true,"visibility":"user-or-llm","description":"The text content to append to the file."}}},"file_compress":{"id":"file_compress","name":"File Compress","description":"Compress one or more workspace files into a single .zip archive stored in the workspace, for bundling files to download, transfer, or store. Preserves the workspace folder structure of the selected files.","version":"1.0.0","params":{"fileId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Canonical workspace file ID, or an array of canonical workspace file IDs."},"fileInput":{"type":"file","required":false,"visibility":"user-only","description":"Selected workspace file object, or an array of file objects."},"archiveName":{"type":"string","required":false,"visibility":"user-or-llm","description":"Name for the .zip archive (e.g., \\"documents.zip\\"). Defaults to the source file name when compressing a single file, otherwise \\"archive.zip\\"."}}},"file_decompress":{"id":"file_decompress","name":"File Decompress","description":"Extract the contents of a .zip archive into the workspace, preserving the archive folder structure.","version":"1.0.0","params":{"fileId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Canonical workspace file ID of the .zip archive to extract."},"fileInput":{"type":"file","required":false,"visibility":"user-only","description":"Selected .zip archive file object."}}},"file_fetch":{"id":"file_fetch","name":"File Fetch","description":"Fetch and parse a file from a URL with optional custom headers.","version":"1.0.0","params":{"filePath":{"type":"string","required":false,"visibility":"hidden","description":"Path to the file(s). Can be a single path, URL, or an array of paths."},"file":{"type":"file","required":false,"visibility":"user-only","description":"Uploaded file(s) to parse"},"fileType":{"type":"string","required":false,"visibility":"hidden","description":"Type of file to parse (auto-detected if not specified)"},"headers":{"type":"object","required":false,"visibility":"user-or-llm","description":"HTTP headers to include when fetching URL-based files."}}},"file_get":{"id":"file_get","name":"File Get","description":"Get a workspace file object from a selected file or canonical workspace file ID.","version":"1.0.0","params":{"fileId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Canonical workspace file ID."},"fileInput":{"type":"file","required":false,"visibility":"user-only","description":"Selected workspace file object."}}},"file_get_content":{"id":"file_get_content","name":"File Get Content","description":"Extract the text content of one or more workspace files from selected file objects or canonical workspace file IDs.","version":"1.0.0","params":{"fileId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Canonical workspace file ID, or an array of canonical workspace file IDs."},"fileInput":{"type":"file","required":false,"visibility":"user-only","description":"Selected workspace file object, or an array of file objects."}}},"file_manage_sharing":{"id":"file_manage_sharing","name":"Manage Sharing","description":"Enable or disable the public share link for a workspace file, and set its access mode (public, password, email, or SSO). Idempotent: the public link stays stable across changes.","version":"1.0.0","params":{"fileId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Canonical ID of the workspace file to update sharing for."},"fileInput":{"type":"file","required":false,"visibility":"user-only","description":"Selected workspace file object (from the file picker)."},"isActive":{"type":"boolean","required":true,"visibility":"user-or-llm","description":"Whether the public link is enabled. Set to false to make the file private."},"authType":{"type":"string","required":false,"visibility":"user-or-llm","description":"Access mode for the link: \\"public\\", \\"password\\", \\"email\\", or \\"sso\\". Defaults to \\"public\\"."},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password to protect the link. Required when authType is \\"password\\"."},"allowedEmails":{"type":"array","required":false,"visibility":"user-or-llm","description":"Allowed emails or \\"@domain\\" patterns. Required when authType is \\"email\\" or \\"sso\\"."}}},"file_parser":{"id":"file_parser","name":"File Parser","description":"Parse one or more uploaded files or files from URLs (text, PDF, CSV, images, etc.)","version":"1.0.0","params":{"filePath":{"type":"string","required":false,"visibility":"hidden","description":"Path to the file(s). Can be a single path, URL, or an array of paths."},"file":{"type":"file","required":false,"visibility":"user-only","description":"Uploaded file(s) to parse"},"fileType":{"type":"string","required":false,"visibility":"hidden","description":"Type of file to parse (auto-detected if not specified)"}}},"file_parser_v2":{"id":"file_parser_v2","name":"File Parser","description":"Parse one or more uploaded files or files from URLs (text, PDF, CSV, images, etc.)","version":"2.0.0","params":{"filePath":{"type":"string","required":false,"visibility":"hidden","description":"Path to the file(s). Can be a single path, URL, or an array of paths."},"file":{"type":"file","required":false,"visibility":"user-only","description":"Uploaded file(s) to parse"},"fileType":{"type":"string","required":false,"visibility":"hidden","description":"Type of file to parse (auto-detected if not specified)"}}},"file_parser_v3":{"id":"file_parser_v3","name":"File Parser","description":"Parse one or more uploaded files or files from URLs (text, PDF, CSV, images, etc.)","version":"3.0.0","params":{"filePath":{"type":"string","required":false,"visibility":"hidden","description":"Path to the file(s). Can be a single path, URL, or an array of paths."},"file":{"type":"file","required":false,"visibility":"user-only","description":"Uploaded file(s) to parse"},"fileType":{"type":"string","required":false,"visibility":"hidden","description":"Type of file to parse (auto-detected if not specified)"}}},"file_read":{"id":"file_read","name":"File Read","description":"Read workspace file objects from selected files or canonical workspace file IDs.","version":"1.0.0","params":{"fileId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Canonical workspace file ID, or an array of canonical workspace file IDs."},"fileInput":{"type":"file","required":false,"visibility":"user-only","description":"Selected workspace file object."}}},"file_write":{"id":"file_write","name":"File Write","description":"Create a new workspace file. If a file with the same name already exists, a numeric suffix is added (e.g., \\"data (1).csv\\").","version":"1.0.0","params":{"fileName":{"type":"string","required":true,"visibility":"user-or-llm","description":"File name (e.g., \\"data.csv\\"). If a file with this name exists, a numeric suffix is added automatically."},"content":{"type":"string","required":true,"visibility":"user-or-llm","description":"The text content to write to the file."},"contentType":{"type":"string","required":false,"visibility":"user-only","description":"MIME type for new files (e.g., \\"text/plain\\"). Auto-detected from file extension if omitted."}}},"findymail_find_email_from_linkedin":{"id":"findymail_find_email_from_linkedin","name":"Findymail Find Email From LinkedIn","description":"Find someone\'s email from a LinkedIn profile URL or username. Uses one finder credit when a verified email is found.","version":"1.0.0","params":{"linkedin_url":{"type":"string","required":true,"visibility":"user-or-llm","description":"Person\'s LinkedIn URL or username (e.g., \'https://linkedin.com/in/johndoe\' or \'johndoe\')"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Findymail API Key"}}},"findymail_find_email_from_name":{"id":"findymail_find_email_from_name","name":"Findymail Find Email From Name","description":"Find someone\'s email from their name and a company domain or company name. Uses one finder credit when a verified email is found.","version":"1.0.0","params":{"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Person\'s full name (e.g., \'John Doe\')"},"domain":{"type":"string","required":true,"visibility":"user-or-llm","description":"Company domain (preferred) or company name (e.g., stripe.com)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Findymail API Key"}}},"findymail_find_emails_by_domain":{"id":"findymail_find_emails_by_domain","name":"Findymail Find Emails By Domain","description":"Find verified contacts at a given domain matching one or more target roles (max 3 roles). Limited to 5 concurrent synchronous requests.","version":"1.0.0","params":{"domain":{"type":"string","required":true,"visibility":"user-or-llm","description":"Company domain (e.g., stripe.com)"},"roles":{"type":"array","required":true,"visibility":"user-or-llm","description":"Target roles at the company (max 3, e.g., [\\"CEO\\", \\"Founder\\"])","items":{"type":"string"}},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Findymail API Key"}}},"findymail_find_employees":{"id":"findymail_find_employees","name":"Findymail Find Employees","description":"Find employees at a company by website and target job titles. Uses 1 credit per found contact. Does not return email addresses.","version":"1.0.0","params":{"website":{"type":"string","required":true,"visibility":"user-or-llm","description":"Company website or domain (e.g., google.com)"},"job_titles":{"type":"array","required":true,"visibility":"user-or-llm","description":"Target job titles to search for (max 10, e.g., [\\"Software Engineer\\", \\"CEO\\"])","items":{"type":"string"}},"count":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of contacts to return (max 5, default 1)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Findymail API Key"}}},"findymail_find_phone":{"id":"findymail_find_phone","name":"Findymail Find Phone","description":"Find someone\'s phone number from a LinkedIn profile URL. Uses 10 finder credits if a phone is found. EU citizens are excluded for legal reasons.","version":"1.0.0","params":{"linkedin_url":{"type":"string","required":true,"visibility":"user-or-llm","description":"Person\'s LinkedIn URL or username (e.g., \'https://linkedin.com/in/johndoe\' or \'johndoe\')"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Findymail API Key"}}},"findymail_get_company":{"id":"findymail_get_company","name":"Findymail Get Company","description":"Retrieve company information from a LinkedIn URL, domain, or company name. Uses 1 finder credit per successful response.","version":"1.0.0","params":{"linkedin_url":{"type":"string","required":false,"visibility":"user-or-llm","description":"Company LinkedIn URL (e.g., https://www.linkedin.com/company/stripe/)"},"domain":{"type":"string","required":false,"visibility":"user-or-llm","description":"Company domain (e.g., stripe.com)"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Company name (e.g., Stripe)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Findymail API Key"}}},"findymail_get_credits":{"id":"findymail_get_credits","name":"Findymail Get Credits","description":"Retrieve the remaining finder and verifier credits for the authenticated account.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Findymail API Key"}}},"findymail_lookup_technologies":{"id":"findymail_lookup_technologies","name":"Findymail Lookup Technologies","description":"Get the technology stack for a company by domain. Optionally filter by technology names. 1 finder credit if technologies are found, free otherwise.","version":"1.0.0","params":{"domain":{"type":"string","required":true,"visibility":"user-or-llm","description":"Company domain to look up (e.g., stripe.com)"},"technologies":{"type":"array","required":false,"visibility":"user-or-llm","description":"Filter by technology names, case-insensitive (e.g., [\\"React\\", \\"TypeScript\\"])","items":{"type":"string"}},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Findymail API Key"}}},"findymail_reverse_email_lookup":{"id":"findymail_reverse_email_lookup","name":"Findymail Reverse Email Lookup","description":"Find a business profile from an email address. Uses 1 finder credit if a profile is found, 2 credits if returning full profile data.","version":"1.0.0","params":{"email":{"type":"string","required":true,"visibility":"user-or-llm","description":"Work or personal email address to look up"},"with_profile":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to return enriched profile metadata (default: false)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Findymail API Key"}}},"findymail_search_technologies":{"id":"findymail_search_technologies","name":"Findymail Search Technologies","description":"Search the technology catalog by name. Returns up to 25 technologies. Free endpoint, rate limited to 10 requests per minute.","version":"1.0.0","params":{"q":{"type":"string","required":true,"visibility":"user-or-llm","description":"Search term (min 2 characters, e.g., \\"React\\")"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Findymail API Key"}}},"findymail_verify_email":{"id":"findymail_verify_email","name":"Findymail Verify Email","description":"Verifies the deliverability of an email address. Uses one verifier credit.","version":"1.0.0","params":{"email":{"type":"string","required":true,"visibility":"user-or-llm","description":"Email address to verify (e.g., john@example.com)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Findymail API Key"}}},"firecrawl_agent":{"id":"firecrawl_agent","name":"Firecrawl Agent","description":"Autonomous web data extraction agent. Searches and gathers information based on natural language prompts without requiring specific URLs.","version":"1.0.0","params":{"prompt":{"type":"string","required":true,"visibility":"user-or-llm","description":"Natural language description of the data to extract (max 10,000 characters)"},"urls":{"type":"json","required":false,"visibility":"user-or-llm","description":"Optional array of URLs to focus the agent on (e.g., [\\"https://example.com\\", \\"https://docs.example.com\\"])"},"schema":{"type":"json","required":false,"visibility":"user-or-llm","description":"JSON Schema defining the structure of data to extract"},"maxCredits":{"type":"number","required":false,"visibility":"user-only","description":"Maximum credits to spend on this agent task"},"strictConstrainToURLs":{"type":"boolean","required":false,"visibility":"user-only","description":"If true, agent will only visit URLs provided in the urls array"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Firecrawl API key"}}},"firecrawl_batch_scrape":{"id":"firecrawl_batch_scrape","name":"Firecrawl Batch Scrape","description":"Scrape multiple URLs in a single batch job and retrieve structured content from each page.","version":"1.0.0","params":{"urls":{"type":"json","required":true,"visibility":"user-or-llm","description":"Array of URLs to scrape (e.g., [\\"https://example.com/page1\\", \\"https://example.com/page2\\"])"},"formats":{"type":"json","required":false,"visibility":"user-or-llm","description":"Output formats for scraped content (e.g., [\\"markdown\\"], [\\"markdown\\", \\"html\\"])"},"onlyMainContent":{"type":"boolean","required":false,"visibility":"user-only","description":"Extract only main content from pages"},"maxConcurrency":{"type":"number","required":false,"visibility":"user-only","description":"Maximum number of concurrent scrapes"},"ignoreInvalidURLs":{"type":"boolean","required":false,"visibility":"user-only","description":"Skip invalid URLs instead of failing the batch (default: true)"},"scrapeOptions":{"type":"json","required":false,"visibility":"hidden","description":"Advanced scraping configuration options"},"zeroDataRetention":{"type":"boolean","required":false,"visibility":"user-only","description":"Enable zero data retention"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Firecrawl API key"}}},"firecrawl_batch_scrape_status":{"id":"firecrawl_batch_scrape_status","name":"Firecrawl Batch Scrape Status","description":"Check the status and retrieve results of a previously started Firecrawl batch scrape job by its job ID.","version":"1.0.0","params":{"jobId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the batch scrape job to check"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Firecrawl API key"}}},"firecrawl_cancel_crawl":{"id":"firecrawl_cancel_crawl","name":"Firecrawl Cancel Crawl","description":"Cancel an in-progress Firecrawl crawl job by its job ID.","version":"1.0.0","params":{"jobId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the crawl job to cancel"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Firecrawl API key"}}},"firecrawl_crawl":{"id":"firecrawl_crawl","name":"Firecrawl Crawl","description":"Crawl entire websites and extract structured content from all accessible pages","version":"1.0.0","params":{"url":{"type":"string","required":true,"visibility":"user-or-llm","description":"The website URL to crawl (e.g., \\"https://example.com\\" or \\"https://docs.example.com/guide\\")"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of pages to crawl (e.g., 50, 100, 500). Default: 100"},"maxDepth":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum depth to crawl from the starting URL (e.g., 1, 2, 3). Controls how many levels deep to follow links"},"formats":{"type":"json","required":false,"visibility":"user-or-llm","description":"Output formats for scraped content (e.g., [\\"markdown\\"], [\\"markdown\\", \\"html\\"], [\\"markdown\\", \\"links\\"])"},"excludePaths":{"type":"json","required":false,"visibility":"user-or-llm","description":"URL paths to exclude from crawling (e.g., [\\"/blog/*\\", \\"/admin/*\\", \\"/*.pdf\\"])"},"includePaths":{"type":"json","required":false,"visibility":"user-or-llm","description":"URL paths to include in crawling (e.g., [\\"/docs/*\\", \\"/api/*\\"]). 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Each item requires targetPageSlug (slug for the new page) and context (content details the agent should use).","items":{"type":"object","properties":{"targetPageSlug":{"type":"string","description":"Slug for the generated page"},"context":{"type":"string","description":"Content context for the generated page"}}}},"callbackUrl":{"type":"string","required":false,"visibility":"user-only","description":"HTTPS webhook URL that Flint will POST to when the task completes or fails"},"publish":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to automatically publish the generated pages when the task completes"}}},"flint_get_task":{"id":"flint_get_task","name":"Flint Get Task","description":"Get the status and results of a background Flint agent task.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Flint API key (found in Flint team settings, starts with ak_)"},"taskId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Identifier of the task returned when it was created (e.g., bg-...)"}}},"function_execute":{"id":"function_execute","name":"Function Execute","description":"Execute JavaScript, Python, or shell scripts in a secure sandbox. 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NO import/require statements."},"language":{"type":"string","required":false,"visibility":"user-only","description":"Language to execute (javascript, python, or shell)","default":"javascript"},"timeout":{"type":"number","required":false,"visibility":"hidden","description":"Execution timeout in milliseconds","default":300000},"title":{"type":"string","required":false,"visibility":"hidden","description":"Short user-visible label for this execution."},"outputPath":{"type":"string","required":false,"visibility":"hidden","description":"Write the tool result back to a workspace file, e.g. \\"files/result.json\\" or \\"files/report.csv\\". Use for text/JSON/CSV/markdown/html outputs."},"outputFormat":{"type":"string","required":false,"visibility":"hidden","description":"Optional format override for outputPath (json, csv, txt, md, html)."},"outputTable":{"type":"string","required":false,"visibility":"hidden","description":"Overwrite a workspace table with the code result. 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Returns the gamma URL when completed, or error details if failed.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Gamma API key"},"generationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The generation ID returned by the Generate or Generate from Template tool"}}},"gamma_generate":{"id":"gamma_generate","name":"Gamma Generate","description":"Generate a new Gamma presentation, document, webpage, or social post from text input.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Gamma API key"},"inputText":{"type":"string","required":true,"visibility":"user-or-llm","description":"Text and image URLs used to generate your gamma (1-100,000 tokens)"},"textMode":{"type":"string","required":true,"visibility":"user-or-llm","description":"How to handle input text: generate (AI expands), condense (AI summarizes), or preserve (keep as-is)"},"format":{"type":"string","required":false,"visibility":"user-or-llm","description":"Output format: presentation, document, webpage, or social (default: presentation)"},"themeId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Custom Gamma workspace theme ID (use List Themes to find available themes)"},"numCards":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of cards/slides to generate (1-60 for Pro, 1-75 for Ultra; default: 10)"},"cardSplit":{"type":"string","required":false,"visibility":"user-or-llm","description":"How to split content into cards: auto or inputTextBreaks (default: auto)"},"cardDimensions":{"type":"string","required":false,"visibility":"user-or-llm","description":"Card aspect ratio. 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Supports both public and private repositories with optional authentication.","version":"2.0.0","params":{"owner":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository owner (user or organization)"},"repo":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository name"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"GitHub Personal Access Token"}}},"github_request_reviewers":{"id":"github_request_reviewers","name":"GitHub Request Reviewers","description":"Request reviewers for a pull request","version":"1.0.0","params":{"owner":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository owner"},"repo":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository name"},"pullNumber":{"type":"number","required":true,"visibility":"user-or-llm","description":"Pull request number"},"reviewers":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of user logins to request reviews from (at least one of reviewers or team_reviewers is required)"},"team_reviewers":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of team slugs to request reviews from"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"GitHub API token"}}},"github_request_reviewers_v2":{"id":"github_request_reviewers_v2","name":"GitHub Request Reviewers","description":"Request reviewers for a pull request","version":"2.0.0","params":{"owner":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository owner"},"repo":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository name"},"pullNumber":{"type":"number","required":true,"visibility":"user-or-llm","description":"Pull request number"},"reviewers":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of user logins to request reviews from (at least one of reviewers or team_reviewers is required)"},"team_reviewers":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of team slugs to request reviews from"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"GitHub API token"}}},"github_rerun_workflow":{"id":"github_rerun_workflow","name":"GitHub Rerun Workflow","description":"Rerun a workflow run. Optionally enable debug logging for the rerun. Returns 201 Created on success.","version":"1.0.0","params":{"owner":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository owner (user or organization)"},"repo":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository name"},"run_id":{"type":"number","required":true,"visibility":"user-or-llm","description":"Workflow run ID to rerun"},"enable_debug_logging":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Enable debug logging for the rerun (default: false)","default":false},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"GitHub Personal Access Token"}}},"github_rerun_workflow_v2":{"id":"github_rerun_workflow_v2","name":"GitHub Rerun Workflow","description":"Rerun a workflow run. Optionally enable debug logging for the rerun. Returns 201 Created on success.","version":"2.0.0","params":{"owner":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository owner (user or organization)"},"repo":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository name"},"run_id":{"type":"number","required":true,"visibility":"user-or-llm","description":"Workflow run ID to rerun"},"enable_debug_logging":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Enable debug logging for the rerun (default: false)","default":false},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"GitHub Personal Access Token"}}},"github_resolve_review_thread":{"id":"github_resolve_review_thread","name":"GitHub Resolve Review Thread","description":"Mark a pull request review thread as resolved.","version":"1.0.0","params":{"threadId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Review thread node ID"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"GitHub API token with pull request write access"}}},"github_search_code":{"id":"github_search_code","name":"GitHub Search Code","description":"Search for code across GitHub repositories. Use qualifiers like repo:owner/name, language:js, path:src, extension:py","version":"1.0.0","params":{"q":{"type":"string","required":true,"visibility":"user-or-llm","description":"Search query with optional qualifiers (repo:, language:, path:, extension:, user:, org:)"},"sort":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort by indexed date (default: best match)"},"order":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort order: asc or desc (default: desc)"},"per_page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Results per page (max 100, default: 30)","default":30},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number (default: 1)","default":1},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"GitHub API token"}}},"github_search_code_v2":{"id":"github_search_code_v2","name":"GitHub Search Code","description":"Search for code across GitHub repositories. Use qualifiers like repo:owner/name, language:js, path:src, extension:py","version":"2.0.0","params":{"q":{"type":"string","required":true,"visibility":"user-or-llm","description":"Search query with optional qualifiers (repo:, language:, path:, extension:, user:, org:)"},"sort":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort by indexed date (default: best match)"},"order":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort order: asc or desc (default: desc)"},"per_page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Results per page (max 100, default: 30)","default":30},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number (default: 1)","default":1},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"GitHub API token"}}},"github_search_commits":{"id":"github_search_commits","name":"GitHub Search Commits","description":"Search for commits across GitHub. Use qualifiers like repo:owner/name, author:user, committer:user, author-date:>2023-01-01","version":"1.0.0","params":{"q":{"type":"string","required":true,"visibility":"user-or-llm","description":"Search query with optional qualifiers (repo:, author:, committer:, author-date:, committer-date:, merge:true/false)"},"sort":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort by: author-date or committer-date (default: best match)"},"order":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort order: asc or desc (default: desc)"},"per_page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Results per page (max 100, default: 30)","default":30},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number (default: 1)","default":1},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"GitHub API token"}}},"github_search_commits_v2":{"id":"github_search_commits_v2","name":"GitHub Search Commits","description":"Search for commits across GitHub. Use qualifiers like repo:owner/name, author:user, committer:user, author-date:>2023-01-01","version":"2.0.0","params":{"q":{"type":"string","required":true,"visibility":"user-or-llm","description":"Search query with optional qualifiers (repo:, author:, committer:, author-date:, committer-date:, merge:true/false)"},"sort":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort by: author-date or committer-date (default: best match)"},"order":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort order: asc or desc (default: desc)"},"per_page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Results per page (max 100, default: 30)","default":30},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number (default: 1)","default":1},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"GitHub API token"}}},"github_search_issues":{"id":"github_search_issues","name":"GitHub Search Issues","description":"Search for issues and pull requests across GitHub. Use qualifiers like repo:owner/name, is:issue, is:pr, state:open, label:bug, author:user","version":"1.0.0","params":{"q":{"type":"string","required":true,"visibility":"user-or-llm","description":"Search query with optional qualifiers (repo:, is:issue, is:pr, state:, label:, author:, assignee:)"},"sort":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort by: comments, reactions, created, updated, interactions (default: best match)"},"order":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort order: asc or desc (default: desc)"},"per_page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Results per page (max 100, default: 30)","default":30},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number (default: 1)","default":1},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"GitHub API token"}}},"github_search_issues_v2":{"id":"github_search_issues_v2","name":"GitHub Search Issues","description":"Search for issues and pull requests across GitHub. Use qualifiers like repo:owner/name, is:issue, is:pr, state:open, label:bug, author:user","version":"2.0.0","params":{"q":{"type":"string","required":true,"visibility":"user-or-llm","description":"Search query with optional qualifiers (repo:, is:issue, is:pr, state:, label:, author:, assignee:)"},"sort":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort by: comments, reactions, created, updated, interactions (default: best match)"},"order":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort order: asc or desc (default: desc)"},"per_page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Results per page (max 100, default: 30)","default":30},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number (default: 1)","default":1},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"GitHub API token"}}},"github_search_repos":{"id":"github_search_repos","name":"GitHub Search Repositories","description":"Search for repositories across GitHub. Use qualifiers like language:python, stars:>1000, topic:react, user:owner, org:name","version":"1.0.0","params":{"q":{"type":"string","required":true,"visibility":"user-or-llm","description":"Search query with optional qualifiers (language:, stars:, forks:, topic:, user:, org:, in:name,description,readme)"},"sort":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort by: stars, forks, help-wanted-issues, updated (default: best match)"},"order":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort order: asc or desc (default: desc)"},"per_page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Results per page (max 100, default: 30)","default":30},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number (default: 1)","default":1},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"GitHub API token"}}},"github_search_repos_v2":{"id":"github_search_repos_v2","name":"GitHub Search Repositories","description":"Search for repositories across GitHub. Use qualifiers like language:python, stars:>1000, topic:react, user:owner, org:name","version":"2.0.0","params":{"q":{"type":"string","required":true,"visibility":"user-or-llm","description":"Search query with optional qualifiers (language:, stars:, forks:, topic:, user:, org:, in:name,description,readme)"},"sort":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort by: stars, forks, help-wanted-issues, updated (default: best match)"},"order":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort order: asc or desc (default: desc)"},"per_page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Results per page (max 100, default: 30)","default":30},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number (default: 1)","default":1},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"GitHub API token"}}},"github_search_users":{"id":"github_search_users","name":"GitHub Search Users","description":"Search for users and organizations on GitHub. Use qualifiers like type:user, type:org, followers:>1000, repos:>10, location:city","version":"1.0.0","params":{"q":{"type":"string","required":true,"visibility":"user-or-llm","description":"Search query with optional qualifiers (type:user/org, followers:, repos:, location:, language:, created:)"},"sort":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort by: followers, repositories, joined (default: best match)"},"order":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort order: asc or desc (default: desc)"},"per_page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Results per page (max 100, default: 30)","default":30},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number (default: 1)","default":1},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"GitHub API token"}}},"github_search_users_v2":{"id":"github_search_users_v2","name":"GitHub Search Users","description":"Search for users and organizations on GitHub. Use qualifiers like type:user, type:org, followers:>1000, repos:>10, location:city","version":"2.0.0","params":{"q":{"type":"string","required":true,"visibility":"user-or-llm","description":"Search query with optional qualifiers (type:user/org, followers:, repos:, location:, language:, created:)"},"sort":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort by: followers, repositories, joined (default: best match)"},"order":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort order: asc or desc (default: desc)"},"per_page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Results per page (max 100, default: 30)","default":30},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number (default: 1)","default":1},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"GitHub API token"}}},"github_star_gist":{"id":"github_star_gist","name":"GitHub Star Gist","description":"Star a gist","version":"1.0.0","params":{"gist_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The gist ID to star"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"GitHub API token"}}},"github_star_gist_v2":{"id":"github_star_gist_v2","name":"GitHub Star Gist","description":"Star a gist","version":"2.0.0","params":{"gist_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The gist ID to star"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"GitHub API token"}}},"github_star_repo":{"id":"github_star_repo","name":"GitHub Star Repository","description":"Star a repository","version":"1.0.0","params":{"owner":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository owner"},"repo":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository name"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"GitHub API token"}}},"github_star_repo_v2":{"id":"github_star_repo_v2","name":"GitHub Star Repository","description":"Star a repository","version":"2.0.0","params":{"owner":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository owner"},"repo":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository name"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"GitHub API token"}}},"github_status_check_rollup":{"id":"github_status_check_rollup","name":"GitHub Status Check Rollup","description":"Read the merged check-run and commit-status state for one commit SHA, including whether each check is required to merge a given pull request.","version":"1.0.0","params":{"owner":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository owner"},"repo":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository name"},"sha":{"type":"string","required":true,"visibility":"user-or-llm","description":"Commit SHA to read check state for"},"pullNumber":{"type":"number","required":true,"visibility":"user-or-llm","description":"Pull request number that decides which checks are required"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor from a previous page (endCursor) to continue from"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"GitHub API token with checks and commit statuses read access"}}},"github_trigger_workflow":{"id":"github_trigger_workflow","name":"GitHub Trigger Workflow","description":"Trigger a workflow dispatch event for a GitHub Actions workflow. The workflow must have a workflow_dispatch trigger configured. Returns 204 No Content on success.","version":"1.0.0","params":{"owner":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository owner (user or organization)"},"repo":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository name"},"workflow_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"Workflow ID (number) or workflow filename (e.g., \\"main.yaml\\")"},"ref":{"type":"string","required":true,"visibility":"user-or-llm","description":"Git reference (branch or tag name) to run the workflow on"},"inputs":{"type":"object","required":false,"visibility":"user-or-llm","description":"Input keys and values configured in the workflow file"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"GitHub Personal Access Token"}}},"github_trigger_workflow_v2":{"id":"github_trigger_workflow_v2","name":"GitHub Trigger Workflow","description":"Trigger a workflow dispatch event for a GitHub Actions workflow. The workflow must have a workflow_dispatch trigger configured. Returns 204 No Content on success.","version":"2.0.0","params":{"owner":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository owner (user or organization)"},"repo":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository name"},"workflow_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"Workflow ID (number) or workflow filename (e.g., \\"main.yaml\\")"},"ref":{"type":"string","required":true,"visibility":"user-or-llm","description":"Git reference (branch or tag name) to run the workflow on"},"inputs":{"type":"object","required":false,"visibility":"user-or-llm","description":"Input keys and values configured in the workflow file"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"GitHub Personal Access Token"}}},"github_unstar_gist":{"id":"github_unstar_gist","name":"GitHub Unstar Gist","description":"Unstar a gist","version":"1.0.0","params":{"gist_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The gist ID to unstar"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"GitHub API token"}}},"github_unstar_gist_v2":{"id":"github_unstar_gist_v2","name":"GitHub Unstar Gist","description":"Unstar a gist","version":"2.0.0","params":{"gist_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The gist ID to unstar"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"GitHub API token"}}},"github_unstar_repo":{"id":"github_unstar_repo","name":"GitHub Unstar Repository","description":"Remove star from a repository","version":"1.0.0","params":{"owner":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository owner"},"repo":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository name"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"GitHub API token"}}},"github_unstar_repo_v2":{"id":"github_unstar_repo_v2","name":"GitHub Unstar Repository","description":"Remove star from a repository","version":"2.0.0","params":{"owner":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository owner"},"repo":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository name"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"GitHub API token"}}},"github_update_branch_protection":{"id":"github_update_branch_protection","name":"GitHub Update Branch Protection","description":"Update branch protection rules for a specific branch, including status checks, review requirements, admin enforcement, and push restrictions.","version":"1.0.0","params":{"owner":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository owner (user or organization)"},"repo":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository name"},"branch":{"type":"string","required":true,"visibility":"user-or-llm","description":"Branch name"},"required_status_checks":{"type":"object","required":true,"visibility":"user-or-llm","description":"Required status check configuration (null to disable). Object with strict (boolean) and contexts (string array)"},"enforce_admins":{"type":"boolean","required":true,"visibility":"user-or-llm","description":"Whether to enforce restrictions for administrators"},"required_pull_request_reviews":{"type":"object","required":true,"visibility":"user-or-llm","description":"PR review requirements (null to disable). Object with optional required_approving_review_count, dismiss_stale_reviews, require_code_owner_reviews"},"restrictions":{"type":"object","required":true,"visibility":"user-or-llm","description":"Push restrictions (null to disable). Object with users (string array) and teams (string array)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"GitHub Personal Access Token"}}},"github_update_branch_protection_v2":{"id":"github_update_branch_protection_v2","name":"GitHub Update Branch Protection","description":"Update branch protection rules for a specific branch, including status checks, review requirements, admin enforcement, and push restrictions.","version":"2.0.0","params":{"owner":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository owner (user or organization)"},"repo":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository name"},"branch":{"type":"string","required":true,"visibility":"user-or-llm","description":"Branch name"},"required_status_checks":{"type":"object","required":true,"visibility":"user-or-llm","description":"Required status check configuration (null to disable). Object with strict (boolean) and contexts (string array)"},"enforce_admins":{"type":"boolean","required":true,"visibility":"user-or-llm","description":"Whether to enforce restrictions for administrators"},"required_pull_request_reviews":{"type":"object","required":true,"visibility":"user-or-llm","description":"PR review requirements (null to disable). Object with optional required_approving_review_count, dismiss_stale_reviews, require_code_owner_reviews"},"restrictions":{"type":"object","required":true,"visibility":"user-or-llm","description":"Push restrictions (null to disable). Object with users (string array) and teams (string array)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"GitHub Personal Access Token"}}},"github_update_comment":{"id":"github_update_comment","name":"GitHub Comment Updater","description":"Update an existing comment on a GitHub issue or pull request","version":"1.0.0","params":{"owner":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository owner"},"repo":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository name"},"comment_id":{"type":"number","required":true,"visibility":"user-or-llm","description":"Comment ID"},"body":{"type":"string","required":true,"visibility":"user-or-llm","description":"Updated comment content"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"GitHub API token"}}},"github_update_comment_v2":{"id":"github_update_comment_v2","name":"GitHub Comment Updater","description":"Update an existing comment on a GitHub issue or pull request","version":"2.0.0","params":{"owner":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository owner"},"repo":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository name"},"comment_id":{"type":"number","required":true,"visibility":"user-or-llm","description":"Comment ID"},"body":{"type":"string","required":true,"visibility":"user-or-llm","description":"Updated comment content"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"GitHub API token"}}},"github_update_file":{"id":"github_update_file","name":"GitHub Update File","description":"Update an existing file in a GitHub repository. Requires the file SHA. Content will be automatically Base64 encoded. Supports files up to 1MB.","version":"1.0.0","params":{"owner":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository owner (user or organization)"},"repo":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository name"},"path":{"type":"string","required":true,"visibility":"user-or-llm","description":"Path to the file to update (e.g., \\"src/index.ts\\")"},"message":{"type":"string","required":true,"visibility":"user-or-llm","description":"Commit message for this file update"},"content":{"type":"string","required":true,"visibility":"user-or-llm","description":"New file content (plain text, will be Base64 encoded automatically)"},"sha":{"type":"string","required":true,"visibility":"user-or-llm","description":"The blob SHA of the file being replaced (get from github_get_file_content)"},"branch":{"type":"string","required":false,"visibility":"user-or-llm","description":"Branch to update the file in (defaults to repository default branch)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"GitHub Personal Access Token"}}},"github_update_file_v2":{"id":"github_update_file_v2","name":"GitHub Update File","description":"Update an existing file in a GitHub repository. Requires the file SHA. Content will be automatically Base64 encoded. Supports files up to 1MB.","version":"2.0.0","params":{"owner":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository owner (user or organization)"},"repo":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository name"},"path":{"type":"string","required":true,"visibility":"user-or-llm","description":"Path to the file to update (e.g., \\"src/index.ts\\")"},"message":{"type":"string","required":true,"visibility":"user-or-llm","description":"Commit message for this file update"},"content":{"type":"string","required":true,"visibility":"user-or-llm","description":"New file content (plain text, will be Base64 encoded automatically)"},"sha":{"type":"string","required":true,"visibility":"user-or-llm","description":"The blob SHA of the file being replaced (get from github_get_file_content)"},"branch":{"type":"string","required":false,"visibility":"user-or-llm","description":"Branch to update the file in (defaults to repository default branch)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"GitHub Personal Access Token"}}},"github_update_gist":{"id":"github_update_gist","name":"GitHub Update Gist","description":"Update a gist description or files. To delete a file, set its value to null in files object","version":"1.0.0","params":{"gist_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The gist ID to update"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"New description for the gist"},"files":{"type":"json","required":false,"visibility":"user-or-llm","description":"JSON object with filenames as keys. Set to null to delete, or provide content to update/add"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"GitHub API token"}}},"github_update_gist_v2":{"id":"github_update_gist_v2","name":"GitHub Update Gist","description":"Update a gist description or files. To delete a file, set its value to null in files object","version":"2.0.0","params":{"gist_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The gist ID to update"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"New description for the gist"},"files":{"type":"json","required":false,"visibility":"user-or-llm","description":"JSON object with filenames as keys. 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Defaults to gitlab.com."},"userId":{"type":"number","required":true,"visibility":"user-or-llm","description":"The ID of the user to act on"}}},"gitlab_add_member":{"id":"gitlab_add_member","name":"GitLab Add Member","description":"Add an existing GitLab user to a project or group at a given access level","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"GitLab Personal Access Token"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-managed GitLab host (e.g. gitlab.example.com). 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Defaults to gitlab.com."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Project ID or path (e.g. mygroup/myproject)"},"sourceBranch":{"type":"string","required":true,"visibility":"user-or-llm","description":"Source branch name"},"targetBranch":{"type":"string","required":true,"visibility":"user-or-llm","description":"Target branch name"},"title":{"type":"string","required":true,"visibility":"user-or-llm","description":"Merge request title"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Merge request description (Markdown supported)"},"labels":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of label names"},"assigneeIds":{"type":"array","required":false,"visibility":"user-or-llm","description":"Array of user IDs to assign"},"milestoneId":{"type":"number","required":false,"visibility":"user-or-llm","description":"Milestone ID to assign"},"removeSourceBranch":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Delete source branch after merge"},"squash":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Squash commits on merge"},"draft":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Mark as draft (applied via the \\"Draft:\\" title prefix)"}}},"gitlab_create_merge_request_note":{"id":"gitlab_create_merge_request_note","name":"GitLab Create Merge Request Comment","description":"Add a comment to a GitLab merge request","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"GitLab Personal Access Token"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-managed GitLab host (e.g. gitlab.example.com). Defaults to gitlab.com."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Project ID or path (e.g. mygroup/myproject)"},"mergeRequestIid":{"type":"number","required":true,"visibility":"user-or-llm","description":"Merge request internal ID (IID)"},"body":{"type":"string","required":true,"visibility":"user-or-llm","description":"Comment body (Markdown supported)"},"internal":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Create the comment as an internal note visible only to project members"}}},"gitlab_create_pipeline":{"id":"gitlab_create_pipeline","name":"GitLab Create Pipeline","description":"Trigger a new pipeline in a GitLab project","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"GitLab Personal Access Token"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-managed GitLab host (e.g. gitlab.example.com). Defaults to gitlab.com."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Project ID or path (e.g. mygroup/myproject)"},"ref":{"type":"string","required":true,"visibility":"user-or-llm","description":"Branch or tag to run the pipeline on"},"variables":{"type":"array","required":false,"visibility":"user-or-llm","description":"Array of variables for the pipeline (each with key, value, and optional variable_type)"},"inputs":{"type":"json","required":false,"visibility":"user-or-llm","description":"Pipeline inputs as a key/value object (for pipelines with spec:inputs)"}}},"gitlab_create_release":{"id":"gitlab_create_release","name":"GitLab Create Release","description":"Create a new release in a GitLab project","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"GitLab Personal Access Token"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-managed GitLab host (e.g. gitlab.example.com). Defaults to gitlab.com."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Project ID or path (e.g. mygroup/myproject)"},"tagName":{"type":"string","required":true,"visibility":"user-or-llm","description":"The Git tag for the release"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"The release name"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Release description/notes (Markdown supported)"},"ref":{"type":"string","required":false,"visibility":"user-or-llm","description":"Commit SHA, branch, or tag to create the tag from if it does not already exist"},"releasedAt":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO 8601 date for an upcoming or historical release"},"tagMessage":{"type":"string","required":false,"visibility":"user-or-llm","description":"Annotation message to use if creating a new annotated tag"},"assetLinks":{"type":"array","required":false,"visibility":"user-or-llm","description":"Release asset links: array of objects with name, url, and optional link_type (other, runbook, image, package)"},"milestones":{"type":"array","required":false,"visibility":"user-or-llm","description":"Array of milestone titles to associate with the release"}}},"gitlab_create_user":{"id":"gitlab_create_user","name":"GitLab Create User","description":"Create a new GitLab user. Requires an administrator token with admin_mode on the instance.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"GitLab admin Personal Access Token (admin_mode)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-managed GitLab host (e.g. gitlab.example.com). Defaults to gitlab.com."},"email":{"type":"string","required":true,"visibility":"user-or-llm","description":"The user\'s email address"},"username":{"type":"string","required":true,"visibility":"user-or-llm","description":"The user\'s username"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"The user\'s display name"},"password":{"type":"string","required":false,"visibility":"user-only","description":"The user\'s password. Omit and set resetPassword to email a reset link instead."},"resetPassword":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Send the user a password reset link instead of setting a password"},"forceRandomPassword":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Set a random password without emailing a reset link (useful for SSO-only accounts). One of password, resetPassword, or forceRandomPassword is required."},"admin":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the new user is an administrator"},"skipConfirmation":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Skip email confirmation for the new user"}}},"gitlab_deactivate_user":{"id":"gitlab_deactivate_user","name":"GitLab Deactivate User","description":"Deactivate a dormant GitLab user","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"GitLab admin Personal Access Token (admin_mode)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-managed GitLab host (e.g. gitlab.example.com). Defaults to gitlab.com."},"userId":{"type":"number","required":true,"visibility":"user-or-llm","description":"The ID of the user to act on"}}},"gitlab_delete_branch":{"id":"gitlab_delete_branch","name":"GitLab Delete Branch","description":"Delete a branch from a GitLab project repository","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"GitLab Personal Access Token"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-managed GitLab host (e.g. gitlab.example.com). Defaults to gitlab.com."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Project ID or path (e.g. mygroup/myproject)"},"branch":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name of the branch to delete"}}},"gitlab_delete_issue":{"id":"gitlab_delete_issue","name":"GitLab Delete Issue","description":"Delete an issue from a GitLab project","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"GitLab Personal Access Token"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-managed GitLab host (e.g. gitlab.example.com). Defaults to gitlab.com."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Project ID or path (e.g. mygroup/myproject)"},"issueIid":{"type":"number","required":true,"visibility":"user-or-llm","description":"Issue internal ID (IID)"}}},"gitlab_delete_saml_group_link":{"id":"gitlab_delete_saml_group_link","name":"GitLab Delete SAML Group Link","description":"Delete a SAML group link from a GitLab group (GitLab Premium/Ultimate)","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"GitLab Personal Access Token with group Owner rights"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-managed GitLab host (e.g. gitlab.example.com). Defaults to gitlab.com."},"groupId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Group ID or path (e.g. my-org/my-group)"},"samlGroupName":{"type":"string","required":true,"visibility":"user-or-llm","description":"The name of the SAML group link to delete"},"provider":{"type":"string","required":false,"visibility":"user-or-llm","description":"Provider name of the link to delete. Required when multiple links share the same SAML group name."}}},"gitlab_delete_user":{"id":"gitlab_delete_user","name":"GitLab Delete User","description":"Delete a GitLab user. Requires an administrator token with admin_mode on the instance.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"GitLab admin Personal Access Token (admin_mode)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-managed GitLab host (e.g. gitlab.example.com). Defaults to gitlab.com."},"userId":{"type":"number","required":true,"visibility":"user-or-llm","description":"The ID of the user to delete"},"hardDelete":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"When true, contributions, personal projects, AND groups owned solely by this user are deleted rather than moved to a Ghost User"}}},"gitlab_delete_user_identity":{"id":"gitlab_delete_user_identity","name":"GitLab Delete User Identity","description":"Delete a user\'s authentication identity (e.g. SAML or LDAP). Requires an administrator token with admin_mode on the instance.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"GitLab admin Personal Access Token (admin_mode)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-managed GitLab host (e.g. gitlab.example.com). Defaults to gitlab.com."},"userId":{"type":"number","required":true,"visibility":"user-or-llm","description":"The ID of the user"},"provider":{"type":"string","required":true,"visibility":"user-or-llm","description":"The external identity provider name (e.g. saml, ldapmain)"}}},"gitlab_deny_access_request":{"id":"gitlab_deny_access_request","name":"GitLab Deny Access Request","description":"Deny (delete) a pending access request for a GitLab project or group","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"GitLab Personal Access Token"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-managed GitLab host (e.g. gitlab.example.com). Defaults to gitlab.com."},"resourceType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Whether the resource is a \'project\' or a \'group\'"},"resourceId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Project or group ID or path (e.g. mygroup/myproject)"},"userId":{"type":"number","required":true,"visibility":"user-or-llm","description":"The user ID of the access requester"}}},"gitlab_get_file":{"id":"gitlab_get_file","name":"GitLab Get File","description":"Get the contents of a file from a GitLab project repository","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"GitLab Personal Access Token"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-managed GitLab host (e.g. gitlab.example.com). Defaults to gitlab.com."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Project ID or path (e.g. mygroup/myproject)"},"filePath":{"type":"string","required":true,"visibility":"user-or-llm","description":"Path to the file in the repository"},"ref":{"type":"string","required":true,"visibility":"user-or-llm","description":"Branch, tag, or commit SHA"}}},"gitlab_get_group":{"id":"gitlab_get_group","name":"GitLab Get Group","description":"Get details of a specific GitLab group","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"GitLab Personal Access Token"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-managed GitLab host (e.g. gitlab.example.com). Defaults to gitlab.com."},"groupId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Group ID or path (e.g. mygroup or parent/subgroup)"}}},"gitlab_get_issue":{"id":"gitlab_get_issue","name":"GitLab Get Issue","description":"Get details of a specific GitLab issue","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"GitLab Personal Access Token"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-managed GitLab host (e.g. gitlab.example.com). Defaults to gitlab.com."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Project ID or path (e.g. mygroup/myproject)"},"issueIid":{"type":"number","required":true,"visibility":"user-or-llm","description":"Issue number within the project (the # shown in GitLab UI)"}}},"gitlab_get_job_log":{"id":"gitlab_get_job_log","name":"GitLab Get Job Log","description":"Get the log (trace) of a GitLab job","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"GitLab Personal Access Token"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-managed GitLab host (e.g. gitlab.example.com). Defaults to gitlab.com."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Project ID or path (e.g. mygroup/myproject)"},"jobId":{"type":"number","required":true,"visibility":"user-or-llm","description":"Job ID"}}},"gitlab_get_merge_request":{"id":"gitlab_get_merge_request","name":"GitLab Get Merge Request","description":"Get details of a specific GitLab merge request","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"GitLab Personal Access Token"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-managed GitLab host (e.g. gitlab.example.com). Defaults to gitlab.com."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Project ID or path (e.g. mygroup/myproject)"},"mergeRequestIid":{"type":"number","required":true,"visibility":"user-or-llm","description":"Merge request internal ID (IID)"}}},"gitlab_get_merge_request_changes":{"id":"gitlab_get_merge_request_changes","name":"GitLab Get Merge Request Changes","description":"Get the file changes (diffs) of a GitLab merge request","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"GitLab Personal Access Token"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-managed GitLab host (e.g. gitlab.example.com). Defaults to gitlab.com."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Project ID or path (e.g. mygroup/myproject)"},"mergeRequestIid":{"type":"number","required":true,"visibility":"user-or-llm","description":"Merge request internal ID (IID)"}}},"gitlab_get_pipeline":{"id":"gitlab_get_pipeline","name":"GitLab Get Pipeline","description":"Get details of a specific GitLab pipeline","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"GitLab Personal Access Token"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-managed GitLab host (e.g. gitlab.example.com). Defaults to gitlab.com."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Project ID or path (e.g. mygroup/myproject)"},"pipelineId":{"type":"number","required":true,"visibility":"user-or-llm","description":"Pipeline ID"}}},"gitlab_get_project":{"id":"gitlab_get_project","name":"GitLab Get Project","description":"Get details of a specific GitLab project","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"GitLab Personal Access Token"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-managed GitLab host (e.g. gitlab.example.com). Defaults to gitlab.com."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Project ID or path (e.g. mygroup/myproject) (e.g., \\"namespace/project\\")"}}},"gitlab_invite_member":{"id":"gitlab_invite_member","name":"GitLab Invite Member","description":"Invite a person to a GitLab project or group by email address","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"GitLab Personal Access Token"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-managed GitLab host (e.g. gitlab.example.com). Defaults to gitlab.com."},"resourceType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Whether the resource is a \'project\' or a \'group\'"},"resourceId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Project or group ID or path (e.g. mygroup/myproject)"},"email":{"type":"string","required":true,"visibility":"user-or-llm","description":"Email address to invite (comma-separated for multiple)"},"accessLevel":{"type":"number","required":true,"visibility":"user-or-llm","description":"Access level: 0 (No access), 5 (Minimal), 10 (Guest), 15 (Planner), 20 (Reporter), 25 (Security Manager), 30 (Developer), 40 (Maintainer), 50 (Owner)"},"expiresAt":{"type":"string","required":false,"visibility":"user-or-llm","description":"Access expiration date in YYYY-MM-DD format"},"memberRoleId":{"type":"number","required":false,"visibility":"user-or-llm","description":"Custom member role ID (GitLab Ultimate only)"},"inviteSource":{"type":"string","required":false,"visibility":"user-or-llm","description":"Identifier recorded as the source of the invitation (for attribution)"}}},"gitlab_list_access_requests":{"id":"gitlab_list_access_requests","name":"GitLab List Access Requests","description":"List pending access requests for a GitLab project or group","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"GitLab Personal Access Token"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-managed GitLab host (e.g. gitlab.example.com). Defaults to gitlab.com."},"resourceType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Whether the resource is a \'project\' or a \'group\'"},"resourceId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Project or group ID or path (e.g. mygroup/myproject)"},"perPage":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (default 20, max 100)"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number for pagination"}}},"gitlab_list_branches":{"id":"gitlab_list_branches","name":"GitLab List Branches","description":"List branches in a GitLab project repository","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"GitLab Personal Access Token"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-managed GitLab host (e.g. gitlab.example.com). Defaults to gitlab.com."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Project ID or path (e.g. mygroup/myproject)"},"search":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter branches by name"},"perPage":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (default 20, max 100)"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number for pagination"}}},"gitlab_list_commits":{"id":"gitlab_list_commits","name":"GitLab List Commits","description":"List commits in a GitLab project repository","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"GitLab Personal Access Token"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-managed GitLab host (e.g. gitlab.example.com). Defaults to gitlab.com."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Project ID or path (e.g. mygroup/myproject)"},"refName":{"type":"string","required":false,"visibility":"user-or-llm","description":"Branch, tag, or revision range to list commits from"},"since":{"type":"string","required":false,"visibility":"user-or-llm","description":"Only commits after this ISO 8601 date"},"until":{"type":"string","required":false,"visibility":"user-or-llm","description":"Only commits before this ISO 8601 date"},"path":{"type":"string","required":false,"visibility":"user-or-llm","description":"Only commits affecting this file path"},"author":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter commits by author"},"perPage":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (default 20, max 100)"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number for pagination"}}},"gitlab_list_groups":{"id":"gitlab_list_groups","name":"GitLab List Groups","description":"List GitLab groups accessible to the authenticated user","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"GitLab Personal Access Token"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-managed GitLab host (e.g. gitlab.example.com). Defaults to gitlab.com."},"owned":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Limit to groups owned by the current user"},"search":{"type":"string","required":false,"visibility":"user-or-llm","description":"Search groups by name or path"},"topLevelOnly":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Limit to top-level groups, excluding subgroups"},"visibility":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by visibility: public, internal, or private"},"minAccessLevel":{"type":"number","required":false,"visibility":"user-or-llm","description":"Only groups where the current user has at least this access level, as an integer (e.g. 30 for Developer). Valid values: 5, 10, 15, 20, 25, 30, 40, 50."},"allAvailable":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Include all groups the user can access, not only groups they are a member of (ignored when owned or a minimum access level is set)"},"orderBy":{"type":"string","required":false,"visibility":"user-or-llm","description":"Order by field (name, path, id, similarity). similarity requires a search term."},"sort":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort direction (asc, desc)"},"perPage":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (default 20, max 100)"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number for pagination"}}},"gitlab_list_invitations":{"id":"gitlab_list_invitations","name":"GitLab List Invitations","description":"List pending email invitations for a GitLab project or group","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"GitLab Personal Access Token"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-managed GitLab host (e.g. gitlab.example.com). Defaults to gitlab.com."},"resourceType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Whether the resource is a \'project\' or a \'group\'"},"resourceId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Project or group ID or path (e.g. mygroup/myproject)"},"query":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter invitations by invited email"},"perPage":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (default 20, max 100)"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number for pagination"}}},"gitlab_list_issues":{"id":"gitlab_list_issues","name":"GitLab List Issues","description":"List issues in a GitLab project","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"GitLab Personal Access Token"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-managed GitLab host (e.g. gitlab.example.com). Defaults to gitlab.com."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Project ID or path (e.g. mygroup/myproject)"},"state":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by state (opened, closed, all)"},"labels":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of label names"},"assigneeId":{"type":"number","required":false,"visibility":"user-or-llm","description":"Filter by assignee user ID"},"milestoneTitle":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by milestone title"},"search":{"type":"string","required":false,"visibility":"user-or-llm","description":"Search issues by title and description"},"orderBy":{"type":"string","required":false,"visibility":"user-or-llm","description":"Order by field (created_at, updated_at, priority, due_date, relative_position, label_priority, milestone_due, popularity, weight)"},"sort":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort direction (asc, desc)"},"perPage":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (default 20, max 100)"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number for pagination"}}},"gitlab_list_members":{"id":"gitlab_list_members","name":"GitLab List Members","description":"List members of a GitLab project or group. Includes members inherited from ancestor groups by default.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"GitLab Personal Access Token"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-managed GitLab host (e.g. gitlab.example.com). Defaults to gitlab.com."},"resourceType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Whether the resource is a \'project\' or a \'group\'"},"resourceId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Project or group ID or path (e.g. mygroup/myproject)"},"directOnly":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"When true, returns only direct members. Defaults to false, which also returns members inherited from ancestor groups."},"query":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter members by name, email, or username"},"userIds":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated user IDs to filter the results to"},"state":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter inherited-member results by state: \'awaiting\' or \'active\' (Premium/Ultimate; only applies when inherited members are included)"},"showSeatInfo":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Include seat information for each member"},"perPage":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (default 20, max 100)"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number for pagination"}}},"gitlab_list_merge_requests":{"id":"gitlab_list_merge_requests","name":"GitLab List Merge Requests","description":"List merge requests in a GitLab project","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"GitLab Personal Access Token"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-managed GitLab host (e.g. gitlab.example.com). Defaults to gitlab.com."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Project ID or path (e.g. mygroup/myproject)"},"state":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by state (opened, closed, locked, merged, all)"},"labels":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of label names"},"sourceBranch":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by source branch"},"targetBranch":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by target branch"},"orderBy":{"type":"string","required":false,"visibility":"user-or-llm","description":"Order by field (created_at, updated_at, merged_at, priority, label_priority, milestone_due, popularity, title)"},"sort":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort direction (asc, desc)"},"perPage":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (default 20, max 100)"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number for pagination"}}},"gitlab_list_pipeline_jobs":{"id":"gitlab_list_pipeline_jobs","name":"GitLab List Pipeline Jobs","description":"List jobs for a GitLab pipeline","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"GitLab Personal Access Token"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-managed GitLab host (e.g. gitlab.example.com). Defaults to gitlab.com."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Project ID or path (e.g. mygroup/myproject)"},"pipelineId":{"type":"number","required":true,"visibility":"user-or-llm","description":"Pipeline ID"},"scope":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter jobs by scope (e.g. created, running, success, failed)"},"includeRetried":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to include retried jobs"},"perPage":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (default 20, max 100)"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number for pagination"}}},"gitlab_list_pipelines":{"id":"gitlab_list_pipelines","name":"GitLab List Pipelines","description":"List pipelines in a GitLab project","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"GitLab Personal Access Token"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-managed GitLab host (e.g. gitlab.example.com). Defaults to gitlab.com."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Project ID or path (e.g. mygroup/myproject)"},"ref":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by ref (branch or tag)"},"status":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by status (created, waiting_for_resource, preparing, pending, running, success, failed, canceling, canceled, skipped, manual, scheduled, waiting_for_callback)"},"orderBy":{"type":"string","required":false,"visibility":"user-or-llm","description":"Order by field (id, status, ref, updated_at, user_id)"},"sort":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort direction (asc, desc)"},"perPage":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (default 20, max 100)"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number for pagination"}}},"gitlab_list_projects":{"id":"gitlab_list_projects","name":"GitLab List Projects","description":"List GitLab projects accessible to the authenticated user","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"GitLab Personal Access Token"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-managed GitLab host (e.g. gitlab.example.com). Defaults to gitlab.com."},"owned":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Limit to projects owned by the current user"},"membership":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Limit to projects the current user is a member of"},"search":{"type":"string","required":false,"visibility":"user-or-llm","description":"Search projects by name"},"visibility":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by visibility (public, internal, private)"},"orderBy":{"type":"string","required":false,"visibility":"user-or-llm","description":"Order by field (id, name, path, created_at, updated_at, last_activity_at)"},"sort":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort direction (asc, desc)"},"perPage":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (default 20, max 100)"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number for pagination"}}},"gitlab_list_releases":{"id":"gitlab_list_releases","name":"GitLab List Releases","description":"List releases in a GitLab project","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"GitLab Personal Access Token"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-managed GitLab host (e.g. gitlab.example.com). Defaults to gitlab.com."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Project ID or path (e.g. mygroup/myproject)"},"orderBy":{"type":"string","required":false,"visibility":"user-or-llm","description":"Order by field (released_at, created_at)"},"sort":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort direction (asc, desc)"},"perPage":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (default 20, max 100)"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number for pagination"}}},"gitlab_list_repository_tree":{"id":"gitlab_list_repository_tree","name":"GitLab List Repository Tree","description":"List files and directories in a GitLab project repository","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"GitLab Personal Access Token"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-managed GitLab host (e.g. gitlab.example.com). Defaults to gitlab.com."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Project ID or path (e.g. mygroup/myproject)"},"path":{"type":"string","required":false,"visibility":"user-or-llm","description":"Path inside the repository to list"},"ref":{"type":"string","required":false,"visibility":"user-or-llm","description":"Branch, tag, or commit SHA to list from"},"recursive":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to list files recursively"},"perPage":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (default 20, max 100)"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number for pagination"}}},"gitlab_list_saml_group_links":{"id":"gitlab_list_saml_group_links","name":"GitLab List SAML Group Links","description":"List SAML group links for a GitLab group. Use this to detect whether a group is governed by SAML group sync before provisioning members.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"GitLab Personal Access Token"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-managed GitLab host (e.g. gitlab.example.com). Defaults to gitlab.com."},"groupId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Group ID or path (e.g. my-org/my-group)"}}},"gitlab_list_user_memberships":{"id":"gitlab_list_user_memberships","name":"GitLab List User Memberships","description":"List a user\'s project and group memberships. Requires an administrator access token (GET /users/:id/memberships is admin-only). For a non-admin path, iterate List Members on each project or group instead.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"GitLab Personal Access Token (must belong to an administrator)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-managed GitLab host (e.g. gitlab.example.com). Defaults to gitlab.com."},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the user whose memberships to list"},"membershipType":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by source: \'Project\' or \'Namespace\' (group). Omit for all memberships."},"perPage":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (default 20, max 100)"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number for pagination"}}},"gitlab_merge_merge_request":{"id":"gitlab_merge_merge_request","name":"GitLab Merge Merge Request","description":"Merge a merge request in a GitLab project","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"GitLab Personal Access Token"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-managed GitLab host (e.g. gitlab.example.com). Defaults to gitlab.com."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Project ID or path (e.g. mygroup/myproject)"},"mergeRequestIid":{"type":"number","required":true,"visibility":"user-or-llm","description":"Merge request internal ID (IID)"},"mergeCommitMessage":{"type":"string","required":false,"visibility":"user-or-llm","description":"Custom merge commit message"},"squashCommitMessage":{"type":"string","required":false,"visibility":"user-or-llm","description":"Custom squash commit message"},"squash":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Squash commits before merging"},"shouldRemoveSourceBranch":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Delete source branch after merge"},"mergeWhenPipelineSucceeds":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Merge when pipeline succeeds"}}},"gitlab_play_job":{"id":"gitlab_play_job","name":"GitLab Play Job","description":"Trigger (play) a manual GitLab job","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"GitLab Personal Access Token"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-managed GitLab host (e.g. gitlab.example.com). Defaults to gitlab.com."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Project ID or path (e.g. mygroup/myproject)"},"jobId":{"type":"number","required":true,"visibility":"user-or-llm","description":"Job ID"},"jobVariables":{"type":"array","required":false,"visibility":"user-or-llm","description":"Variables for the manual job (array of objects with key and value)"}}},"gitlab_reject_user":{"id":"gitlab_reject_user","name":"GitLab Reject User","description":"Reject a GitLab user whose signup is pending administrator approval","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"GitLab admin Personal Access Token (admin_mode)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-managed GitLab host (e.g. gitlab.example.com). Defaults to gitlab.com."},"userId":{"type":"number","required":true,"visibility":"user-or-llm","description":"The ID of the user to act on"}}},"gitlab_remove_member":{"id":"gitlab_remove_member","name":"GitLab Remove Member","description":"Remove a member from a GitLab project or group","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"GitLab Personal Access Token"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-managed GitLab host (e.g. gitlab.example.com). Defaults to gitlab.com."},"resourceType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Whether the resource is a \'project\' or a \'group\'"},"resourceId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Project or group ID or path (e.g. mygroup/myproject)"},"userId":{"type":"number","required":true,"visibility":"user-or-llm","description":"The ID of the member to remove"},"skipSubresources":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Skip deleting the member from subgroups and projects below the target (defaults to false)"},"unassignIssuables":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Unassign the member from all issues and merge requests in the target (defaults to false)"}}},"gitlab_retry_pipeline":{"id":"gitlab_retry_pipeline","name":"GitLab Retry Pipeline","description":"Retry a failed GitLab pipeline","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"GitLab Personal Access Token"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-managed GitLab host (e.g. gitlab.example.com). Defaults to gitlab.com."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Project ID or path (e.g. mygroup/myproject)"},"pipelineId":{"type":"number","required":true,"visibility":"user-or-llm","description":"Pipeline ID"}}},"gitlab_revoke_invitation":{"id":"gitlab_revoke_invitation","name":"GitLab Revoke Invitation","description":"Revoke a pending email invitation to a GitLab project or group","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"GitLab Personal Access Token"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-managed GitLab host (e.g. gitlab.example.com). Defaults to gitlab.com."},"resourceType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Whether the resource is a \'project\' or a \'group\'"},"resourceId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Project or group ID or path (e.g. mygroup/myproject)"},"email":{"type":"string","required":true,"visibility":"user-or-llm","description":"Email address of the invitation to revoke"}}},"gitlab_search_users":{"id":"gitlab_search_users","name":"GitLab Search Users","description":"Search for GitLab users by name, username, or email. Email matches must be exact; private emails match only with an admin token. Use this to resolve an email to a user ID before adding a member.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"GitLab Personal Access Token"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-managed GitLab host (e.g. gitlab.example.com). Defaults to gitlab.com."},"search":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name, username, or email to search for"},"perPage":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (default 20, max 100)"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number for pagination"}}},"gitlab_unban_user":{"id":"gitlab_unban_user","name":"GitLab Unban User","description":"Unban a previously banned GitLab user","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"GitLab admin Personal Access Token (admin_mode)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-managed GitLab host (e.g. gitlab.example.com). Defaults to gitlab.com."},"userId":{"type":"number","required":true,"visibility":"user-or-llm","description":"The ID of the user to act on"}}},"gitlab_unblock_user":{"id":"gitlab_unblock_user","name":"GitLab Unblock User","description":"Unblock a previously blocked GitLab user","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"GitLab admin Personal Access Token (admin_mode)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-managed GitLab host (e.g. gitlab.example.com). Defaults to gitlab.com."},"userId":{"type":"number","required":true,"visibility":"user-or-llm","description":"The ID of the user to act on"}}},"gitlab_update_file":{"id":"gitlab_update_file","name":"GitLab Update File","description":"Update an existing file in a GitLab project repository","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"GitLab Personal Access Token"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-managed GitLab host (e.g. gitlab.example.com). Defaults to gitlab.com."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Project ID or path (e.g. mygroup/myproject)"},"filePath":{"type":"string","required":true,"visibility":"user-or-llm","description":"Path to the file in the repository"},"branch":{"type":"string","required":true,"visibility":"user-or-llm","description":"Branch to commit the update to"},"content":{"type":"string","required":true,"visibility":"user-or-llm","description":"New file content"},"startBranch":{"type":"string","required":false,"visibility":"user-or-llm","description":"Name of the base branch to create the target branch from, if it does not exist"},"authorName":{"type":"string","required":false,"visibility":"user-or-llm","description":"Commit author name (defaults to the token user)"},"authorEmail":{"type":"string","required":false,"visibility":"user-or-llm","description":"Commit author email (defaults to the token user)"},"executeFilemode":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Enable or disable the execute flag on the file"},"commitMessage":{"type":"string","required":true,"visibility":"user-or-llm","description":"Commit message"},"lastCommitId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Last known commit ID for the file (optimistic locking)"}}},"gitlab_update_invitation":{"id":"gitlab_update_invitation","name":"GitLab Update Invitation","description":"Update a pending invitation to a GitLab project or group","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"GitLab Personal Access Token"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-managed GitLab host (e.g. gitlab.example.com). Defaults to gitlab.com."},"resourceType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Whether the resource is a \'project\' or a \'group\'"},"resourceId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Project or group ID or path (e.g. mygroup/myproject)"},"email":{"type":"string","required":true,"visibility":"user-or-llm","description":"Email address of the invitation to update"},"accessLevel":{"type":"number","required":false,"visibility":"user-or-llm","description":"New access level: 10 (Guest), 15 (Planner), 20 (Reporter), 25 (Security Manager), 30 (Developer), 40 (Maintainer), 50 (Owner)"},"expiresAt":{"type":"string","required":false,"visibility":"user-or-llm","description":"Access expiration date (ISO 8601, e.g. 2026-12-31T00:00:00Z; date-only also accepted). At least one of accessLevel or expiresAt must be provided."}}},"gitlab_update_issue":{"id":"gitlab_update_issue","name":"GitLab Update Issue","description":"Update an existing issue in a GitLab project","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"GitLab Personal Access Token"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-managed GitLab host (e.g. gitlab.example.com). Defaults to gitlab.com."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Project ID or path (e.g. mygroup/myproject)"},"issueIid":{"type":"number","required":true,"visibility":"user-or-llm","description":"Issue internal ID (IID)"},"title":{"type":"string","required":false,"visibility":"user-or-llm","description":"New issue title"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"New issue description (Markdown supported)"},"stateEvent":{"type":"string","required":false,"visibility":"user-or-llm","description":"State event (close or reopen)"},"labels":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of label names"},"assigneeIds":{"type":"array","required":false,"visibility":"user-or-llm","description":"Array of user IDs to assign"},"milestoneId":{"type":"number","required":false,"visibility":"user-or-llm","description":"Milestone ID to assign"},"dueDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Due date in YYYY-MM-DD format"},"confidential":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the issue is confidential"}}},"gitlab_update_member":{"id":"gitlab_update_member","name":"GitLab Update Member","description":"Update a member\'s access level in a GitLab project or group","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"GitLab Personal Access Token"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-managed GitLab host (e.g. gitlab.example.com). Defaults to gitlab.com."},"resourceType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Whether the resource is a \'project\' or a \'group\'"},"resourceId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Project or group ID or path (e.g. mygroup/myproject)"},"userId":{"type":"number","required":true,"visibility":"user-or-llm","description":"The ID of the member to update"},"accessLevel":{"type":"number","required":true,"visibility":"user-or-llm","description":"New access level: 0 (No access), 5 (Minimal), 10 (Guest), 15 (Planner), 20 (Reporter), 25 (Security Manager), 30 (Developer), 40 (Maintainer), 50 (Owner)"},"expiresAt":{"type":"string","required":false,"visibility":"user-or-llm","description":"Access expiration date in YYYY-MM-DD format. Pass an empty string to clear an existing expiration."},"memberRoleId":{"type":"number","required":false,"visibility":"user-or-llm","description":"Custom member role ID (GitLab Ultimate only). Warning: when omitted, GitLab removes any custom role the member currently holds."}}},"gitlab_update_merge_request":{"id":"gitlab_update_merge_request","name":"GitLab Update Merge Request","description":"Update an existing merge request in a GitLab project","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"GitLab Personal Access Token"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-managed GitLab host (e.g. gitlab.example.com). Defaults to gitlab.com."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Project ID or path (e.g. mygroup/myproject)"},"mergeRequestIid":{"type":"number","required":true,"visibility":"user-or-llm","description":"Merge request internal ID (IID)"},"title":{"type":"string","required":false,"visibility":"user-or-llm","description":"New merge request title"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"New merge request description"},"stateEvent":{"type":"string","required":false,"visibility":"user-or-llm","description":"State event (close or reopen)"},"labels":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of label names"},"assigneeIds":{"type":"array","required":false,"visibility":"user-or-llm","description":"Array of user IDs to assign"},"milestoneId":{"type":"number","required":false,"visibility":"user-or-llm","description":"Milestone ID to assign"},"targetBranch":{"type":"string","required":false,"visibility":"user-or-llm","description":"New target branch"},"removeSourceBranch":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Delete source branch after merge"},"squash":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Squash commits on merge"},"draft":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Mark as draft or remove draft status (applied via the \\"Draft:\\" title prefix; requires title to be set)"}}},"gitlab_update_user":{"id":"gitlab_update_user","name":"GitLab Update User","description":"Modify an existing GitLab user. Requires an administrator token with admin_mode on the instance.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"GitLab admin Personal Access Token (admin_mode)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-managed GitLab host (e.g. gitlab.example.com). Defaults to gitlab.com."},"userId":{"type":"number","required":true,"visibility":"user-or-llm","description":"The ID of the user to modify"},"email":{"type":"string","required":false,"visibility":"user-or-llm","description":"The user\'s new email address (GitLab only allows changing to one of the user\'s existing verified secondary emails)"},"username":{"type":"string","required":false,"visibility":"user-or-llm","description":"The user\'s new username"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"The user\'s new display name"},"admin":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the user is an administrator"}}},"gmail_add_label":{"id":"gmail_add_label","name":"Gmail Add Label","description":"Add label(s) to a Gmail message","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Gmail API"},"messageId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the message to add labels to"},"labelIds":{"type":"string","required":true,"visibility":"user-or-llm","description":"Comma-separated label IDs to add (e.g., INBOX, Label_123)"}},"oauth":{"required":true,"provider":"google-email"}},"gmail_add_label_v2":{"id":"gmail_add_label_v2","name":"Gmail Add Label","description":"Add label(s) to a Gmail message. Returns API-aligned fields only.","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Gmail API"},"messageId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the message to add labels to"},"labelIds":{"type":"string","required":true,"visibility":"user-or-llm","description":"Comma-separated label IDs to add (e.g., INBOX, Label_123)"}},"oauth":{"required":true,"provider":"google-email"}},"gmail_archive":{"id":"gmail_archive","name":"Gmail Archive","description":"Archive a Gmail message (remove from inbox)","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Gmail API"},"messageId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the message to archive"}},"oauth":{"required":true,"provider":"google-email"}},"gmail_archive_v2":{"id":"gmail_archive_v2","name":"Gmail Archive","description":"Archive a Gmail message (remove from inbox). 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When empty, all trackers in all workspaces are returned."}}},"gong_list_users":{"id":"gong_list_users","name":"Gong List Users","description":"List all users in your Gong account.","version":"1.0.0","params":{"accessKey":{"type":"string","required":true,"visibility":"user-only","description":"Gong API Access Key"},"accessKeySecret":{"type":"string","required":true,"visibility":"user-only","description":"Gong API Access Key Secret"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor from a previous response"},"includeAvatars":{"type":"string","required":false,"visibility":"user-or-llm","description":"Whether to include avatar URLs (true/false)"}}},"gong_list_workspaces":{"id":"gong_list_workspaces","name":"Gong List Workspaces","description":"List all company workspaces in Gong.","version":"1.0.0","params":{"accessKey":{"type":"string","required":true,"visibility":"user-only","description":"Gong API Access Key"},"accessKeySecret":{"type":"string","required":true,"visibility":"user-only","description":"Gong API Access Key Secret"}}},"gong_lookup_email":{"id":"gong_lookup_email","name":"Gong Lookup Email","description":"Find all references to an email address in Gong (calls, email messages, meetings, CRM data, engagement).","version":"1.0.0","params":{"accessKey":{"type":"string","required":true,"visibility":"user-only","description":"Gong API Access Key"},"accessKeySecret":{"type":"string","required":true,"visibility":"user-only","description":"Gong API Access Key Secret"},"emailAddress":{"type":"string","required":true,"visibility":"user-or-llm","description":"Email address to look up"}}},"gong_lookup_phone":{"id":"gong_lookup_phone","name":"Gong Lookup Phone","description":"Find all references to a phone number in Gong (calls, email messages, meetings, CRM data, and associated contacts).","version":"1.0.0","params":{"accessKey":{"type":"string","required":true,"visibility":"user-only","description":"Gong API Access Key"},"accessKeySecret":{"type":"string","required":true,"visibility":"user-only","description":"Gong API Access Key Secret"},"phoneNumber":{"type":"string","required":true,"visibility":"user-or-llm","description":"Phone number to look up (must start with + followed by country code)"}}},"gong_purge_email_address":{"id":"gong_purge_email_address","name":"Gong Purge Email Address","description":"Erase all Gong data (calls, email messages, leads, contacts) referencing an email address. 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If omitted, the prospect is removed from all flows they are assigned to."},"unassignedByUserEmail":{"type":"string","required":false,"visibility":"user-or-llm","description":"Email address of the Gong user requesting to remove the prospect from the flow"}}},"google_ads_ad_performance":{"id":"google_ads_ad_performance","name":"Google Ads Ad Performance","description":"Get performance metrics for individual ads over a date range","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for the Google Ads API"},"customerId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Google Ads customer ID (numeric, no dashes)"},"developerToken":{"type":"string","required":true,"visibility":"user-only","description":"Google Ads API developer token"},"managerCustomerId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Manager account customer ID (if accessing via manager 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for Google Ads campaigns over a date range","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for the Google Ads API"},"customerId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Google Ads customer ID (numeric, no dashes)"},"developerToken":{"type":"string","required":true,"visibility":"user-only","description":"Google Ads API developer token"},"managerCustomerId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Manager account customer ID (if accessing via manager account)"},"campaignId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by specific campaign ID"},"dateRange":{"type":"string","required":false,"visibility":"user-or-llm","description":"Predefined date range (LAST_7_DAYS, LAST_30_DAYS, THIS_MONTH, LAST_MONTH, TODAY, 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Defaults to UTC."}},"oauth":{"required":true,"provider":"google-calendar"}},"google_calendar_get":{"id":"google_calendar_get","name":"Google Calendar Get Event","description":"Get a specific event from Google Calendar","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Google Calendar API"},"calendarId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Google Calendar ID (e.g., primary or calendar@group.calendar.google.com)"},"eventId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Google Calendar event ID to retrieve"}},"oauth":{"required":true,"provider":"google-calendar"}},"google_calendar_get_v2":{"id":"google_calendar_get_v2","name":"Google Calendar Get Event","description":"Get a specific event from Google Calendar. Returns API-aligned fields only.","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Google Calendar API"},"calendarId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Google Calendar ID (e.g., primary or calendar@group.calendar.google.com)"},"eventId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Google Calendar event ID to retrieve"}},"oauth":{"required":true,"provider":"google-calendar"}},"google_calendar_instances":{"id":"google_calendar_instances","name":"Google Calendar Get Instances","description":"Get instances of a recurring event from Google Calendar","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Google Calendar API"},"calendarId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Google Calendar ID (e.g., primary or calendar@group.calendar.google.com)"},"eventId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Recurring event ID to get instances of"},"timeMin":{"type":"string","required":false,"visibility":"user-or-llm","description":"Lower bound for instances (RFC3339 timestamp, e.g., 2025-06-03T00:00:00Z)"},"timeMax":{"type":"string","required":false,"visibility":"user-or-llm","description":"Upper bound for instances (RFC3339 timestamp, e.g., 2025-06-04T00:00:00Z)"},"maxResults":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of instances to return (default 250, max 2500)"},"pageToken":{"type":"string","required":false,"visibility":"user-only","description":"Token for retrieving subsequent pages of results"},"showDeleted":{"type":"boolean","required":false,"visibility":"hidden","description":"Include deleted instances"}},"oauth":{"required":true,"provider":"google-calendar"}},"google_calendar_instances_v2":{"id":"google_calendar_instances_v2","name":"Google Calendar Get Instances","description":"Get instances of a recurring event from Google Calendar. Returns API-aligned fields only.","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Google Calendar API"},"calendarId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Google Calendar ID (e.g., primary or calendar@group.calendar.google.com)"},"eventId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Recurring event ID to get instances of"},"timeMin":{"type":"string","required":false,"visibility":"user-or-llm","description":"Lower bound for instances (RFC3339 timestamp, e.g., 2025-06-03T00:00:00Z)"},"timeMax":{"type":"string","required":false,"visibility":"user-or-llm","description":"Upper bound for instances (RFC3339 timestamp, e.g., 2025-06-04T00:00:00Z)"},"maxResults":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of instances to return (default 250, max 2500)"},"pageToken":{"type":"string","required":false,"visibility":"user-only","description":"Token for retrieving subsequent pages of results"},"showDeleted":{"type":"boolean","required":false,"visibility":"hidden","description":"Include deleted instances"}},"oauth":{"required":true,"provider":"google-calendar"}},"google_calendar_invite":{"id":"google_calendar_invite","name":"Google Calendar Invite Attendees","description":"Invite attendees to an existing Google Calendar event","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Google Calendar API"},"calendarId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Google Calendar ID (e.g., primary or calendar@group.calendar.google.com)"},"eventId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Google Calendar event ID to invite attendees to"},"attendees":{"type":"array","required":true,"visibility":"user-or-llm","description":"Array of attendee email addresses to invite"},"sendUpdates":{"type":"string","required":false,"visibility":"user-only","description":"How to send updates to attendees: all, externalOnly, or none (defaults to all)"},"replaceExisting":{"type":"boolean","required":false,"visibility":"user-only","description":"Whether to replace existing attendees or add to them (defaults to false)"}},"oauth":{"required":true,"provider":"google-calendar"}},"google_calendar_invite_v2":{"id":"google_calendar_invite_v2","name":"Google Calendar Invite Attendees","description":"Invite attendees to an existing Google Calendar event. Returns API-aligned fields only.","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Google Calendar API"},"calendarId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Google Calendar ID (e.g., primary or calendar@group.calendar.google.com)"},"eventId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Google Calendar event ID to invite attendees to"},"attendees":{"type":"array","required":true,"visibility":"user-or-llm","description":"Array of attendee email addresses to invite"},"sendUpdates":{"type":"string","required":false,"visibility":"user-only","description":"How to send updates to attendees: all, externalOnly, or none (defaults to all)"},"replaceExisting":{"type":"boolean","required":false,"visibility":"user-only","description":"Whether to replace existing attendees or add to them (defaults to false)"}},"oauth":{"required":true,"provider":"google-calendar"}},"google_calendar_list":{"id":"google_calendar_list","name":"Google Calendar List Events","description":"List events from Google Calendar","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Google Calendar API"},"calendarId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Google Calendar ID (e.g., primary or calendar@group.calendar.google.com)"},"timeMin":{"type":"string","required":false,"visibility":"user-or-llm","description":"Lower bound for events (RFC3339 timestamp, e.g., 2025-06-03T00:00:00Z)"},"timeMax":{"type":"string","required":false,"visibility":"user-or-llm","description":"Upper bound for events (RFC3339 timestamp, e.g., 2025-06-04T00:00:00Z)"},"q":{"type":"string","required":false,"visibility":"user-or-llm","description":"Free-text search across event summary, description, location, attendees, and organizer"},"maxResults":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of events to return (max 2500)"},"pageToken":{"type":"string","required":false,"visibility":"user-only","description":"Token for retrieving the next page of results"},"orderBy":{"type":"string","required":false,"visibility":"user-or-llm","description":"Order of events: startTime (chronological, the default) or updated (last-modified). startTime is always valid here because singleEvents is set."},"showDeleted":{"type":"boolean","required":false,"visibility":"hidden","description":"Include deleted events"}},"oauth":{"required":true,"provider":"google-calendar"}},"google_calendar_list_acl":{"id":"google_calendar_list_acl","name":"Google Calendar List Sharing","description":"List the access control rules (sharing) for a calendar","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Google Calendar API"},"calendarId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Calendar ID to inspect (e.g., primary or calendar@group.calendar.google.com)"},"maxResults":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of ACL rules to return"},"pageToken":{"type":"string","required":false,"visibility":"user-only","description":"Token for retrieving subsequent pages of results"},"showDeleted":{"type":"boolean","required":false,"visibility":"user-only","description":"Include deleted ACL rules (with role \\"none\\")"}},"oauth":{"required":true,"provider":"google-calendar"}},"google_calendar_list_acl_v2":{"id":"google_calendar_list_acl_v2","name":"Google Calendar List Sharing","description":"List the access control rules (sharing) for a calendar. Returns API-aligned fields only.","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Google Calendar API"},"calendarId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Calendar ID to inspect (e.g., primary or calendar@group.calendar.google.com)"},"maxResults":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of ACL rules to return"},"pageToken":{"type":"string","required":false,"visibility":"user-only","description":"Token for retrieving subsequent pages of results"},"showDeleted":{"type":"boolean","required":false,"visibility":"user-only","description":"Include deleted ACL rules (with role \\"none\\")"}},"oauth":{"required":true,"provider":"google-calendar"}},"google_calendar_list_calendars":{"id":"google_calendar_list_calendars","name":"Google Calendar List Calendars","description":"List all calendars in the user\'s calendar list","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Google Calendar API"},"minAccessRole":{"type":"string","required":false,"visibility":"user-only","description":"Minimum access role for returned calendars: freeBusyReader, reader, writer, or owner"},"maxResults":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of calendars to return (default 100, max 250)"},"pageToken":{"type":"string","required":false,"visibility":"user-only","description":"Token for retrieving subsequent pages of results"},"showDeleted":{"type":"boolean","required":false,"visibility":"hidden","description":"Include deleted calendars"},"showHidden":{"type":"boolean","required":false,"visibility":"hidden","description":"Include hidden calendars"}},"oauth":{"required":true,"provider":"google-calendar"}},"google_calendar_list_calendars_v2":{"id":"google_calendar_list_calendars_v2","name":"Google Calendar List Calendars","description":"List all calendars in the user\'s calendar list. Returns API-aligned fields only.","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Google Calendar API"},"minAccessRole":{"type":"string","required":false,"visibility":"user-only","description":"Minimum access role for returned calendars: freeBusyReader, reader, writer, or owner"},"maxResults":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of calendars to return (default 100, max 250)"},"pageToken":{"type":"string","required":false,"visibility":"user-only","description":"Token for retrieving subsequent pages of results"},"showDeleted":{"type":"boolean","required":false,"visibility":"hidden","description":"Include deleted calendars"},"showHidden":{"type":"boolean","required":false,"visibility":"hidden","description":"Include hidden calendars"}},"oauth":{"required":true,"provider":"google-calendar"}},"google_calendar_list_v2":{"id":"google_calendar_list_v2","name":"Google Calendar List Events","description":"List events from Google Calendar. Returns API-aligned fields only.","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Google Calendar API"},"calendarId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Google Calendar ID (e.g., primary or calendar@group.calendar.google.com)"},"timeMin":{"type":"string","required":false,"visibility":"user-or-llm","description":"Lower bound for events (RFC3339 timestamp, e.g., 2025-06-03T00:00:00Z)"},"timeMax":{"type":"string","required":false,"visibility":"user-or-llm","description":"Upper bound for events (RFC3339 timestamp, e.g., 2025-06-04T00:00:00Z)"},"q":{"type":"string","required":false,"visibility":"user-or-llm","description":"Free-text search across event summary, description, location, attendees, and organizer"},"maxResults":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of events to return (max 2500)"},"pageToken":{"type":"string","required":false,"visibility":"user-only","description":"Token for retrieving the next page of results"},"orderBy":{"type":"string","required":false,"visibility":"user-or-llm","description":"Order of events: startTime (chronological, the default) or updated (last-modified). startTime is always valid here because singleEvents is set."},"showDeleted":{"type":"boolean","required":false,"visibility":"hidden","description":"Include deleted events"}},"oauth":{"required":true,"provider":"google-calendar"}},"google_calendar_move":{"id":"google_calendar_move","name":"Google Calendar Move Event","description":"Move an event to a different calendar","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Google Calendar API"},"calendarId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Source Google Calendar ID (e.g., primary or calendar@group.calendar.google.com)"},"eventId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Google Calendar event ID to move"},"destinationCalendarId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Destination Google Calendar ID"},"sendUpdates":{"type":"string","required":false,"visibility":"user-only","description":"How to send updates to attendees: all, externalOnly, or none"}},"oauth":{"required":true,"provider":"google-calendar"}},"google_calendar_move_v2":{"id":"google_calendar_move_v2","name":"Google Calendar Move Event","description":"Move an event to a different calendar. Returns API-aligned fields only.","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Google Calendar API"},"calendarId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Source Google Calendar ID (e.g., primary or calendar@group.calendar.google.com)"},"eventId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Google Calendar event ID to move"},"destinationCalendarId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Destination Google Calendar ID"},"sendUpdates":{"type":"string","required":false,"visibility":"user-only","description":"How to send updates to attendees: all, externalOnly, or none"}},"oauth":{"required":true,"provider":"google-calendar"}},"google_calendar_quick_add":{"id":"google_calendar_quick_add","name":"Google Calendar Quick Add","description":"Create events from natural language text","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Google Calendar API"},"calendarId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Google Calendar ID (e.g., primary or calendar@group.calendar.google.com)"},"text":{"type":"string","required":true,"visibility":"user-or-llm","description":"Natural language text describing the event (e.g., \\"Meeting with John tomorrow at 3pm\\")"},"attendees":{"type":"array","required":false,"visibility":"user-or-llm","description":"Array of attendee email addresses (comma-separated string also accepted)"},"sendUpdates":{"type":"string","required":false,"visibility":"user-only","description":"How to send updates to attendees: all, externalOnly, or none"}},"oauth":{"required":true,"provider":"google-calendar"}},"google_calendar_quick_add_v2":{"id":"google_calendar_quick_add_v2","name":"Google Calendar Quick Add","description":"Create events from natural language text. Returns API-aligned fields only.","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Google Calendar API"},"calendarId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Google Calendar ID (e.g., primary or calendar@group.calendar.google.com)"},"text":{"type":"string","required":true,"visibility":"user-or-llm","description":"Natural language text describing the event (e.g., \\"Meeting with John tomorrow at 3pm\\")"},"attendees":{"type":"array","required":false,"visibility":"user-or-llm","description":"Array of attendee email addresses (comma-separated string also accepted)"},"sendUpdates":{"type":"string","required":false,"visibility":"user-only","description":"How to send updates to attendees: all, externalOnly, or none"}},"oauth":{"required":true,"provider":"google-calendar"}},"google_calendar_share_calendar":{"id":"google_calendar_share_calendar","name":"Google Calendar Share Calendar","description":"Grant a user, group, or domain access to a calendar by creating an ACL rule","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Google Calendar API"},"calendarId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Calendar ID to share (e.g., primary or calendar@group.calendar.google.com)"},"role":{"type":"string","required":true,"visibility":"user-or-llm","description":"Access role to grant: freeBusyReader, reader, writer, or owner"},"scopeType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Type of grantee: user, group, domain, or default (public)"},"scopeValue":{"type":"string","required":false,"visibility":"user-or-llm","description":"Email (user/group), domain name (domain), or empty for default. Required unless scope type is default."},"sendNotifications":{"type":"boolean","required":false,"visibility":"user-only","description":"Whether to send a notification email about the change. Defaults to true."}},"oauth":{"required":true,"provider":"google-calendar"}},"google_calendar_share_calendar_v2":{"id":"google_calendar_share_calendar_v2","name":"Google Calendar Share Calendar","description":"Grant a user, group, or domain access to a calendar. Returns API-aligned fields only.","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Google Calendar API"},"calendarId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Calendar ID to share (e.g., primary or calendar@group.calendar.google.com)"},"role":{"type":"string","required":true,"visibility":"user-or-llm","description":"Access role to grant: freeBusyReader, reader, writer, or owner"},"scopeType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Type of grantee: user, group, domain, or default (public)"},"scopeValue":{"type":"string","required":false,"visibility":"user-or-llm","description":"Email (user/group), domain name (domain), or empty for default. Required unless scope type is default."},"sendNotifications":{"type":"boolean","required":false,"visibility":"user-only","description":"Whether to send a notification email about the change. Defaults to true."}},"oauth":{"required":true,"provider":"google-calendar"}},"google_calendar_unshare_calendar":{"id":"google_calendar_unshare_calendar","name":"Google Calendar Remove Sharing","description":"Revoke an access control rule (sharing) from a calendar","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Google Calendar API"},"calendarId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Calendar ID to modify (e.g., primary or calendar@group.calendar.google.com)"},"ruleId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ACL rule ID to remove (e.g., user:person@example.com)"}},"oauth":{"required":true,"provider":"google-calendar"}},"google_calendar_unshare_calendar_v2":{"id":"google_calendar_unshare_calendar_v2","name":"Google Calendar Remove Sharing","description":"Revoke an access control rule (sharing) from a calendar. Returns API-aligned fields only.","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Google Calendar API"},"calendarId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Calendar ID to modify (e.g., primary or calendar@group.calendar.google.com)"},"ruleId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ACL rule ID to remove (e.g., user:person@example.com)"}},"oauth":{"required":true,"provider":"google-calendar"}},"google_calendar_update":{"id":"google_calendar_update","name":"Google Calendar Update Event","description":"Update an existing event in Google Calendar","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Google Calendar API"},"calendarId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Google Calendar ID (e.g., primary or calendar@group.calendar.google.com)"},"eventId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Google Calendar event ID to update"},"summary":{"type":"string","required":false,"visibility":"user-or-llm","description":"New event title/summary"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"New event description"},"location":{"type":"string","required":false,"visibility":"user-or-llm","description":"New event location"},"startDateTime":{"type":"string","required":false,"visibility":"user-or-llm","description":"New start time. Use a datetime with timezone offset (2025-06-03T10:00:00-08:00) or a date (2025-06-03) for an all-day event"},"endDateTime":{"type":"string","required":false,"visibility":"user-or-llm","description":"New end time. Use a datetime with timezone offset (2025-06-03T11:00:00-08:00) or a date (2025-06-04) for an all-day event"},"timeZone":{"type":"string","required":false,"visibility":"user-or-llm","description":"IANA time zone (e.g., America/Los_Angeles) applied to the start/end times provided in this update. Provide a new start and/or end time to change the time zone; a time zone on its own is not applied. Required for recurring events to expand the recurrence correctly."},"attendees":{"type":"array","required":false,"visibility":"user-or-llm","description":"Array of attendee email addresses. When one or more emails are provided, they replace the existing attendee list. Leaving this empty keeps the current attendees unchanged (it does not clear them)."},"recurrence":{"type":"string","required":false,"visibility":"user-or-llm","description":"Recurrence rule(s) in RFC 5545 format (e.g., RRULE:FREQ=WEEKLY;BYDAY=MO,WE,FR). Separate multiple rules with newlines. When provided, replaces the event\'s recurrence; leaving it empty keeps the existing recurrence unchanged. Requires a timeZone for timed events."},"addGoogleMeet":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Attach a Google Meet video conference link to the event"},"sendUpdates":{"type":"string","required":false,"visibility":"user-only","description":"How to send updates to attendees: all, externalOnly, or none"}},"oauth":{"required":true,"provider":"google-calendar"}},"google_calendar_update_acl":{"id":"google_calendar_update_acl","name":"Google Calendar Update Sharing","description":"Change the access role granted by an existing calendar sharing (ACL) rule","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Google Calendar API"},"calendarId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Calendar ID to modify (e.g., primary or calendar@group.calendar.google.com)"},"ruleId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ACL rule ID to update (e.g., user:person@example.com)"},"role":{"type":"string","required":true,"visibility":"user-or-llm","description":"New access role to grant: freeBusyReader, reader, writer, or owner"},"sendNotifications":{"type":"boolean","required":false,"visibility":"user-only","description":"Whether to send a notification email about the change. Defaults to true."}},"oauth":{"required":true,"provider":"google-calendar"}},"google_calendar_update_acl_v2":{"id":"google_calendar_update_acl_v2","name":"Google Calendar Update Sharing","description":"Change the access role granted by an existing calendar sharing (ACL) rule. Returns API-aligned fields only.","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Google Calendar API"},"calendarId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Calendar ID to modify (e.g., primary or calendar@group.calendar.google.com)"},"ruleId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ACL rule ID to update (e.g., user:person@example.com)"},"role":{"type":"string","required":true,"visibility":"user-or-llm","description":"New access role to grant: freeBusyReader, reader, writer, or owner"},"sendNotifications":{"type":"boolean","required":false,"visibility":"user-only","description":"Whether to send a notification email about the change. Defaults to true."}},"oauth":{"required":true,"provider":"google-calendar"}},"google_calendar_update_calendar":{"id":"google_calendar_update_calendar","name":"Google Calendar Update Calendar","description":"Update a secondary calendar\'s metadata (title, description, location, time zone)","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Google Calendar API"},"calendarId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Calendar ID to update (e.g., primary or calendar@group.calendar.google.com)"},"summary":{"type":"string","required":false,"visibility":"user-or-llm","description":"New title for the calendar"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"New description for the calendar"},"location":{"type":"string","required":false,"visibility":"user-or-llm","description":"New geographic location of the calendar as free-form text"},"timeZone":{"type":"string","required":false,"visibility":"user-or-llm","description":"New time zone of the calendar as an IANA name (e.g., America/Los_Angeles)"}},"oauth":{"required":true,"provider":"google-calendar"}},"google_calendar_update_calendar_v2":{"id":"google_calendar_update_calendar_v2","name":"Google Calendar Update Calendar","description":"Update a secondary calendar\'s metadata. Returns API-aligned fields only.","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Google Calendar API"},"calendarId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Calendar ID to update (e.g., primary or calendar@group.calendar.google.com)"},"summary":{"type":"string","required":false,"visibility":"user-or-llm","description":"New title for the calendar"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"New description for the calendar"},"location":{"type":"string","required":false,"visibility":"user-or-llm","description":"New geographic location of the calendar as free-form text"},"timeZone":{"type":"string","required":false,"visibility":"user-or-llm","description":"New time zone of the calendar as an IANA name (e.g., America/Los_Angeles)"}},"oauth":{"required":true,"provider":"google-calendar"}},"google_calendar_update_v2":{"id":"google_calendar_update_v2","name":"Google Calendar Update Event","description":"Update an existing event in Google Calendar. Returns API-aligned fields only.","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Google Calendar API"},"calendarId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Google Calendar ID (e.g., primary or calendar@group.calendar.google.com)"},"eventId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Google Calendar event ID to update"},"summary":{"type":"string","required":false,"visibility":"user-or-llm","description":"New event title/summary"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"New event description"},"location":{"type":"string","required":false,"visibility":"user-or-llm","description":"New event location"},"startDateTime":{"type":"string","required":false,"visibility":"user-or-llm","description":"New start time. Use a datetime with timezone offset (2025-06-03T10:00:00-08:00) or a date (2025-06-03) for an all-day event"},"endDateTime":{"type":"string","required":false,"visibility":"user-or-llm","description":"New end time. Use a datetime with timezone offset (2025-06-03T11:00:00-08:00) or a date (2025-06-04) for an all-day event"},"timeZone":{"type":"string","required":false,"visibility":"user-or-llm","description":"IANA time zone (e.g., America/Los_Angeles) applied to the start/end times provided in this update. Provide a new start and/or end time to change the time zone; a time zone on its own is not applied. Required for recurring events to expand the recurrence correctly."},"attendees":{"type":"array","required":false,"visibility":"user-or-llm","description":"Array of attendee email addresses. When one or more emails are provided, they replace the existing attendee list. Leaving this empty keeps the current attendees unchanged (it does not clear them)."},"recurrence":{"type":"string","required":false,"visibility":"user-or-llm","description":"Recurrence rule(s) in RFC 5545 format (e.g., RRULE:FREQ=WEEKLY;BYDAY=MO,WE,FR). Separate multiple rules with newlines. When provided, replaces the event\'s recurrence; leaving it empty keeps the existing recurrence unchanged. 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projects/{project}/topics/{topic})"},"watchId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Custom watch ID (4-63 chars, lowercase letters, numbers, hyphens)"}},"oauth":{"required":true,"provider":"google-forms"}},"google_forms_delete_watch":{"id":"google_forms_delete_watch","name":"Google Forms: Delete Watch","description":"Delete a notification watch from a form","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token"},"formId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Google Forms form ID"},"watchId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Watch ID to delete"}},"oauth":{"required":true,"provider":"google-forms"}},"google_forms_get_form":{"id":"google_forms_get_form","name":"Google Forms: Get Form","description":"Retrieve a form structure including its items, settings, and 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Defaults to 5000."},"pageToken":{"type":"string","required":false,"visibility":"user-or-llm","description":"Page token from a previous list response to fetch the next page of responses"},"filter":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter responses, e.g. \\"timestamp > 2024-01-01T00:00:00Z\\" (RFC3339 UTC). Only timestamp filters are supported."}},"oauth":{"required":true,"provider":"google-forms"}},"google_forms_list_watches":{"id":"google_forms_list_watches","name":"Google Forms: List Watches","description":"List all notification watches for a form","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token"},"formId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Google Forms form ID"}},"oauth":{"required":true,"provider":"google-forms"}},"google_forms_renew_watch":{"id":"google_forms_renew_watch","name":"Google Forms: Renew Watch","description":"Renew a notification watch for another 7 days","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token"},"formId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Google Forms form ID"},"watchId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Watch ID to renew"}},"oauth":{"required":true,"provider":"google-forms"}},"google_forms_set_publish_settings":{"id":"google_forms_set_publish_settings","name":"Google Forms: Set Publish Settings","description":"Update the publish settings of a form (publish/unpublish, accept responses)","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token"},"formId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Google Forms form ID"},"isPublished":{"type":"boolean","required":true,"visibility":"user-or-llm","description":"Whether the form is published and visible to others"},"isAcceptingResponses":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the form accepts responses (forced to false if isPublished is false)"}},"oauth":{"required":true,"provider":"google-forms"}},"google_groups_add_alias":{"id":"google_groups_add_alias","name":"Google Groups Add Alias","description":"Add an email alias to a Google Group","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token"},"groupKey":{"type":"string","required":true,"visibility":"user-or-llm","description":"Group identifier. Can be the group email address (e.g., team@example.com) or the unique group ID"},"alias":{"type":"string","required":true,"visibility":"user-or-llm","description":"The email alias to add to the group"}},"oauth":{"required":true,"provider":"google-groups"}},"google_groups_add_member":{"id":"google_groups_add_member","name":"Google Groups Add Member","description":"Add a new member to a Google Group","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token"},"groupKey":{"type":"string","required":true,"visibility":"user-or-llm","description":"Group identifier. Can be the group email address (e.g., team@example.com) or the unique group ID"},"email":{"type":"string","required":true,"visibility":"user-or-llm","description":"Email address of the member to add (e.g., user@example.com)"},"role":{"type":"string","required":false,"visibility":"user-or-llm","description":"Role for the member: MEMBER, MANAGER, or OWNER. 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Can be the member email address (e.g., user@example.com) or the unique member ID"}},"oauth":{"required":true,"provider":"google-groups"}},"google_groups_get_settings":{"id":"google_groups_get_settings","name":"Google Groups Get Settings","description":"Get the settings for a Google Group including access permissions, moderation, and posting options","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token"},"groupEmail":{"type":"string","required":true,"visibility":"user-or-llm","description":"The email address of the group (e.g., team@example.com)"}},"oauth":{"required":true,"provider":"google-groups"}},"google_groups_has_member":{"id":"google_groups_has_member","name":"Google Groups Has Member","description":"Check if a user is a member of a Google Group","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token"},"groupKey":{"type":"string","required":true,"visibility":"user-or-llm","description":"Group identifier. 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Each range should include sheet name."},"majorDimension":{"type":"string","required":false,"visibility":"user-or-llm","description":"The major dimension of values: \\"ROWS\\" (default) or \\"COLUMNS\\""},"valueRenderOption":{"type":"string","required":false,"visibility":"user-or-llm","description":"How values should be rendered: \\"FORMATTED_VALUE\\" (default), \\"UNFORMATTED_VALUE\\", or \\"FORMULA\\""}},"oauth":{"required":true,"provider":"google-sheets"}},"google_sheets_batch_update_v2":{"id":"google_sheets_batch_update_v2","name":"Batch Update Google Sheets V2","description":"Update multiple ranges in a Google Sheets spreadsheet in a single request","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Google Sheets API"},"spreadsheetId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Google Sheets spreadsheet ID"},"data":{"type":"json","required":true,"visibility":"user-or-llm","description":"Array of value ranges to update. Each item should have \\"range\\" (e.g., \\"Sheet1!A1:D10\\") and \\"values\\" (2D array)."},"valueInputOption":{"type":"string","required":false,"visibility":"user-or-llm","description":"How input data should be interpreted: \\"RAW\\" or \\"USER_ENTERED\\" (default). USER_ENTERED parses formulas."}},"oauth":{"required":true,"provider":"google-sheets"}},"google_sheets_clear_v2":{"id":"google_sheets_clear_v2","name":"Clear Google Sheets Range V2","description":"Clear values from a specific range in a Google Sheets spreadsheet","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Google Sheets API"},"spreadsheetId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Google Sheets spreadsheet ID"},"sheetName":{"type":"string","required":true,"visibility":"user-or-llm","description":"The name of the sheet/tab to clear"},"cellRange":{"type":"string","required":false,"visibility":"user-or-llm","description":"The cell range to clear (e.g. \\"A1:D10\\"). Clears entire sheet if not specified."}},"oauth":{"required":true,"provider":"google-sheets"}},"google_sheets_copy_sheet_v2":{"id":"google_sheets_copy_sheet_v2","name":"Copy Sheet V2","description":"Copy a sheet from one spreadsheet to another","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Google Sheets API"},"sourceSpreadsheetId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Source Google Sheets spreadsheet ID"},"sheetId":{"type":"number","required":true,"visibility":"user-or-llm","description":"The ID of the sheet to copy (numeric ID, not the sheet name). Use Get Spreadsheet to find sheet IDs."},"destinationSpreadsheetId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the destination spreadsheet where the sheet will be copied"}},"oauth":{"required":true,"provider":"google-sheets"}},"google_sheets_create_spreadsheet_v2":{"id":"google_sheets_create_spreadsheet_v2","name":"Create Spreadsheet V2","description":"Create a new Google Sheets spreadsheet","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Google Sheets API"},"title":{"type":"string","required":true,"visibility":"user-or-llm","description":"The title of the new spreadsheet"},"sheetTitles":{"type":"json","required":false,"visibility":"user-or-llm","description":"Array of sheet names to create (e.g., [\\"Sheet1\\", \\"Data\\", \\"Summary\\"]). Defaults to a single \\"Sheet1\\"."},"locale":{"type":"string","required":false,"visibility":"user-or-llm","description":"The locale of the spreadsheet (e.g., \\"en_US\\")"},"timeZone":{"type":"string","required":false,"visibility":"user-or-llm","description":"The time zone of the spreadsheet (e.g., \\"America/New_York\\")"}},"oauth":{"required":true,"provider":"google-sheets"}},"google_sheets_delete_rows_v2":{"id":"google_sheets_delete_rows_v2","name":"Delete Rows from Google Sheets V2","description":"Delete rows from a sheet in a Google Sheets spreadsheet","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Google Sheets API"},"spreadsheetId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Google Sheets spreadsheet ID"},"sheetId":{"type":"number","required":true,"visibility":"user-or-llm","description":"The numeric ID of the sheet/tab (not the sheet name). Use Get Spreadsheet to find sheet IDs."},"startIndex":{"type":"number","required":true,"visibility":"user-or-llm","description":"The start row index (0-based, inclusive) of the rows to delete"},"endIndex":{"type":"number","required":true,"visibility":"user-or-llm","description":"The end row index (0-based, exclusive) of the rows to delete"}},"oauth":{"required":true,"provider":"google-sheets"}},"google_sheets_delete_sheet_v2":{"id":"google_sheets_delete_sheet_v2","name":"Delete Sheet V2","description":"Delete a sheet/tab from a Google Sheets spreadsheet","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Google Sheets API"},"spreadsheetId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Google Sheets spreadsheet ID"},"sheetId":{"type":"number","required":true,"visibility":"user-or-llm","description":"The numeric ID of the sheet/tab to delete (not the sheet name). Use Get Spreadsheet to find sheet IDs."}},"oauth":{"required":true,"provider":"google-sheets"}},"google_sheets_delete_spreadsheet_v2":{"id":"google_sheets_delete_spreadsheet_v2","name":"Delete Spreadsheet V2","description":"Permanently delete a Google Sheets spreadsheet using the Google Drive API","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Google Sheets API"},"spreadsheetId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the Google Sheets spreadsheet to delete"}},"oauth":{"required":true,"provider":"google-sheets"}},"google_sheets_get_spreadsheet_v2":{"id":"google_sheets_get_spreadsheet_v2","name":"Get Spreadsheet Info V2","description":"Get metadata about a Google Sheets spreadsheet including title and sheet list","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Google Sheets API"},"spreadsheetId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Google Sheets spreadsheet ID"},"includeGridData":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to include grid data (cell values). Defaults to false."}},"oauth":{"required":true,"provider":"google-sheets"}},"google_sheets_read":{"id":"google_sheets_read","name":"Read from Google Sheets","description":"Read data from a Google Sheets spreadsheet","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Google Sheets API"},"spreadsheetId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the spreadsheet (found in the URL: docs.google.com/spreadsheets/d/{SPREADSHEET_ID}/edit)."},"range":{"type":"string","required":false,"visibility":"user-or-llm","description":"The A1 notation range to read (e.g. \\"Sheet1!A1:D10\\", \\"A1:B5\\"). Defaults to first sheet A1:Z1000 if not specified."}},"oauth":{"required":true,"provider":"google-sheets"}},"google_sheets_read_v2":{"id":"google_sheets_read_v2","name":"Read from Google Sheets V2","description":"Read data from a specific sheet in a Google Sheets spreadsheet","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Google Sheets API"},"spreadsheetId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Google Sheets spreadsheet ID"},"sheetName":{"type":"string","required":true,"visibility":"user-or-llm","description":"The name of the sheet/tab to read from"},"cellRange":{"type":"string","required":false,"visibility":"user-or-llm","description":"The cell range to read (e.g. \\"A1:D10\\"). Defaults to \\"A1:Z1000\\" if not specified."},"filterColumn":{"type":"string","required":false,"visibility":"user-or-llm","description":"Column name (from the header row) to filter on. Filtering is applied to the rows returned by the read range (the default is A1:Z1000), not the entire sheet. If not provided, no filtering is applied."},"filterValue":{"type":"string","required":false,"visibility":"user-or-llm","description":"Value to match against the filter column."},"filterMatchType":{"type":"string","required":false,"visibility":"user-or-llm","description":"How to match the filter value. Text: \\"contains\\", \\"not_contains\\", \\"exact\\", \\"not_equals\\", \\"starts_with\\", \\"ends_with\\". Numeric/ordering: \\"gt\\", \\"gte\\", \\"lt\\", \\"lte\\" (numeric when both values are numbers, otherwise lexicographic). Defaults to \\"contains\\"."}},"oauth":{"required":true,"provider":"google-sheets"}},"google_sheets_update":{"id":"google_sheets_update","name":"Update Google Sheets","description":"Update data in a Google Sheets spreadsheet","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Google Sheets API"},"spreadsheetId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the spreadsheet to update"},"range":{"type":"string","required":false,"visibility":"user-or-llm","description":"The A1 notation range to update (e.g. \\"Sheet1!A1:D10\\", \\"A1:B5\\")"},"values":{"type":"array","required":true,"visibility":"user-or-llm","description":"The data to update as a 2D array (e.g. [[\\"Name\\", \\"Age\\"], [\\"Alice\\", 30]]) or array of objects."},"valueInputOption":{"type":"string","required":false,"visibility":"hidden","description":"The format of the data to update"},"includeValuesInResponse":{"type":"boolean","required":false,"visibility":"hidden","description":"Whether to include the updated values in the response"}},"oauth":{"required":true,"provider":"google-sheets"}},"google_sheets_update_v2":{"id":"google_sheets_update_v2","name":"Update Google Sheets V2","description":"Update data in a specific sheet in a Google Sheets spreadsheet","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Google Sheets API"},"spreadsheetId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Google Sheets spreadsheet ID"},"sheetName":{"type":"string","required":true,"visibility":"user-or-llm","description":"The name of the sheet/tab to update"},"cellRange":{"type":"string","required":false,"visibility":"user-or-llm","description":"The cell range to update (e.g. \\"A1:D10\\", \\"A1\\"). Defaults to \\"A1\\" if not specified."},"values":{"type":"array","required":true,"visibility":"user-or-llm","description":"The data to update as a 2D array (e.g. [[\\"Name\\", \\"Age\\"], [\\"Alice\\", 30]]) or array of objects."},"valueInputOption":{"type":"string","required":false,"visibility":"hidden","description":"The format of the data to update"},"includeValuesInResponse":{"type":"boolean","required":false,"visibility":"hidden","description":"Whether to include the updated values in the response"}},"oauth":{"required":true,"provider":"google-sheets"}},"google_sheets_write":{"id":"google_sheets_write","name":"Write to Google Sheets","description":"Write data to a Google Sheets spreadsheet","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Google Sheets API"},"spreadsheetId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the spreadsheet"},"range":{"type":"string","required":false,"visibility":"user-or-llm","description":"The A1 notation range to write to (e.g. \\"Sheet1!A1:D10\\", \\"A1:B5\\")"},"values":{"type":"array","required":true,"visibility":"user-or-llm","description":"The data to write as a 2D array (e.g. [[\\"Name\\", \\"Age\\"], [\\"Alice\\", 30], [\\"Bob\\", 25]]) or array of objects."},"valueInputOption":{"type":"string","required":false,"visibility":"hidden","description":"The format of the data to write"},"includeValuesInResponse":{"type":"boolean","required":false,"visibility":"hidden","description":"Whether to include the written values in the response"}},"oauth":{"required":true,"provider":"google-sheets"}},"google_sheets_write_v2":{"id":"google_sheets_write_v2","name":"Write to Google Sheets V2","description":"Write data to a specific sheet in a Google Sheets spreadsheet","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Google Sheets API"},"spreadsheetId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Google Sheets spreadsheet ID"},"sheetName":{"type":"string","required":true,"visibility":"user-or-llm","description":"The name of the sheet/tab to write to"},"cellRange":{"type":"string","required":false,"visibility":"user-or-llm","description":"The cell range to write to (e.g. \\"A1:D10\\", \\"A1\\"). Defaults to \\"A1\\" if not specified."},"values":{"type":"array","required":true,"visibility":"user-or-llm","description":"The data to write as a 2D array (e.g. [[\\"Name\\", \\"Age\\"], [\\"Alice\\", 30], [\\"Bob\\", 25]]) or array of objects."},"valueInputOption":{"type":"string","required":false,"visibility":"hidden","description":"The format of the data to write"},"includeValuesInResponse":{"type":"boolean","required":false,"visibility":"hidden","description":"Whether to include the written values in the response"}},"oauth":{"required":true,"provider":"google-sheets"}},"google_slides_add_image":{"id":"google_slides_add_image","name":"Add Image to Google Slides","description":"Insert an image into a specific slide in a Google Slides presentation","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Google Slides API"},"presentationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Google Slides presentation ID"},"pageObjectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The object ID of the slide/page to add the image to"},"imageUrl":{"type":"string","required":true,"visibility":"user-or-llm","description":"The publicly accessible URL of the image (must be PNG, JPEG, or GIF, max 50MB)"},"width":{"type":"number","required":false,"visibility":"user-or-llm","description":"Width of the image in points (default: 300)"},"height":{"type":"number","required":false,"visibility":"user-or-llm","description":"Height of the image in points (default: 200)"},"positionX":{"type":"number","required":false,"visibility":"user-or-llm","description":"X position from the left edge in points (default: 100)"},"positionY":{"type":"number","required":false,"visibility":"user-or-llm","description":"Y position from the top edge in points (default: 100)"}},"oauth":{"required":true,"provider":"google-drive"}},"google_slides_add_slide":{"id":"google_slides_add_slide","name":"Add Slide to Google Slides","description":"Add a new slide to a Google Slides presentation with a specified layout","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Google Slides API"},"presentationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Google Slides presentation ID"},"layout":{"type":"string","required":false,"visibility":"user-or-llm","description":"The predefined layout for the slide (BLANK, TITLE, TITLE_AND_BODY, TITLE_ONLY, SECTION_HEADER, etc.). Defaults to BLANK."},"insertionIndex":{"type":"number","required":false,"visibility":"user-or-llm","description":"The optional zero-based index indicating where to insert the slide. If not specified, the slide is added at the end."},"placeholderIdMappings":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON array of placeholder mappings to assign custom object IDs to placeholders. Format: [{\\"layoutPlaceholder\\":{\\"type\\":\\"TITLE\\"},\\"objectId\\":\\"custom_title_id\\"}]"}},"oauth":{"required":true,"provider":"google-drive"}},"google_slides_batch_update":{"id":"google_slides_batch_update","name":"Batch Update Google Slides (Raw)","description":"Run a raw Slides API batchUpdate with a list of Request objects. Use this when the higher-level tools do not cover an operation, or to bundle multiple operations into a single atomic batch (all-or-nothing).","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Google Slides API"},"presentationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Google Slides presentation ID"},"requests":{"type":"string","required":true,"visibility":"user-or-llm","description":"JSON array of Slides API Request objects. Example: [{\\"replaceAllText\\":{\\"containsText\\":{\\"text\\":\\"{{title}}\\"},\\"replaceText\\":\\"Q3 Review\\"}}, {\\"updatePageProperties\\":{\\"objectId\\":\\"slide_1\\",\\"pageProperties\\":{\\"pageBackgroundFill\\":{\\"solidFill\\":{\\"color\\":{\\"rgbColor\\":{\\"red\\":0.043,\\"green\\":0.122,\\"blue\\":0.231}}}}},\\"fields\\":\\"pageBackgroundFill\\"}}]"},"writeControl":{"type":"string","required":false,"visibility":"user-or-llm","description":"Optional JSON WriteControl object for optimistic concurrency, e.g. {\\"requiredRevisionId\\":\\"...\\"}"}},"oauth":{"required":true,"provider":"google-drive"}},"google_slides_copy_presentation":{"id":"google_slides_copy_presentation","name":"Copy Google Slides Presentation","description":"Copy a template presentation in Drive to a new file. Use this before merging data so the original template is never modified.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Google Slides / Drive API"},"sourcePresentationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Drive file ID of the source/template presentation"},"title":{"type":"string","required":false,"visibility":"user-or-llm","description":"Title for the copy. Defaults to \\"Copy of <source title>\\"."},"folderId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Drive folder ID where the copy should be placed"}},"oauth":{"required":true,"provider":"google-drive"}},"google_slides_create":{"id":"google_slides_create","name":"Create Google Slides Presentation","description":"Create a new Google Slides presentation","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Google Slides API"},"title":{"type":"string","required":true,"visibility":"user-or-llm","description":"The title of the presentation to create"},"content":{"type":"string","required":false,"visibility":"user-or-llm","description":"The content to add to the first slide"},"folderSelector":{"type":"string","required":false,"visibility":"user-or-llm","description":"Google Drive folder ID to create the presentation in (e.g., 1ABCxyz...)"},"folderId":{"type":"string","required":false,"visibility":"hidden","description":"The ID of the folder to create the presentation in (internal use)"}},"oauth":{"required":true,"provider":"google-drive"}},"google_slides_create_line":{"id":"google_slides_create_line","name":"Create Line in Google Slides","description":"Create a line or connector on a slide.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Google Slides API"},"presentationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Google Slides presentation ID"},"pageObjectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Object ID of the slide to add the line to"},"lineCategory":{"type":"string","required":false,"visibility":"user-or-llm","description":"STRAIGHT (default), BENT, or CURVED"},"width":{"type":"number","required":false,"visibility":"user-or-llm","description":"Line width in points (default 200)"},"height":{"type":"number","required":false,"visibility":"user-or-llm","description":"Line height in points (default 0 — horizontal line)"},"positionX":{"type":"number","required":false,"visibility":"user-or-llm","description":"X position in points (default 100)"},"positionY":{"type":"number","required":false,"visibility":"user-or-llm","description":"Y position in points (default 100)"}},"oauth":{"required":true,"provider":"google-drive"}},"google_slides_create_paragraph_bullets":{"id":"google_slides_create_paragraph_bullets","name":"Create Paragraph Bullets in Google Slides","description":"Convert paragraphs in a shape or table cell into a bulleted or numbered list using a Google Slides bullet preset.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Google Slides API"},"presentationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Google Slides presentation ID"},"objectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Object ID of the shape or table containing the text"},"rowIndex":{"type":"number","required":false,"visibility":"user-or-llm","description":"When targeting a table cell, the zero-based row index"},"columnIndex":{"type":"number","required":false,"visibility":"user-or-llm","description":"When targeting a table cell, the zero-based column index"},"rangeType":{"type":"string","required":false,"visibility":"user-or-llm","description":"Range to apply bullets to: ALL (default), FROM_START_INDEX, or FIXED_RANGE"},"startIndex":{"type":"number","required":false,"visibility":"user-or-llm","description":"Start index for FROM_START_INDEX or FIXED_RANGE"},"endIndex":{"type":"number","required":false,"visibility":"user-or-llm","description":"End index for FIXED_RANGE"},"bulletPreset":{"type":"string","required":false,"visibility":"user-or-llm","description":"Bullet preset (e.g. BULLET_DISC_CIRCLE_SQUARE, BULLET_ARROW_DIAMOND_DISC, NUMBERED_DIGIT_ALPHA_ROMAN, NUMBERED_DIGIT_ALPHA_ROMAN_PARENS, NUMBERED_DIGIT_NESTED). Defaults to BULLET_DISC_CIRCLE_SQUARE."}},"oauth":{"required":true,"provider":"google-drive"}},"google_slides_create_shape":{"id":"google_slides_create_shape","name":"Create Shape in Google Slides","description":"Create a shape (rectangle, ellipse, text box, arrow, etc.) on a slide in a Google Slides presentation","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Google Slides API"},"presentationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Google Slides presentation ID"},"pageObjectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The object ID of the slide/page to add the shape to"},"shapeType":{"type":"string","required":true,"visibility":"user-or-llm","description":"The type of shape to create. Common types: TEXT_BOX, RECTANGLE, ROUND_RECTANGLE, ELLIPSE, TRIANGLE, DIAMOND, STAR_5, ARROW_EAST, HEART, CLOUD"},"width":{"type":"number","required":false,"visibility":"user-or-llm","description":"Width of the shape in points (default: 200)"},"height":{"type":"number","required":false,"visibility":"user-or-llm","description":"Height of the shape in points (default: 100)"},"positionX":{"type":"number","required":false,"visibility":"user-or-llm","description":"X position from the left edge in points (default: 100)"},"positionY":{"type":"number","required":false,"visibility":"user-or-llm","description":"Y position from the top edge in points (default: 100)"}},"oauth":{"required":true,"provider":"google-drive"}},"google_slides_create_sheets_chart":{"id":"google_slides_create_sheets_chart","name":"Embed Google Sheets Chart in Slides","description":"Embed a chart from a Google Sheets spreadsheet onto a slide. LINKED charts can be refreshed; NOT_LINKED_IMAGE inserts a static image of the chart.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Google Slides API"},"presentationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Google Slides presentation ID"},"pageObjectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Object ID of the slide to add the chart to"},"spreadsheetId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Google Sheets spreadsheet ID containing the chart"},"chartId":{"type":"number","required":true,"visibility":"user-or-llm","description":"Numeric chart ID within the spreadsheet"},"linkingMode":{"type":"string","required":false,"visibility":"user-or-llm","description":"LINKED (default) or NOT_LINKED_IMAGE"},"width":{"type":"number","required":false,"visibility":"user-or-llm","description":"Width in points (default 400)"},"height":{"type":"number","required":false,"visibility":"user-or-llm","description":"Height in points (default 300)"},"positionX":{"type":"number","required":false,"visibility":"user-or-llm","description":"X position in points (default 100)"},"positionY":{"type":"number","required":false,"visibility":"user-or-llm","description":"Y position in points (default 100)"}},"oauth":{"required":true,"provider":"google-drive"}},"google_slides_create_table":{"id":"google_slides_create_table","name":"Create Table in Google Slides","description":"Create a new table on a slide in a Google Slides presentation","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Google Slides API"},"presentationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Google Slides presentation ID"},"pageObjectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The object ID of the slide/page to add the table to"},"rows":{"type":"number","required":true,"visibility":"user-or-llm","description":"Number of rows in the table (minimum 1)"},"columns":{"type":"number","required":true,"visibility":"user-or-llm","description":"Number of columns in the table (minimum 1)"},"width":{"type":"number","required":false,"visibility":"user-or-llm","description":"Width of the table in points (default: 400)"},"height":{"type":"number","required":false,"visibility":"user-or-llm","description":"Height of the table in points (default: 200)"},"positionX":{"type":"number","required":false,"visibility":"user-or-llm","description":"X position from the left edge in points (default: 100)"},"positionY":{"type":"number","required":false,"visibility":"user-or-llm","description":"Y position from the top edge in points (default: 100)"}},"oauth":{"required":true,"provider":"google-drive"}},"google_slides_create_video":{"id":"google_slides_create_video","name":"Embed Video in 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If omitted, computed from provided fields."}},"oauth":{"required":true,"provider":"google-drive"}},"google_slides_update_slides_position":{"id":"google_slides_update_slides_position","name":"Reorder Slides in Google Slides","description":"Move one or more slides to a new position in a Google Slides presentation","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Google Slides API"},"presentationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Google Slides presentation ID"},"slideObjectIds":{"type":"string","required":true,"visibility":"user-or-llm","description":"Comma-separated list of slide object IDs to move. The slides will maintain their relative order."},"insertionIndex":{"type":"number","required":true,"visibility":"user-or-llm","description":"The zero-based index where the slides should be moved. All slides with indices greater than or equal to this will be shifted right."}},"oauth":{"required":true,"provider":"google-drive"}},"google_slides_update_table_border_properties":{"id":"google_slides_update_table_border_properties","name":"Update Table Border Properties in Google Slides","description":"Update border color, weight, and dash style for a position (e.g. ALL, INNER, OUTER) in a table range.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Google Slides API"},"presentationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Google Slides presentation ID"},"objectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Object ID of the table"},"rowIndex":{"type":"number","required":true,"visibility":"user-or-llm","description":"Zero-based row index of the top-left cell of the range"},"columnIndex":{"type":"number","required":true,"visibility":"user-or-llm","description":"Zero-based column index of the top-left cell of the range"},"rowSpan":{"type":"number","required":true,"visibility":"user-or-llm","description":"Number of rows in the range (minimum 1)"},"columnSpan":{"type":"number","required":true,"visibility":"user-or-llm","description":"Number of columns in the range (minimum 1)"},"borderPosition":{"type":"string","required":false,"visibility":"user-or-llm","description":"Which borders to update: ALL (default), BOTTOM, INNER, INNER_HORIZONTAL, INNER_VERTICAL, LEFT, OUTER, RIGHT, TOP"},"borderColor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Border color as hex"},"borderWeight":{"type":"number","required":false,"visibility":"user-or-llm","description":"Border weight in points"},"dashStyle":{"type":"string","required":false,"visibility":"user-or-llm","description":"Dash style: SOLID, DOT, DASH, DASH_DOT, LONG_DASH, LONG_DASH_DOT"},"propertiesJson":{"type":"string","required":false,"visibility":"user-or-llm","description":"Advanced: raw TableBorderProperties JSON merged with the simple fields above"},"fields":{"type":"string","required":false,"visibility":"user-or-llm","description":"Advanced: explicit FieldMask. If omitted, computed from provided fields."}},"oauth":{"required":true,"provider":"google-drive"}},"google_slides_update_table_cell_properties":{"id":"google_slides_update_table_cell_properties","name":"Update Table Cell Properties in Google Slides","description":"Update background fill and content alignment for a range of table cells.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Google Slides API"},"presentationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Google Slides presentation ID"},"objectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Object ID of the table"},"rowIndex":{"type":"number","required":true,"visibility":"user-or-llm","description":"Zero-based row index of the top-left cell of the range"},"columnIndex":{"type":"number","required":true,"visibility":"user-or-llm","description":"Zero-based column index of the top-left cell of the range"},"rowSpan":{"type":"number","required":true,"visibility":"user-or-llm","description":"Number of rows in the range (minimum 1)"},"columnSpan":{"type":"number","required":true,"visibility":"user-or-llm","description":"Number of columns in the range (minimum 1)"},"backgroundColor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cell background color as hex (e.g. #F1F3F4)"},"backgroundAlpha":{"type":"number","required":false,"visibility":"user-or-llm","description":"Background fill opacity between 0.0 and 1.0"},"contentAlignment":{"type":"string","required":false,"visibility":"user-or-llm","description":"Vertical alignment of cell content: TOP, MIDDLE, or BOTTOM"},"propertiesJson":{"type":"string","required":false,"visibility":"user-or-llm","description":"Advanced: raw TableCellProperties JSON merged with the simple fields above"},"fields":{"type":"string","required":false,"visibility":"user-or-llm","description":"Advanced: explicit FieldMask. 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Resupply true if the hold currently includes shared drives — leaving it false/blank clears that setting."}},"oauth":{"required":true,"provider":"google-vault"}},"grafana_check_data_source_health":{"id":"grafana_check_data_source_health","name":"Grafana Check Data Source Health","description":"Test connectivity to a data source by its UID","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Grafana Service Account Token"},"baseUrl":{"type":"string","required":true,"visibility":"user-only","description":"Grafana instance URL (e.g., https://your-grafana.com)"},"organizationId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Organization ID for multi-org Grafana instances (e.g., 1, 2)"},"dataSourceUid":{"type":"string","required":true,"visibility":"user-or-llm","description":"The UID of the data source to health-check (e.g., P1234AB5678)"}}},"grafana_create_alert_rule":{"id":"grafana_create_alert_rule","name":"Grafana Create Alert Rule","description":"Create a new alert rule","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Grafana Service Account Token"},"baseUrl":{"type":"string","required":true,"visibility":"user-only","description":"Grafana instance URL (e.g., https://your-grafana.com)"},"organizationId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Organization ID for multi-org Grafana instances (e.g., 1, 2)"},"title":{"type":"string","required":true,"visibility":"user-or-llm","description":"The title of the alert rule"},"folderUid":{"type":"string","required":true,"visibility":"user-or-llm","description":"The UID of the folder to create the alert in (e.g., folder-abc123)"},"ruleGroup":{"type":"string","required":true,"visibility":"user-or-llm","description":"The name of the rule group"},"condition":{"type":"string","required":false,"visibility":"user-or-llm","description":"The refId of the query or expression to use as the alert condition (required for alerting rules; omit for recording rules)"},"data":{"type":"string","required":true,"visibility":"user-or-llm","description":"JSON array of query/expression data objects"},"forDuration":{"type":"string","required":false,"visibility":"user-or-llm","description":"Duration to wait before firing (e.g., 5m, 1h)"},"noDataState":{"type":"string","required":false,"visibility":"user-only","description":"State when no data is returned (NoData, Alerting, OK)"},"execErrState":{"type":"string","required":false,"visibility":"user-only","description":"State on execution error (Error, Alerting, OK)"},"annotations":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON object of annotations"},"labels":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON object of labels"},"uid":{"type":"string","required":false,"visibility":"user-or-llm","description":"Optional custom UID for the alert rule"},"isPaused":{"type":"boolean","required":false,"visibility":"user-only","description":"Whether the rule is paused on creation"},"keepFiringFor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Duration to keep firing after the condition stops (e.g., 5m)"},"missingSeriesEvalsToResolve":{"type":"number","required":false,"visibility":"user-only","description":"Number of missing series evaluations before resolving"},"notificationSettings":{"type":"string","required":false,"visibility":"user-only","description":"JSON object of per-rule notification settings (overrides)"},"record":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON object configuring this as a recording rule (omit for alerting rules)"},"disableProvenance":{"type":"boolean","required":false,"visibility":"user-only","description":"Set X-Disable-Provenance header so the rule remains editable in the Grafana UI"}}},"grafana_create_annotation":{"id":"grafana_create_annotation","name":"Grafana Create Annotation","description":"Create an annotation on a dashboard or as a global annotation","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Grafana Service Account Token"},"baseUrl":{"type":"string","required":true,"visibility":"user-only","description":"Grafana instance URL (e.g., https://your-grafana.com)"},"organizationId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Organization ID for multi-org Grafana instances (e.g., 1, 2)"},"text":{"type":"string","required":true,"visibility":"user-or-llm","description":"The text content of the annotation"},"tags":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of tags"},"dashboardUid":{"type":"string","required":false,"visibility":"user-or-llm","description":"UID of the dashboard to add the annotation to (e.g., abc123def). Omit to create a global organization annotation."},"panelId":{"type":"number","required":false,"visibility":"user-or-llm","description":"ID of the panel to add the annotation to (e.g., 1, 2)"},"time":{"type":"number","required":false,"visibility":"user-or-llm","description":"Start time in epoch milliseconds (e.g., 1704067200000, defaults to now)"},"timeEnd":{"type":"number","required":false,"visibility":"user-or-llm","description":"End time in epoch milliseconds for range annotations (e.g., 1704153600000)"}}},"grafana_create_contact_point":{"id":"grafana_create_contact_point","name":"Grafana Create Contact Point","description":"Create a notification contact point (e.g., Slack, email, PagerDuty)","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Grafana Service Account Token"},"baseUrl":{"type":"string","required":true,"visibility":"user-only","description":"Grafana instance URL (e.g., https://your-grafana.com)"},"organizationId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Organization ID for multi-org Grafana instances (e.g., 1, 2)"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name of the contact point (groups receivers shown in the UI)"},"type":{"type":"string","required":true,"visibility":"user-or-llm","description":"Receiver type (e.g., slack, email, pagerduty, webhook)"},"settings":{"type":"string","required":true,"visibility":"user-or-llm","description":"JSON object of type-specific settings (e.g., {\\"addresses\\":\\"a@b.com\\"} for email, {\\"url\\":\\"...\\"} for slack)"},"disableResolveMessage":{"type":"boolean","required":false,"visibility":"user-only","description":"Do not send a notification when the alert resolves"},"disableProvenance":{"type":"boolean","required":false,"visibility":"user-only","description":"Set X-Disable-Provenance header so the contact point remains editable in the UI"}}},"grafana_create_dashboard":{"id":"grafana_create_dashboard","name":"Grafana Create Dashboard","description":"Create a new dashboard","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Grafana Service Account Token"},"baseUrl":{"type":"string","required":true,"visibility":"user-only","description":"Grafana instance URL (e.g., https://your-grafana.com)"},"organizationId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Organization ID for multi-org Grafana instances (e.g., 1, 2)"},"title":{"type":"string","required":true,"visibility":"user-or-llm","description":"The title of the new dashboard"},"folderUid":{"type":"string","required":false,"visibility":"user-or-llm","description":"The UID of the folder to create the dashboard in (e.g., folder-abc123)"},"tags":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of tags"},"timezone":{"type":"string","required":false,"visibility":"user-only","description":"Dashboard timezone (e.g., browser, utc)"},"refresh":{"type":"string","required":false,"visibility":"user-only","description":"Auto-refresh interval (e.g., 5s, 1m, 5m)"},"panels":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON array of panel configurations"},"overwrite":{"type":"boolean","required":false,"visibility":"user-only","description":"Overwrite existing dashboard with same title"},"message":{"type":"string","required":false,"visibility":"user-or-llm","description":"Commit message for the dashboard version"}}},"grafana_create_folder":{"id":"grafana_create_folder","name":"Grafana Create Folder","description":"Create a new folder in Grafana","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Grafana Service Account Token"},"baseUrl":{"type":"string","required":true,"visibility":"user-only","description":"Grafana instance URL (e.g., https://your-grafana.com)"},"organizationId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Organization ID for multi-org Grafana instances (e.g., 1, 2)"},"title":{"type":"string","required":true,"visibility":"user-or-llm","description":"The title of the new folder"},"uid":{"type":"string","required":false,"visibility":"user-or-llm","description":"Optional UID for the folder (auto-generated if not provided)"},"parentUid":{"type":"string","required":false,"visibility":"user-or-llm","description":"Parent folder UID for nested folders (requires nested folders enabled)"}}},"grafana_delete_alert_rule":{"id":"grafana_delete_alert_rule","name":"Grafana Delete Alert Rule","description":"Delete an alert rule by its UID","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Grafana Service Account Token"},"baseUrl":{"type":"string","required":true,"visibility":"user-only","description":"Grafana instance URL (e.g., https://your-grafana.com)"},"organizationId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Organization ID for multi-org Grafana instances (e.g., 1, 2)"},"alertRuleUid":{"type":"string","required":true,"visibility":"user-or-llm","description":"The UID of the alert rule to delete"}}},"grafana_delete_annotation":{"id":"grafana_delete_annotation","name":"Grafana Delete Annotation","description":"Delete an annotation by its ID","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Grafana Service Account Token"},"baseUrl":{"type":"string","required":true,"visibility":"user-only","description":"Grafana instance URL (e.g., https://your-grafana.com)"},"organizationId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Organization ID for multi-org Grafana instances (e.g., 1, 2)"},"annotationId":{"type":"number","required":true,"visibility":"user-or-llm","description":"The ID of the annotation to delete"}}},"grafana_delete_dashboard":{"id":"grafana_delete_dashboard","name":"Grafana Delete Dashboard","description":"Delete a dashboard by its UID","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Grafana Service Account Token"},"baseUrl":{"type":"string","required":true,"visibility":"user-only","description":"Grafana instance URL (e.g., https://your-grafana.com)"},"organizationId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Organization ID for multi-org Grafana instances (e.g., 1, 2)"},"dashboardUid":{"type":"string","required":true,"visibility":"user-or-llm","description":"The UID of the dashboard to delete (e.g., abc123def)"}}},"grafana_delete_folder":{"id":"grafana_delete_folder","name":"Grafana Delete Folder","description":"Delete a folder by its UID","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Grafana Service Account Token"},"baseUrl":{"type":"string","required":true,"visibility":"user-only","description":"Grafana instance URL (e.g., https://your-grafana.com)"},"organizationId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Organization ID for multi-org Grafana instances (e.g., 1, 2)"},"folderUid":{"type":"string","required":true,"visibility":"user-or-llm","description":"The UID of the folder to delete (e.g., folder-abc123)"},"forceDeleteRules":{"type":"boolean","required":false,"visibility":"user-only","description":"Delete any alert rules stored in the folder along with it (default false)"}}},"grafana_get_alert_rule":{"id":"grafana_get_alert_rule","name":"Grafana Get Alert Rule","description":"Get a specific alert rule by its UID","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Grafana Service Account Token"},"baseUrl":{"type":"string","required":true,"visibility":"user-only","description":"Grafana instance URL (e.g., https://your-grafana.com)"},"organizationId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Organization ID for multi-org Grafana instances (e.g., 1, 2)"},"alertRuleUid":{"type":"string","required":true,"visibility":"user-or-llm","description":"The UID of the alert rule to retrieve"}}},"grafana_get_dashboard":{"id":"grafana_get_dashboard","name":"Grafana Get Dashboard","description":"Get a dashboard by its UID","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Grafana Service Account Token"},"baseUrl":{"type":"string","required":true,"visibility":"user-only","description":"Grafana instance URL (e.g., https://your-grafana.com)"},"organizationId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Organization ID for multi-org Grafana instances (e.g., 1, 2)"},"dashboardUid":{"type":"string","required":true,"visibility":"user-or-llm","description":"The UID of the dashboard to retrieve (e.g., abc123def)"}}},"grafana_get_data_source":{"id":"grafana_get_data_source","name":"Grafana Get Data Source","description":"Get a data source by its ID or UID","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Grafana Service Account Token"},"baseUrl":{"type":"string","required":true,"visibility":"user-only","description":"Grafana instance URL (e.g., https://your-grafana.com)"},"organizationId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Organization ID for multi-org Grafana instances (e.g., 1, 2)"},"dataSourceId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID or UID of the data source to retrieve (e.g., prometheus, P1234AB5678)"}}},"grafana_get_folder":{"id":"grafana_get_folder","name":"Grafana Get Folder","description":"Get a folder by its UID","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Grafana Service Account Token"},"baseUrl":{"type":"string","required":true,"visibility":"user-only","description":"Grafana instance URL (e.g., https://your-grafana.com)"},"organizationId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Organization ID for multi-org Grafana instances (e.g., 1, 2)"},"folderUid":{"type":"string","required":true,"visibility":"user-or-llm","description":"The UID of the folder to retrieve (e.g., folder-abc123)"}}},"grafana_get_health":{"id":"grafana_get_health","name":"Grafana Get Health","description":"Check the health of the Grafana instance (version, database status)","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Grafana Service Account Token"},"baseUrl":{"type":"string","required":true,"visibility":"user-only","description":"Grafana instance URL (e.g., https://your-grafana.com)"},"organizationId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Organization ID for multi-org Grafana instances (e.g., 1, 2)"}}},"grafana_list_alert_rules":{"id":"grafana_list_alert_rules","name":"Grafana List Alert Rules","description":"List all alert rules in the Grafana instance","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Grafana Service Account Token"},"baseUrl":{"type":"string","required":true,"visibility":"user-only","description":"Grafana instance URL (e.g., https://your-grafana.com)"},"organizationId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Organization ID for multi-org Grafana instances (e.g., 1, 2)"}}},"grafana_list_annotations":{"id":"grafana_list_annotations","name":"Grafana List Annotations","description":"Query annotations by time range, dashboard, or tags","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Grafana Service Account Token"},"baseUrl":{"type":"string","required":true,"visibility":"user-only","description":"Grafana instance URL (e.g., https://your-grafana.com)"},"organizationId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Organization ID for multi-org Grafana instances (e.g., 1, 2)"},"from":{"type":"number","required":false,"visibility":"user-or-llm","description":"Start time in epoch milliseconds (e.g., 1704067200000)"},"to":{"type":"number","required":false,"visibility":"user-or-llm","description":"End time in epoch milliseconds (e.g., 1704153600000)"},"dashboardUid":{"type":"string","required":false,"visibility":"user-or-llm","description":"Dashboard UID to query annotations from (e.g., abc123def). 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for"},"per_page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (1-500, default 100)"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number for pagination"}}},"greenhouse_list_jobs":{"id":"greenhouse_list_jobs","name":"Greenhouse List Jobs","description":"Lists jobs from Greenhouse with optional filtering by status, department, or office","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Greenhouse Harvest API key"},"per_page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (1-500, default 100)"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number for pagination"},"status":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by job status (open, closed, 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configured in Greenhouse","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Greenhouse Harvest API key"},"per_page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (1-500, default 100)"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number for pagination"}}},"greenhouse_list_users":{"id":"greenhouse_list_users","name":"Greenhouse List Users","description":"Lists Greenhouse users (recruiters, hiring managers, admins) with optional filtering","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Greenhouse Harvest API key"},"per_page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (1-500, default 100)"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number for pagination"},"created_after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Return only users created at or after this ISO 8601 timestamp"},"created_before":{"type":"string","required":false,"visibility":"user-or-llm","description":"Return only users created before this ISO 8601 timestamp"},"updated_after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Return only users updated at or after this ISO 8601 timestamp"},"updated_before":{"type":"string","required":false,"visibility":"user-or-llm","description":"Return only users updated before this ISO 8601 timestamp"},"email":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by email address"}}},"greptile_index_repo":{"id":"greptile_index_repo","name":"Greptile Index Repository","description":"Submit a repository to be indexed by Greptile. Indexing must complete before the repository can be queried. Small repos take 3-5 minutes, larger ones can take over an hour.","version":"1.0.0","params":{"remote":{"type":"string","required":true,"visibility":"user-only","description":"Git remote type: github or gitlab"},"repository":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository in owner/repo format. Example: \\"facebook/react\\" or \\"vercel/next.js\\""},"branch":{"type":"string","required":true,"visibility":"user-only","description":"Branch to index (e.g., \\"main\\" or \\"master\\")"},"reload":{"type":"boolean","required":false,"visibility":"user-only","description":"Force re-indexing even if already indexed"},"notify":{"type":"boolean","required":false,"visibility":"user-only","description":"Send email notification when indexing completes"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Greptile API key"},"githubToken":{"type":"string","required":true,"visibility":"user-only","description":"GitHub Personal Access Token with repo read access"}}},"greptile_query":{"id":"greptile_query","name":"Greptile Query","description":"Query repositories in natural language and get answers with relevant code references. Greptile uses AI to understand your codebase and answer questions.","version":"1.0.0","params":{"query":{"type":"string","required":true,"visibility":"user-or-llm","description":"Natural language question about the codebase. Example: \\"How does authentication work?\\" or \\"Where is the payment processing logic?\\""},"repositories":{"type":"string","required":true,"visibility":"user-or-llm","description":"Comma-separated list of repositories. Format: \\"github:branch:owner/repo\\" or just \\"owner/repo\\" (defaults to github:main). Example: \\"facebook/react\\" or \\"github:main:facebook/react,github:main:facebook/relay\\""},"sessionId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Session ID for conversation continuity. Use the same sessionId across multiple queries to maintain context. Example: \\"session-abc123\\""},"genius":{"type":"boolean","required":false,"visibility":"user-only","description":"Enable genius mode for more thorough analysis (slower but more accurate)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Greptile API key"},"githubToken":{"type":"string","required":true,"visibility":"user-only","description":"GitHub Personal Access Token with repo read access"}}},"greptile_search":{"id":"greptile_search","name":"Greptile Search","description":"Search repositories in natural language and get relevant code references without generating an answer. Useful for finding specific code locations.","version":"1.0.0","params":{"query":{"type":"string","required":true,"visibility":"user-or-llm","description":"Natural language search query to find relevant code. Example: \\"authentication middleware\\" or \\"database connection handling\\""},"repositories":{"type":"string","required":true,"visibility":"user-or-llm","description":"Comma-separated list of repositories. Format: \\"github:branch:owner/repo\\" or just \\"owner/repo\\" (defaults to github:main). Example: \\"facebook/react\\" or \\"github:main:facebook/react,github:main:facebook/relay\\""},"sessionId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Session ID for conversation continuity. Use the same sessionId across multiple searches to maintain context. Example: \\"session-abc123\\""},"genius":{"type":"boolean","required":false,"visibility":"user-only","description":"Enable genius mode for more thorough search (slower but more accurate)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Greptile API key"},"githubToken":{"type":"string","required":true,"visibility":"user-only","description":"GitHub Personal Access Token with repo read access"}}},"greptile_status":{"id":"greptile_status","name":"Greptile Repository Status","description":"Check the indexing status of a repository. Use this to verify if a repository is ready to be queried or to monitor indexing progress.","version":"1.0.0","params":{"remote":{"type":"string","required":true,"visibility":"user-only","description":"Git remote type: github or gitlab"},"repository":{"type":"string","required":true,"visibility":"user-or-llm","description":"Repository in owner/repo format. Example: \\"facebook/react\\" or \\"vercel/next.js\\""},"branch":{"type":"string","required":true,"visibility":"user-only","description":"Branch name (e.g., \\"main\\" or \\"master\\")"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Greptile API key"},"githubToken":{"type":"string","required":true,"visibility":"user-only","description":"GitHub Personal Access Token with repo read access"}}},"guardrails_validate":{"id":"guardrails_validate","name":"Guardrails Validate","description":"Validate content using guardrails (JSON, regex, hallucination check, or PII detection)","version":"1.0.0","params":{"input":{"type":"string","required":true,"visibility":"user-or-llm","description":"Content to validate (from wired block)"},"validationType":{"type":"string","required":true,"visibility":"user-only","description":"Type of validation: json, regex, hallucination, or pii"},"regex":{"type":"string","required":false,"visibility":"user-only","description":"Regex pattern (required for regex validation)"},"knowledgeBaseId":{"type":"string","required":false,"visibility":"user-only","description":"Knowledge base ID (required for hallucination check)"},"threshold":{"type":"string","required":false,"visibility":"user-only","description":"Confidence threshold (0-10 scale, default: 3, scores below fail)"},"topK":{"type":"string","required":false,"visibility":"user-only","description":"Number of chunks to retrieve from knowledge base (default: 10)"},"model":{"type":"string","required":false,"visibility":"user-only","description":"LLM model for confidence scoring (default: gpt-4o-mini)"},"apiKey":{"type":"string","required":false,"visibility":"user-only","description":"API key for LLM provider (optional if using hosted)"},"piiEntityTypes":{"type":"array","required":false,"visibility":"user-only","description":"PII entity types to detect (empty = detect all)"},"piiMode":{"type":"string","required":false,"visibility":"user-only","description":"PII action mode: block or mask (default: block)"},"piiLanguage":{"type":"string","required":false,"visibility":"user-only","description":"Language for PII detection (default: en)"},"piiCustomPatterns":{"type":"array","required":false,"visibility":"user-only","description":"Custom regex patterns to detect and replace (name, pattern, replacement)"}}},"hex_cancel_run":{"id":"hex_cancel_run","name":"Hex Cancel Run","description":"Cancel an active Hex project run.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Hex API token (Personal or Workspace)"},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The UUID of the Hex project"},"runId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The UUID of the run to cancel"}}},"hex_create_collection":{"id":"hex_create_collection","name":"Hex Create Collection","description":"Create a new collection in the Hex workspace to organize projects.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Hex API token (Personal or Workspace)"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name for the new collection"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Optional description for the collection"}}},"hex_create_group":{"id":"hex_create_group","name":"Hex Create Group","description":"Create a new group in the Hex workspace, optionally with initial members.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Hex API token (Personal or Workspace)"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name for the new group"},"memberUserIds":{"type":"json","required":false,"visibility":"user-or-llm","description":"JSON array of user UUIDs to add as initial group members (e.g., [\\"uuid1\\", \\"uuid2\\"])"}}},"hex_deactivate_user":{"id":"hex_deactivate_user","name":"Hex Deactivate User","description":"Deactivate a user in the Hex workspace.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Hex API token (Personal or Workspace)"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The UUID of the user to deactivate"}}},"hex_delete_group":{"id":"hex_delete_group","name":"Hex Delete Group","description":"Delete a group from the Hex workspace.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Hex API token (Personal or Workspace)"},"groupId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The UUID of the group to delete"}}},"hex_get_collection":{"id":"hex_get_collection","name":"Hex Get Collection","description":"Retrieve details for a specific Hex collection by its ID.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Hex API token (Personal or Workspace)"},"collectionId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The UUID of the collection"}}},"hex_get_data_connection":{"id":"hex_get_data_connection","name":"Hex Get Data Connection","description":"Retrieve details for a specific data connection including type, description, and configuration flags.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Hex API token (Personal or Workspace)"},"dataConnectionId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The UUID of the data connection"}}},"hex_get_group":{"id":"hex_get_group","name":"Hex Get Group","description":"Retrieve details for a specific Hex group.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Hex API token (Personal or Workspace)"},"groupId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The UUID of the group"}}},"hex_get_project":{"id":"hex_get_project","name":"Hex Get Project","description":"Get metadata and details for a specific Hex project by its ID.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Hex API token (Personal or Workspace)"},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The UUID of the Hex project"}}},"hex_get_project_runs":{"id":"hex_get_project_runs","name":"Hex Get Project Runs","description":"Retrieve API-triggered runs for a Hex project with optional filtering by status and pagination.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Hex API token (Personal or Workspace)"},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The UUID of the Hex project"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of runs to return (1-100, default: 25)"},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Offset for paginated results (default: 0)"},"statusFilter":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by run status: PENDING, RUNNING, ERRORED, COMPLETED, KILLED, UNABLE_TO_ALLOCATE_KERNEL"},"runTriggerFilter":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by how the run was triggered: ALL, API, SCHEDULED, or APP_REFRESH"}}},"hex_get_queried_tables":{"id":"hex_get_queried_tables","name":"Hex Get Queried Tables","description":"Return the warehouse tables queried by a Hex project, including data connection and table names.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Hex API token (Personal or Workspace)"},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The UUID of the Hex project"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of tables to return (1-100)"}}},"hex_get_run_status":{"id":"hex_get_run_status","name":"Hex Get Run Status","description":"Check the status of a Hex project run by its run ID.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Hex API token (Personal or Workspace)"},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The UUID of the Hex project"},"runId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The UUID of the run to check"}}},"hex_list_collections":{"id":"hex_list_collections","name":"Hex List Collections","description":"List all collections in the Hex workspace.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Hex API token (Personal or Workspace)"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of collections to return (1-500, default: 25)"},"sortBy":{"type":"string","required":false,"visibility":"user-only","description":"Sort by field: NAME"},"after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor to fetch the page of results after this value"},"before":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor to fetch the page of results before this value"}}},"hex_list_data_connections":{"id":"hex_list_data_connections","name":"Hex List Data Connections","description":"List all data connections in the Hex workspace (e.g., Snowflake, PostgreSQL, BigQuery).","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Hex API token (Personal or Workspace)"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of connections to return (1-500, default: 25)"},"sortBy":{"type":"string","required":false,"visibility":"user-only","description":"Sort by field: CREATED_AT or NAME"},"sortDirection":{"type":"string","required":false,"visibility":"user-only","description":"Sort direction: ASC or DESC"},"after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor to fetch the page of results after this value"},"before":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor to fetch the page of results before this value"}}},"hex_list_groups":{"id":"hex_list_groups","name":"Hex List Groups","description":"List all groups in the Hex workspace with optional sorting.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Hex API token (Personal or Workspace)"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of groups to return (1-500, default: 25)"},"sortBy":{"type":"string","required":false,"visibility":"user-only","description":"Sort by field: CREATED_AT or NAME"},"sortDirection":{"type":"string","required":false,"visibility":"user-only","description":"Sort direction: ASC or DESC"},"after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor to fetch the page of results after this value"},"before":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor to fetch the page of results before this value"}}},"hex_list_projects":{"id":"hex_list_projects","name":"Hex List Projects","description":"List all projects in your Hex workspace with optional filtering by status.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Hex API token (Personal or Workspace)"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of projects to return (1-100)"},"includeArchived":{"type":"boolean","required":false,"visibility":"user-only","description":"Include archived projects in results"},"statusFilter":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by status: PUBLISHED, DRAFT, or ALL"},"includeComponents":{"type":"boolean","required":false,"visibility":"user-only","description":"Include components in results"},"includeTrashed":{"type":"boolean","required":false,"visibility":"user-only","description":"Include trashed projects in results"},"creatorEmail":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by creator email"},"ownerEmail":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by owner email"},"collectionId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by collection UUID"},"categories":{"type":"json","required":false,"visibility":"user-or-llm","description":"JSON array of category names to filter by (e.g., [\\"Marketing\\", \\"Finance\\"])"},"sortBy":{"type":"string","required":false,"visibility":"user-only","description":"Sort by field: CREATED_AT, LAST_EDITED_AT, or LAST_PUBLISHED_AT"},"sortDirection":{"type":"string","required":false,"visibility":"user-only","description":"Sort direction: ASC or DESC"},"after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor to fetch the page of results after this value"},"before":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor to fetch the page of results before this value"}}},"hex_list_users":{"id":"hex_list_users","name":"Hex List Users","description":"List all users in the Hex workspace with optional filtering and sorting.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Hex API token (Personal or Workspace)"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of users to return (1-100, default: 25)"},"sortBy":{"type":"string","required":false,"visibility":"user-only","description":"Sort by field: NAME or EMAIL"},"sortDirection":{"type":"string","required":false,"visibility":"user-only","description":"Sort direction: ASC or DESC"},"groupId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter users by group UUID"},"userIds":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of user UUIDs to filter by"},"after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor to fetch the page of results after this value"},"before":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor to fetch the page of results before this value"}}},"hex_run_project":{"id":"hex_run_project","name":"Hex Run Project","description":"Execute a published Hex project. Optionally pass input parameters and control caching behavior.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Hex API token (Personal or Workspace)"},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The UUID of the Hex project to run"},"inputParams":{"type":"json","required":false,"visibility":"user-or-llm","description":"JSON object of input parameters for the project (e.g., {\\"date\\": \\"2024-01-01\\"})"},"dryRun":{"type":"boolean","required":false,"visibility":"user-only","description":"If true, perform a dry run without executing the project"},"updateCache":{"type":"boolean","required":false,"visibility":"user-only","description":"(Deprecated) If true, update the cached results after execution"},"updatePublishedResults":{"type":"boolean","required":false,"visibility":"user-only","description":"If true, update the published app results after execution"},"useCachedSqlResults":{"type":"boolean","required":false,"visibility":"user-only","description":"If true, use cached SQL results instead of re-running queries"},"viewId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Optional SavedView ID to use for the project run"},"notifications":{"type":"json","required":false,"visibility":"user-or-llm","description":"JSON array of notification details to deliver once the run completes (e.g., [{\\"type\\": \\"FAILURE\\", \\"slackChannelIds\\": [\\"C0123456789\\"], \\"userIds\\": [], \\"groupIds\\": [], \\"includeSuccessScreenshot\\": false}]). type is ALL, SUCCESS, or FAILURE."}}},"hex_update_collection":{"id":"hex_update_collection","name":"Hex Update Collection","description":"Update the name or description of an existing Hex collection.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Hex API token (Personal or Workspace)"},"collectionId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The UUID of the collection to update"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"New name for the collection"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"New description for the collection"}}},"hex_update_group":{"id":"hex_update_group","name":"Hex Update Group","description":"Rename a Hex group or add/remove members from it.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Hex API token (Personal or Workspace)"},"groupId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The UUID of the group to update"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"New name for the group"},"addUserIds":{"type":"json","required":false,"visibility":"user-or-llm","description":"JSON array of user UUIDs to add to the group (e.g., [\\"uuid1\\", \\"uuid2\\"])"},"removeUserIds":{"type":"json","required":false,"visibility":"user-or-llm","description":"JSON array of user UUIDs to remove from the group (e.g., [\\"uuid1\\", \\"uuid2\\"])"}}},"hex_update_project":{"id":"hex_update_project","name":"Hex Update Project","description":"Update a Hex project status label (e.g., endorsement or custom workspace statuses).","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Hex API token (Personal or Workspace)"},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The UUID of the Hex project to update"},"status":{"type":"string","required":true,"visibility":"user-or-llm","description":"New project status name (custom workspace status label)"}}},"http_request":{"id":"http_request","name":"HTTP Request","description":"Make HTTP requests with comprehensive support for methods, headers, query parameters, path parameters, and form data. Features configurable timeout and status validation for robust API interactions.","version":"1.0.0","params":{"url":{"type":"string","required":true,"visibility":"user-or-llm","description":"The URL to send the request to"},"method":{"type":"string","default":"GET","visibility":"user-or-llm","description":"HTTP method (GET, POST, PUT, PATCH, DELETE)"},"headers":{"type":"object","visibility":"user-or-llm","description":"HTTP headers to include"},"body":{"type":"object","visibility":"user-or-llm","description":"Request body (for POST, PUT, PATCH)"},"params":{"type":"object","visibility":"user-or-llm","description":"URL query parameters to append"},"pathParams":{"type":"object","visibility":"user-or-llm","description":"URL path parameters to replace (e.g., :id in /users/:id)"},"formData":{"type":"object","visibility":"user-or-llm","description":"Form data to send (will set appropriate Content-Type)"},"proxyUrl":{"type":"string","visibility":"user-only","description":"Route the request through an http:// proxy (e.g. http://user:pass@host:port)."},"timeout":{"type":"number","visibility":"user-only","description":"Request timeout in milliseconds (default: 300000 = 5 minutes)"},"retries":{"type":"number","visibility":"hidden","description":"Number of retry attempts for retryable failures (timeouts, 429, 5xx). Default: 0 (no retries)."},"retryDelayMs":{"type":"number","visibility":"hidden","description":"Initial retry delay in milliseconds (default: 500)"},"retryMaxDelayMs":{"type":"number","visibility":"hidden","description":"Maximum delay between retries in milliseconds (default: 30000)"},"retryNonIdempotent":{"type":"boolean","visibility":"hidden","description":"Allow retries for non-idempotent methods like POST/PATCH (may create duplicate requests)."}}},"hubspot_add_list_memberships":{"id":"hubspot_add_list_memberships","name":"Add List Members in HubSpot","description":"Add records to a manual (static) HubSpot list by record ID","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"listId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the list to add records to (MANUAL or SNAPSHOT lists only)"},"recordIds":{"type":"array","required":true,"visibility":"user-or-llm","description":"Record IDs to add to the list, as a JSON array (e.g., [\\"123\\",\\"456\\"]) or comma-separated string"}},"oauth":{"required":true,"provider":"hubspot"}},"hubspot_create_appointment":{"id":"hubspot_create_appointment","name":"Create Appointment in HubSpot","description":"Create a new appointment in HubSpot","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"properties":{"type":"object","required":true,"visibility":"user-or-llm","description":"Appointment properties as JSON object. Must include hs_appointment_start (e.g., {\\"hs_appointment_name\\": \\"Discovery Call\\", \\"hs_appointment_start\\": \\"2024-01-15T10:00:00Z\\", \\"hs_appointment_end\\": \\"2024-01-15T11:00:00Z\\"})"},"associations":{"type":"array","required":false,"visibility":"user-or-llm","description":"Array of associations to create with the appointment as JSON. Each object should have \\"to.id\\" and \\"types\\" array with \\"associationCategory\\" and \\"associationTypeId\\""}},"oauth":{"required":true,"provider":"hubspot"}},"hubspot_create_association":{"id":"hubspot_create_association","name":"Create Association in HubSpot","description":"Associate two HubSpot records. Creates the default (unlabeled) association unless an association type ID is provided","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"objectType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Source object type (e.g., \\"emails\\", \\"notes\\", \\"contacts\\")"},"objectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the source record"},"toObjectType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Target object type to associate to (e.g., \\"contacts\\", \\"companies\\", \\"deals\\")"},"toObjectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the target record"},"associationCategory":{"type":"string","required":false,"visibility":"user-or-llm","description":"Association category for a labeled association (HUBSPOT_DEFINED, USER_DEFINED, INTEGRATOR_DEFINED). Defaults to HUBSPOT_DEFINED when an association type ID is provided"},"associationTypeId":{"type":"number","required":false,"visibility":"user-or-llm","description":"Specific association type ID for a labeled association. Omit to create the default association for the object pair"}},"oauth":{"required":true,"provider":"hubspot"}},"hubspot_create_company":{"id":"hubspot_create_company","name":"Create Company in HubSpot","description":"Create a new company in HubSpot","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"properties":{"type":"object","required":true,"visibility":"user-or-llm","description":"Company properties as JSON object (e.g., {\\"name\\": \\"Acme Inc\\", \\"domain\\": \\"acme.com\\", \\"industry\\": \\"Technology\\"})"},"associations":{"type":"array","required":false,"visibility":"user-or-llm","description":"Array of associations to create with the company as JSON (each with \\"to.id\\" and \\"types\\" containing \\"associationCategory\\" and \\"associationTypeId\\")"}},"oauth":{"required":true,"provider":"hubspot"}},"hubspot_create_contact":{"id":"hubspot_create_contact","name":"Create Contact in HubSpot","description":"Create a new contact in HubSpot. Requires at least one of: email, firstname, or lastname","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"properties":{"type":"object","required":true,"visibility":"user-or-llm","description":"Contact properties as JSON object. Must include at least one of: email, firstname, or lastname (e.g., {\\"email\\": \\"john@example.com\\", \\"firstname\\": \\"John\\", \\"lastname\\": \\"Doe\\"})"},"associations":{"type":"array","required":false,"visibility":"user-or-llm","description":"Array of associations to create with the contact as JSON. Each object should have \\"to.id\\" (company/deal ID) and \\"types\\" array with \\"associationCategory\\" and \\"associationTypeId\\""}},"oauth":{"required":true,"provider":"hubspot"}},"hubspot_create_deal":{"id":"hubspot_create_deal","name":"Create Deal in HubSpot","description":"Create a new deal in HubSpot with the given properties (e.g., dealname, amount, dealstage)","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"properties":{"type":"object","required":true,"visibility":"user-or-llm","description":"Deal properties as JSON object. Should include dealname and dealstage, plus pipeline when the account has multiple pipelines (e.g., {\\"dealname\\": \\"New Deal\\", \\"amount\\": \\"5000\\", \\"dealstage\\": \\"appointmentscheduled\\"})"},"associations":{"type":"array","required":false,"visibility":"user-or-llm","description":"Array of associations to create with the deal as JSON. Each object should have \\"to.id\\" and \\"types\\" array with \\"associationCategory\\" and \\"associationTypeId\\""}},"oauth":{"required":true,"provider":"hubspot"}},"hubspot_create_email":{"id":"hubspot_create_email","name":"Create Email in HubSpot","description":"Log an email engagement in HubSpot and optionally associate it with contacts. Requires the hs_timestamp property","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"properties":{"type":"object","required":true,"visibility":"user-or-llm","description":"Email properties as JSON object. Must include \\"hs_timestamp\\" (ISO 8601). Common fields: \\"hs_email_direction\\" (EMAIL, INCOMING_EMAIL, FORWARDED_EMAIL), \\"hs_email_status\\" (SENT, SENDING, SCHEDULED, FAILED, BOUNCED), \\"hs_email_subject\\", \\"hs_email_text\\", \\"hs_email_html\\", \\"hs_email_headers\\" (JSON string)"},"associations":{"type":"array","required":false,"visibility":"user-or-llm","description":"Array of associations as JSON. Each object has \\"to.id\\" (record ID) and \\"types\\" array with \\"associationCategory\\" (\\"HUBSPOT_DEFINED\\") and \\"associationTypeId\\" (198 = email→contact)"}},"oauth":{"required":true,"provider":"hubspot"}},"hubspot_create_line_item":{"id":"hubspot_create_line_item","name":"Create Line Item in HubSpot","description":"Create a new line item in HubSpot. Requires at least a name property","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"properties":{"type":"object","required":true,"visibility":"user-or-llm","description":"Line item properties as JSON object (e.g., {\\"name\\": \\"Product A\\", \\"quantity\\": \\"2\\", \\"price\\": \\"50.00\\", \\"hs_sku\\": \\"SKU-001\\"})"},"associations":{"type":"array","required":false,"visibility":"user-or-llm","description":"Array of associations to create with the line item as JSON. Each object should have \\"to.id\\" and \\"types\\" array with \\"associationCategory\\" and \\"associationTypeId\\""}},"oauth":{"required":true,"provider":"hubspot"}},"hubspot_create_list":{"id":"hubspot_create_list","name":"Create List in HubSpot","description":"Create a new list in HubSpot. Specify the object type and processing type (MANUAL or DYNAMIC)","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name of the list"},"objectTypeId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Object type ID (e.g., \\"0-1\\" for contacts, \\"0-2\\" for companies)"},"processingType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Processing type: \\"MANUAL\\" for static lists or \\"DYNAMIC\\" for active lists"}},"oauth":{"required":true,"provider":"hubspot"}},"hubspot_create_note":{"id":"hubspot_create_note","name":"Create Note in HubSpot","description":"Log a note in HubSpot and optionally associate it with contacts, companies, or deals. Requires hs_timestamp and hs_note_body properties","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"properties":{"type":"object","required":true,"visibility":"user-or-llm","description":"Note properties as JSON object. Must include \\"hs_timestamp\\" (ISO 8601 activity time) and \\"hs_note_body\\" (the note text). e.g., {\\"hs_timestamp\\": \\"2026-06-13T00:00:00Z\\", \\"hs_note_body\\": \\"Followed up via phone\\"}"},"associations":{"type":"array","required":false,"visibility":"user-or-llm","description":"Array of associations as JSON. Each object has \\"to.id\\" (record ID) and \\"types\\" array with \\"associationCategory\\" (\\"HUBSPOT_DEFINED\\") and \\"associationTypeId\\" (202 = note→contact, 190 = note→company, 214 = note→deal)"}},"oauth":{"required":true,"provider":"hubspot"}},"hubspot_create_ticket":{"id":"hubspot_create_ticket","name":"Create Ticket in HubSpot","description":"Create a new ticket in HubSpot. Requires subject and hs_pipeline_stage properties","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"properties":{"type":"object","required":true,"visibility":"user-or-llm","description":"Ticket properties as JSON object. Must include subject and hs_pipeline_stage (e.g., {\\"subject\\": \\"Support request\\", \\"hs_pipeline_stage\\": \\"1\\", \\"hs_ticket_priority\\": \\"HIGH\\"})"},"associations":{"type":"array","required":false,"visibility":"user-or-llm","description":"Array of associations to create with the ticket as JSON. Each object should have \\"to.id\\" and \\"types\\" array with \\"associationCategory\\" and \\"associationTypeId\\""}},"oauth":{"required":true,"provider":"hubspot"}},"hubspot_delete_association":{"id":"hubspot_delete_association","name":"Delete Association in HubSpot","description":"Remove all associations between two HubSpot records","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"objectType":{"type":"string","required":true,"visibility":"user-or-llm","description":"The source object type (e.g., \\"contacts\\", \\"companies\\", \\"deals\\")"},"objectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the source record"},"toObjectType":{"type":"string","required":true,"visibility":"user-or-llm","description":"The target object type (e.g., \\"emails\\", \\"notes\\", \\"contacts\\")"},"toObjectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the target record"}},"oauth":{"required":true,"provider":"hubspot"}},"hubspot_delete_company":{"id":"hubspot_delete_company","name":"Delete Company from HubSpot","description":"Archive a company in HubSpot by ID (moves it to the recycling bin)","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"companyId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The numeric ID of the company to delete"}},"oauth":{"required":true,"provider":"hubspot"}},"hubspot_delete_contact":{"id":"hubspot_delete_contact","name":"Delete Contact from HubSpot","description":"Archive a contact in HubSpot by ID (moves it to the recycling bin)","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"contactId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The numeric ID of the contact to delete"}},"oauth":{"required":true,"provider":"hubspot"}},"hubspot_delete_deal":{"id":"hubspot_delete_deal","name":"Delete Deal from HubSpot","description":"Archive a deal in HubSpot by ID (moves it to the recycling bin)","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"dealId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The numeric ID of the deal to delete"}},"oauth":{"required":true,"provider":"hubspot"}},"hubspot_delete_line_item":{"id":"hubspot_delete_line_item","name":"Delete Line Item from HubSpot","description":"Archive a line item in HubSpot by ID (moves it to the recycling bin)","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"lineItemId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The numeric ID of the line item to delete"}},"oauth":{"required":true,"provider":"hubspot"}},"hubspot_delete_ticket":{"id":"hubspot_delete_ticket","name":"Delete Ticket from HubSpot","description":"Archive a ticket in HubSpot by ID (moves it to the recycling bin)","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"ticketId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The numeric ID of the ticket to delete"}},"oauth":{"required":true,"provider":"hubspot"}},"hubspot_get_appointment":{"id":"hubspot_get_appointment","name":"Get Appointment from HubSpot","description":"Retrieve a single appointment by ID from HubSpot","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"appointmentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The HubSpot appointment ID to retrieve"},"idProperty":{"type":"string","required":false,"visibility":"user-or-llm","description":"Property to use as unique identifier. If not specified, uses record ID"},"properties":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of HubSpot property names to return (e.g., \\"hs_appointment_name,hs_appointment_start\\")"},"associations":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of object types to retrieve associated IDs for (e.g., \\"contacts,companies\\")"}},"oauth":{"required":true,"provider":"hubspot"}},"hubspot_get_association_labels":{"id":"hubspot_get_association_labels","name":"Get Association Labels from HubSpot","description":"Retrieve the association types (category, typeId, label) defined between two HubSpot object types","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"objectType":{"type":"string","required":true,"visibility":"user-or-llm","description":"The source object type (e.g., \\"contacts\\", \\"companies\\", \\"deals\\")"},"toObjectType":{"type":"string","required":true,"visibility":"user-or-llm","description":"The target object type (e.g., \\"emails\\", \\"notes\\", \\"contacts\\")"}},"oauth":{"required":true,"provider":"hubspot"}},"hubspot_get_cart":{"id":"hubspot_get_cart","name":"Get Cart from HubSpot","description":"Retrieve a single cart by ID from HubSpot","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"cartId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The HubSpot cart ID to retrieve"},"properties":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of HubSpot property names to return"},"associations":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of object types to retrieve associated IDs for"}},"oauth":{"required":true,"provider":"hubspot"}},"hubspot_get_company":{"id":"hubspot_get_company","name":"Get Company from HubSpot","description":"Retrieve a single company by ID or domain from HubSpot","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"companyId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The HubSpot company ID (numeric string) or domain to retrieve"},"idProperty":{"type":"string","required":false,"visibility":"user-or-llm","description":"Property to use as unique identifier (e.g., \\"domain\\"). If not specified, uses record ID"},"properties":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of HubSpot property names to return (e.g., \\"name,domain,industry\\")"},"associations":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of object types to retrieve associated IDs for (e.g., \\"contacts,deals\\")"}},"oauth":{"required":true,"provider":"hubspot"}},"hubspot_get_contact":{"id":"hubspot_get_contact","name":"Get Contact from HubSpot","description":"Retrieve a single contact by ID or email from HubSpot","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"contactId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The HubSpot contact ID (numeric string) or email address to retrieve"},"idProperty":{"type":"string","required":false,"visibility":"user-or-llm","description":"Property to use as unique identifier (e.g., \\"email\\"). If not specified, uses record ID"},"properties":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of HubSpot property names to return (e.g., \\"email,firstname,lastname,phone\\")"},"associations":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of object types to retrieve associated IDs for (e.g., \\"companies,deals\\")"}},"oauth":{"required":true,"provider":"hubspot"}},"hubspot_get_deal":{"id":"hubspot_get_deal","name":"Get Deal from HubSpot","description":"Retrieve a single deal by ID from HubSpot","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"dealId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The HubSpot deal ID to retrieve"},"idProperty":{"type":"string","required":false,"visibility":"user-or-llm","description":"Property to use as unique identifier. If not specified, uses record ID"},"properties":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of HubSpot property names to return (e.g., \\"dealname,amount,dealstage\\")"},"associations":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of object types to retrieve associated IDs for (e.g., \\"contacts,companies\\")"}},"oauth":{"required":true,"provider":"hubspot"}},"hubspot_get_email":{"id":"hubspot_get_email","name":"Get Email from HubSpot","description":"Retrieve a single email engagement by ID from HubSpot (content requires the sales-email-read scope)","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"emailId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The HubSpot email engagement ID to retrieve"},"properties":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of HubSpot property names to return (e.g., \\"hs_email_subject,hs_email_text,hs_timestamp\\")"},"associations":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of object types to retrieve associated IDs for (e.g., \\"contacts,companies,deals\\")"}},"oauth":{"required":true,"provider":"hubspot"}},"hubspot_get_line_item":{"id":"hubspot_get_line_item","name":"Get Line Item from HubSpot","description":"Retrieve a single line item by ID from HubSpot","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"lineItemId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The HubSpot line item ID to retrieve"},"idProperty":{"type":"string","required":false,"visibility":"user-or-llm","description":"Property to use as unique identifier. If not specified, uses record ID"},"properties":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of HubSpot property names to return (e.g., \\"name,quantity,price,amount\\")"},"associations":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of object types to retrieve associated IDs for (e.g., \\"deals,quotes\\")"}},"oauth":{"required":true,"provider":"hubspot"}},"hubspot_get_list":{"id":"hubspot_get_list","name":"Get List from HubSpot","description":"Retrieve a single list by ID from HubSpot","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"listId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The HubSpot list ID to retrieve"}},"oauth":{"required":true,"provider":"hubspot"}},"hubspot_get_list_memberships":{"id":"hubspot_get_list_memberships","name":"Get List Members from HubSpot","description":"Retrieve the record IDs that are members of a HubSpot list, ordered by record ID","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"listId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the list to read members from"},"limit":{"type":"string","required":false,"visibility":"user-or-llm","description":"Maximum number of results per page (max 250, default 100)"},"after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor for next page of results (from previous response)"}},"oauth":{"required":true,"provider":"hubspot"}},"hubspot_get_marketing_event":{"id":"hubspot_get_marketing_event","name":"Get Marketing Event from HubSpot","description":"Retrieve a single marketing event by ID from HubSpot","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"eventId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The HubSpot marketing event objectId to retrieve"}},"oauth":{"required":true,"provider":"hubspot"}},"hubspot_get_note":{"id":"hubspot_get_note","name":"Get Note from HubSpot","description":"Retrieve a single note by ID from HubSpot","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"noteId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The HubSpot note ID to retrieve"},"properties":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of HubSpot property names to return (e.g., \\"hs_note_body,hs_timestamp,hubspot_owner_id\\")"},"associations":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of object types to retrieve associated IDs for (e.g., \\"contacts,companies,deals\\")"}},"oauth":{"required":true,"provider":"hubspot"}},"hubspot_get_properties":{"id":"hubspot_get_properties","name":"Get Properties from HubSpot","description":"Read property definitions and their enumeration (picklist) options for a HubSpot object type, e.g. the values for lifecyclestage or hs_lead_status on contacts","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"objectType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Object type to read properties for (e.g., \\"contacts\\", \\"companies\\", \\"deals\\", \\"tickets\\", \\"line_items\\", \\"quotes\\")"},"propertyName":{"type":"string","required":false,"visibility":"user-or-llm","description":"Internal name of a single property to retrieve (e.g., \\"hs_lead_status\\"). Omit to return all properties for the object type"},"archived":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to return only archived properties (default false)"}},"oauth":{"required":true,"provider":"hubspot"}},"hubspot_get_quote":{"id":"hubspot_get_quote","name":"Get Quote from HubSpot","description":"Retrieve a single quote by ID from HubSpot","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"quoteId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The HubSpot quote ID to retrieve"},"idProperty":{"type":"string","required":false,"visibility":"user-or-llm","description":"Property to use as unique identifier. If not specified, uses record ID"},"properties":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of HubSpot property names to return (e.g., \\"hs_title,hs_expiration_date,hs_status\\")"},"associations":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of object types to retrieve associated IDs for (e.g., \\"deals,line_items\\")"}},"oauth":{"required":true,"provider":"hubspot"}},"hubspot_get_ticket":{"id":"hubspot_get_ticket","name":"Get Ticket from HubSpot","description":"Retrieve a single ticket by ID from HubSpot","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"ticketId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The HubSpot ticket ID to retrieve"},"idProperty":{"type":"string","required":false,"visibility":"user-or-llm","description":"Property to use as unique identifier. If not specified, uses record ID"},"properties":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of HubSpot property names to return (e.g., \\"subject,content,hs_ticket_priority\\")"},"associations":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of object types to retrieve associated IDs for (e.g., \\"contacts,companies\\")"}},"oauth":{"required":true,"provider":"hubspot"}},"hubspot_get_users":{"id":"hubspot_get_users","name":"Get Users from HubSpot","description":"Retrieve all users from HubSpot account","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"limit":{"type":"string","required":false,"visibility":"user-or-llm","description":"Number of results to return (default: 10, max: 100)"},"after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor for next page of results (from previous response)"},"properties":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of HubSpot user property names to return (e.g., \\"hs_email,hs_given_name,hs_family_name\\")"}},"oauth":{"required":true,"provider":"hubspot"}},"hubspot_list_appointments":{"id":"hubspot_list_appointments","name":"List Appointments from HubSpot","description":"Retrieve all appointments from HubSpot account with pagination support","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"limit":{"type":"string","required":false,"visibility":"user-or-llm","description":"Maximum number of results per page (max 100, default 10)"},"after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor for next page of results (from previous response)"},"properties":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of HubSpot property names to return (e.g., \\"hs_appointment_name,hs_appointment_start\\")"},"associations":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of object types to retrieve associated IDs for (e.g., \\"contacts,companies\\")"}},"oauth":{"required":true,"provider":"hubspot"}},"hubspot_list_associations":{"id":"hubspot_list_associations","name":"List Associations in HubSpot","description":"List records of one object type associated with a given record, e.g. all emails or notes logged on a contact","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"objectType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Source object type (e.g., \\"contacts\\", \\"companies\\", \\"deals\\")"},"objectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the source record"},"toObjectType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Target object type to list associations to (e.g., \\"emails\\", \\"notes\\", \\"deals\\")"},"limit":{"type":"string","required":false,"visibility":"user-or-llm","description":"Maximum number of associated records per page (default 500)"},"after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor for next page (from previous response)"}},"oauth":{"required":true,"provider":"hubspot"}},"hubspot_list_carts":{"id":"hubspot_list_carts","name":"List Carts from HubSpot","description":"Retrieve all carts from HubSpot account with pagination support","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot API"},"limit":{"type":"string","required":false,"visibility":"user-or-llm","description":"Maximum number of results per page (max 100, default 10)"},"after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor for next page of results (from previous response)"},"properties":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of HubSpot property names to return"},"associations":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of object types to retrieve associated IDs for"}},"oauth":{"required":true,"provider":"hubspot"}},"hubspot_list_companies":{"id":"hubspot_list_companies","name":"List Companies from HubSpot","description":"Retrieve all companies from HubSpot account with pagination support","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the HubSpot 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If not specified, uses record ID"},"properties":{"type":"object","required":true,"visibility":"user-or-llm","description":"Ticket properties to update as JSON object (e.g., {\\"subject\\": \\"Updated subject\\", \\"hs_ticket_priority\\": \\"HIGH\\"})"}},"oauth":{"required":true,"provider":"hubspot"}},"huggingface_chat":{"id":"huggingface_chat","name":"Hugging Face Chat","description":"Generate completions using Hugging Face Inference API","version":"1.0","params":{"systemPrompt":{"type":"string","required":false,"visibility":"user-or-llm","description":"System prompt to guide the model behavior"},"content":{"type":"string","required":true,"visibility":"user-or-llm","description":"The user message content to send to the model"},"provider":{"type":"string","required":true,"visibility":"user-only","description":"The provider to use for the API request (e.g., novita, cerebras, etc.)"},"model":{"type":"string","required":true,"visibility":"user-or-llm","description":"Model to use for chat completions (e.g., \\"deepseek/deepseek-v3-0324\\", \\"meta-llama/Llama-3.3-70B-Instruct\\")"},"maxTokens":{"type":"number","required":false,"visibility":"user-only","description":"Maximum number of tokens to generate"},"temperature":{"type":"number","required":false,"visibility":"user-only","description":"Sampling temperature (0-2). Higher values make output more random"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Hugging Face API token"}}},"hunter_companies_find":{"id":"hunter_companies_find","name":"Hunter Companies Find","description":"Enriches company data using domain name.","version":"1.0.0","params":{"domain":{"type":"string","required":true,"visibility":"user-or-llm","description":"Domain to find company data for (e.g., \\"stripe.com\\", \\"company.io\\")"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Hunter.io API Key"}}},"hunter_discover":{"id":"hunter_discover","name":"Hunter Discover","description":"Returns companies matching a set of criteria using Hunter.io AI-powered search.","version":"1.0.0","params":{"query":{"type":"string","required":false,"visibility":"user-or-llm","description":"Natural language search query for companies"},"domain":{"type":"string","required":false,"visibility":"user-or-llm","description":"Company domain name to filter by (e.g., \\"stripe.com\\", \\"company.io\\")"},"headcount":{"type":"string","required":false,"visibility":"user-or-llm","description":"Company size filter (e.g., \\"1-10\\", \\"11-50\\")"},"company_type":{"type":"string","required":false,"visibility":"user-or-llm","description":"Type of organization"},"technology":{"type":"string","required":false,"visibility":"user-or-llm","description":"Technology used by companies"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Hunter.io API Key"}}},"hunter_domain_search":{"id":"hunter_domain_search","name":"Hunter Domain Search","description":"Returns all the email addresses found using one given domain name, with sources.","version":"1.0.0","params":{"domain":{"type":"string","required":true,"visibility":"user-or-llm","description":"Domain name to search for email addresses (e.g., \\"stripe.com\\", \\"company.io\\")"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum email addresses to return (e.g., 10, 25, 50). 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Required if company not provided"},"company":{"type":"string","required":false,"visibility":"user-or-llm","description":"Company name to count emails for (e.g., \\"Stripe\\", \\"Acme Inc\\"). Required if domain not provided"},"type":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter for personal or generic emails only (e.g., \\"personal\\", \\"generic\\", \\"all\\")"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Hunter.io API Key"}}},"hunter_email_finder":{"id":"hunter_email_finder","name":"Hunter Email Finder","description":"Finds the most likely email address for a person given their name and company domain.","version":"1.0.0","params":{"domain":{"type":"string","required":true,"visibility":"user-or-llm","description":"Company domain name (e.g., \\"stripe.com\\", \\"company.io\\")"},"first_name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Person\'s first name (e.g., \\"John\\", \\"Sarah\\")"},"last_name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Person\'s last name (e.g., \\"Smith\\", 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attach"}}},"iam_create_access_key":{"id":"iam_create_access_key","name":"IAM Create Access Key","description":"Create a new access key pair for an IAM user","version":"1.0.0","params":{"region":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"accessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"secretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"userName":{"type":"string","required":false,"visibility":"user-or-llm","description":"The IAM user to create the key for (defaults to current user)"}}},"iam_create_role":{"id":"iam_create_role","name":"IAM Create Role","description":"Create a new IAM role with a trust policy","version":"1.0.0","params":{"region":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"accessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"secretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"roleName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name for the new IAM role (1-64 characters)"},"assumeRolePolicyDocument":{"type":"string","required":true,"visibility":"user-or-llm","description":"Trust policy JSON specifying who can assume this role"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Description of the role"},"path":{"type":"string","required":false,"visibility":"user-or-llm","description":"Path for the role (e.g., /application/), defaults to /"},"maxSessionDuration":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum session duration in seconds (3600-43200, default 3600)"}}},"iam_create_user":{"id":"iam_create_user","name":"IAM 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Costs 0.1 credit per verification (https://www.icypeas.com/pricing).","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Icypeas API key"},"email":{"type":"string","required":true,"visibility":"user-or-llm","description":"Email address to verify (e.g. john@stripe.com)"}}},"identity_center_check_assignment_deletion_status":{"id":"identity_center_check_assignment_deletion_status","name":"Identity Center Check Assignment Deletion Status","description":"Check the deprovisioning status of an account assignment deletion request","version":"1.0.0","params":{"region":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"accessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"secretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access 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Use a UUID or unique string."},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Name of the incident (e.g., \\"Database connection issues\\")"},"summary":{"type":"string","required":false,"visibility":"user-or-llm","description":"Brief summary of the incident (e.g., \\"Intermittent connection failures to primary database\\")"},"severity_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the severity level (e.g., \\"01FCNDV6P870EA6S7TK1DSYDG0\\")"},"incident_type_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"ID of the incident type"},"incident_status_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"ID of the initial incident status"},"visibility":{"type":"string","required":true,"visibility":"user-or-llm","description":"Visibility of the incident: \\"public\\" or \\"private\\" (required)"}}},"incidentio_incidents_list":{"id":"incidentio_incidents_list","name":"incident.io Incidents List","description":"List incidents from incident.io. Returns a list of incidents with their details including severity, status, and timestamps.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"},"page_size":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of incidents to return per page (e.g., 10, 25, 50). Default: 25"},"after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor to fetch the next page of results (e.g., \\"01FCNDV6P870EA6S7TK1DSYDG0\\")"},"sort_by":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort order for incidents: created_at_newest_first or created_at_oldest_first"},"filter_mode":{"type":"string","required":false,"visibility":"user-or-llm","description":"How to combine filters: all or any"}}},"incidentio_incidents_show":{"id":"incidentio_incidents_show","name":"incident.io Incidents Show","description":"Retrieve detailed information about a specific incident from incident.io by its ID. Returns full incident details including custom fields and role assignments.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"},"id":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the incident to retrieve (e.g., \\"01FCNDV6P870EA6S7TK1DSYDG0\\")"}}},"incidentio_incidents_update":{"id":"incidentio_incidents_update","name":"incident.io Incidents Update","description":"Update an existing incident in incident.io. Can update name, summary, severity, status, or type.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"},"id":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the incident to update (e.g., \\"01FCNDV6P870EA6S7TK1DSYDG0\\")"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Updated name of the incident (e.g., \\"Database connection issues\\")"},"summary":{"type":"string","required":false,"visibility":"user-or-llm","description":"Updated summary of the incident (e.g., \\"Intermittent connection failures to primary database\\")"},"severity_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"Updated severity ID for the incident (e.g., \\"01FCNDV6P870EA6S7TK1DSYDG0\\")"},"incident_status_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"Updated status ID for the incident (e.g., \\"01FCNDV6P870EA6S7TK1DSYDG0\\")"},"incident_type_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"Updated incident type ID"},"notify_incident_channel":{"type":"boolean","required":true,"visibility":"user-or-llm","description":"Whether to notify the incident channel about this update"}}},"incidentio_schedule_entries_list":{"id":"incidentio_schedule_entries_list","name":"List Schedule Entries","description":"List all entries for a specific schedule in incident.io","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"},"schedule_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the schedule to get entries for (e.g., \\"01FCNDV6P870EA6S7TK1DSYDG0\\")"},"entry_window_start":{"type":"string","required":false,"visibility":"user-or-llm","description":"Start date/time to filter entries in ISO 8601 format (e.g., \\"2024-01-15T09:00:00Z\\")"},"entry_window_end":{"type":"string","required":false,"visibility":"user-or-llm","description":"End date/time to filter entries in ISO 8601 format (e.g., \\"2024-01-22T09:00:00Z\\")"}}},"incidentio_schedule_overrides_create":{"id":"incidentio_schedule_overrides_create","name":"Create Schedule Override","description":"Create a new schedule override in incident.io","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"},"rotation_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the rotation to override (e.g., \\"01FCNDV6P870EA6S7TK1DSYDG0\\")"},"layer_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the layer this override applies to"},"schedule_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the schedule (e.g., \\"01FCNDV6P870EA6S7TK1DSYDG0\\")"},"user_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"The ID of the user to assign (provide one of: user_id, user_email, or user_slack_id)"},"user_email":{"type":"string","required":false,"visibility":"user-or-llm","description":"The email of the user to assign (provide one of: user_id, user_email, or user_slack_id)"},"user_slack_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"The Slack ID of the user to assign (provide one of: user_id, user_email, or user_slack_id)"},"start_at":{"type":"string","required":true,"visibility":"user-or-llm","description":"When the override starts in ISO 8601 format (e.g., \\"2024-01-15T09:00:00Z\\")"},"end_at":{"type":"string","required":true,"visibility":"user-or-llm","description":"When the override ends in ISO 8601 format (e.g., \\"2024-01-22T09:00:00Z\\")"}}},"incidentio_schedules_create":{"id":"incidentio_schedules_create","name":"Create Schedule","description":"Create a new schedule in incident.io","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name of the schedule (e.g., \\"Primary On-Call\\")"},"timezone":{"type":"string","required":true,"visibility":"user-or-llm","description":"Timezone for the schedule (e.g., America/New_York)"},"config":{"type":"string","required":true,"visibility":"user-or-llm","description":"Schedule configuration as JSON string with rotations. Example: {\\"rotations\\": [{\\"name\\": \\"Primary\\", \\"users\\": [{\\"id\\": \\"user_id\\"}], \\"handover_start_at\\": \\"2024-01-01T09:00:00Z\\", \\"handovers\\": [{\\"interval\\": 1, \\"interval_type\\": \\"weekly\\"}]}]}"}}},"incidentio_schedules_delete":{"id":"incidentio_schedules_delete","name":"Delete Schedule","description":"Delete a schedule in incident.io","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"},"id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the schedule to delete (e.g., \\"01FCNDV6P870EA6S7TK1DSYDG0\\")"}}},"incidentio_schedules_list":{"id":"incidentio_schedules_list","name":"List Schedules","description":"List all schedules in incident.io","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"},"page_size":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (e.g., 10, 25, 50). Default: 25"},"after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor to fetch the next page of results (e.g., \\"01FCNDV6P870EA6S7TK1DSYDG0\\")"}}},"incidentio_schedules_show":{"id":"incidentio_schedules_show","name":"Show Schedule","description":"Get details of a specific schedule in incident.io","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"},"id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the schedule (e.g., \\"01FCNDV6P870EA6S7TK1DSYDG0\\")"}}},"incidentio_schedules_update":{"id":"incidentio_schedules_update","name":"Update Schedule","description":"Update an existing schedule in incident.io","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"},"id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the schedule to update (e.g., \\"01FCNDV6P870EA6S7TK1DSYDG0\\")"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"New name for the schedule (e.g., \\"Primary On-Call\\")"},"timezone":{"type":"string","required":false,"visibility":"user-or-llm","description":"New timezone for the schedule (e.g., America/New_York)"},"config":{"type":"string","required":false,"visibility":"user-or-llm","description":"Schedule configuration as JSON string with rotations. Example: {\\"rotations\\": [{\\"name\\": \\"Primary\\", \\"users\\": [{\\"id\\": \\"user_id\\"}], \\"handover_start_at\\": \\"2024-01-01T09:00:00Z\\", \\"handovers\\": [{\\"interval\\": 1, \\"interval_type\\": \\"weekly\\"}]}]}"}}},"incidentio_severities_list":{"id":"incidentio_severities_list","name":"Incident.io Severities List","description":"List all severity levels configured in your Incident.io workspace. Returns severity details including id, name, description, and rank.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Incident.io API Key"}}},"incidentio_users_list":{"id":"incidentio_users_list","name":"Incident.io Users List","description":"List all users in your Incident.io workspace. Returns user details including id, name, email, and role.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Incident.io API Key"},"page_size":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to return per page (e.g., 10, 25, 50). Default: 25"},"after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor to fetch the next page of results"},"email":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter users by email address"},"slack_user_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter users by Slack user ID"}}},"incidentio_users_show":{"id":"incidentio_users_show","name":"Incident.io Users Show","description":"Get detailed information about a specific user in your Incident.io workspace by their ID.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Incident.io API Key"},"id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The unique identifier of the user to retrieve (e.g., \\"01FCNDV6P870EA6S7TK1DSYDG0\\")"}}},"incidentio_workflows_create":{"id":"incidentio_workflows_create","name":"incident.io Workflows Create","description":"Create a new workflow in incident.io.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name of the workflow (e.g., \\"Notify on Critical Incidents\\")"},"folder":{"type":"string","required":false,"visibility":"user-or-llm","description":"Folder to organize the workflow in"},"state":{"type":"string","required":false,"visibility":"user-or-llm","description":"State of the workflow (active, draft, or disabled)","default":"draft"},"trigger":{"type":"string","required":false,"visibility":"user-or-llm","description":"Trigger type for the workflow (e.g., \\"incident.updated\\", \\"incident.created\\")","default":"incident.updated"},"steps":{"type":"string","required":false,"visibility":"user-or-llm","description":"Array of workflow steps as JSON string. Example: [{\\"label\\": \\"Notify team\\", \\"name\\": \\"slack.post_message\\"}]","default":"[]"},"condition_groups":{"type":"string","required":false,"visibility":"user-or-llm","description":"Array of condition groups as JSON string to control when the workflow runs. Example: [{\\"conditions\\": [{\\"operation\\": \\"one_of\\", \\"param_bindings\\": [], \\"subject\\": \\"incident.severity\\"}]}]","default":"[]"},"runs_on_incidents":{"type":"string","required":false,"visibility":"user-or-llm","description":"When to run the workflow: \\"newly_created\\" (only new incidents), \\"newly_created_and_active\\" (new and active incidents), \\"active\\" (only active incidents), or \\"all\\" (all incidents)","default":"newly_created"},"runs_on_incident_modes":{"type":"string","required":false,"visibility":"user-or-llm","description":"Array of incident modes to run on as JSON string. Example: [\\"standard\\", \\"retrospective\\"]","default":"[\\"standard\\"]"},"include_private_incidents":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to include private incidents","default":true},"continue_on_step_error":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to continue executing subsequent steps if a step fails","default":false},"once_for":{"type":"string","required":false,"visibility":"user-or-llm","description":"Array of fields to ensure the workflow runs only once per unique combination of these fields, as JSON string. Example: [\\"incident.id\\"]","default":"[]"},"expressions":{"type":"string","required":false,"visibility":"user-or-llm","description":"Array of workflow expressions as JSON string for advanced workflow logic. Example: [{\\"label\\": \\"My expression\\", \\"operations\\": []}]","default":"[]"},"delay":{"type":"string","required":false,"visibility":"user-or-llm","description":"Delay configuration as JSON string. Example: {\\"for_seconds\\": 60, \\"conditions_apply_over_delay\\": false}"}}},"incidentio_workflows_delete":{"id":"incidentio_workflows_delete","name":"incident.io Workflows Delete","description":"Delete a workflow in incident.io.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"},"id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the workflow to delete (e.g., \\"01FCNDV6P870EA6S7TK1DSYDG0\\")"}}},"incidentio_workflows_list":{"id":"incidentio_workflows_list","name":"incident.io Workflows List","description":"List all workflows in your incident.io workspace.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"}}},"incidentio_workflows_show":{"id":"incidentio_workflows_show","name":"incident.io Workflows Show","description":"Get details of a specific workflow in incident.io.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"},"id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the workflow to retrieve (e.g., \\"01FCNDV6P870EA6S7TK1DSYDG0\\")"},"skip_step_upgrades":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Skip workflow step upgrades when existing workflow step parameters changed"}}},"incidentio_workflows_update":{"id":"incidentio_workflows_update","name":"incident.io Workflows Update","description":"Update an existing workflow in incident.io.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"incident.io API Key"},"id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the workflow to update (e.g., \\"01FCNDV6P870EA6S7TK1DSYDG0\\")"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"New name for the workflow (e.g., \\"Notify on Critical Incidents\\")"},"steps":{"type":"string","required":true,"visibility":"user-or-llm","description":"Complete array of workflow steps as a JSON string"},"condition_groups":{"type":"string","required":true,"visibility":"user-or-llm","description":"Complete array of workflow condition groups as a JSON string"},"runs_on_incidents":{"type":"string","required":true,"visibility":"user-or-llm","description":"When to run the workflow: newly_created, newly_created_and_active, active, or all"},"runs_on_incident_modes":{"type":"string","required":true,"visibility":"user-or-llm","description":"Complete array of incident modes to run on as a JSON string"},"include_private_incidents":{"type":"boolean","required":true,"visibility":"user-or-llm","description":"Whether to include private incidents"},"continue_on_step_error":{"type":"boolean","required":true,"visibility":"user-or-llm","description":"Whether to continue executing subsequent steps if a step fails"},"once_for":{"type":"string","required":true,"visibility":"user-or-llm","description":"Complete array of fields that make the workflow run once as a JSON string"},"expressions":{"type":"string","required":true,"visibility":"user-or-llm","description":"Complete array of workflow expressions as a JSON string"},"state":{"type":"string","required":false,"visibility":"user-or-llm","description":"New state for the workflow (active, draft, or disabled)"},"folder":{"type":"string","required":false,"visibility":"user-or-llm","description":"New folder for the workflow"},"delay":{"type":"string","required":false,"visibility":"user-or-llm","description":"Delay configuration as a JSON string"}}},"infisical_create_secret":{"id":"infisical_create_secret","name":"Infisical Create Secret","description":"Create a new secret in a project environment.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Infisical API token"},"baseUrl":{"type":"string","required":false,"visibility":"user-or-llm","description":"Infisical instance URL (default: \\"https://us.infisical.com\\"). Use \\"https://eu.infisical.com\\" for EU Cloud or your self-hosted URL."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the project"},"environment":{"type":"string","required":true,"visibility":"user-or-llm","description":"The environment slug (e.g., \\"dev\\", \\"staging\\", \\"prod\\")"},"secretName":{"type":"string","required":true,"visibility":"user-or-llm","description":"The name of the secret to create"},"secretValue":{"type":"string","required":true,"visibility":"user-or-llm","description":"The value of the secret"},"secretPath":{"type":"string","required":false,"visibility":"user-or-llm","description":"The path for the secret (default: \\"/\\")"},"secretComment":{"type":"string","required":false,"visibility":"user-or-llm","description":"A comment for the secret"},"type":{"type":"string","required":false,"visibility":"user-or-llm","description":"Secret type: \\"shared\\" or \\"personal\\" (default: \\"shared\\")"},"tagIds":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated tag IDs to attach to the secret"}}},"infisical_delete_secret":{"id":"infisical_delete_secret","name":"Infisical Delete Secret","description":"Delete a secret from a project environment.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Infisical API token"},"baseUrl":{"type":"string","required":false,"visibility":"user-or-llm","description":"Infisical instance URL (default: \\"https://us.infisical.com\\"). Use \\"https://eu.infisical.com\\" for EU Cloud or your self-hosted URL."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the project"},"environment":{"type":"string","required":true,"visibility":"user-or-llm","description":"The environment slug (e.g., \\"dev\\", \\"staging\\", \\"prod\\")"},"secretName":{"type":"string","required":true,"visibility":"user-or-llm","description":"The name of the secret to delete"},"secretPath":{"type":"string","required":false,"visibility":"user-or-llm","description":"The path of the secret (default: \\"/\\")"},"type":{"type":"string","required":false,"visibility":"user-or-llm","description":"Secret type: \\"shared\\" or \\"personal\\" (default: \\"shared\\")"}}},"infisical_get_secret":{"id":"infisical_get_secret","name":"Infisical Get Secret","description":"Retrieve a single secret by name from a project environment.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Infisical API token"},"baseUrl":{"type":"string","required":false,"visibility":"user-or-llm","description":"Infisical instance URL (default: \\"https://us.infisical.com\\"). Use \\"https://eu.infisical.com\\" for EU Cloud or your self-hosted URL."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the project"},"environment":{"type":"string","required":true,"visibility":"user-or-llm","description":"The environment slug (e.g., \\"dev\\", \\"staging\\", \\"prod\\")"},"secretName":{"type":"string","required":true,"visibility":"user-or-llm","description":"The name of the secret to retrieve"},"secretPath":{"type":"string","required":false,"visibility":"user-or-llm","description":"The path of the secret (default: \\"/\\")"},"version":{"type":"number","required":false,"visibility":"user-or-llm","description":"Specific version of the secret to retrieve"},"type":{"type":"string","required":false,"visibility":"user-or-llm","description":"Secret type: \\"shared\\" or \\"personal\\" (default: \\"shared\\")"},"viewSecretValue":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to include the secret value in the response (default: true)"},"expandSecretReferences":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to expand secret references (default: true)"}}},"infisical_list_secrets":{"id":"infisical_list_secrets","name":"Infisical List Secrets","description":"List all secrets in a project environment. Returns secret keys, values, comments, tags, and metadata.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Infisical API token"},"baseUrl":{"type":"string","required":false,"visibility":"user-or-llm","description":"Infisical instance URL (default: \\"https://us.infisical.com\\"). Use \\"https://eu.infisical.com\\" for EU Cloud or your self-hosted URL."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the project to list secrets from"},"environment":{"type":"string","required":true,"visibility":"user-or-llm","description":"The environment slug (e.g., \\"dev\\", \\"staging\\", \\"prod\\")"},"secretPath":{"type":"string","required":false,"visibility":"user-or-llm","description":"The path of the secrets (default: \\"/\\")"},"recursive":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to fetch secrets recursively from subdirectories"},"expandSecretReferences":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to expand secret references (default: true)"},"viewSecretValue":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to include secret values in the response (default: true)"},"includeImports":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to include imported secrets (default: true)"},"tagSlugs":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated tag slugs to filter secrets by"}}},"infisical_update_secret":{"id":"infisical_update_secret","name":"Infisical Update Secret","description":"Update an existing secret in a project environment.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Infisical API token"},"baseUrl":{"type":"string","required":false,"visibility":"user-or-llm","description":"Infisical instance URL (default: \\"https://us.infisical.com\\"). Use \\"https://eu.infisical.com\\" for EU Cloud or your self-hosted URL."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the project"},"environment":{"type":"string","required":true,"visibility":"user-or-llm","description":"The environment slug (e.g., \\"dev\\", \\"staging\\", \\"prod\\")"},"secretName":{"type":"string","required":true,"visibility":"user-or-llm","description":"The name of the secret to update"},"secretValue":{"type":"string","required":false,"visibility":"user-or-llm","description":"The new value for the secret"},"secretPath":{"type":"string","required":false,"visibility":"user-or-llm","description":"The path of the secret (default: \\"/\\")"},"secretComment":{"type":"string","required":false,"visibility":"user-or-llm","description":"A comment for the secret"},"newSecretName":{"type":"string","required":false,"visibility":"user-or-llm","description":"New name for the secret (to rename it)"},"type":{"type":"string","required":false,"visibility":"user-or-llm","description":"Secret type: \\"shared\\" or \\"personal\\" (default: \\"shared\\")"},"tagIds":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated tag IDs to set on the secret"}}},"instagram_delete_comment":{"id":"instagram_delete_comment","name":"Instagram Delete Comment","description":"Delete a comment on Instagram media","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Instagram API"},"commentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Comment id to delete"}},"oauth":{"required":true,"provider":"instagram"}},"instagram_download_media":{"id":"instagram_download_media","name":"Instagram Download Media","description":"Download Instagram media into canonical User Files for downstream file inputs (100 MB max per 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visitor"},"enrichment_status":{"type":"number","required":false,"visibility":"user-or-llm","description":"Enrichment status filter"},"esg_code":{"type":"string","required":false,"visibility":"user-or-llm","description":"Email security gateway code filter"}}},"instantly_patch_campaign":{"id":"instantly_patch_campaign","name":"Instantly Patch Campaign","description":"Updates documented Instantly V2 campaign fields.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Instantly API key with the required V2 scopes"},"campaignId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Campaign ID"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Campaign name"},"campaign_schedule":{"type":"json","required":false,"visibility":"user-or-llm","description":"Campaign schedule object with schedules array"},"sequences":{"type":"array","required":false,"visibility":"user-or-llm","description":"Campaign sequence definitions","items":{"type":"object","description":"Sequence object"}},"email_list":{"type":"array","required":false,"visibility":"user-or-llm","description":"Sending email accounts","items":{"type":"string","description":"Email address"}},"daily_limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Daily sending limit"},"daily_max_leads":{"type":"number","required":false,"visibility":"user-or-llm","description":"Daily maximum new leads to contact"},"open_tracking":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to track opens"},"stop_on_reply":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to stop the campaign on reply"},"link_tracking":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to track links"},"text_only":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the campaign is text only"},"email_gap":{"type":"number","required":false,"visibility":"user-or-llm","description":"Gap between emails in minutes"},"pl_value":{"type":"number","required":false,"visibility":"user-or-llm","description":"Value of every positive lead"}}},"instantly_patch_lead":{"id":"instantly_patch_lead","name":"Instantly Patch Lead","description":"Updates fields on an existing Instantly V2 lead.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Instantly API key with the required V2 scopes"},"leadId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Lead ID"},"first_name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Lead first name"},"last_name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Lead last name"},"company_name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Lead company name"},"job_title":{"type":"string","required":false,"visibility":"user-or-llm","description":"Lead job title"},"phone":{"type":"string","required":false,"visibility":"user-or-llm","description":"Lead phone number"},"website":{"type":"string","required":false,"visibility":"user-or-llm","description":"Lead website"},"personalization":{"type":"string","required":false,"visibility":"user-or-llm","description":"Lead personalization text"},"lt_interest_status":{"type":"number","required":false,"visibility":"user-or-llm","description":"Lead interest status value"},"pl_value_lead":{"type":"string","required":false,"visibility":"user-or-llm","description":"Potential value of the lead"},"assigned_to":{"type":"string","required":false,"visibility":"user-or-llm","description":"ID of the user assigned to the lead"},"custom_variables":{"type":"json","required":false,"visibility":"user-or-llm","description":"Custom variable object with string, number, boolean, or null values"}}},"instantly_pause_campaign":{"id":"instantly_pause_campaign","name":"Instantly Pause Campaign","description":"Pauses a running Instantly V2 campaign, stopping further email sends.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Instantly API key with the required V2 scopes"},"campaignId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Campaign ID"}}},"instantly_reply_to_email":{"id":"instantly_reply_to_email","name":"Instantly Reply To Email","description":"Sends an Instantly V2 reply to an existing Unibox email.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Instantly API key with the required V2 scopes"},"eaccount":{"type":"string","required":true,"visibility":"user-or-llm","description":"Connected email account used to send the reply"},"reply_to_uuid":{"type":"string","required":true,"visibility":"user-or-llm","description":"Email ID to reply to"},"subject":{"type":"string","required":true,"visibility":"user-or-llm","description":"Reply subject"},"body":{"type":"json","required":true,"visibility":"user-or-llm","description":"Reply body object with text and/or html"},"cc_address_email_list":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated CC email addresses"},"bcc_address_email_list":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated BCC email addresses"}}},"instantly_update_lead_interest_status":{"id":"instantly_update_lead_interest_status","name":"Instantly Update Lead Interest Status","description":"Submits an Instantly V2 background job to update a lead interest status.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Instantly API key with the required V2 scopes"},"lead_email":{"type":"string","required":true,"visibility":"user-or-llm","description":"Lead email address"},"interest_value":{"type":"number","required":false,"visibility":"user-or-llm","description":"Interest status value. Leave empty in the block or pass null to reset to Lead."},"campaign_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"Campaign ID for the lead"},"list_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"Lead list ID for the lead"},"ai_interest_value":{"type":"number","required":false,"visibility":"user-or-llm","description":"AI interest value to set for the lead"},"disable_auto_interest":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to disable auto interest"}}},"intercom_assign_conversation_v2":{"id":"intercom_assign_conversation_v2","name":"Assign Conversation in Intercom","description":"Assign a conversation to an admin or team in Intercom","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"conversationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the conversation to assign"},"admin_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the admin performing the assignment"},"assignee_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the admin or team to assign the conversation to. Set to \\"0\\" to unassign."},"body":{"type":"string","required":false,"visibility":"user-or-llm","description":"Optional message to add when assigning (e.g., \\"Passing to the support team\\")"}}},"intercom_attach_contact_to_company_v2":{"id":"intercom_attach_contact_to_company_v2","name":"Attach Contact to Company in Intercom","description":"Attach a contact to a company in Intercom","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"contactId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the contact to attach to the company"},"companyId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the company to attach the contact to"}}},"intercom_close_conversation_v2":{"id":"intercom_close_conversation_v2","name":"Close Conversation in Intercom","description":"Close a conversation in Intercom","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"conversationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the conversation to close"},"admin_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the admin performing the action"},"body":{"type":"string","required":false,"visibility":"user-or-llm","description":"Optional closing message to add to the conversation"}}},"intercom_create_company":{"id":"intercom_create_company","name":"Create Company in Intercom","description":"Create or update a company in Intercom","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"company_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"Your unique identifier for the company"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"The name of the company"},"website":{"type":"string","required":false,"visibility":"user-or-llm","description":"The company website"},"plan":{"type":"string","required":false,"visibility":"user-or-llm","description":"The company plan name"},"size":{"type":"number","required":false,"visibility":"user-or-llm","description":"The number of employees in the company"},"industry":{"type":"string","required":false,"visibility":"user-or-llm","description":"The industry the company operates in"},"monthly_spend":{"type":"number","required":false,"visibility":"user-or-llm","description":"How much revenue the company generates for your business. Note: This field truncates floats to whole integers (e.g., 155.98 becomes 155)"},"custom_attributes":{"type":"string","required":false,"visibility":"user-or-llm","description":"Custom attributes as JSON object"},"remote_created_at":{"type":"number","required":false,"visibility":"user-or-llm","description":"The time the company was created by you as a Unix timestamp"}}},"intercom_create_company_v2":{"id":"intercom_create_company_v2","name":"Create Company in Intercom","description":"Create or update a company in Intercom","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"company_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"Your unique identifier for the company"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"The name of the company"},"website":{"type":"string","required":false,"visibility":"user-or-llm","description":"The company website"},"plan":{"type":"string","required":false,"visibility":"user-or-llm","description":"The company plan name"},"size":{"type":"number","required":false,"visibility":"user-or-llm","description":"The number of employees in the company"},"industry":{"type":"string","required":false,"visibility":"user-or-llm","description":"The industry the company operates in"},"monthly_spend":{"type":"number","required":false,"visibility":"user-or-llm","description":"How much revenue the company generates for your business. Note: This field truncates floats to whole integers (e.g., 155.98 becomes 155)"},"custom_attributes":{"type":"string","required":false,"visibility":"user-or-llm","description":"Custom attributes as JSON object"},"remote_created_at":{"type":"number","required":false,"visibility":"user-or-llm","description":"The time the company was created by you as a Unix timestamp"}}},"intercom_create_contact":{"id":"intercom_create_contact","name":"Create Contact in Intercom","description":"Create a new contact in Intercom with email, external_id, or role","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"role":{"type":"string","required":false,"visibility":"user-or-llm","description":"The role of the contact. Accepts \'user\' or \'lead\'. Defaults to \'lead\' if not specified."},"email":{"type":"string","required":false,"visibility":"user-or-llm","description":"The contact\'s email address"},"external_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"A unique identifier for the contact provided by the client"},"phone":{"type":"string","required":false,"visibility":"user-or-llm","description":"The contact\'s phone number"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"The contact\'s name"},"avatar":{"type":"string","required":false,"visibility":"user-or-llm","description":"An avatar image URL for the contact"},"signed_up_at":{"type":"number","required":false,"visibility":"user-or-llm","description":"The time the user signed up as a Unix timestamp"},"last_seen_at":{"type":"number","required":false,"visibility":"user-or-llm","description":"The time the user was last seen as a Unix timestamp"},"owner_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"The id of an admin that has been assigned account ownership of the contact"},"unsubscribed_from_emails":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the contact is unsubscribed from emails"},"custom_attributes":{"type":"string","required":false,"visibility":"user-or-llm","description":"Custom attributes as JSON object (e.g., {\\"attribute_name\\": \\"value\\"})"},"company_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"Company ID to associate the contact with during creation"}}},"intercom_create_contact_v2":{"id":"intercom_create_contact_v2","name":"Create Contact in Intercom","description":"Create a new contact in Intercom with email, external_id, or role. Returns API-aligned fields only.","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"role":{"type":"string","required":false,"visibility":"user-or-llm","description":"The role of the contact. Accepts \'user\' or \'lead\'. Defaults to \'lead\' if not specified."},"email":{"type":"string","required":false,"visibility":"user-or-llm","description":"The contact\'s email address"},"external_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"A unique identifier for the contact provided by the client"},"phone":{"type":"string","required":false,"visibility":"user-or-llm","description":"The contact\'s phone number"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"The contact\'s name"},"avatar":{"type":"string","required":false,"visibility":"user-or-llm","description":"An avatar image URL for the contact"},"signed_up_at":{"type":"number","required":false,"visibility":"user-or-llm","description":"The time the user signed up as a Unix timestamp"},"last_seen_at":{"type":"number","required":false,"visibility":"user-or-llm","description":"The time the user was last seen as a Unix timestamp"},"owner_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"The id of an admin that has been assigned account ownership of the contact"},"unsubscribed_from_emails":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the contact is unsubscribed from emails"},"custom_attributes":{"type":"string","required":false,"visibility":"user-or-llm","description":"Custom attributes as JSON object (e.g., {\\"attribute_name\\": \\"value\\"})"},"company_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"Company ID to associate the contact with during creation"}}},"intercom_create_event_v2":{"id":"intercom_create_event_v2","name":"Create Event in Intercom","description":"Track a custom event for a contact in Intercom","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"event_name":{"type":"string","required":true,"visibility":"user-or-llm","description":"The name of the event (e.g., \\"order-completed\\"). Use past-tense verb-noun format for readability."},"created_at":{"type":"number","required":false,"visibility":"user-or-llm","description":"Unix timestamp for when the event occurred. Strongly recommended for uniqueness."},"user_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"Your identifier for the user (external_id)"},"email":{"type":"string","required":false,"visibility":"user-or-llm","description":"Email address of the user. Use only if your app uses email to uniquely identify users."},"id":{"type":"string","required":false,"visibility":"user-or-llm","description":"The Intercom contact ID"},"metadata":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON object with up to 10 metadata key-value pairs about the event (e.g., {\\"order_value\\": 99.99})"}}},"intercom_create_message":{"id":"intercom_create_message","name":"Create Message in Intercom","description":"Create and send a new admin-initiated message in Intercom","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"message_type":{"type":"string","required":true,"visibility":"user-or-llm","description":"Message type: \\"inapp\\" for in-app messages or \\"email\\" for email messages"},"template":{"type":"string","required":true,"visibility":"user-or-llm","description":"Message template style: \\"plain\\" for plain text or \\"personal\\" for personalized style"},"subject":{"type":"string","required":false,"visibility":"user-or-llm","description":"The subject of the message (for email type)"},"body":{"type":"string","required":true,"visibility":"user-or-llm","description":"The body of the message"},"from_type":{"type":"string","required":true,"visibility":"user-or-llm","description":"Sender type: \\"admin\\""},"from_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the admin sending the message"},"to_type":{"type":"string","required":true,"visibility":"user-or-llm","description":"Recipient type: \\"contact\\""},"to_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the contact receiving the message"},"created_at":{"type":"number","required":false,"visibility":"user-or-llm","description":"Unix timestamp for when the message was created. If not provided, current time is used."}}},"intercom_create_message_v2":{"id":"intercom_create_message_v2","name":"Create Message in Intercom","description":"Create and send a new admin-initiated message in Intercom. Returns API-aligned fields only.","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"message_type":{"type":"string","required":true,"visibility":"user-or-llm","description":"Message type: \\"inapp\\" for in-app messages or \\"email\\" for email messages"},"template":{"type":"string","required":true,"visibility":"user-or-llm","description":"Message template style: \\"plain\\" for plain text or \\"personal\\" for personalized style"},"subject":{"type":"string","required":false,"visibility":"user-or-llm","description":"The subject of the message (for email type)"},"body":{"type":"string","required":true,"visibility":"user-or-llm","description":"The body of the message"},"from_type":{"type":"string","required":true,"visibility":"user-or-llm","description":"Sender type: \\"admin\\""},"from_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the admin sending the message"},"to_type":{"type":"string","required":true,"visibility":"user-or-llm","description":"Recipient type: \\"contact\\""},"to_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the contact receiving the message"},"created_at":{"type":"number","required":false,"visibility":"user-or-llm","description":"Unix timestamp for when the message was created. If not provided, current time is used."}}},"intercom_create_note_v2":{"id":"intercom_create_note_v2","name":"Create Note in Intercom","description":"Add a note to a specific contact","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"contactId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the contact to add the note to"},"body":{"type":"string","required":true,"visibility":"user-or-llm","description":"The text content of the note"},"admin_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"The ID of the admin creating the note"}}},"intercom_create_tag_v2":{"id":"intercom_create_tag_v2","name":"Create Tag in Intercom","description":"Create a new tag or update an existing tag name","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"The name of the tag. Will create a new tag if not found, or update the name if id is provided."},"id":{"type":"string","required":false,"visibility":"user-or-llm","description":"The ID of an existing tag to update. Omit to create a new tag."}}},"intercom_create_ticket":{"id":"intercom_create_ticket","name":"Create Ticket in Intercom","description":"Create a new ticket in Intercom","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"ticket_type_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the ticket type"},"contacts":{"type":"string","required":true,"visibility":"user-or-llm","description":"JSON array of contact identifiers (e.g., [{\\"id\\": \\"contact_id\\"}])"},"ticket_attributes":{"type":"string","required":true,"visibility":"user-or-llm","description":"JSON object with ticket attributes including _default_title_ and _default_description_"},"company_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"Company ID to associate the ticket with"},"created_at":{"type":"number","required":false,"visibility":"user-or-llm","description":"Unix timestamp for when the ticket was created. If not provided, current time is used."},"conversation_to_link_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"ID of an existing conversation to link to this ticket"},"disable_notifications":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"When true, suppresses notifications when the ticket is created"}}},"intercom_create_ticket_v2":{"id":"intercom_create_ticket_v2","name":"Create Ticket in Intercom","description":"Create a new ticket in Intercom. Returns API-aligned fields only.","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"ticket_type_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the ticket type"},"contacts":{"type":"string","required":true,"visibility":"user-or-llm","description":"JSON array of contact identifiers (e.g., [{\\"id\\": \\"contact_id\\"}])"},"ticket_attributes":{"type":"string","required":true,"visibility":"user-or-llm","description":"JSON object with ticket attributes including _default_title_ and _default_description_"},"company_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"Company ID to associate the ticket with"},"created_at":{"type":"number","required":false,"visibility":"user-or-llm","description":"Unix timestamp for when the ticket was created. If not provided, current time is used."},"conversation_to_link_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"ID of an existing conversation to link to this ticket"},"disable_notifications":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"When true, suppresses notifications when the ticket is created"}}},"intercom_delete_contact":{"id":"intercom_delete_contact","name":"Delete Contact from Intercom","description":"Delete a contact from Intercom by ID","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"contactId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Contact ID to delete"}}},"intercom_delete_contact_v2":{"id":"intercom_delete_contact_v2","name":"Delete Contact from Intercom","description":"Delete a contact from Intercom by ID. Returns API-aligned fields only.","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"contactId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Contact ID to delete"}}},"intercom_detach_contact_from_company_v2":{"id":"intercom_detach_contact_from_company_v2","name":"Detach Contact from Company in Intercom","description":"Remove a contact from a company in Intercom","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"contactId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the contact to detach from the company"},"companyId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the company to detach the contact from"}}},"intercom_get_company":{"id":"intercom_get_company","name":"Get Company from Intercom","description":"Retrieve a single company by ID from Intercom","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"companyId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Company ID to retrieve"}}},"intercom_get_company_v2":{"id":"intercom_get_company_v2","name":"Get Company from Intercom","description":"Retrieve a single company by ID from Intercom","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"companyId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Company ID to retrieve"}}},"intercom_get_contact":{"id":"intercom_get_contact","name":"Get Single Contact from Intercom","description":"Get a single contact by ID from Intercom","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"contactId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Contact ID to retrieve"}}},"intercom_get_contact_v2":{"id":"intercom_get_contact_v2","name":"Get Single Contact from Intercom","description":"Get a single contact by ID from Intercom. Returns API-aligned fields only.","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"contactId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Contact ID to retrieve"}}},"intercom_get_conversation":{"id":"intercom_get_conversation","name":"Get Conversation from Intercom","description":"Retrieve a single conversation by ID from Intercom","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"conversationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Conversation ID to retrieve"},"display_as":{"type":"string","required":false,"visibility":"user-or-llm","description":"Set to \\"plaintext\\" to retrieve messages in plain text"},"include_translations":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"When true, conversation parts will be translated to the detected language of the conversation"}}},"intercom_get_conversation_v2":{"id":"intercom_get_conversation_v2","name":"Get Conversation from Intercom","description":"Retrieve a single conversation by ID from Intercom","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"conversationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Conversation ID to retrieve"},"display_as":{"type":"string","required":false,"visibility":"user-or-llm","description":"Set to \\"plaintext\\" to retrieve messages in plain text"},"include_translations":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"When true, conversation parts will be translated to the detected language of the conversation"}}},"intercom_get_ticket":{"id":"intercom_get_ticket","name":"Get Ticket from Intercom","description":"Retrieve a single ticket by ID from Intercom","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"ticketId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Ticket ID to retrieve"}}},"intercom_get_ticket_v2":{"id":"intercom_get_ticket_v2","name":"Get Ticket from Intercom","description":"Retrieve a single ticket by ID from Intercom. Returns API-aligned fields only.","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"ticketId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Ticket ID to retrieve"}}},"intercom_list_admins_v2":{"id":"intercom_list_admins_v2","name":"List Admins from Intercom","description":"Fetch a list of all admins for the workspace","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"}}},"intercom_list_companies":{"id":"intercom_list_companies","name":"List Companies from Intercom","description":"List all companies from Intercom with pagination support. Note: This endpoint has a limit of 10,000 companies that can be returned using pagination. For datasets larger than 10,000 companies, use the Scroll API instead.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"per_page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number"},"starting_after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor for pagination (preferred over page-based pagination)"}}},"intercom_list_companies_v2":{"id":"intercom_list_companies_v2","name":"List Companies from Intercom","description":"List all companies from Intercom with pagination support. Note: This endpoint has a limit of 10,000 companies that can be returned using pagination. For datasets larger than 10,000 companies, use the Scroll API instead.","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"per_page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number"},"starting_after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor for pagination (preferred over page-based pagination)"}}},"intercom_list_contacts":{"id":"intercom_list_contacts","name":"List Contacts from Intercom","description":"List all contacts from Intercom with pagination support","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"per_page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (max: 150)"},"starting_after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor for pagination - ID to start after"}}},"intercom_list_contacts_v2":{"id":"intercom_list_contacts_v2","name":"List Contacts from Intercom","description":"List all contacts from Intercom with pagination support","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"per_page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (max: 150)"},"starting_after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor for pagination - ID to start after"}}},"intercom_list_conversations":{"id":"intercom_list_conversations","name":"List Conversations from Intercom","description":"List all conversations from Intercom with pagination support","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"per_page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (max: 150)"},"starting_after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor for pagination"},"sort":{"type":"string","required":false,"visibility":"user-or-llm","description":"Field to sort by (e.g., \\"waiting_since\\", \\"updated_at\\", \\"created_at\\")"},"order":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort order: \\"asc\\" (ascending) or \\"desc\\" (descending)"}}},"intercom_list_conversations_v2":{"id":"intercom_list_conversations_v2","name":"List Conversations from Intercom","description":"List all conversations from Intercom with pagination support","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"per_page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (max: 150)"},"starting_after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor for pagination"},"sort":{"type":"string","required":false,"visibility":"user-or-llm","description":"Field to sort by (e.g., \\"waiting_since\\", \\"updated_at\\", \\"created_at\\")"},"order":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort order: \\"asc\\" (ascending) or \\"desc\\" (descending)"}}},"intercom_list_tags_v2":{"id":"intercom_list_tags_v2","name":"List Tags from Intercom","description":"Fetch a list of all tags in the workspace","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"}}},"intercom_open_conversation_v2":{"id":"intercom_open_conversation_v2","name":"Open Conversation in Intercom","description":"Open a closed or snoozed conversation in Intercom","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"conversationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the conversation to open"},"admin_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the admin performing the action"}}},"intercom_reply_conversation":{"id":"intercom_reply_conversation","name":"Reply to Conversation in Intercom","description":"Reply to a conversation as an admin in Intercom","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"conversationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Conversation ID to reply to"},"message_type":{"type":"string","required":true,"visibility":"user-or-llm","description":"Message type: \\"comment\\" or \\"note\\""},"body":{"type":"string","required":true,"visibility":"user-or-llm","description":"The text body of the reply"},"admin_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"The ID of the admin authoring the reply. If not provided, a default admin (Operator/Fin) will be used."},"attachment_urls":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of image URLs (max 10)"},"created_at":{"type":"number","required":false,"visibility":"user-or-llm","description":"Unix timestamp for when the reply was created. If not provided, current time is used."}}},"intercom_reply_conversation_v2":{"id":"intercom_reply_conversation_v2","name":"Reply to Conversation in Intercom","description":"Reply to a conversation as an admin in Intercom","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"conversationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Conversation ID to reply to"},"message_type":{"type":"string","required":true,"visibility":"user-or-llm","description":"Message type: \\"comment\\" or \\"note\\""},"body":{"type":"string","required":true,"visibility":"user-or-llm","description":"The text body of the reply"},"admin_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"The ID of the admin authoring the reply. If not provided, a default admin (Operator/Fin) will be used."},"attachment_urls":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of image URLs (max 10)"},"created_at":{"type":"number","required":false,"visibility":"user-or-llm","description":"Unix timestamp for when the reply was created. If not provided, current time is used."}}},"intercom_search_contacts":{"id":"intercom_search_contacts","name":"Search Contacts in Intercom","description":"Search for contacts in Intercom using a query","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"query":{"type":"string","required":true,"visibility":"user-or-llm","description":"Search query (e.g., {\\"field\\":\\"email\\",\\"operator\\":\\"=\\",\\"value\\":\\"user@example.com\\"})"},"per_page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (max: 150)"},"starting_after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor for pagination"},"sort_field":{"type":"string","required":false,"visibility":"user-or-llm","description":"Field to sort by (e.g., \\"name\\", \\"created_at\\", \\"last_seen_at\\")"},"sort_order":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort order: \\"ascending\\" or \\"descending\\""}}},"intercom_search_contacts_v2":{"id":"intercom_search_contacts_v2","name":"Search Contacts in Intercom","description":"Search for contacts in Intercom using a query","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"query":{"type":"string","required":true,"visibility":"user-or-llm","description":"Search query (e.g., {\\"field\\":\\"email\\",\\"operator\\":\\"=\\",\\"value\\":\\"user@example.com\\"})"},"per_page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (max: 150)"},"starting_after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor for pagination"},"sort_field":{"type":"string","required":false,"visibility":"user-or-llm","description":"Field to sort by (e.g., \\"name\\", \\"created_at\\", \\"last_seen_at\\")"},"sort_order":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort order: \\"ascending\\" or \\"descending\\""}}},"intercom_search_conversations":{"id":"intercom_search_conversations","name":"Search Conversations in Intercom","description":"Search for conversations in Intercom using a query","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"query":{"type":"string","required":true,"visibility":"user-or-llm","description":"Search query as JSON object"},"per_page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (max: 150)"},"starting_after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor for pagination"},"sort_field":{"type":"string","required":false,"visibility":"user-or-llm","description":"Field to sort by (e.g., \\"created_at\\", \\"updated_at\\")"},"sort_order":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort order: \\"ascending\\" or \\"descending\\""}}},"intercom_search_conversations_v2":{"id":"intercom_search_conversations_v2","name":"Search Conversations in Intercom","description":"Search for conversations in Intercom using a query. Returns API-aligned fields only.","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"query":{"type":"string","required":true,"visibility":"user-or-llm","description":"Search query as JSON object"},"per_page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (max: 150)"},"starting_after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor for pagination"},"sort_field":{"type":"string","required":false,"visibility":"user-or-llm","description":"Field to sort by (e.g., \\"created_at\\", \\"updated_at\\")"},"sort_order":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort order: \\"ascending\\" or \\"descending\\""}}},"intercom_snooze_conversation_v2":{"id":"intercom_snooze_conversation_v2","name":"Snooze Conversation in Intercom","description":"Snooze a conversation to reopen at a future time","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"conversationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the conversation to snooze"},"admin_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the admin performing the action"},"snoozed_until":{"type":"number","required":true,"visibility":"user-or-llm","description":"Unix timestamp for when the conversation should reopen"}}},"intercom_tag_contact_v2":{"id":"intercom_tag_contact_v2","name":"Tag Contact in Intercom","description":"Add a tag to a specific contact","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"contactId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the contact to tag"},"tagId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the tag to apply"}}},"intercom_tag_conversation_v2":{"id":"intercom_tag_conversation_v2","name":"Tag Conversation in Intercom","description":"Add a tag to a specific conversation","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"conversationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the conversation to tag"},"tagId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the tag to apply"},"admin_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the admin applying the tag"}}},"intercom_untag_contact_v2":{"id":"intercom_untag_contact_v2","name":"Untag Contact in Intercom","description":"Remove a tag from a specific contact","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"contactId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the contact to untag"},"tagId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the tag to remove"}}},"intercom_update_contact":{"id":"intercom_update_contact","name":"Update Contact in Intercom","description":"Update an existing contact in Intercom","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"contactId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Contact ID to update"},"role":{"type":"string","required":false,"visibility":"user-or-llm","description":"The role of the contact. Accepts \'user\' or \'lead\'."},"external_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"A unique identifier for the contact provided by the client"},"email":{"type":"string","required":false,"visibility":"user-or-llm","description":"The contact\'s email address"},"phone":{"type":"string","required":false,"visibility":"user-or-llm","description":"The contact\'s phone number"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"The contact\'s name"},"avatar":{"type":"string","required":false,"visibility":"user-or-llm","description":"An avatar image URL for the contact"},"signed_up_at":{"type":"number","required":false,"visibility":"user-or-llm","description":"The time the user signed up as a Unix timestamp"},"last_seen_at":{"type":"number","required":false,"visibility":"user-or-llm","description":"The time the user was last seen as a Unix timestamp"},"owner_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"The id of an admin that has been assigned account ownership of the contact"},"unsubscribed_from_emails":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the contact is unsubscribed from emails"},"custom_attributes":{"type":"string","required":false,"visibility":"user-or-llm","description":"Custom attributes as JSON object (e.g., {\\"attribute_name\\": \\"value\\"})"},"company_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"Company ID to associate the contact with"}}},"intercom_update_contact_v2":{"id":"intercom_update_contact_v2","name":"Update Contact in Intercom","description":"Update an existing contact in Intercom. Returns API-aligned fields only.","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"contactId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Contact ID to update"},"role":{"type":"string","required":false,"visibility":"user-or-llm","description":"The role of the contact. Accepts \'user\' or \'lead\'."},"external_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"A unique identifier for the contact provided by the client"},"email":{"type":"string","required":false,"visibility":"user-or-llm","description":"The contact\'s email address"},"phone":{"type":"string","required":false,"visibility":"user-or-llm","description":"The contact\'s phone number"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"The contact\'s name"},"avatar":{"type":"string","required":false,"visibility":"user-or-llm","description":"An avatar image URL for the contact"},"signed_up_at":{"type":"number","required":false,"visibility":"user-or-llm","description":"The time the user signed up as a Unix timestamp"},"last_seen_at":{"type":"number","required":false,"visibility":"user-or-llm","description":"The time the user was last seen as a Unix timestamp"},"owner_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"The id of an admin that has been assigned account ownership of the contact"},"unsubscribed_from_emails":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the contact is unsubscribed from emails"},"custom_attributes":{"type":"string","required":false,"visibility":"user-or-llm","description":"Custom attributes as JSON object (e.g., {\\"attribute_name\\": \\"value\\"})"},"company_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"Company ID to associate the contact with"}}},"intercom_update_ticket_v2":{"id":"intercom_update_ticket_v2","name":"Update Ticket in Intercom","description":"Update a ticket in Intercom (change state, assignment, attributes)","version":"2.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"Intercom API access token"},"ticketId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the ticket to update"},"ticket_attributes":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON object with ticket attributes (e.g., {\\"_default_title_\\":\\"New Title\\",\\"_default_description_\\":\\"Updated description\\"})"},"open":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Set to false to close the ticket, true to keep it open"},"is_shared":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the ticket is visible to users"},"snoozed_until":{"type":"number","required":false,"visibility":"user-or-llm","description":"Unix timestamp for when the ticket should reopen"},"admin_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"The ID of the admin performing the update (needed for workflows and attribution)"},"assignee_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"The ID of the admin or team to assign the ticket to. Set to \\"0\\" to unassign."}}},"jina_read_url":{"id":"jina_read_url","name":"Jina Reader","description":"Extract and process web content into clean, LLM-friendly text using Jina AI Reader. Supports advanced content parsing, link gathering, and multiple output formats with configurable processing options.","version":"1.0.0","params":{"url":{"type":"string","required":true,"visibility":"user-or-llm","description":"The URL to read and convert to markdown (e.g., \\"https://example.com/page\\")"},"useReaderLMv2":{"type":"boolean","required":false,"visibility":"user-only","description":"Whether to use ReaderLM-v2 for better quality (3x token cost)"},"gatherLinks":{"type":"boolean","required":false,"visibility":"user-only","description":"Whether to gather all links at the end"},"jsonResponse":{"type":"boolean","required":false,"visibility":"user-only","description":"Whether to return response in JSON format"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Your Jina AI API key"},"withImagesummary":{"type":"boolean","required":false,"visibility":"user-only","description":"Gather all images from the page with metadata"},"retainImages":{"type":"string","required":false,"visibility":"user-only","description":"Control image inclusion: \\"none\\" removes all, \\"all\\" keeps all"},"returnFormat":{"type":"string","required":false,"visibility":"user-only","description":"Output format: markdown, html, text, screenshot, or pageshot"},"withIframe":{"type":"boolean","required":false,"visibility":"user-only","description":"Include iframe content in extraction"},"withShadowDom":{"type":"boolean","required":false,"visibility":"user-only","description":"Extract Shadow DOM content"},"noCache":{"type":"boolean","required":false,"visibility":"user-only","description":"Bypass cached content for real-time retrieval"},"withGeneratedAlt":{"type":"boolean","required":false,"visibility":"user-only","description":"Generate alt text for images using VLM"},"robotsTxt":{"type":"string","required":false,"visibility":"user-only","description":"Bot User-Agent for robots.txt checking"},"dnt":{"type":"boolean","required":false,"visibility":"user-only","description":"Do Not Track - prevents caching/tracking"},"noGfm":{"type":"boolean","required":false,"visibility":"user-only","description":"Disable GitHub Flavored Markdown"}}},"jina_search":{"id":"jina_search","name":"Jina Search","description":"Search the web and return top 5 results with LLM-friendly content. Each result is automatically processed through Jina Reader API. Supports geographic filtering, site restrictions, and pagination.","version":"1.0.0","params":{"q":{"type":"string","required":true,"visibility":"user-or-llm","description":"Search query string (e.g., \\"machine learning tutorials\\")"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Your Jina AI API key"},"num":{"type":"number","required":false,"visibility":"user-only","description":"Maximum number of results per page (default: 5)"},"site":{"type":"string","required":false,"visibility":"user-only","description":"Restrict results to specific domain(s). Can be comma-separated for multiple sites (e.g., \\"jina.ai,github.com\\")"},"withFavicon":{"type":"boolean","required":false,"visibility":"user-only","description":"Include website favicons in results"},"withImagesummary":{"type":"boolean","required":false,"visibility":"user-only","description":"Gather all images from result pages with metadata"},"withLinksummary":{"type":"boolean","required":false,"visibility":"user-only","description":"Gather all links from result pages"},"retainImages":{"type":"string","required":false,"visibility":"user-only","description":"Control image inclusion: \\"none\\" removes all, \\"all\\" keeps all"},"noCache":{"type":"boolean","required":false,"visibility":"user-only","description":"Bypass cached content for real-time retrieval"},"withGeneratedAlt":{"type":"boolean","required":false,"visibility":"user-only","description":"Generate alt text for images using VLM"},"respondWith":{"type":"string","required":false,"visibility":"user-only","description":"Set to \\"no-content\\" to get only metadata without page content"},"returnFormat":{"type":"string","required":false,"visibility":"user-only","description":"Output format: markdown, html, text, screenshot, or pageshot"}}},"jira_add_attachment":{"id":"jira_add_attachment","name":"Jira Add Attachment","description":"Add attachments to a Jira issue","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Jira"},"domain":{"type":"string","required":true,"visibility":"user-only","description":"Your Jira domain (e.g., yourcompany.atlassian.net)"},"issueKey":{"type":"string","required":true,"visibility":"user-or-llm","description":"Jira issue key to add attachments to (e.g., PROJ-123)"},"files":{"type":"file[]","required":true,"visibility":"user-only","description":"Files to attach to the Jira issue"},"cloudId":{"type":"string","required":false,"visibility":"hidden","description":"Jira Cloud ID for the instance. If not provided, it will be fetched using the domain."}},"oauth":{"required":true,"provider":"jira"}},"jira_add_comment":{"id":"jira_add_comment","name":"Jira Add Comment","description":"Add a comment to a Jira issue","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Jira"},"domain":{"type":"string","required":true,"visibility":"user-only","description":"Your Jira domain (e.g., yourcompany.atlassian.net)"},"issueKey":{"type":"string","required":true,"visibility":"user-or-llm","description":"Jira issue key to add comment to (e.g., PROJ-123)"},"body":{"type":"string","required":true,"visibility":"user-or-llm","description":"Comment body text"},"visibility":{"type":"json","required":false,"visibility":"user-or-llm","description":"Restrict comment visibility. Object with \\"type\\" (\\"role\\" or \\"group\\") and \\"value\\" (role/group name)."},"cloudId":{"type":"string","required":false,"visibility":"hidden","description":"Jira Cloud ID for the instance. If not provided, it will be fetched using the domain."}},"oauth":{"required":true,"provider":"jira"}},"jira_add_watcher":{"id":"jira_add_watcher","name":"Jira Add Watcher","description":"Add a watcher to a Jira issue to receive notifications about updates","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Jira"},"domain":{"type":"string","required":true,"visibility":"user-only","description":"Your Jira domain (e.g., yourcompany.atlassian.net)"},"issueKey":{"type":"string","required":true,"visibility":"user-or-llm","description":"Jira issue key to add watcher to (e.g., PROJ-123)"},"accountId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Account ID of the user to add as watcher"},"cloudId":{"type":"string","required":false,"visibility":"hidden","description":"Jira Cloud ID for the instance. If not provided, it will be fetched using the domain."}},"oauth":{"required":true,"provider":"jira"}},"jira_add_worklog":{"id":"jira_add_worklog","name":"Jira Add Worklog","description":"Add a time tracking worklog entry to a Jira issue","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Jira"},"domain":{"type":"string","required":true,"visibility":"user-only","description":"Your Jira domain (e.g., yourcompany.atlassian.net)"},"issueKey":{"type":"string","required":true,"visibility":"user-or-llm","description":"Jira issue key to add worklog to (e.g., PROJ-123)"},"timeSpentSeconds":{"type":"number","required":true,"visibility":"user-or-llm","description":"Time spent in seconds"},"comment":{"type":"string","required":false,"visibility":"user-or-llm","description":"Optional comment for the worklog entry"},"started":{"type":"string","required":false,"visibility":"user-or-llm","description":"Optional start time in ISO format (defaults to current time)"},"visibility":{"type":"json","required":false,"visibility":"user-or-llm","description":"Restrict worklog visibility. Object with \\"type\\" (\\"role\\" or \\"group\\") and \\"value\\" (role/group name)."},"cloudId":{"type":"string","required":false,"visibility":"hidden","description":"Jira Cloud ID for the instance. If not provided, it will be fetched using the domain."}},"oauth":{"required":true,"provider":"jira"}},"jira_assign_issue":{"id":"jira_assign_issue","name":"Jira Assign Issue","description":"Assign a Jira issue to a user","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Jira"},"domain":{"type":"string","required":true,"visibility":"user-only","description":"Your Jira domain (e.g., yourcompany.atlassian.net)"},"issueKey":{"type":"string","required":true,"visibility":"user-or-llm","description":"Jira issue key to assign (e.g., PROJ-123)"},"accountId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Account ID of the user to assign the issue to. Use \\"-1\\" for automatic assignment, or leave empty / pass \\"null\\" to unassign."},"cloudId":{"type":"string","required":false,"visibility":"hidden","description":"Jira Cloud ID for the instance. If not provided, it will be fetched using the domain."}},"oauth":{"required":true,"provider":"jira"}},"jira_bulk_read":{"id":"jira_bulk_read","name":"Jira Bulk Read","description":"Retrieve multiple Jira issues from a project in bulk","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Jira"},"domain":{"type":"string","required":true,"visibility":"user-only","description":"Your Jira domain (e.g., yourcompany.atlassian.net)"},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Jira project key (e.g., PROJ)"},"cloudId":{"type":"string","required":false,"visibility":"hidden","description":"Jira Cloud ID for the instance. If not provided, it will be fetched using the domain."}},"oauth":{"required":true,"provider":"jira"}},"jira_create_issue_link":{"id":"jira_create_issue_link","name":"Jira Create Issue Link","description":"Create a link relationship between two Jira issues","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Jira"},"domain":{"type":"string","required":true,"visibility":"user-only","description":"Your Jira domain (e.g., yourcompany.atlassian.net)"},"inwardIssueKey":{"type":"string","required":true,"visibility":"user-or-llm","description":"Jira issue key for the inward issue (e.g., PROJ-123)"},"outwardIssueKey":{"type":"string","required":true,"visibility":"user-or-llm","description":"Jira issue key for the outward issue (e.g., PROJ-456)"},"linkType":{"type":"string","required":true,"visibility":"user-or-llm","description":"The type of link relationship (e.g., \\"Blocks\\", \\"Relates to\\", \\"Duplicates\\")"},"comment":{"type":"string","required":false,"visibility":"user-or-llm","description":"Optional comment to add to the issue link"},"cloudId":{"type":"string","required":false,"visibility":"hidden","description":"Jira Cloud ID for the instance. If not provided, it will be fetched using the domain."}},"oauth":{"required":true,"provider":"jira"}},"jira_delete_attachment":{"id":"jira_delete_attachment","name":"Jira Delete Attachment","description":"Delete an attachment from a Jira issue","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Jira"},"domain":{"type":"string","required":true,"visibility":"user-only","description":"Your Jira domain (e.g., yourcompany.atlassian.net)"},"attachmentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the attachment to delete"},"cloudId":{"type":"string","required":false,"visibility":"hidden","description":"Jira Cloud ID for the instance. If not provided, it will be fetched using the domain."}},"oauth":{"required":true,"provider":"jira"}},"jira_delete_comment":{"id":"jira_delete_comment","name":"Jira Delete Comment","description":"Delete a comment from a Jira issue","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Jira"},"domain":{"type":"string","required":true,"visibility":"user-only","description":"Your Jira domain (e.g., yourcompany.atlassian.net)"},"issueKey":{"type":"string","required":true,"visibility":"user-or-llm","description":"Jira issue key containing the comment (e.g., PROJ-123)"},"commentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the comment to delete"},"cloudId":{"type":"string","required":false,"visibility":"hidden","description":"Jira Cloud ID for the instance. If not provided, it will be fetched using the domain."}},"oauth":{"required":true,"provider":"jira"}},"jira_delete_issue":{"id":"jira_delete_issue","name":"Jira Delete Issue","description":"Delete a Jira issue","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Jira"},"domain":{"type":"string","required":true,"visibility":"user-only","description":"Your Jira domain (e.g., yourcompany.atlassian.net)"},"issueKey":{"type":"string","required":true,"visibility":"user-or-llm","description":"Jira issue key to delete (e.g., PROJ-123)"},"deleteSubtasks":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to delete subtasks. If false, parent issues with subtasks cannot be deleted."},"cloudId":{"type":"string","required":false,"visibility":"hidden","description":"Jira Cloud ID for the instance. If not provided, it will be fetched using the domain."}},"oauth":{"required":true,"provider":"jira"}},"jira_delete_issue_link":{"id":"jira_delete_issue_link","name":"Jira Delete Issue Link","description":"Delete a link between two Jira issues","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Jira"},"domain":{"type":"string","required":true,"visibility":"user-only","description":"Your Jira domain (e.g., yourcompany.atlassian.net)"},"linkId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the issue link to delete"},"cloudId":{"type":"string","required":false,"visibility":"hidden","description":"Jira Cloud ID for the instance. If not provided, it will be fetched using the domain."}},"oauth":{"required":true,"provider":"jira"}},"jira_delete_worklog":{"id":"jira_delete_worklog","name":"Jira Delete Worklog","description":"Delete a worklog entry from a Jira issue","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Jira"},"domain":{"type":"string","required":true,"visibility":"user-only","description":"Your Jira domain (e.g., yourcompany.atlassian.net)"},"issueKey":{"type":"string","required":true,"visibility":"user-or-llm","description":"Jira issue key containing the worklog (e.g., PROJ-123)"},"worklogId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the worklog entry to delete"},"cloudId":{"type":"string","required":false,"visibility":"hidden","description":"Jira Cloud ID for the instance. If not provided, it will be fetched using the domain."}},"oauth":{"required":true,"provider":"jira"}},"jira_get_attachments":{"id":"jira_get_attachments","name":"Jira Get Attachments","description":"Get all attachments from a Jira issue","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Jira"},"domain":{"type":"string","required":true,"visibility":"user-only","description":"Your Jira domain (e.g., yourcompany.atlassian.net)"},"issueKey":{"type":"string","required":true,"visibility":"user-or-llm","description":"Jira issue key to get attachments from (e.g., PROJ-123)"},"includeAttachments":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Download attachment file contents and include them as files in the output"},"cloudId":{"type":"string","required":false,"visibility":"hidden","description":"Jira Cloud ID for the instance. If not provided, it will be fetched using the domain."}},"oauth":{"required":true,"provider":"jira"}},"jira_get_comments":{"id":"jira_get_comments","name":"Jira Get Comments","description":"Get all comments from a Jira issue","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Jira"},"domain":{"type":"string","required":true,"visibility":"user-only","description":"Your Jira domain (e.g., yourcompany.atlassian.net)"},"issueKey":{"type":"string","required":true,"visibility":"user-or-llm","description":"Jira issue key to get comments from (e.g., PROJ-123)"},"startAt":{"type":"number","required":false,"visibility":"user-or-llm","description":"Index of the first comment to return (default: 0)"},"maxResults":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of comments to return (default: 50)"},"orderBy":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort order for comments: \\"-created\\" for newest first, \\"created\\" for oldest first"},"cloudId":{"type":"string","required":false,"visibility":"hidden","description":"Jira Cloud ID for the instance. If not provided, it will be fetched using the domain."}},"oauth":{"required":true,"provider":"jira"}},"jira_get_fields":{"id":"jira_get_fields","name":"Jira Get Fields","description":"Get all system and custom fields defined in the Jira instance. Useful for discovering custom field IDs (e.g., customfield_10001) to use when writing or updating issues.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Jira"},"domain":{"type":"string","required":true,"visibility":"user-only","description":"Your Jira domain (e.g., yourcompany.atlassian.net)"},"cloudId":{"type":"string","required":false,"visibility":"hidden","description":"Jira Cloud ID for the instance. If not provided, it will be fetched using the domain."}},"oauth":{"required":true,"provider":"jira"}},"jira_get_project":{"id":"jira_get_project","name":"Jira Get Project","description":"Get the details of a single Jira project by its ID or key, including its type, lead, components, issue types, and versions.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Jira"},"domain":{"type":"string","required":true,"visibility":"user-only","description":"Your Jira domain (e.g., yourcompany.atlassian.net)"},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The project ID or key (e.g., \\"PROJ\\" or \\"10000\\")"},"cloudId":{"type":"string","required":false,"visibility":"hidden","description":"Jira Cloud ID for the instance. If not provided, it will be fetched using the domain."}},"oauth":{"required":true,"provider":"jira"}},"jira_get_transitions":{"id":"jira_get_transitions","name":"Jira Get Transitions","description":"Get the workflow transitions available for an issue in its current status. Use the returned transition IDs with the Transition Issue operation.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Jira"},"domain":{"type":"string","required":true,"visibility":"user-only","description":"Your Jira domain (e.g., yourcompany.atlassian.net)"},"issueKey":{"type":"string","required":true,"visibility":"user-or-llm","description":"The issue key or ID (e.g., PROJ-123)"},"cloudId":{"type":"string","required":false,"visibility":"hidden","description":"Jira Cloud ID for the instance. If not provided, it will be fetched using the domain."}},"oauth":{"required":true,"provider":"jira"}},"jira_get_users":{"id":"jira_get_users","name":"Jira Get Users","description":"Get Jira users. If an account ID is provided, returns a single user. Otherwise, returns a list of all users.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Jira"},"domain":{"type":"string","required":true,"visibility":"user-only","description":"Your Jira domain (e.g., yourcompany.atlassian.net)"},"accountId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Optional account ID to get a specific user. If not provided, returns all users."},"startAt":{"type":"number","required":false,"visibility":"user-or-llm","description":"The index of the first user to return (for pagination, default: 0)"},"maxResults":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of users to return (default: 50)"},"cloudId":{"type":"string","required":false,"visibility":"hidden","description":"Jira Cloud ID for the instance. If not provided, it will be fetched using the domain."}},"oauth":{"required":true,"provider":"jira"}},"jira_get_worklogs":{"id":"jira_get_worklogs","name":"Jira Get Worklogs","description":"Get all worklog entries from a Jira issue","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Jira"},"domain":{"type":"string","required":true,"visibility":"user-only","description":"Your Jira domain (e.g., yourcompany.atlassian.net)"},"issueKey":{"type":"string","required":true,"visibility":"user-or-llm","description":"Jira issue key to get worklogs from (e.g., PROJ-123)"},"startAt":{"type":"number","required":false,"visibility":"user-or-llm","description":"Index of the first worklog to return (default: 0)"},"maxResults":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of worklogs to return (default: 50)"},"cloudId":{"type":"string","required":false,"visibility":"hidden","description":"Jira Cloud ID for the instance. If not provided, it will be fetched using the domain."}},"oauth":{"required":true,"provider":"jira"}},"jira_list_issue_types":{"id":"jira_list_issue_types","name":"Jira List Issue Types","description":"List all issue types visible to the user across projects (e.g., Task, Bug, Story, Epic, Subtask). Useful for discovering valid issue types before creating an issue.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Jira"},"domain":{"type":"string","required":true,"visibility":"user-only","description":"Your Jira domain (e.g., yourcompany.atlassian.net)"},"cloudId":{"type":"string","required":false,"visibility":"hidden","description":"Jira Cloud ID for the instance. If not provided, it will be fetched using the domain."}},"oauth":{"required":true,"provider":"jira"}},"jira_list_projects":{"id":"jira_list_projects","name":"Jira List Projects","description":"List Jira projects visible to the user, with optional name/key filtering and pagination. Returns each project with id, key, name, and type.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Jira"},"domain":{"type":"string","required":true,"visibility":"user-only","description":"Your Jira domain (e.g., yourcompany.atlassian.net)"},"query":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter projects by partial name or key match"},"startAt":{"type":"number","required":false,"visibility":"user-or-llm","description":"The index of the first project to return (for pagination, default: 0)"},"maxResults":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of projects to return (default: 50, max: 100)"},"cloudId":{"type":"string","required":false,"visibility":"hidden","description":"Jira Cloud ID for the instance. If not provided, it will be fetched using the domain."}},"oauth":{"required":true,"provider":"jira"}},"jira_remove_watcher":{"id":"jira_remove_watcher","name":"Jira Remove Watcher","description":"Remove a watcher from a Jira issue","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Jira"},"domain":{"type":"string","required":true,"visibility":"user-only","description":"Your Jira domain (e.g., yourcompany.atlassian.net)"},"issueKey":{"type":"string","required":true,"visibility":"user-or-llm","description":"Jira issue key to remove watcher from (e.g., PROJ-123)"},"accountId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Account ID of the user to remove as watcher"},"cloudId":{"type":"string","required":false,"visibility":"hidden","description":"Jira Cloud ID for the instance. If not provided, it will be fetched using the domain."}},"oauth":{"required":true,"provider":"jira"}},"jira_retrieve":{"id":"jira_retrieve","name":"Jira Retrieve","description":"Retrieve detailed information about a specific Jira issue","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Jira"},"domain":{"type":"string","required":true,"visibility":"user-only","description":"Your Jira domain (e.g., yourcompany.atlassian.net)"},"issueKey":{"type":"string","required":true,"visibility":"user-or-llm","description":"Jira issue key to retrieve (e.g., PROJ-123)"},"includeAttachments":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Download attachment file contents and include them as files in the output"},"cloudId":{"type":"string","required":false,"visibility":"hidden","description":"Jira Cloud ID for the instance. If not provided, it will be fetched using the domain."}},"oauth":{"required":true,"provider":"jira"}},"jira_search_issues":{"id":"jira_search_issues","name":"Jira Search Issues","description":"Search for Jira issues using JQL (Jira Query Language)","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Jira"},"domain":{"type":"string","required":true,"visibility":"user-only","description":"Your Jira domain (e.g., yourcompany.atlassian.net)"},"jql":{"type":"string","required":true,"visibility":"user-or-llm","description":"JQL query string to search for issues (e.g., \\"project = PROJ AND status = Open\\")"},"nextPageToken":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor token for the next page of results. Omit for the first page."},"maxResults":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of results to return per page (default: 50)"},"fields":{"type":"array","required":false,"visibility":"user-or-llm","description":"Array of field names to return (default: all fields)."},"cloudId":{"type":"string","required":false,"visibility":"hidden","description":"Jira Cloud ID for the instance. If not provided, it will be fetched using the domain."}},"oauth":{"required":true,"provider":"jira"}},"jira_search_users":{"id":"jira_search_users","name":"Jira Search Users","description":"Search for Jira users by email address or display name. 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If not provided, it will be fetched using the domain."}},"oauth":{"required":true,"provider":"jira"}},"jira_transition_issue":{"id":"jira_transition_issue","name":"Jira Transition Issue","description":"Move a Jira issue between workflow statuses (e.g., To Do -> In Progress)","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Jira"},"domain":{"type":"string","required":true,"visibility":"user-only","description":"Your Jira domain (e.g., yourcompany.atlassian.net)"},"issueKey":{"type":"string","required":true,"visibility":"user-or-llm","description":"Jira issue key to transition (e.g., PROJ-123)"},"transitionId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the transition to execute (e.g., \\"11\\" for \\"To Do\\", \\"21\\" for \\"In Progress\\")"},"comment":{"type":"string","required":false,"visibility":"user-or-llm","description":"Optional comment to add when transitioning the issue"},"resolution":{"type":"string","required":false,"visibility":"user-or-llm","description":"Resolution name to set during transition (e.g., \\"Fixed\\", \\"Won\'t Fix\\")"},"cloudId":{"type":"string","required":false,"visibility":"hidden","description":"Jira Cloud ID for the instance. If not provided, it will be fetched using the domain."}},"oauth":{"required":true,"provider":"jira"}},"jira_update":{"id":"jira_update","name":"Jira Update","description":"Update a Jira issue","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Jira"},"domain":{"type":"string","required":true,"visibility":"user-only","description":"Your Jira domain (e.g., yourcompany.atlassian.net)"},"issueKey":{"type":"string","required":true,"visibility":"user-or-llm","description":"Jira issue key to update (e.g., PROJ-123)"},"summary":{"type":"string","required":false,"visibility":"user-or-llm","description":"New summary for the issue"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"New description for the issue. Accepts plain text (auto-wrapped in ADF) or a raw ADF document object"},"priority":{"type":"string","required":false,"visibility":"user-or-llm","description":"New priority ID or name for the issue (e.g., \\"High\\")"},"assignee":{"type":"string","required":false,"visibility":"user-or-llm","description":"New assignee account ID for the issue"},"labels":{"type":"json","required":false,"visibility":"user-or-llm","description":"Labels to set on the issue (array of label name strings)"},"components":{"type":"json","required":false,"visibility":"user-or-llm","description":"Components to set on the issue (array of component name strings)"},"duedate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Due date for the issue (format: YYYY-MM-DD)"},"fixVersions":{"type":"json","required":false,"visibility":"user-or-llm","description":"Fix versions to set (array of version name strings)"},"environment":{"type":"string","required":false,"visibility":"user-or-llm","description":"Environment information for the issue"},"customFieldId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Custom field ID to update (e.g., customfield_10001)"},"customFieldValue":{"type":"string","required":false,"visibility":"user-or-llm","description":"Value for the custom field"},"notifyUsers":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to send email notifications about this update (default: true)"},"cloudId":{"type":"string","required":false,"visibility":"hidden","description":"Jira Cloud ID for the instance. 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\\"abc123-def456-ghi789\\")"},"ticker":{"type":"string","required":true,"visibility":"user-or-llm","description":"Market ticker identifier (e.g., \\"KXBTC-24DEC31\\", \\"INX-25JAN03-T4485.99\\")"},"side":{"type":"string","required":true,"visibility":"user-or-llm","description":"Side of the order: \\"yes\\" or \\"no\\""},"action":{"type":"string","required":true,"visibility":"user-or-llm","description":"Action type: \\"buy\\" or \\"sell\\""},"clientOrderId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Original client-specified order ID"},"updatedClientOrderId":{"type":"string","required":false,"visibility":"user-or-llm","description":"New client-specified order ID after amendment"},"count":{"type":"string","required":false,"visibility":"user-or-llm","description":"Updated quantity for the order (e.g., \\"10\\", \\"100\\")"},"yesPrice":{"type":"string","required":false,"visibility":"user-or-llm","description":"Updated yes price in cents (1-99)"},"noPrice":{"type":"string","required":false,"visibility":"user-or-llm","description":"Updated no price in cents (1-99)"},"yesPriceDollars":{"type":"string","required":false,"visibility":"user-or-llm","description":"Updated yes price in dollars (e.g., \\"0.56\\")"},"noPriceDollars":{"type":"string","required":false,"visibility":"user-or-llm","description":"Updated no price in dollars (e.g., \\"0.56\\")"}}},"kalshi_amend_order_v2":{"id":"kalshi_amend_order_v2","name":"Amend Order on Kalshi V2","description":"Modify the price or quantity of an existing order on Kalshi (V2 with full API response)","version":"2.0.0","params":{"keyId":{"type":"string","required":true,"visibility":"user-only","description":"Your Kalshi API Key ID"},"privateKey":{"type":"string","required":true,"visibility":"user-only","description":"Your RSA Private Key (PEM format)"},"orderId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Order ID to amend (e.g., \\"abc123-def456-ghi789\\")"},"ticker":{"type":"string","required":true,"visibility":"user-or-llm","description":"Market ticker identifier (e.g., \\"KXBTC-24DEC31\\", \\"INX-25JAN03-T4485.99\\")"},"side":{"type":"string","required":true,"visibility":"user-or-llm","description":"Side of the order: \\"yes\\" or \\"no\\""},"action":{"type":"string","required":true,"visibility":"user-or-llm","description":"Action type: \\"buy\\" or \\"sell\\""},"clientOrderId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Original client-specified order ID"},"updatedClientOrderId":{"type":"string","required":false,"visibility":"user-or-llm","description":"New client-specified order ID after amendment"},"count":{"type":"string","required":false,"visibility":"user-or-llm","description":"Updated quantity for the order (e.g., \\"10\\", \\"100\\")"},"yesPrice":{"type":"string","required":false,"visibility":"user-or-llm","description":"Updated yes price in cents (1-99)"},"noPrice":{"type":"string","required":false,"visibility":"user-or-llm","description":"Updated no price in cents (1-99)"},"yesPriceDollars":{"type":"string","required":false,"visibility":"user-or-llm","description":"Updated yes price in dollars (e.g., \\"0.56\\")"},"noPriceDollars":{"type":"string","required":false,"visibility":"user-or-llm","description":"Updated no price in dollars (e.g., \\"0.56\\")"},"countFp":{"type":"string","required":false,"visibility":"user-or-llm","description":"Count in fixed-point for fractional contracts"}}},"kalshi_cancel_order":{"id":"kalshi_cancel_order","name":"Cancel Order on Kalshi","description":"Cancel an existing order on Kalshi","version":"1.0.0","params":{"keyId":{"type":"string","required":true,"visibility":"user-only","description":"Your Kalshi API Key ID"},"privateKey":{"type":"string","required":true,"visibility":"user-only","description":"Your RSA Private Key (PEM format)"},"orderId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Order ID to cancel (e.g., \\"abc123-def456-ghi789\\")"}}},"kalshi_cancel_order_v2":{"id":"kalshi_cancel_order_v2","name":"Cancel Order on Kalshi V2","description":"Cancel an existing order on Kalshi (V2 with full API response)","version":"2.0.0","params":{"keyId":{"type":"string","required":true,"visibility":"user-only","description":"Your Kalshi API Key ID"},"privateKey":{"type":"string","required":true,"visibility":"user-only","description":"Your RSA Private Key (PEM format)"},"orderId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Order ID to cancel (e.g., \\"abc123-def456-ghi789\\")"}}},"kalshi_create_order":{"id":"kalshi_create_order","name":"Create Order on Kalshi","description":"Create a new order on a Kalshi prediction market","version":"1.0.0","params":{"keyId":{"type":"string","required":true,"visibility":"user-only","description":"Your Kalshi API Key ID"},"privateKey":{"type":"string","required":true,"visibility":"user-only","description":"Your RSA Private Key (PEM format)"},"ticker":{"type":"string","required":true,"visibility":"user-or-llm","description":"Market ticker identifier (e.g., \\"KXBTC-24DEC31\\", \\"INX-25JAN03-T4485.99\\")"},"side":{"type":"string","required":true,"visibility":"user-or-llm","description":"Side of the order: \\"yes\\" or \\"no\\""},"action":{"type":"string","required":true,"visibility":"user-or-llm","description":"Action type: \\"buy\\" or \\"sell\\""},"count":{"type":"string","required":true,"visibility":"user-or-llm","description":"Number of contracts to trade (e.g., \\"10\\", \\"100\\")"},"type":{"type":"string","required":false,"visibility":"user-or-llm","description":"Order type: \\"limit\\" or \\"market\\" (default: \\"limit\\")"},"yesPrice":{"type":"string","required":false,"visibility":"user-or-llm","description":"Yes price in cents (1-99)"},"noPrice":{"type":"string","required":false,"visibility":"user-or-llm","description":"No price in cents (1-99)"},"yesPriceDollars":{"type":"string","required":false,"visibility":"user-or-llm","description":"Yes price in dollars (e.g., \\"0.56\\")"},"noPriceDollars":{"type":"string","required":false,"visibility":"user-or-llm","description":"No price in dollars (e.g., \\"0.56\\")"},"clientOrderId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Custom order identifier"},"expirationTs":{"type":"string","required":false,"visibility":"user-or-llm","description":"Unix timestamp for order expiration"},"timeInForce":{"type":"string","required":false,"visibility":"user-or-llm","description":"Time in force: \'fill_or_kill\', \'good_till_canceled\', \'immediate_or_cancel\'"},"buyMaxCost":{"type":"string","required":false,"visibility":"user-or-llm","description":"Maximum cost in cents (auto-enables 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Provide count or countFp"},"type":{"type":"string","required":false,"visibility":"user-or-llm","description":"Order type: \\"limit\\" or \\"market\\" (default: \\"limit\\")"},"yesPrice":{"type":"string","required":false,"visibility":"user-or-llm","description":"Yes price in cents (1-99)"},"noPrice":{"type":"string","required":false,"visibility":"user-or-llm","description":"No price in cents (1-99)"},"yesPriceDollars":{"type":"string","required":false,"visibility":"user-or-llm","description":"Yes price in dollars (e.g., \\"0.56\\")"},"noPriceDollars":{"type":"string","required":false,"visibility":"user-or-llm","description":"No price in dollars (e.g., \\"0.56\\")"},"clientOrderId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Custom order identifier"},"expirationTs":{"type":"string","required":false,"visibility":"user-or-llm","description":"Unix timestamp for order expiration"},"timeInForce":{"type":"string","required":false,"visibility":"user-or-llm","description":"Time in force: \'fill_or_kill\', \'good_till_canceled\', \'immediate_or_cancel\'"},"buyMaxCost":{"type":"string","required":false,"visibility":"user-or-llm","description":"Maximum cost in cents (auto-enables fill_or_kill)"},"postOnly":{"type":"string","required":false,"visibility":"user-or-llm","description":"Set to \'true\' for maker-only orders"},"reduceOnly":{"type":"string","required":false,"visibility":"user-or-llm","description":"Set to \'true\' for position reduction only"},"selfTradePreventionType":{"type":"string","required":false,"visibility":"user-or-llm","description":"Self-trade prevention: \'taker_at_cross\' or \'maker\'"},"orderGroupId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Associated order group ID"},"countFp":{"type":"string","required":false,"visibility":"user-or-llm","description":"Count in fixed-point for fractional contracts"},"cancelOrderOnPause":{"type":"string","required":false,"visibility":"user-or-llm","description":"Set to \'true\' to cancel order on market pause"},"subaccount":{"type":"string","required":false,"visibility":"user-or-llm","description":"Subaccount to use for the order"}}},"kalshi_get_balance":{"id":"kalshi_get_balance","name":"Get Balance from Kalshi","description":"Retrieve your account balance and portfolio value from Kalshi","version":"1.0.0","params":{"keyId":{"type":"string","required":true,"visibility":"user-only","description":"Your Kalshi API Key ID"},"privateKey":{"type":"string","required":true,"visibility":"user-only","description":"Your RSA Private Key (PEM format)"}}},"kalshi_get_balance_v2":{"id":"kalshi_get_balance_v2","name":"Get Balance from Kalshi V2","description":"Retrieve your account balance and portfolio value from Kalshi (V2 - 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full API response)","version":"2.0.0","params":{"seriesTicker":{"type":"string","required":true,"visibility":"user-or-llm","description":"Series ticker identifier (e.g., \\"KXBTC\\", \\"INX\\", \\"FED-RATE\\")"},"ticker":{"type":"string","required":true,"visibility":"user-or-llm","description":"Market ticker identifier (e.g., \\"KXBTC-24DEC31\\", \\"INX-25JAN03-T4485.99\\")"},"startTs":{"type":"number","required":true,"visibility":"user-or-llm","description":"Start timestamp in Unix seconds (e.g., 1704067200)"},"endTs":{"type":"number","required":true,"visibility":"user-or-llm","description":"End timestamp in Unix seconds (e.g., 1704153600)"},"periodInterval":{"type":"number","required":true,"visibility":"user-or-llm","description":"Period interval: 1 (1 minute), 60 (1 hour), or 1440 (1 day)"}}},"kalshi_get_event":{"id":"kalshi_get_event","name":"Get Event from Kalshi","description":"Retrieve details of a specific event by ticker","version":"1.0.0","params":{"eventTicker":{"type":"string","required":true,"visibility":"user-or-llm","description":"Event ticker identifier (e.g., \\"KXBTC-24DEC31\\", \\"INX-25JAN03\\")"},"withNestedMarkets":{"type":"string","required":false,"visibility":"user-or-llm","description":"Include nested markets in response (true/false)"}}},"kalshi_get_event_candlesticks":{"id":"kalshi_get_event_candlesticks","name":"Get Event Candlesticks from Kalshi","description":"Retrieve OHLC candlestick data aggregated across all markets in an event","version":"1.0.0","params":{"seriesTicker":{"type":"string","required":true,"visibility":"user-or-llm","description":"Series ticker identifier (e.g., \\"KXBTC\\", \\"INX\\", \\"FED-RATE\\")"},"eventTicker":{"type":"string","required":true,"visibility":"user-or-llm","description":"Event ticker identifier (e.g., \\"KXBTC-24DEC31\\", \\"INX-25JAN03\\")"},"startTs":{"type":"number","required":true,"visibility":"user-or-llm","description":"Start timestamp in Unix seconds (e.g., 1704067200)"},"endTs":{"type":"number","required":true,"visibility":"user-or-llm","description":"End timestamp in Unix seconds (e.g., 1704153600)"},"periodInterval":{"type":"number","required":true,"visibility":"user-or-llm","description":"Period interval: 1 (1 minute), 60 (1 hour), or 1440 (1 day)"}}},"kalshi_get_event_candlesticks_v2":{"id":"kalshi_get_event_candlesticks_v2","name":"Get Event Candlesticks from Kalshi V2","description":"Retrieve OHLC candlestick data aggregated across all markets in an event (V2 - 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Default: all levels"}}},"kalshi_get_orders":{"id":"kalshi_get_orders","name":"Get Orders from Kalshi","description":"Retrieve your orders from Kalshi with optional filtering","version":"1.0.0","params":{"keyId":{"type":"string","required":true,"visibility":"user-only","description":"Your Kalshi API Key ID"},"privateKey":{"type":"string","required":true,"visibility":"user-only","description":"Your RSA Private Key (PEM format)"},"ticker":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by market ticker (e.g., \\"KXBTC-24DEC31\\")"},"eventTicker":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by event ticker, max 10 comma-separated (e.g., \\"KXBTC-24DEC31,INX-25JAN03\\")"},"status":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by order status: \\"resting\\", \\"canceled\\", or \\"executed\\""},"limit":{"type":"string","required":false,"visibility":"user-or-llm","description":"Number of results to return (1-1000, default: 100)"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor from previous response for fetching next page"}}},"kalshi_get_orders_v2":{"id":"kalshi_get_orders_v2","name":"Get Orders from Kalshi V2","description":"Retrieve your orders from Kalshi with optional filtering (V2 with full API response)","version":"2.0.0","params":{"keyId":{"type":"string","required":true,"visibility":"user-only","description":"Your Kalshi API Key ID"},"privateKey":{"type":"string","required":true,"visibility":"user-only","description":"Your RSA Private Key (PEM format)"},"ticker":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by market ticker (e.g., \\"KXBTC-24DEC31\\")"},"eventTicker":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by event ticker, max 10 comma-separated (e.g., \\"KXBTC-24DEC31,INX-25JAN03\\")"},"status":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by order status: \\"resting\\", \\"canceled\\", or \\"executed\\""},"minTs":{"type":"string","required":false,"visibility":"user-or-llm","description":"Minimum timestamp filter (Unix timestamp, e.g., \\"1704067200\\")"},"maxTs":{"type":"string","required":false,"visibility":"user-or-llm","description":"Maximum timestamp filter (Unix timestamp, e.g., \\"1704153600\\")"},"subaccount":{"type":"string","required":false,"visibility":"user-or-llm","description":"Subaccount identifier to filter orders"},"limit":{"type":"string","required":false,"visibility":"user-or-llm","description":"Number of results to return (1-1000, default: 100)"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor from previous response for fetching next page"}}},"kalshi_get_positions":{"id":"kalshi_get_positions","name":"Get Positions from Kalshi","description":"Retrieve your open positions from Kalshi","version":"1.0.0","params":{"keyId":{"type":"string","required":true,"visibility":"user-only","description":"Your Kalshi API Key ID"},"privateKey":{"type":"string","required":true,"visibility":"user-only","description":"Your RSA Private Key (PEM format)"},"ticker":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by market ticker (e.g., \\"KXBTC-24DEC31\\")"},"eventTicker":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by event ticker, max 10 comma-separated (e.g., \\"KXBTC-24DEC31,INX-25JAN03\\")"},"limit":{"type":"string","required":false,"visibility":"user-or-llm","description":"Number of results to return (1-1000, default: 100)"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor from previous response for fetching next page"}}},"kalshi_get_positions_v2":{"id":"kalshi_get_positions_v2","name":"Get Positions from Kalshi V2","description":"Retrieve your open positions from Kalshi (V2 - 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key"},"chatId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The unique identifier of the chat"}}},"linq_update_chat":{"id":"linq_update_chat","name":"Update Chat","description":"Update chat properties such as group display name and icon","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Linq API key"},"chatId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The unique identifier of the chat"},"displayName":{"type":"string","required":false,"visibility":"user-or-llm","description":"New display name for the group chat"},"groupChatIcon":{"type":"string","required":false,"visibility":"user-or-llm","description":"New group chat icon (publicly accessible image URL)"}}},"linq_update_contact_card":{"id":"linq_update_contact_card","name":"Update Contact Card","description":"Partially update an existing active contact card for a phone number","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Linq API key"},"phoneNumber":{"type":"string","required":true,"visibility":"user-or-llm","description":"Phone number in E.164 format identifying the card to update"},"firstName":{"type":"string","required":false,"visibility":"user-or-llm","description":"New first name"},"lastName":{"type":"string","required":false,"visibility":"user-or-llm","description":"New last name"},"imageUrl":{"type":"string","required":false,"visibility":"user-or-llm","description":"New profile photo URL"}}},"linq_update_webhook_subscription":{"id":"linq_update_webhook_subscription","name":"Update Webhook Subscription","description":"Update a webhook subscription (target URL, events, phone filter, or active state)","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Linq API key"},"subscriptionId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The unique identifier of the webhook subscription"},"targetUrl":{"type":"string","required":false,"visibility":"user-or-llm","description":"New HTTPS endpoint that will receive events"},"subscribedEvents":{"type":"array","required":false,"visibility":"user-or-llm","description":"New set of event types to subscribe to"},"phoneNumbers":{"type":"array","required":false,"visibility":"user-or-llm","description":"New set of E.164 phone numbers to filter by"},"isActive":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the subscription should be active"}}},"llm_chat":{"id":"llm_chat","name":"LLM Chat","description":"Send a chat completion request to any supported LLM provider","version":"1.0.0","params":{"model":{"type":"string","required":true,"description":"The model to use (e.g., gpt-4o, claude-sonnet-4-5, gemini-2.0-flash)"},"systemPrompt":{"type":"string","required":false,"description":"System prompt to set the behavior of the assistant"},"context":{"type":"string","required":true,"description":"The user message or context to send to the model"},"apiKey":{"type":"string","required":false,"visibility":"hidden","description":"API key for the provider (uses platform key if not provided for hosted models)"},"temperature":{"type":"number","required":false,"description":"Temperature for response generation (0-2)"},"maxTokens":{"type":"number","required":false,"description":"Maximum tokens in the response"},"azureEndpoint":{"type":"string","required":false,"visibility":"hidden","description":"Azure OpenAI endpoint URL"},"azureApiVersion":{"type":"string","required":false,"visibility":"hidden","description":"Azure OpenAI API version"},"vertexProject":{"type":"string","required":false,"visibility":"hidden","description":"Google Cloud project ID for Vertex AI"},"vertexLocation":{"type":"string","required":false,"visibility":"hidden","description":"Google Cloud location for Vertex AI (defaults to us-central1)"},"vertexCredential":{"type":"string","required":false,"visibility":"hidden","description":"Google Cloud OAuth credential ID for Vertex AI"},"bedrockAccessKeyId":{"type":"string","required":false,"visibility":"hidden","description":"AWS Access Key ID for Bedrock"},"bedrockSecretKey":{"type":"string","required":false,"visibility":"hidden","description":"AWS Secret Access Key for Bedrock"},"bedrockRegion":{"type":"string","required":false,"visibility":"hidden","description":"AWS region for Bedrock (defaults to us-east-1)"}}},"logfire_get_token_info":{"id":"logfire_get_token_info","name":"Logfire Get Token Info","description":"Resolve which Logfire organization and project a read token belongs to. Useful for confirming a credential targets the expected project before querying it.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Logfire read token"},"region":{"type":"string","required":false,"visibility":"user-only","description":"Logfire data region: auto, us, or eu. Auto reads the region from the token."},"host":{"type":"string","required":false,"visibility":"user-only","description":"Base URL of a self-hosted Logfire instance, e.g. https://logfire.example.com. Overrides region. Leave blank for Logfire Cloud."}}},"logfire_get_trace":{"id":"logfire_get_trace","name":"Logfire Get Trace","description":"Fetch every span and log belonging to a Logfire trace, ordered from earliest to latest, so a single request can be reconstructed end to end.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Logfire read token"},"region":{"type":"string","required":false,"visibility":"user-only","description":"Logfire data region: auto, us, or eu. Auto reads the region from the token."},"host":{"type":"string","required":false,"visibility":"user-only","description":"Base URL of a self-hosted Logfire instance, e.g. https://logfire.example.com. Overrides region. Leave blank for Logfire Cloud."},"traceId":{"type":"string","required":true,"visibility":"user-or-llm","description":"32-character hexadecimal trace identifier"},"minTimestamp":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO 8601 lower bound on start_timestamp. Defaults to 2020-01-01T00:00:00Z when omitted."},"maxTimestamp":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO 8601 upper bound on start_timestamp"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum spans to return. Logfire defaults to 100 and caps at 10000."}}},"logfire_query":{"id":"logfire_query","name":"Logfire Query","description":"Run a read-only SQL query against Logfire traces, logs, and metrics. Reads the records and metrics tables using PostgreSQL-compatible syntax.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Logfire read token"},"region":{"type":"string","required":false,"visibility":"user-only","description":"Logfire data region: auto, us, or eu. Auto reads the region from the token."},"host":{"type":"string","required":false,"visibility":"user-only","description":"Base URL of a self-hosted Logfire instance, e.g. https://logfire.example.com. Overrides region. Leave blank for Logfire Cloud."},"sql":{"type":"string","required":true,"visibility":"user-or-llm","description":"SQL SELECT query to run against the records or metrics table"},"minTimestamp":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO 8601 lower bound on start_timestamp. Defaults to 2020-01-01T00:00:00Z when omitted."},"maxTimestamp":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO 8601 upper bound on start_timestamp"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum rows to return. Logfire defaults to 100 and caps at 10000."},"timezone":{"type":"string","required":false,"visibility":"user-or-llm","description":"IANA timezone used to evaluate the query, for example Europe/Paris"},"environment":{"type":"string","required":false,"visibility":"user-or-llm","description":"Restrict results to a single deployment environment"}}},"logfire_search_records":{"id":"logfire_search_records","name":"Logfire Search Records","description":"Search Logfire spans and logs using structured filters for message text, service, span name, severity, environment, and exceptions. Returns the most recent matches first without writing SQL.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Logfire read token"},"region":{"type":"string","required":false,"visibility":"user-only","description":"Logfire data region: auto, us, or eu. Auto reads the region from the token."},"host":{"type":"string","required":false,"visibility":"user-only","description":"Base URL of a self-hosted Logfire instance, e.g. https://logfire.example.com. Overrides region. Leave blank for Logfire Cloud."},"query":{"type":"string","required":false,"visibility":"user-or-llm","description":"Case-insensitive text to match within the record message"},"service":{"type":"string","required":false,"visibility":"user-or-llm","description":"Exact service name to filter on"},"spanName":{"type":"string","required":false,"visibility":"user-or-llm","description":"Exact span name to filter on"},"minLevel":{"type":"string","required":false,"visibility":"user-or-llm","description":"Minimum severity to include: trace, debug, info, notice, warn, error, or fatal"},"exceptionsOnly":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Only return records that recorded an exception"},"environment":{"type":"string","required":false,"visibility":"user-or-llm","description":"Restrict results to a single deployment environment"},"minTimestamp":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO 8601 lower bound on start_timestamp. Defaults to 2020-01-01T00:00:00Z when omitted."},"maxTimestamp":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO 8601 upper bound on start_timestamp"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum records to return. Logfire defaults to 100 and caps at 10000."}}},"logs_get":{"id":"logs_get","name":"Get Log by ID","description":"Fetch a single workflow execution log entry by its log ID.","version":"1.0.0","params":{"id":{"type":"string","required":true,"visibility":"user-or-llm","description":"Log entry ID"}}},"logs_get_execution":{"id":"logs_get_execution","name":"Get Execution Details","description":"Fetch full execution details for a workflow run, including the per-block state snapshot.","version":"1.0.0","params":{"executionId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Execution ID returned by a workflow run"}}},"logs_get_run_details":{"id":"logs_get_run_details","name":"Get Run Details","description":"Fetch details for a single workflow run by its run ID, including the full trace spans.","version":"1.0.0","params":{"runId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The run ID to fetch details for"}}},"logs_query":{"id":"logs_query","name":"Query Logs","description":"Query workflow execution logs in the current workspace with filters.","version":"1.0.0","params":{"workflowIds":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated workflow IDs to filter by"},"executionId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter logs to a single execution ID"},"level":{"type":"string","required":false,"visibility":"user-or-llm","description":"Log level filter: \'all\', \'info\', \'error\', \'running\', \'pending\'. Comma-separated for multiple."},"triggers":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated triggers (api, webhook, schedule, manual, chat, mothership)"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Max logs to return (default 100, max 200)"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Opaque pagination cursor returned by a previous query"},"sortBy":{"type":"string","required":false,"visibility":"user-only","description":"Sort field: \'date\' (default), \'duration\', \'cost\', \'status\'"},"sortOrder":{"type":"string","required":false,"visibility":"user-only","description":"Sort order: \'desc\' (default) or \'asc\'"},"startDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO 8601 timestamp; only logs at or after this time"},"endDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO 8601 timestamp; only logs at or before this time"},"search":{"type":"string","required":false,"visibility":"user-or-llm","description":"Free-text search across log fields"}}},"logs_query_runs":{"id":"logs_query_runs","name":"Query Logs","description":"Query workflow run logs in the current workspace with the full Logs-page filter set. Returns matching run IDs.","version":"1.0.0","params":{"workflowIds":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated workflow IDs to filter by"},"folderIds":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated folder IDs to filter by (descendants included)"},"level":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated statuses: \'info\', \'error\', \'running\', \'pending\', \'cancelled\'. Omit for all."},"triggers":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated trigger types (api, webhook, schedule, manual, chat, mcp, workflow, sim, …)"},"startDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO 8601 timestamp; only runs at or after this time"},"endDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO 8601 timestamp; only runs at or before this time"},"search":{"type":"string","required":false,"visibility":"user-or-llm","description":"Free-text search across log fields"},"costOperator":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cost comparison operator: \'=\', \'>\', \'<\', \'>=\', \'<=\', \'!=\'"},"costValue":{"type":"number","required":false,"visibility":"user-or-llm","description":"Cost threshold in credits, compared using costOperator"},"durationOperator":{"type":"string","required":false,"visibility":"user-or-llm","description":"Duration comparison operator: \'=\', \'>\', \'<\', \'>=\', \'<=\', \'!=\'"},"durationValue":{"type":"number","required":false,"visibility":"user-or-llm","description":"Duration threshold in milliseconds, compared using durationOperator"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Max run IDs to return (default 100, max 200)"},"sortBy":{"type":"string","required":false,"visibility":"user-only","description":"Sort field: \'date\' (default), \'duration\', \'cost\', \'status\'"},"sortOrder":{"type":"string","required":false,"visibility":"user-only","description":"Sort order: \'desc\' (default) or \'asc\'"}}},"loops_check_contact_suppression":{"id":"loops_check_contact_suppression","name":"Loops Check Contact Suppression","description":"Check whether a Loops contact is on the suppression list (bounced, complained, or unsubscribed) by email address or userId.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Loops API key for authentication"},"email":{"type":"string","required":false,"visibility":"user-or-llm","description":"The contact email address to check (at least one of email or userId is required)"},"userId":{"type":"string","required":false,"visibility":"user-or-llm","description":"The contact userId to check (at least one of email or userId is required)"}}},"loops_create_contact":{"id":"loops_create_contact","name":"Loops Create Contact","description":"Create a new contact in your Loops audience with an email address and optional properties like name, user group, and mailing list subscriptions.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Loops API key for authentication"},"email":{"type":"string","required":true,"visibility":"user-or-llm","description":"The email address for the new contact"},"firstName":{"type":"string","required":false,"visibility":"user-or-llm","description":"The contact first name"},"lastName":{"type":"string","required":false,"visibility":"user-or-llm","description":"The contact last name"},"source":{"type":"string","required":false,"visibility":"user-or-llm","description":"Custom source value replacing the default \\"API\\""},"subscribed":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the contact receives campaign emails (defaults to true)"},"userGroup":{"type":"string","required":false,"visibility":"user-or-llm","description":"Group to segment the contact into (one group per contact)"},"userId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Unique user identifier from your application"},"mailingLists":{"type":"json","required":false,"visibility":"user-or-llm","description":"Mailing list IDs mapped to boolean values (true to subscribe, false to unsubscribe)"},"customProperties":{"type":"json","required":false,"visibility":"user-or-llm","description":"Custom contact properties as key-value pairs (string, number, boolean, or date values)"}}},"loops_create_contact_property":{"id":"loops_create_contact_property","name":"Loops Create Contact Property","description":"Create a new custom contact property in your Loops account. The property name must be in camelCase format.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Loops API key for authentication"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"The property name in camelCase format (e.g., \\"favoriteColor\\")"},"type":{"type":"string","required":true,"visibility":"user-or-llm","description":"The property data type (e.g., \\"string\\", \\"number\\", \\"boolean\\", \\"date\\")"}}},"loops_delete_contact":{"id":"loops_delete_contact","name":"Loops Delete Contact","description":"Delete a contact from Loops by email address or userId. At least one identifier must be provided.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Loops API key for authentication"},"email":{"type":"string","required":false,"visibility":"user-or-llm","description":"The email address of the contact to delete (at least one of email or userId is required)"},"userId":{"type":"string","required":false,"visibility":"user-or-llm","description":"The userId of the contact to delete (at least one of email or userId is required)"}}},"loops_find_contact":{"id":"loops_find_contact","name":"Loops Find Contact","description":"Find a contact in Loops by email address or userId. Returns an array of matching contacts with all their properties including name, subscription status, user group, and mailing lists.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Loops API key for authentication"},"email":{"type":"string","required":false,"visibility":"user-or-llm","description":"The contact email address to search for (at least one of email or userId is required)"},"userId":{"type":"string","required":false,"visibility":"user-or-llm","description":"The contact userId to search for (at least one of email or userId is required)"}}},"loops_get_transactional_email":{"id":"loops_get_transactional_email","name":"Loops Get Transactional Email","description":"Retrieve a single transactional email template from your Loops account by its ID, including its data variables and draft/published message IDs.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Loops API key for authentication"},"transactionalId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the transactional email template to retrieve"}}},"loops_list_contact_properties":{"id":"loops_list_contact_properties","name":"Loops List Contact Properties","description":"Retrieve a list of contact properties from your Loops account. Returns each property with its key, label, and data type. Can filter to show all properties or only custom ones.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Loops API key for authentication"},"list":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter type: \\"all\\" for all properties (default) or \\"custom\\" for custom properties only"}}},"loops_list_mailing_lists":{"id":"loops_list_mailing_lists","name":"Loops List Mailing Lists","description":"Retrieve all mailing lists from your Loops account. Returns each list with its ID, name, description, and public/private status.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Loops API key for authentication"}}},"loops_list_transactional_emails":{"id":"loops_list_transactional_emails","name":"Loops List Transactional Emails","description":"Retrieve a list of published transactional email templates from your Loops account. Returns each template with its ID, name, created/updated timestamps, and data variables.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Loops API key for authentication"},"perPage":{"type":"string","required":false,"visibility":"user-or-llm","description":"Number of results per page (10-50, default: 20)"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor from a previous response to fetch the next page"}}},"loops_remove_contact_suppression":{"id":"loops_remove_contact_suppression","name":"Loops Remove Contact Suppression","description":"Remove a Loops contact from the suppression list by email address or userId, allowing them to receive emails again. Subject to a team removal quota.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Loops API key for authentication"},"email":{"type":"string","required":false,"visibility":"user-or-llm","description":"The contact email address to remove from suppression (at least one of email or userId is required)"},"userId":{"type":"string","required":false,"visibility":"user-or-llm","description":"The contact userId to remove from suppression (at least one of email or userId is required)"}}},"loops_send_event":{"id":"loops_send_event","name":"Loops Send Event","description":"Send an event to Loops to trigger automated email sequences for a contact. Identify the contact by email or userId and include optional event properties and mailing list changes.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Loops API key for authentication"},"email":{"type":"string","required":false,"visibility":"user-or-llm","description":"The email address of the contact (at least one of email or userId is required)"},"userId":{"type":"string","required":false,"visibility":"user-or-llm","description":"The userId of the contact (at least one of email or userId is required)"},"eventName":{"type":"string","required":true,"visibility":"user-or-llm","description":"The name of the event to trigger"},"eventProperties":{"type":"json","required":false,"visibility":"user-or-llm","description":"Event data as key-value pairs (string, number, boolean, or date values)"},"mailingLists":{"type":"json","required":false,"visibility":"user-or-llm","description":"Mailing list IDs mapped to boolean values (true to subscribe, false to unsubscribe)"}}},"loops_send_transactional_email":{"id":"loops_send_transactional_email","name":"Loops Send Transactional Email","description":"Send a transactional email to a recipient using a Loops template. Supports dynamic data variables for personalization and optionally adds the recipient to your audience.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Loops API key for authentication"},"email":{"type":"string","required":true,"visibility":"user-or-llm","description":"The email address of the recipient"},"transactionalId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the transactional email template to send"},"dataVariables":{"type":"json","required":false,"visibility":"user-or-llm","description":"Template data variables as key-value pairs (string or number values)"},"addToAudience":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to create the recipient as a contact if they do not already exist (default: false)"},"attachments":{"type":"json","required":false,"visibility":"user-or-llm","description":"Array of file attachments. Each object must have filename (string), contentType (MIME type string), and data (base64-encoded string)."}}},"loops_update_contact":{"id":"loops_update_contact","name":"Loops Update Contact","description":"Update an existing contact in Loops by email or userId. Creates a new contact if no match is found (upsert). Can update name, subscription status, user group, mailing lists, and custom properties.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Loops API key for authentication"},"email":{"type":"string","required":false,"visibility":"user-or-llm","description":"The contact email address (at least one of email or userId is required)"},"userId":{"type":"string","required":false,"visibility":"user-or-llm","description":"The contact userId (at least one of email or userId is required)"},"firstName":{"type":"string","required":false,"visibility":"user-or-llm","description":"The contact first name"},"lastName":{"type":"string","required":false,"visibility":"user-or-llm","description":"The contact last name"},"source":{"type":"string","required":false,"visibility":"user-or-llm","description":"Custom source value replacing the default \\"API\\""},"subscribed":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the contact receives campaign emails (sending true re-subscribes unsubscribed contacts)"},"userGroup":{"type":"string","required":false,"visibility":"user-or-llm","description":"Group to segment the contact into (one group per contact)"},"mailingLists":{"type":"json","required":false,"visibility":"user-or-llm","description":"Mailing list IDs mapped to boolean values (true to subscribe, false to unsubscribe)"},"customProperties":{"type":"json","required":false,"visibility":"user-or-llm","description":"Custom contact properties as key-value pairs (send null to reset a property)"}}},"luma_add_guests":{"id":"luma_add_guests","name":"Luma Add Guests","description":"Add guests to a Luma event by email. Guests are added with Going (approved) status and receive one ticket of the default ticket type.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Luma API key"},"eventId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Event ID (starts with evt-)"},"guests":{"type":"string","required":true,"visibility":"user-or-llm","description":"JSON array of guest objects. Each guest requires an \\"email\\" field and optionally \\"name\\", \\"first_name\\", \\"last_name\\". Example: [{\\"email\\": \\"user@example.com\\", \\"name\\": \\"John Doe\\"}]"}}},"luma_cancel_event":{"id":"luma_cancel_event","name":"Luma Cancel Event","description":"Cancel a Luma event. This is irreversible and notifies all registered guests. Requires a cancellation token obtained from the Request Event Cancellation endpoint.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Luma API key"},"eventId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Event ID to cancel (starts with evt-)"},"cancellationToken":{"type":"string","required":true,"visibility":"user-only","description":"Cancellation token from the Request Event Cancellation endpoint (POST /v1/event/cancel/request)"},"shouldRefund":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to refund paid guests. Required if the event has paid registrations."}}},"luma_create_event":{"id":"luma_create_event","name":"Luma Create Event","description":"Create a new event on Luma with a name, start time, timezone, and optional details like description, location, and visibility.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Luma API key"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Event name/title"},"startAt":{"type":"string","required":true,"visibility":"user-or-llm","description":"Event start time in ISO 8601 format (e.g., 2025-03-15T18:00:00Z)"},"timezone":{"type":"string","required":true,"visibility":"user-or-llm","description":"IANA timezone (e.g., America/New_York, Europe/London)"},"endAt":{"type":"string","required":false,"visibility":"user-or-llm","description":"Event end time in ISO 8601 format (e.g., 2025-03-15T20:00:00Z)"},"durationInterval":{"type":"string","required":false,"visibility":"user-or-llm","description":"Event duration as ISO 8601 interval (e.g., PT2H for 2 hours, PT30M for 30 minutes). 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key","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Mailgun API key"},"domain":{"type":"string","required":true,"visibility":"user-only","description":"Mailgun domain for retrieving messages (e.g., mg.example.com)"},"messageKey":{"type":"string","required":true,"visibility":"user-or-llm","description":"Message storage key"}}},"mailgun_list_domains":{"id":"mailgun_list_domains","name":"Mailgun List Domains","description":"List all domains for your Mailgun account","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Mailgun API key"}}},"mailgun_list_messages":{"id":"mailgun_list_messages","name":"Mailgun List Messages","description":"List events (logs) for messages sent through Mailgun","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Mailgun API key"},"domain":{"type":"string","required":true,"visibility":"user-only","description":"Mailgun domain for listing events (e.g., mg.example.com)"},"event":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by event type (accepted, delivered, failed, opened, clicked, etc.)"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of events to return (default: 100)"}}},"mailgun_send_message":{"id":"mailgun_send_message","name":"Mailgun Send Message","description":"Send an email using Mailgun API","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Mailgun API key"},"domain":{"type":"string","required":true,"visibility":"user-only","description":"Mailgun sending domain (e.g., mg.example.com)"},"from":{"type":"string","required":true,"visibility":"user-or-llm","description":"Sender email address (e.g., sender@example.com or \\"Name <sender@example.com>\\")"},"to":{"type":"string","required":true,"visibility":"user-or-llm","description":"Recipient email address (e.g., user@example.com). Use comma-separated values for multiple recipients"},"subject":{"type":"string","required":true,"visibility":"user-or-llm","description":"Email subject line"},"text":{"type":"string","required":false,"visibility":"user-or-llm","description":"Plain text body of the email"},"html":{"type":"string","required":false,"visibility":"user-or-llm","description":"HTML body of the email (e.g., \\"<h1>Hello</h1><p>Message content</p>\\")"},"cc":{"type":"string","required":false,"visibility":"user-or-llm","description":"CC recipient email address (e.g., cc@example.com). Use comma-separated values for multiple recipients"},"bcc":{"type":"string","required":false,"visibility":"user-or-llm","description":"BCC recipient email address (e.g., bcc@example.com). Use comma-separated values for multiple recipients"},"tags":{"type":"string","required":false,"visibility":"user-or-llm","description":"Tags for the email (comma-separated)"}}},"managed_agent_archive_session":{"id":"managed_agent_archive_session","name":"Managed Agent Archive Session","description":"Archive a Managed Agent session, preserving its history. Not reversible.","version":"1.0.0","params":{"credential":{"type":"string","required":true,"visibility":"user-only","description":"Claude Platform credential (Anthropic workspace API key) to act with."},"accessToken":{"type":"string","required":false,"visibility":"hidden","description":"Workspace API key injected by the executor from the selected credential."},"sessionId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Anthropic session id (sesn_...) to act on."}}},"managed_agent_create_session":{"id":"managed_agent_create_session","name":"Managed Agent Create Session","description":"Create a Claude Platform Managed Agent session and return its id without waiting for a reply.","version":"1.0.0","params":{"credential":{"type":"string","required":true,"visibility":"user-only","description":"Claude Platform credential (Anthropic workspace API key) to act with."},"accessToken":{"type":"string","required":false,"visibility":"hidden","description":"Workspace API key injected by the executor from the selected credential."},"agent":{"type":"string","required":true,"visibility":"user-only","description":"Managed-agent id inside the linked Claude workspace."},"environment":{"type":"string","required":true,"visibility":"user-only","description":"Environment id inside the linked Claude workspace."},"environmentType":{"type":"string","required":false,"visibility":"user-only","description":"Environment execution model hint (\'cloud\' | \'self_hosted\')."},"userMessage":{"type":"string","required":false,"visibility":"user-or-llm","description":"Optional first message; seeds initial_events and starts the agent immediately."},"vaults":{"type":"array","required":false,"visibility":"user-only","description":"Zero or more vault ids for MCP tool auth."},"vaultsAck":{"type":"boolean","required":false,"visibility":"user-only","description":"Acknowledgement that the author may use the attached vaults."},"memoryStoreId":{"type":"string","required":false,"visibility":"user-only","description":"Optional Agent Memory Store id."},"memoryAccess":{"type":"string","required":false,"visibility":"user-only","description":"Memory store access mode: \'read_write\' (default) or \'read_only\'."},"memoryInstructions":{"type":"string","required":false,"visibility":"user-only","description":"Per-attachment guidance for how the agent should use the memory store."},"files":{"type":"array","required":false,"visibility":"user-only","description":"File attachments (cloud envs only), as [{fileId, mountPath?}]."},"sessionParameters":{"type":"object","required":false,"visibility":"user-only","description":"Key/value session metadata forwarded to the session."}}},"managed_agent_delete_session":{"id":"managed_agent_delete_session","name":"Managed Agent Delete Session","description":"Permanently delete a Managed Agent session, its events, and its sandbox. Not reversible.","version":"1.0.0","params":{"credential":{"type":"string","required":true,"visibility":"user-only","description":"Claude Platform credential (Anthropic workspace API key) to act with."},"accessToken":{"type":"string","required":false,"visibility":"hidden","description":"Workspace API key injected by the executor from the selected credential."},"sessionId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Anthropic session id (sesn_...) to act on."}}},"managed_agent_get_session":{"id":"managed_agent_get_session","name":"Managed Agent Get Session","description":"Read a Managed Agent session: status, stop reason, token usage, metadata, and any tool calls awaiting approval.","version":"1.0.0","params":{"credential":{"type":"string","required":true,"visibility":"user-only","description":"Claude Platform credential (Anthropic workspace API key) to act with."},"accessToken":{"type":"string","required":false,"visibility":"hidden","description":"Workspace API key injected by the executor from the selected credential."},"sessionId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Anthropic session id (sesn_...) to act on."}}},"managed_agent_interrupt_session":{"id":"managed_agent_interrupt_session","name":"Managed Agent Interrupt Session","description":"Stop a running Managed Agent session; it stays usable afterwards.","version":"1.0.0","params":{"credential":{"type":"string","required":true,"visibility":"user-only","description":"Claude Platform credential (Anthropic workspace API key) to act with."},"accessToken":{"type":"string","required":false,"visibility":"hidden","description":"Workspace API key injected by the executor from the selected credential."},"sessionId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Anthropic session id (sesn_...) to act on."}}},"managed_agent_list_events":{"id":"managed_agent_list_events","name":"Managed Agent List Events","description":"Read a Managed Agent session\'s event history and the agent\'s reply text.","version":"1.0.0","params":{"credential":{"type":"string","required":true,"visibility":"user-only","description":"Claude Platform credential (Anthropic workspace API key) to act with."},"accessToken":{"type":"string","required":false,"visibility":"hidden","description":"Workspace API key injected by the executor from the selected credential."},"sessionId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Anthropic session id (sesn_...) to act on."},"eventTypes":{"type":"array","required":false,"visibility":"user-or-llm","description":"Optional event-type filter, e.g. [\'agent.message\']. Omit to return every event."},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum events to return, keeping the most recent (default 500)."}}},"managed_agent_respond_custom_tool":{"id":"managed_agent_respond_custom_tool","name":"Managed Agent Respond To Custom Tool","description":"Return the result of a custom tool a Managed Agent session is waiting on so it can continue.","version":"1.0.0","params":{"credential":{"type":"string","required":true,"visibility":"user-only","description":"Claude Platform credential (Anthropic workspace API key) to act with."},"accessToken":{"type":"string","required":false,"visibility":"hidden","description":"Workspace API key injected by the executor from the selected credential."},"sessionId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Anthropic session id (sesn_...) to act on."},"customToolUseId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The custom tool-use EVENT id being answered, from Get Session pendingTools[].id where kind is \'custom_tool_result\'."},"result":{"type":"string","required":true,"visibility":"user-or-llm","description":"The tool\'s output, returned to the agent as text."},"isError":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Mark the result as a failure so the agent can adjust its approach."}}},"managed_agent_respond_tool_confirmation":{"id":"managed_agent_respond_tool_confirmation","name":"Managed Agent Respond To Tool Confirmation","description":"Allow or deny the tool calls a Managed Agent session is waiting on before it can continue.","version":"1.0.0","params":{"credential":{"type":"string","required":true,"visibility":"user-only","description":"Claude Platform credential (Anthropic workspace API key) to act with."},"accessToken":{"type":"string","required":false,"visibility":"hidden","description":"Workspace API key injected by the executor from the selected credential."},"sessionId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Anthropic session id (sesn_...) to act on."},"toolUseIds":{"type":"array","required":true,"visibility":"user-or-llm","description":"Blocking tool-use EVENT ids, from Get Session pendingTools[].id where kind is \'confirmation\' (not toolu_ ids)."},"decision":{"type":"string","required":true,"visibility":"user-or-llm","description":"\'allow\' to let the tools run, or \'deny\' to reject them."},"denyMessage":{"type":"string","required":false,"visibility":"user-or-llm","description":"Reason surfaced to the agent. Only sent when the decision is deny."}}},"managed_agent_run_session":{"id":"managed_agent_run_session","name":"Managed Agent Run Session","description":"Open a Claude Platform Managed Agent session and return the assistant response as text.","version":"1.0.0","params":{"credential":{"type":"string","required":true,"visibility":"user-only","description":"Claude Platform credential (Anthropic workspace API key) to run the agent with."},"accessToken":{"type":"string","required":false,"visibility":"hidden","description":"Workspace API key injected by the executor from the selected credential."},"agent":{"type":"string","required":true,"visibility":"user-only","description":"Managed-agent id inside the linked Claude workspace."},"environment":{"type":"string","required":true,"visibility":"user-only","description":"Environment id inside the linked Claude workspace."},"environmentType":{"type":"string","required":false,"visibility":"user-only","description":"Environment execution model hint (\'cloud\' | \'self_hosted\'); the actual type is re-resolved server-side for routing."},"userMessage":{"type":"string","required":true,"visibility":"user-or-llm","description":"The user message to send to the Managed Agent."},"vaults":{"type":"array","required":false,"visibility":"user-only","description":"Zero or more vault ids for MCP tool auth."},"vaultsAck":{"type":"boolean","required":false,"visibility":"user-only","description":"Acknowledgement that the author may use the attached vaults."},"memoryStoreId":{"type":"string","required":false,"visibility":"user-only","description":"Optional Agent Memory Store id."},"memoryAccess":{"type":"string","required":false,"visibility":"user-only","description":"Memory store access mode: \'read_write\' (default) or \'read_only\'."},"memoryInstructions":{"type":"string","required":false,"visibility":"user-only","description":"Per-attachment guidance for how the agent should use the memory store."},"files":{"type":"array","required":false,"visibility":"user-only","description":"File attachments (cloud envs only), as [{fileId, mountPath?}]."},"sessionParameters":{"type":"object","required":false,"visibility":"user-only","description":"Key/value session metadata forwarded to the session."}}},"managed_agent_send_message":{"id":"managed_agent_send_message","name":"Managed Agent Send Message","description":"Send a user message to an existing Claude Platform Managed Agent session.","version":"1.0.0","params":{"credential":{"type":"string","required":true,"visibility":"user-only","description":"Claude Platform credential (Anthropic workspace API key) to act with."},"accessToken":{"type":"string","required":false,"visibility":"hidden","description":"Workspace API key injected by the executor from the selected credential."},"sessionId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Anthropic session id (sesn_...) to act on."},"userMessage":{"type":"string","required":true,"visibility":"user-or-llm","description":"The user message to send to the session."}}},"managed_agent_update_session":{"id":"managed_agent_update_session","name":"Managed Agent Update Session","description":"Update a Managed Agent session\'s title or metadata.","version":"1.0.0","params":{"credential":{"type":"string","required":true,"visibility":"user-only","description":"Claude Platform credential (Anthropic workspace API key) to act with."},"accessToken":{"type":"string","required":false,"visibility":"hidden","description":"Workspace API key injected by the executor from the selected credential."},"sessionId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Anthropic session id (sesn_...) to act on."},"title":{"type":"string","required":false,"visibility":"user-or-llm","description":"New session title."},"sessionParameters":{"type":"object","required":false,"visibility":"user-or-llm","description":"Replacement metadata map (replaces all stored metadata, not merged). Leaving it empty leaves the stored metadata unchanged — use clearMetadata to remove it."},"clearMetadata":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Removes all of the session\'s stored metadata. Overrides any map supplied above."}}},"mem0_add_memories":{"id":"mem0_add_memories","name":"Add Memories","description":"Add memories to Mem0 for persistent storage and retrieval","version":"1.0.0","params":{"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"User ID associated with the memory (e.g., \\"user_123\\", \\"alice@example.com\\")"},"messages":{"type":"json","required":true,"visibility":"user-or-llm","description":"Array of message objects with role and content (e.g., [{\\"role\\": \\"user\\", \\"content\\": \\"Hello\\"}])"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Your Mem0 API key"}}},"mem0_get_memories":{"id":"mem0_get_memories","name":"Get Memories","description":"Retrieve memories from Mem0 by ID or filter criteria","version":"1.0.0","params":{"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"User ID to retrieve memories for (e.g., \\"user_123\\", \\"alice@example.com\\")"},"memoryId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Specific memory ID to retrieve (e.g., \\"mem_abc123\\")"},"startDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Start date for filtering by created_at (e.g., \\"2024-01-15\\")"},"endDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"End date for filtering by created_at (e.g., \\"2024-12-31\\")"},"limit":{"type":"number","required":false,"default":10,"visibility":"user-or-llm","description":"Maximum number of results to return (e.g., 10, 50, 100)"},"page":{"type":"number","required":false,"default":1,"visibility":"user-or-llm","description":"Page number to retrieve for paginated list results"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Your Mem0 API key"}}},"mem0_search_memories":{"id":"mem0_search_memories","name":"Search Memories","description":"Search for memories in Mem0 using semantic search","version":"1.0.0","params":{"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"User ID to search memories for (e.g., \\"user_123\\", \\"alice@example.com\\")"},"query":{"type":"string","required":true,"visibility":"user-or-llm","description":"Search query to find relevant memories (e.g., \\"What are my favorite foods?\\")"},"limit":{"type":"number","required":false,"default":10,"visibility":"user-or-llm","description":"Maximum number of results to return (e.g., 10, 50, 100)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Your Mem0 API key"}}},"memory_add":{"id":"memory_add","name":"Add Memory","description":"Add a new memory to the database or append to existing memory with the same ID.","version":"1.0.0","params":{"conversationId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Conversation identifier (e.g., user-123, session-abc). If a memory with this conversationId already exists, the new message will be appended to it."},"id":{"type":"string","required":false,"visibility":"user-or-llm","description":"Legacy parameter for conversation identifier. Use conversationId instead. Provided for backwards compatibility."},"role":{"type":"string","required":true,"visibility":"user-or-llm","description":"Role for agent memory (user, assistant, or system)"},"content":{"type":"string","required":true,"visibility":"user-or-llm","description":"Content for agent memory"}}},"memory_delete":{"id":"memory_delete","name":"Delete Memory","description":"Delete memories by conversationId.","version":"1.0.0","params":{"conversationId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Conversation identifier (e.g., user-123, session-abc). Deletes all memories for this conversation."},"id":{"type":"string","required":false,"visibility":"user-or-llm","description":"Legacy parameter for conversation identifier. Use conversationId instead. Provided for backwards compatibility."}}},"memory_get":{"id":"memory_get","name":"Get Memory","description":"Retrieve memory by conversationId. Returns matching memories.","version":"1.0.0","params":{"conversationId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Conversation identifier (e.g., user-123, session-abc). Returns memories for this conversation."},"id":{"type":"string","required":false,"visibility":"user-or-llm","description":"Legacy parameter for conversation identifier. Use conversationId instead. Provided for backwards compatibility."}}},"memory_get_all":{"id":"memory_get_all","name":"Get All Memories","description":"Retrieve all memories from the database","version":"1.0.0","params":{}},"microsoft_ad_add_group_member":{"id":"microsoft_ad_add_group_member","name":"Add Azure AD Group Member","description":"Add a member to a group in Azure AD (Microsoft Entra ID)","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Microsoft Graph API access token"},"groupId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Group ID"},"memberId":{"type":"string","required":true,"visibility":"user-or-llm","description":"User ID of the member to add"}},"oauth":{"required":true,"provider":"microsoft-ad"}},"microsoft_ad_create_group":{"id":"microsoft_ad_create_group","name":"Create Azure AD Group","description":"Create a new group in Azure AD (Microsoft Entra ID)","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Microsoft Graph API access token"},"displayName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Display name for the group"},"mailNickname":{"type":"string","required":true,"visibility":"user-or-llm","description":"Mail alias for the group (ASCII only, max 64 characters)"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Group description"},"mailEnabled":{"type":"boolean","required":true,"visibility":"user-or-llm","description":"Whether mail is enabled (true for Microsoft 365 groups)"},"securityEnabled":{"type":"boolean","required":true,"visibility":"user-or-llm","description":"Whether security is enabled (true for security groups)"},"groupTypes":{"type":"string","required":false,"visibility":"user-or-llm","description":"Group type: \\"Unified\\" for Microsoft 365 group, leave empty for security group"},"visibility":{"type":"string","required":false,"visibility":"user-or-llm","description":"Group visibility: \\"Private\\" or \\"Public\\" (can be changed later), or \\"HiddenMembership\\" (Microsoft 365 groups only; can only be set at creation and never changed afterward)"}},"oauth":{"required":true,"provider":"microsoft-ad"}},"microsoft_ad_create_user":{"id":"microsoft_ad_create_user","name":"Create Azure AD User","description":"Create a new user in Azure AD (Microsoft Entra ID)","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Microsoft Graph API access token"},"displayName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Display name for the user"},"mailNickname":{"type":"string","required":true,"visibility":"user-or-llm","description":"Mail alias for the user"},"userPrincipalName":{"type":"string","required":true,"visibility":"user-or-llm","description":"User principal name (e.g., \\"user@example.com\\")"},"password":{"type":"string","required":true,"visibility":"user-only","description":"Initial password for the user"},"accountEnabled":{"type":"boolean","required":true,"visibility":"user-or-llm","description":"Whether the account is enabled"},"givenName":{"type":"string","required":false,"visibility":"user-or-llm","description":"First name"},"surname":{"type":"string","required":false,"visibility":"user-or-llm","description":"Last name"},"jobTitle":{"type":"string","required":false,"visibility":"user-or-llm","description":"Job title"},"department":{"type":"string","required":false,"visibility":"user-or-llm","description":"Department"},"officeLocation":{"type":"string","required":false,"visibility":"user-or-llm","description":"Office location"},"mobilePhone":{"type":"string","required":false,"visibility":"user-or-llm","description":"Mobile phone number"}},"oauth":{"required":true,"provider":"microsoft-ad"}},"microsoft_ad_delete_group":{"id":"microsoft_ad_delete_group","name":"Delete Azure AD Group","description":"Delete a group from Azure AD (Microsoft Entra ID). Microsoft 365 and security groups can be restored within 30 days.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Microsoft Graph API access token"},"groupId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Group ID"}},"oauth":{"required":true,"provider":"microsoft-ad"}},"microsoft_ad_delete_user":{"id":"microsoft_ad_delete_user","name":"Delete Azure AD User","description":"Delete a user from Azure AD (Microsoft Entra ID). The user is moved to a temporary container and can be restored within 30 days.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Microsoft Graph API access token"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"User ID or user principal name"}},"oauth":{"required":true,"provider":"microsoft-ad"}},"microsoft_ad_get_group":{"id":"microsoft_ad_get_group","name":"Get Azure AD Group","description":"Get a group by ID from Azure AD (Microsoft Entra ID)","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Microsoft Graph API access token"},"groupId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Group ID"}},"oauth":{"required":true,"provider":"microsoft-ad"}},"microsoft_ad_get_user":{"id":"microsoft_ad_get_user","name":"Get Azure AD User","description":"Get a user by ID or user principal name from Azure AD","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Microsoft Graph API access token"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"User ID or user principal name (e.g., \\"user@example.com\\")"}},"oauth":{"required":true,"provider":"microsoft-ad"}},"microsoft_ad_list_group_members":{"id":"microsoft_ad_list_group_members","name":"List Azure AD Group Members","description":"List members of a group in Azure AD (Microsoft Entra ID)","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Microsoft Graph API access token"},"groupId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Group ID. Not needed when Next Page is provided to fetch a later page."},"top":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of members to return (default 100, max 999)"},"nextLink":{"type":"string","required":false,"visibility":"user-or-llm","description":"Continuation URL from a previous response\'s \\"nextLink\\" output, used to fetch the next page of results"}},"oauth":{"required":true,"provider":"microsoft-ad"}},"microsoft_ad_list_groups":{"id":"microsoft_ad_list_groups","name":"List Azure AD Groups","description":"List groups in Azure AD (Microsoft Entra ID)","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Microsoft Graph API access token"},"top":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of groups to return (default 100, max 999)"},"filter":{"type":"string","required":false,"visibility":"user-or-llm","description":"OData filter expression (e.g., \\"securityEnabled eq true\\")"},"search":{"type":"string","required":false,"visibility":"user-or-llm","description":"Search string to filter groups by displayName or description"},"nextLink":{"type":"string","required":false,"visibility":"user-or-llm","description":"Continuation URL from a previous response\'s \\"nextLink\\" output, used to fetch the next page of results"}},"oauth":{"required":true,"provider":"microsoft-ad"}},"microsoft_ad_list_users":{"id":"microsoft_ad_list_users","name":"List Azure AD Users","description":"List users in Azure AD (Microsoft Entra ID)","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Microsoft Graph API access token"},"top":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of users to return (default 100, max 999)"},"filter":{"type":"string","required":false,"visibility":"user-or-llm","description":"OData filter expression (e.g., \\"department eq \'Sales\'\\")"},"search":{"type":"string","required":false,"visibility":"user-or-llm","description":"Search string to filter users by displayName or mail"},"nextLink":{"type":"string","required":false,"visibility":"user-or-llm","description":"Continuation URL from a previous response\'s \\"nextLink\\" output, used to fetch the next page of results"}},"oauth":{"required":true,"provider":"microsoft-ad"}},"microsoft_ad_remove_group_member":{"id":"microsoft_ad_remove_group_member","name":"Remove Azure AD Group Member","description":"Remove a member from a group in Azure AD (Microsoft Entra ID)","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Microsoft Graph API access token"},"groupId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Group ID"},"memberId":{"type":"string","required":true,"visibility":"user-or-llm","description":"User ID of the member to remove"}},"oauth":{"required":true,"provider":"microsoft-ad"}},"microsoft_ad_update_group":{"id":"microsoft_ad_update_group","name":"Update Azure AD Group","description":"Update group properties in Azure AD (Microsoft Entra ID)","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Microsoft Graph API access token"},"groupId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Group ID"},"displayName":{"type":"string","required":false,"visibility":"user-or-llm","description":"Display name"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Group description"},"mailNickname":{"type":"string","required":false,"visibility":"user-or-llm","description":"Mail alias"},"visibility":{"type":"string","required":false,"visibility":"user-or-llm","description":"Group visibility: \\"Private\\" or \\"Public\\""}},"oauth":{"required":true,"provider":"microsoft-ad"}},"microsoft_ad_update_user":{"id":"microsoft_ad_update_user","name":"Update Azure AD User","description":"Update user properties in Azure AD (Microsoft Entra ID)","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Microsoft Graph API access token"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"User ID or user principal name"},"displayName":{"type":"string","required":false,"visibility":"user-or-llm","description":"Display name"},"givenName":{"type":"string","required":false,"visibility":"user-or-llm","description":"First name"},"surname":{"type":"string","required":false,"visibility":"user-or-llm","description":"Last name"},"jobTitle":{"type":"string","required":false,"visibility":"user-or-llm","description":"Job title"},"department":{"type":"string","required":false,"visibility":"user-or-llm","description":"Department"},"officeLocation":{"type":"string","required":false,"visibility":"user-or-llm","description":"Office location"},"mobilePhone":{"type":"string","required":false,"visibility":"user-or-llm","description":"Mobile phone number"},"accountEnabled":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the account is enabled"}},"oauth":{"required":true,"provider":"microsoft-ad"}},"microsoft_dataverse_associate":{"id":"microsoft_dataverse_associate","name":"Associate Microsoft Dataverse Records","description":"Associate two records in Microsoft Dataverse via a navigation property. Creates a relationship between a source record and a target record. Supports both collection-valued (POST) and single-valued (PUT) navigation properties.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Microsoft Dataverse API"},"environmentUrl":{"type":"string","required":true,"visibility":"user-only","description":"Dataverse environment URL (e.g., https://myorg.crm.dynamics.com)"},"entitySetName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Source entity set name (e.g., accounts)"},"recordId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Source record GUID"},"navigationProperty":{"type":"string","required":true,"visibility":"user-or-llm","description":"Navigation property name (e.g., contact_customer_accounts for collection-valued, or parentcustomerid_account for single-valued)"},"targetEntitySetName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Target entity set name (e.g., contacts)"},"targetRecordId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Target record GUID to associate"},"navigationType":{"type":"string","required":false,"visibility":"user-or-llm","description":"Type of navigation property: \\"collection\\" (default, uses POST) or \\"single\\" (uses PUT for lookup fields)"}},"oauth":{"required":true,"provider":"microsoft-dataverse"}},"microsoft_dataverse_create_multiple":{"id":"microsoft_dataverse_create_multiple","name":"Create Multiple Microsoft Dataverse Records","description":"Create multiple records of the same table type in a single request. Each record in the Targets array must include an @odata.type annotation. Recommended batch size: 100-1000 records for standard tables.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Microsoft Dataverse API"},"environmentUrl":{"type":"string","required":true,"visibility":"user-only","description":"Dataverse environment URL (e.g., https://myorg.crm.dynamics.com)"},"entitySetName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Entity set name (plural table name, e.g., accounts, contacts)"},"entityLogicalName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Table logical name for @odata.type annotation (e.g., account, contact). Used to set Microsoft.Dynamics.CRM.{entityLogicalName} on each record."},"records":{"type":"object","required":true,"visibility":"user-or-llm","description":"Array of record objects to create. Each record should contain column logical names as keys. The @odata.type annotation is added automatically."}},"oauth":{"required":true,"provider":"microsoft-dataverse"}},"microsoft_dataverse_create_record":{"id":"microsoft_dataverse_create_record","name":"Create Microsoft Dataverse Record","description":"Create a new record in a Microsoft Dataverse table. Requires the entity set name (plural table name) and record data as a JSON object.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Microsoft Dataverse API"},"environmentUrl":{"type":"string","required":true,"visibility":"user-only","description":"Dataverse environment URL (e.g., https://myorg.crm.dynamics.com)"},"entitySetName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Entity set name (plural table name, e.g., accounts, contacts)"},"data":{"type":"object","required":true,"visibility":"user-or-llm","description":"Record data as a JSON object with column names as keys"}},"oauth":{"required":true,"provider":"microsoft-dataverse"}},"microsoft_dataverse_delete_record":{"id":"microsoft_dataverse_delete_record","name":"Delete Microsoft Dataverse Record","description":"Delete a record from a Microsoft Dataverse table by its ID.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Microsoft Dataverse API"},"environmentUrl":{"type":"string","required":true,"visibility":"user-only","description":"Dataverse environment URL (e.g., https://myorg.crm.dynamics.com)"},"entitySetName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Entity set name (plural table name, e.g., accounts, contacts)"},"recordId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The unique identifier (GUID) of the record to delete"}},"oauth":{"required":true,"provider":"microsoft-dataverse"}},"microsoft_dataverse_disassociate":{"id":"microsoft_dataverse_disassociate","name":"Disassociate Microsoft Dataverse Records","description":"Remove an association between two records in Microsoft Dataverse. For collection-valued navigation properties, provide the target record ID. For single-valued navigation properties, only the navigation property name is needed.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Microsoft Dataverse API"},"environmentUrl":{"type":"string","required":true,"visibility":"user-only","description":"Dataverse environment URL (e.g., https://myorg.crm.dynamics.com)"},"entitySetName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Source entity set name (e.g., accounts)"},"recordId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Source record GUID"},"navigationProperty":{"type":"string","required":true,"visibility":"user-or-llm","description":"Navigation property name (e.g., contact_customer_accounts for collection-valued, or parentcustomerid_account for single-valued)"},"targetRecordId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Target record GUID (required for collection-valued navigation properties, omit for single-valued)"}},"oauth":{"required":true,"provider":"microsoft-dataverse"}},"microsoft_dataverse_download_file":{"id":"microsoft_dataverse_download_file","name":"Download File from Microsoft Dataverse","description":"Download a file from a file or image column on a Dataverse record. Stores the file in execution storage and returns a file reference, plus the base64 content and metadata directly.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Microsoft Dataverse API"},"environmentUrl":{"type":"string","required":true,"visibility":"user-only","description":"Dataverse environment URL (e.g., https://myorg.crm.dynamics.com)"},"entitySetName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Entity set name (plural table name, e.g., accounts, contacts)"},"recordId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Record GUID to download the file from"},"fileColumn":{"type":"string","required":true,"visibility":"user-or-llm","description":"File or image column logical name (e.g., entityimage, cr_document)"}},"oauth":{"required":true,"provider":"microsoft-dataverse"}},"microsoft_dataverse_execute_action":{"id":"microsoft_dataverse_execute_action","name":"Execute Microsoft Dataverse Action","description":"Execute a bound or unbound Dataverse action. Actions perform operations with side effects (e.g., Merge, GrantAccess, SendEmail, QualifyLead). For bound actions, provide the entity set name and record ID.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Microsoft Dataverse API"},"environmentUrl":{"type":"string","required":true,"visibility":"user-only","description":"Dataverse environment URL (e.g., https://myorg.crm.dynamics.com)"},"actionName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Action name (e.g., Merge, GrantAccess, SendEmail). Do not include the Microsoft.Dynamics.CRM. namespace prefix for unbound actions."},"entitySetName":{"type":"string","required":false,"visibility":"user-or-llm","description":"Entity set name for bound actions (e.g., accounts). Leave empty for unbound actions."},"recordId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Record GUID for bound actions. Leave empty for unbound or collection-bound actions."},"parameters":{"type":"object","required":false,"visibility":"user-or-llm","description":"Action parameters as a JSON object. For entity references, include @odata.type annotation (e.g., {\\"Target\\": {\\"@odata.type\\": \\"Microsoft.Dynamics.CRM.account\\", \\"accountid\\": \\"...\\"}})"}},"oauth":{"required":true,"provider":"microsoft-dataverse"}},"microsoft_dataverse_execute_function":{"id":"microsoft_dataverse_execute_function","name":"Execute Microsoft Dataverse Function","description":"Execute a bound or unbound Dataverse function. Functions are read-only operations (e.g., RetrievePrincipalAccess, RetrieveTotalRecordCount, InitializeFrom). For bound functions, provide the entity set name and record ID.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Microsoft Dataverse API"},"environmentUrl":{"type":"string","required":true,"visibility":"user-only","description":"Dataverse environment URL (e.g., https://myorg.crm.dynamics.com)"},"functionName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Function name (e.g., RetrievePrincipalAccess, RetrieveTotalRecordCount). Do not include the Microsoft.Dynamics.CRM. namespace prefix for unbound functions."},"entitySetName":{"type":"string","required":false,"visibility":"user-or-llm","description":"Entity set name for bound functions (e.g., systemusers). Leave empty for unbound functions."},"recordId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Record GUID for bound functions. Leave empty for unbound functions."},"parameters":{"type":"string","required":false,"visibility":"user-or-llm","description":"Function parameters for the URL. Simple values can be inlined (e.g., \\"LocalizedStandardName=\'Pacific Standard Time\',LocaleId=1033\\"), but values with reserved characters (/ < > * % & : \\\\ ? +) must use parameter aliases: put the alias assignment in parentheses and the alias-to-value bindings after a \\"?\\", e.g. \\"LocalizedStandardName=@p1,LocaleId=@p2?@p1=\'Pacific Standard Time\'&@p2=1033\\". Do not include the enclosing parentheses yourself."}},"oauth":{"required":true,"provider":"microsoft-dataverse"}},"microsoft_dataverse_fetchxml_query":{"id":"microsoft_dataverse_fetchxml_query","name":"FetchXML Query Microsoft Dataverse","description":"Execute a FetchXML query against a Microsoft Dataverse table. FetchXML supports aggregation, grouping, linked-entity joins, and complex filtering beyond OData capabilities.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Microsoft Dataverse API"},"environmentUrl":{"type":"string","required":true,"visibility":"user-only","description":"Dataverse environment URL (e.g., https://myorg.crm.dynamics.com)"},"entitySetName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Entity set name (plural table name, e.g., accounts, contacts)"},"fetchXml":{"type":"string","required":true,"visibility":"user-or-llm","description":"FetchXML query string. Must include <fetch> root element and <entity> child element matching the table logical name."}},"oauth":{"required":true,"provider":"microsoft-dataverse"}},"microsoft_dataverse_get_entity_metadata":{"id":"microsoft_dataverse_get_entity_metadata","name":"Get Microsoft Dataverse Table Metadata","description":"Retrieve table (entity) and column (attribute) definitions for a Microsoft Dataverse table by its singular logical name. Use this to look up the correct entity set name and column logical names before building record data for other operations.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Microsoft Dataverse API"},"environmentUrl":{"type":"string","required":true,"visibility":"user-only","description":"Dataverse environment URL (e.g., https://myorg.crm.dynamics.com)"},"entityLogicalName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Singular table logical name to look up (e.g., account, contact)"},"select":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated table metadata properties to return (OData $select, e.g., LogicalName,DisplayName,EntitySetName,PrimaryIdAttribute)"},"includeAttributes":{"type":"string","required":false,"visibility":"user-or-llm","description":"Set to \\"true\\" to also return the column (attribute) definitions for the table"}},"oauth":{"required":true,"provider":"microsoft-dataverse"}},"microsoft_dataverse_get_record":{"id":"microsoft_dataverse_get_record","name":"Get Microsoft Dataverse Record","description":"Retrieve a single record from a Microsoft Dataverse table by its ID. Supports $select and $expand OData query options.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Microsoft Dataverse API"},"environmentUrl":{"type":"string","required":true,"visibility":"user-only","description":"Dataverse environment URL (e.g., https://myorg.crm.dynamics.com)"},"entitySetName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Entity set name (plural table name, e.g., accounts, contacts)"},"recordId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The unique identifier (GUID) of the record to retrieve"},"select":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of columns to return (OData $select)"},"expand":{"type":"string","required":false,"visibility":"user-or-llm","description":"Navigation properties to expand (OData $expand)"}},"oauth":{"required":true,"provider":"microsoft-dataverse"}},"microsoft_dataverse_list_records":{"id":"microsoft_dataverse_list_records","name":"List Microsoft Dataverse Records","description":"Query and list records from a Microsoft Dataverse table. Supports OData query options for filtering, selecting columns, ordering, and pagination.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Microsoft Dataverse API"},"environmentUrl":{"type":"string","required":true,"visibility":"user-only","description":"Dataverse environment URL (e.g., https://myorg.crm.dynamics.com)"},"entitySetName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Entity set name (plural table name, e.g., accounts, contacts)"},"select":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of columns to return (OData $select)"},"filter":{"type":"string","required":false,"visibility":"user-or-llm","description":"OData $filter expression (e.g., statecode eq 0)"},"orderBy":{"type":"string","required":false,"visibility":"user-or-llm","description":"OData $orderby expression (e.g., name asc, createdon desc)"},"top":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of records to return (OData $top)"},"expand":{"type":"string","required":false,"visibility":"user-or-llm","description":"Navigation properties to expand (OData $expand)"},"count":{"type":"string","required":false,"visibility":"user-or-llm","description":"Set to \\"true\\" to include total record count in response (OData $count)"}},"oauth":{"required":true,"provider":"microsoft-dataverse"}},"microsoft_dataverse_search":{"id":"microsoft_dataverse_search","name":"Search Microsoft Dataverse","description":"Perform a full-text relevance search across Microsoft Dataverse tables. Requires Dataverse Search to be enabled on the environment. Supports simple and Lucene query syntax.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Microsoft Dataverse API"},"environmentUrl":{"type":"string","required":true,"visibility":"user-only","description":"Dataverse environment URL (e.g., https://myorg.crm.dynamics.com)"},"searchTerm":{"type":"string","required":true,"visibility":"user-or-llm","description":"Search text (1-100 chars). Supports simple syntax: + (AND), | (OR), - (NOT), * (wildcard), \\"exact phrase\\""},"entities":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON array of search entity configs. Each object: {\\"Name\\":\\"account\\",\\"SelectColumns\\":[\\"name\\"],\\"SearchColumns\\":[\\"name\\"],\\"Filter\\":\\"statecode eq 0\\"}"},"filter":{"type":"string","required":false,"visibility":"user-or-llm","description":"Global OData filter applied across all entities (e.g., \\"createdon gt 2024-01-01\\")"},"facets":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON array of facet specifications (e.g., [\\"entityname,count:100\\",\\"ownerid,count:100\\"])"},"top":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of results (default: 50, max: 100)"},"skip":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to skip for pagination"},"orderBy":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON array of sort expressions (e.g., [\\"createdon desc\\"])"},"searchMode":{"type":"string","required":false,"visibility":"user-or-llm","description":"Search mode: \\"any\\" (default, match any term) or \\"all\\" (match all terms)"},"searchType":{"type":"string","required":false,"visibility":"user-or-llm","description":"Query type: \\"simple\\" (default) or \\"lucene\\" (enables regex, fuzzy, proximity, boosting)"}},"oauth":{"required":true,"provider":"microsoft-dataverse"}},"microsoft_dataverse_update_multiple":{"id":"microsoft_dataverse_update_multiple","name":"Update Multiple Microsoft Dataverse Records","description":"Update multiple records of the same table type in a single request. 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If omitted, uses personal OneDrive."},"sheetName":{"type":"string","required":false,"visibility":"user-or-llm","description":"The name of the worksheet (e.g., \\"Sheet1\\"). If omitted, the range must use the combined \\"Sheet1!A1:B2\\" format."},"range":{"type":"string","required":true,"visibility":"user-or-llm","description":"The cell range to format (e.g., \\"A1:D10\\" or \\"Sheet1!A1:D10\\")"},"fillColor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Background fill color as an HTML hex code (e.g., \\"#FFFF00\\")."},"fontBold":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the font is bold."},"fontItalic":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the font is italic."},"fontColor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Font color as an HTML hex code (e.g., \\"#FF0000\\")."},"fontSize":{"type":"number","required":false,"visibility":"user-or-llm","description":"Font size in points (e.g., 12)."},"fontName":{"type":"string","required":false,"visibility":"user-or-llm","description":"Font name (e.g., \\"Calibri\\")."}},"oauth":{"required":true,"provider":"microsoft-excel"}},"microsoft_excel_read":{"id":"microsoft_excel_read","name":"Read from Microsoft Excel","description":"Read data from a Microsoft Excel spreadsheet","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Excel API"},"spreadsheetId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the spreadsheet/workbook to read from (e.g., \\"01ABC123DEF456\\")"},"driveId":{"type":"string","required":false,"visibility":"user-or-llm","description":"The ID of the drive containing the spreadsheet. 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When provided, the table is sorted and range/sheetName are ignored."},"sheetName":{"type":"string","required":false,"visibility":"user-or-llm","description":"The name of the worksheet (e.g., \\"Sheet1\\"). Used for range sorts when the range does not include a sheet name."},"range":{"type":"string","required":false,"visibility":"user-or-llm","description":"The cell range to sort (e.g., \\"A1:D10\\" or \\"Sheet1!A1:D10\\"). Required when no table name is provided."},"sortColumn":{"type":"number","required":true,"visibility":"user-or-llm","description":"The zero-based column index within the range or table to sort on (0 = first column)."},"sortAscending":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to sort in ascending order. Defaults to true."},"hasHeaders":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the range has a header row that should be excluded from sorting. Only applies to range sorts. 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\\"pbT5K2OVkkO1M7r5bfsJ6JgAGD5m\\")"},"etag":{"type":"string","required":true,"visibility":"user-only","description":"The ETag value from the task to delete (If-Match header)"}},"oauth":{"required":true,"provider":"microsoft-planner"}},"microsoft_planner_get_plan_details":{"id":"microsoft_planner_get_plan_details","name":"Get Microsoft Planner Plan Details","description":"Get detailed information about a plan including category descriptions and sharing","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Planner API"},"planId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the plan (e.g., \\"xqQg5FS2LkCe54tAMV_v2ZgADW2J\\")"}},"oauth":{"required":true,"provider":"microsoft-planner"}},"microsoft_planner_get_task_details":{"id":"microsoft_planner_get_task_details","name":"Get Microsoft Planner Task Details","description":"Get detailed information about a task including checklist and references","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Planner API"},"taskId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the task (e.g., \\"pbT5K2OVkkO1M7r5bfsJ6JgAGD5m\\")"}},"oauth":{"required":true,"provider":"microsoft-planner"}},"microsoft_planner_list_buckets":{"id":"microsoft_planner_list_buckets","name":"List Microsoft Planner Buckets","description":"List all buckets in a Microsoft Planner plan","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Planner API"},"planId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the plan (e.g., \\"xqQg5FS2LkCe54tAMV_v2ZgADW2J\\")"}},"oauth":{"required":true,"provider":"microsoft-planner"}},"microsoft_planner_list_plans":{"id":"microsoft_planner_list_plans","name":"List Microsoft Planner Plans","description":"List all plans shared with the current user","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Planner API"}},"oauth":{"required":true,"provider":"microsoft-planner"}},"microsoft_planner_read_bucket":{"id":"microsoft_planner_read_bucket","name":"Read Microsoft Planner Bucket","description":"Get details of a specific bucket","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Planner API"},"bucketId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the bucket to retrieve (e.g., \\"hsOf2dhOJkC6Fey9VjDg1JgAC9Rq\\")"}},"oauth":{"required":true,"provider":"microsoft-planner"}},"microsoft_planner_read_plan":{"id":"microsoft_planner_read_plan","name":"Read Microsoft Planner Plan","description":"Get details of a specific Microsoft Planner plan","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Planner API"},"planId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the plan to retrieve (e.g., \\"xqQg5FS2LkCe54tAMV_v2ZgADW2J\\")"}},"oauth":{"required":true,"provider":"microsoft-planner"}},"microsoft_planner_read_task":{"id":"microsoft_planner_read_task","name":"Read Microsoft Planner Tasks","description":"Read tasks from Microsoft Planner - get all user tasks or all tasks from a specific plan","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft 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\\"hsOf2dhOJkC6Fey9VjDg1JgAC9Rq\\")"},"name":{"type":"string","required":false,"visibility":"user-only","description":"The new name of the bucket"},"etag":{"type":"string","required":true,"visibility":"user-only","description":"The ETag value from the bucket to update (If-Match header)"}},"oauth":{"required":true,"provider":"microsoft-planner"}},"microsoft_planner_update_plan":{"id":"microsoft_planner_update_plan","name":"Update Microsoft Planner Plan","description":"Rename a Microsoft Planner plan","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Planner API"},"planId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the plan to update (e.g., \\"xqQg5FS2LkCe54tAMV_v2ZgADW2J\\")"},"etag":{"type":"string","required":true,"visibility":"user-only","description":"The ETag value from the plan to update (If-Match header)"},"title":{"type":"string","required":true,"visibility":"user-or-llm","description":"The new title of the plan"}},"oauth":{"required":true,"provider":"microsoft-planner"}},"microsoft_planner_update_plan_details":{"id":"microsoft_planner_update_plan_details","name":"Update Microsoft Planner Plan Details","description":"Update a plan\'s category (color label) descriptions and shared-with user list in Microsoft Planner","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Planner API"},"planId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the plan (e.g., \\"xqQg5FS2LkCe54tAMV_v2ZgADW2J\\")"},"etag":{"type":"string","required":true,"visibility":"user-only","description":"The ETag value from the plan details to update (If-Match header)"},"categoryDescriptions":{"type":"object","required":false,"visibility":"user-only","description":"Category label names as a JSON object, e.g. {\\"category1\\": \\"Blocked\\", \\"category2\\": \\"At Risk\\"}. Set a value to null to clear a label."},"sharedWith":{"type":"object","required":false,"visibility":"user-only","description":"User IDs to share the plan with as a JSON object, e.g. {\\"<user-id>\\": true}. Set a value to false to unshare."}},"oauth":{"required":true,"provider":"microsoft-planner"}},"microsoft_planner_update_task":{"id":"microsoft_planner_update_task","name":"Update Microsoft Planner Task","description":"Update a task in Microsoft Planner","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Planner API"},"taskId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the task to update (e.g., \\"pbT5K2OVkkO1M7r5bfsJ6JgAGD5m\\")"},"etag":{"type":"string","required":true,"visibility":"user-only","description":"The ETag value from the task to update (If-Match header)"},"title":{"type":"string","required":false,"visibility":"user-or-llm","description":"The new title of the task (e.g., \\"Review quarterly report\\")"},"bucketId":{"type":"string","required":false,"visibility":"user-or-llm","description":"The bucket ID to move the task to (e.g., \\"hsOf2dhOJkC6Fey9VjDg1JgAC9Rq\\")"},"dueDateTime":{"type":"string","required":false,"visibility":"user-or-llm","description":"The due date and time for the task in ISO 8601 format (e.g., \\"2025-03-15T17:00:00Z\\")"},"startDateTime":{"type":"string","required":false,"visibility":"user-only","description":"The start date and time for the task (ISO 8601 format)"},"percentComplete":{"type":"number","required":false,"visibility":"user-only","description":"The percentage of task completion (0-100)"},"priority":{"type":"number","required":false,"visibility":"user-only","description":"The priority of the task (0-10)"},"assigneeUserId":{"type":"string","required":false,"visibility":"user-or-llm","description":"The user ID to assign the task to (e.g., \\"e82f74c3-4d8a-4b5c-9f1e-2a6b8c9d0e3f\\")"},"appliedCategories":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated category labels to apply to the task, e.g. \\"category1,category3\\" (up to category1-category25, plan-defined color labels)"}},"oauth":{"required":true,"provider":"microsoft-planner"}},"microsoft_planner_update_task_details":{"id":"microsoft_planner_update_task_details","name":"Update Microsoft Planner Task Details","description":"Update task details including description, checklist items, and references in Microsoft Planner","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Planner API"},"taskId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the task (e.g., \\"pbT5K2OVkkO1M7r5bfsJ6JgAGD5m\\")"},"etag":{"type":"string","required":true,"visibility":"user-only","description":"The ETag value from the task details to update (If-Match header)"},"description":{"type":"string","required":false,"visibility":"user-only","description":"The description of the task"},"checklist":{"type":"object","required":false,"visibility":"user-only","description":"Checklist items as a JSON object"},"references":{"type":"object","required":false,"visibility":"user-only","description":"References as a JSON object"},"previewType":{"type":"string","required":false,"visibility":"user-only","description":"Preview type: automatic, noPreview, checklist, description, or reference"}},"oauth":{"required":true,"provider":"microsoft-planner"}},"microsoft_teams_delete_channel_message":{"id":"microsoft_teams_delete_channel_message","name":"Delete Microsoft Teams Channel Message","description":"Soft delete a message in a Microsoft Teams channel","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Teams API"},"teamId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the team (e.g., \\"12345678-abcd-1234-efgh-123456789012\\" - a GUID from team listings or channel info)"},"channelId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the channel containing the message (e.g., \\"19:abc123def456@thread.tacv2\\" - from channel listings)"},"messageId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the message to delete (e.g., \\"1234567890123\\" - a numeric string from message responses)"}},"oauth":{"required":true,"provider":"microsoft-teams"}},"microsoft_teams_delete_chat_message":{"id":"microsoft_teams_delete_chat_message","name":"Delete Microsoft Teams Chat Message","description":"Soft delete a message in a Microsoft Teams chat","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Teams API"},"chatId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the chat containing the message (e.g., \\"19:abc123def456@thread.v2\\" - from chat listings)"},"messageId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the message to delete (e.g., \\"1234567890123\\" - a numeric string from message responses)"}},"oauth":{"required":true,"provider":"microsoft-teams"}},"microsoft_teams_get_message":{"id":"microsoft_teams_get_message","name":"Get Microsoft Teams Message","description":"Get a specific message from a Microsoft Teams chat or channel","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Teams API"},"teamId":{"type":"string","required":false,"visibility":"user-or-llm","description":"The ID of the team for channel messages (e.g., \\"12345678-abcd-1234-efgh-123456789012\\" - a GUID)"},"channelId":{"type":"string","required":false,"visibility":"user-or-llm","description":"The ID of the channel for channel messages (e.g., \\"19:abc123def456@thread.tacv2\\")"},"chatId":{"type":"string","required":false,"visibility":"user-or-llm","description":"The ID of the chat for chat messages (e.g., \\"19:abc123def456@thread.v2\\")"},"messageId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the message to retrieve (e.g., \\"1234567890123\\" - a numeric string from message responses)"}},"oauth":{"required":true,"provider":"microsoft-teams"}},"microsoft_teams_list_channel_members":{"id":"microsoft_teams_list_channel_members","name":"List Microsoft Teams Channel Members","description":"List all members of a Microsoft Teams channel","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Teams API"},"teamId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the team (e.g., \\"12345678-abcd-1234-efgh-123456789012\\" - a GUID from team listings)"},"channelId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the channel (e.g., \\"19:abc123def456@thread.tacv2\\" - from channel listings)"}},"oauth":{"required":true,"provider":"microsoft-teams"}},"microsoft_teams_list_channels":{"id":"microsoft_teams_list_channels","name":"List Microsoft Teams Channels","description":"List all channels in a Microsoft Teams team","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Teams API"},"teamId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the team (e.g., \\"12345678-abcd-1234-efgh-123456789012\\" - a GUID from team listings)"}},"oauth":{"required":true,"provider":"microsoft-teams"}},"microsoft_teams_list_chat_members":{"id":"microsoft_teams_list_chat_members","name":"List Microsoft Teams Chat Members","description":"List all members of a Microsoft Teams chat","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Teams API"},"chatId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the chat (e.g., \\"19:abc123def456@thread.v2\\" - from chat listings)"}},"oauth":{"required":true,"provider":"microsoft-teams"}},"microsoft_teams_list_chats":{"id":"microsoft_teams_list_chats","name":"List Microsoft Teams Chats","description":"List the Microsoft Teams chats the current user is part of","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Teams API"}},"oauth":{"required":true,"provider":"microsoft-teams"}},"microsoft_teams_list_team_members":{"id":"microsoft_teams_list_team_members","name":"List Microsoft Teams Team Members","description":"List all members of a Microsoft Teams team","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Teams API"},"teamId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the team (e.g., \\"12345678-abcd-1234-efgh-123456789012\\" - a GUID from team listings)"}},"oauth":{"required":true,"provider":"microsoft-teams"}},"microsoft_teams_list_teams":{"id":"microsoft_teams_list_teams","name":"List Microsoft Teams","description":"List the Microsoft Teams the current user is a direct member of","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Teams API"}},"oauth":{"required":true,"provider":"microsoft-teams"}},"microsoft_teams_read_channel":{"id":"microsoft_teams_read_channel","name":"Read Microsoft Teams Channel","description":"Read content from a Microsoft Teams channel","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Teams API"},"teamId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the team to read from (e.g., \\"12345678-abcd-1234-efgh-123456789012\\" - a GUID from team listings)"},"channelId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the channel to read from (e.g., \\"19:abc123def456@thread.tacv2\\" - from channel listings)"},"includeAttachments":{"type":"boolean","required":false,"visibility":"user-only","description":"Download and include message attachments (hosted contents) into storage"}},"oauth":{"required":true,"provider":"microsoft-teams"}},"microsoft_teams_read_chat":{"id":"microsoft_teams_read_chat","name":"Read Microsoft Teams Chat","description":"Read content from a Microsoft Teams chat","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Teams API"},"chatId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the chat to read from (e.g., \\"19:abc123def456@thread.v2\\" - from chat listings)"},"includeAttachments":{"type":"boolean","required":false,"visibility":"user-only","description":"Download and include message attachments (hosted contents) into storage"}},"oauth":{"required":true,"provider":"microsoft-teams"}},"microsoft_teams_reply_to_message":{"id":"microsoft_teams_reply_to_message","name":"Reply to Microsoft Teams Channel Message","description":"Reply to an existing message in a Microsoft Teams channel","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Teams API"},"teamId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the team (e.g., \\"12345678-abcd-1234-efgh-123456789012\\" - a GUID from team listings or channel info)"},"channelId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the channel (e.g., \\"19:abc123def456@thread.tacv2\\" - from channel listings)"},"messageId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the message to reply to (e.g., \\"1234567890123\\" - a numeric string from message responses)"},"content":{"type":"string","required":true,"visibility":"user-or-llm","description":"The reply content (plain text or HTML formatted message)"}},"oauth":{"required":true,"provider":"microsoft-teams"}},"microsoft_teams_set_reaction":{"id":"microsoft_teams_set_reaction","name":"Add Reaction to Microsoft Teams Message","description":"Add an emoji reaction to a message in Microsoft Teams","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Teams API"},"teamId":{"type":"string","required":false,"visibility":"user-or-llm","description":"The ID of the team for channel messages (e.g., \\"12345678-abcd-1234-efgh-123456789012\\" - a GUID)"},"channelId":{"type":"string","required":false,"visibility":"user-or-llm","description":"The ID of the channel for channel messages (e.g., \\"19:abc123def456@thread.tacv2\\")"},"chatId":{"type":"string","required":false,"visibility":"user-or-llm","description":"The ID of the chat for chat messages (e.g., \\"19:abc123def456@thread.v2\\")"},"messageId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the message to react to (e.g., \\"1234567890123\\" - a numeric string from message responses)"},"reactionType":{"type":"string","required":true,"visibility":"user-or-llm","description":"The emoji reaction (e.g., ❤️, 👍, 😊)"}},"oauth":{"required":true,"provider":"microsoft-teams"}},"microsoft_teams_unset_reaction":{"id":"microsoft_teams_unset_reaction","name":"Remove Reaction from Microsoft Teams Message","description":"Remove an emoji reaction from a message in Microsoft Teams","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Teams API"},"teamId":{"type":"string","required":false,"visibility":"user-or-llm","description":"The ID of the team for channel messages (e.g., \\"12345678-abcd-1234-efgh-123456789012\\" - a GUID)"},"channelId":{"type":"string","required":false,"visibility":"user-or-llm","description":"The ID of the channel for channel messages (e.g., \\"19:abc123def456@thread.tacv2\\")"},"chatId":{"type":"string","required":false,"visibility":"user-or-llm","description":"The ID of the chat for chat messages (e.g., \\"19:abc123def456@thread.v2\\")"},"messageId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the message (e.g., \\"1234567890123\\" - a numeric string from message responses)"},"reactionType":{"type":"string","required":true,"visibility":"user-or-llm","description":"The emoji reaction to remove (e.g., ❤️, 👍, 😊)"}},"oauth":{"required":true,"provider":"microsoft-teams"}},"microsoft_teams_update_channel_message":{"id":"microsoft_teams_update_channel_message","name":"Update Microsoft Teams Channel Message","description":"Update an existing message in a Microsoft Teams channel","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Teams API"},"teamId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the team (e.g., \\"12345678-abcd-1234-efgh-123456789012\\" - a GUID from team listings or channel info)"},"channelId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the channel containing the message (e.g., \\"19:abc123def456@thread.tacv2\\" - from channel listings)"},"messageId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the message to update (e.g., \\"1234567890123\\" - a numeric string from message responses)"},"content":{"type":"string","required":true,"visibility":"user-or-llm","description":"The new content for the message (plain text or HTML formatted)"}},"oauth":{"required":true,"provider":"microsoft-teams"}},"microsoft_teams_update_chat_message":{"id":"microsoft_teams_update_chat_message","name":"Update Microsoft Teams Chat Message","description":"Update an existing message in a Microsoft Teams chat","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Teams API"},"chatId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the chat containing the message (e.g., \\"19:abc123def456@thread.v2\\" - from chat listings)"},"messageId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the message to update (e.g., \\"1234567890123\\" - a numeric string from message responses)"},"content":{"type":"string","required":true,"visibility":"user-or-llm","description":"The new content for the message (plain text or HTML formatted)"}},"oauth":{"required":true,"provider":"microsoft-teams"}},"microsoft_teams_write_channel":{"id":"microsoft_teams_write_channel","name":"Write to Microsoft Teams Channel","description":"Write or send a message to a Microsoft Teams channel","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Teams API"},"teamId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the team to write to (e.g., \\"12345678-abcd-1234-efgh-123456789012\\" - a GUID from team listings)"},"channelId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the channel to write to (e.g., \\"19:abc123def456@thread.tacv2\\" - from channel listings)"},"content":{"type":"string","required":true,"visibility":"user-or-llm","description":"The content to write to the channel (plain text or HTML formatted, supports @mentions)"},"files":{"type":"file[]","required":false,"visibility":"user-only","description":"Files to attach to the message"}},"oauth":{"required":true,"provider":"microsoft-teams"}},"microsoft_teams_write_chat":{"id":"microsoft_teams_write_chat","name":"Write to Microsoft Teams Chat","description":"Write or update content in a Microsoft Teams chat","version":"1.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Microsoft Teams API"},"chatId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the chat to write to (e.g., \\"19:abc123def456@thread.v2\\" - from chat listings)"},"content":{"type":"string","required":true,"visibility":"user-or-llm","description":"The content to write to the message (plain text or HTML formatted, supports @mentions)"},"files":{"type":"file[]","required":false,"visibility":"user-only","description":"Files to attach to the message"}},"oauth":{"required":true,"provider":"microsoft-teams"}},"millionverifier_get_credits":{"id":"millionverifier_get_credits","name":"MillionVerifier Get Credits","description":"Retrieve the remaining verification credits for the authenticated account.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"MillionVerifier API Key"}}},"millionverifier_verify_email":{"id":"millionverifier_verify_email","name":"MillionVerifier Verify Email","description":"Verify the deliverability of an email address. Uses one verification credit.","version":"1.0.0","params":{"email":{"type":"string","required":true,"visibility":"user-or-llm","description":"Email address to verify (e.g., john@example.com)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"MillionVerifier API Key"}}},"mistral_parser":{"id":"mistral_parser","name":"Mistral PDF Parser","description":"Parse PDF documents using Mistral OCR API","version":"1.0.0","params":{"filePath":{"type":"string","required":false,"visibility":"user-only","description":"URL to a PDF document to be processed"},"file":{"type":"file","required":false,"visibility":"hidden","description":"Document file to be processed"},"fileUpload":{"type":"object","required":false,"visibility":"hidden","description":"File upload data from file-upload component"},"resultType":{"type":"string","required":false,"visibility":"user-or-llm","description":"Type of parsed result (markdown, text, or json). Defaults to markdown."},"includeImageBase64":{"type":"boolean","required":false,"visibility":"hidden","description":"Include base64-encoded images in the response"},"pages":{"type":"array","required":false,"visibility":"user-only","description":"Specific pages to process (array of page numbers, starting from 0)"},"imageLimit":{"type":"number","required":false,"visibility":"hidden","description":"Maximum number of images to extract from the PDF"},"imageMinSize":{"type":"number","required":false,"visibility":"hidden","description":"Minimum height and width of images to extract from the PDF"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Mistral API key (MISTRAL_API_KEY)"}}},"mistral_parser_v2":{"id":"mistral_parser_v2","name":"Mistral PDF Parser","description":"Parse PDF documents using Mistral OCR API","version":"2.0.0","params":{"filePath":{"type":"string","required":false,"visibility":"user-only","description":"URL to a PDF document to be processed"},"file":{"type":"file","required":false,"visibility":"hidden","description":"Document file to be processed"},"fileUpload":{"type":"object","required":false,"visibility":"hidden","description":"File upload data from file-upload component"},"resultType":{"type":"string","required":false,"visibility":"user-or-llm","description":"Type of parsed result (markdown, text, or json). Defaults to markdown."},"includeImageBase64":{"type":"boolean","required":false,"visibility":"hidden","description":"Include base64-encoded images in the response"},"pages":{"type":"array","required":false,"visibility":"user-only","description":"Specific pages to process (array of page numbers, starting from 0)"},"imageLimit":{"type":"number","required":false,"visibility":"hidden","description":"Maximum number of images to extract from the PDF"},"imageMinSize":{"type":"number","required":false,"visibility":"hidden","description":"Minimum height and width of images to extract from the PDF"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Mistral API key (MISTRAL_API_KEY)"}}},"mistral_parser_v3":{"id":"mistral_parser_v3","name":"Mistral PDF Parser","description":"Parse PDF documents using Mistral OCR API","version":"3.0.0","params":{"file":{"type":"file","required":true,"visibility":"hidden","description":"Normalized UserFile from file upload or file reference"},"resultType":{"type":"string","required":false,"visibility":"user-or-llm","description":"Type of parsed result (markdown, text, or json). Defaults to markdown."},"includeImageBase64":{"type":"boolean","required":false,"visibility":"hidden","description":"Include base64-encoded images in the response"},"pages":{"type":"array","required":false,"visibility":"user-only","description":"Specific pages to process (array of page numbers, starting from 0)"},"imageLimit":{"type":"number","required":false,"visibility":"hidden","description":"Maximum number of images to extract from the PDF"},"imageMinSize":{"type":"number","required":false,"visibility":"hidden","description":"Minimum height and width of images to extract from the PDF"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Mistral API key (MISTRAL_API_KEY)"}}},"monday_archive_item":{"id":"monday_archive_item","name":"Monday Archive Item","description":"Archive an item on a Monday.com board","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Monday.com OAuth access 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Supports dall-e-3, gpt-image-2, gpt-image-1.5, gpt-image-1, and gpt-image-1-mini."},"prompt":{"type":"string","required":true,"visibility":"user-or-llm","description":"A text description of the desired image"},"size":{"type":"string","required":true,"visibility":"user-or-llm","description":"Image size. dall-e-3: 1024x1024, 1024x1792, or 1792x1024. GPT Image models: auto, 1024x1024, 1536x1024, or 1024x1536. gpt-image-2 also supports 2560x1440 and 3840x2160."},"quality":{"type":"string","required":false,"visibility":"user-or-llm","description":"Quality. dall-e-3: standard|hd. GPT Image models: auto|low|medium|high"},"style":{"type":"string","required":false,"visibility":"user-or-llm","description":"The style of the image (vivid or natural), only for dall-e-3"},"background":{"type":"string","required":false,"visibility":"user-or-llm","description":"Background for GPT Image models: auto|transparent|opaque"},"outputFormat":{"type":"string","required":false,"visibility":"user-or-llm","description":"Output image format (png, jpeg, webp), only for GPT Image models"},"moderation":{"type":"string","required":false,"visibility":"user-or-llm","description":"Moderation level (auto or low), only for GPT Image models"},"n":{"type":"number","required":false,"visibility":"hidden","description":"Reserved for legacy callers. This tool returns a single generated image."},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Your OpenAI API key"}}},"outlook_calendar_create_event":{"id":"outlook_calendar_create_event","name":"Outlook Create Calendar Event","description":"Create a new Outlook calendar event","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Outlook"},"calendarId":{"type":"string","required":false,"visibility":"user-only","description":"ID of the calendar to create the event in. Defaults to the mailbox default calendar. Calendars shared by another user are not supported and may return 403."},"subject":{"type":"string","required":true,"visibility":"user-or-llm","description":"Event subject/title"},"startDateTime":{"type":"string","required":true,"visibility":"user-or-llm","description":"Start time (ISO 8601, e.g. 2025-06-03T10:00:00-08:00). A date-only value (2025-06-03) for both start and end creates an all-day event."},"endDateTime":{"type":"string","required":true,"visibility":"user-or-llm","description":"End time (ISO 8601, e.g. 2025-06-03T11:00:00-08:00). A date-only value (2025-06-04) for both start and end creates an all-day event."},"timeZone":{"type":"string","required":false,"visibility":"user-or-llm","description":"IANA or Windows time zone name (e.g. America/Los_Angeles). Used for datetimes without a UTC offset. Defaults to UTC."},"body":{"type":"string","required":false,"visibility":"user-or-llm","description":"Event body content"},"contentType":{"type":"string","required":false,"visibility":"user-or-llm","description":"Content type for the event body (text or html)"},"location":{"type":"string","required":false,"visibility":"user-or-llm","description":"Event location display name"},"attendees":{"type":"string","required":false,"visibility":"user-or-llm","description":"Attendee email addresses (comma-separated)"},"isAllDay":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the event lasts the entire day"},"isOnlineMeeting":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Attach an online meeting to the event. The join URL depends on the meeting providers the mailbox allows (Teams on work/school accounts); personal accounts have no supported provider, so onlineMeeting.joinUrl stays null there."}},"oauth":{"required":true,"provider":"outlook"}},"outlook_calendar_delete_event":{"id":"outlook_calendar_delete_event","name":"Outlook Delete Calendar Event","description":"Delete an Outlook calendar event by ID","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Outlook"},"eventId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the calendar event to delete"}},"oauth":{"required":true,"provider":"outlook"}},"outlook_calendar_get_event":{"id":"outlook_calendar_get_event","name":"Outlook Get Calendar Event","description":"Get a single Outlook calendar event by ID","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Outlook"},"eventId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the calendar event to retrieve"}},"oauth":{"required":true,"provider":"outlook"}},"outlook_calendar_list_events":{"id":"outlook_calendar_list_events","name":"Outlook List Calendar Events","description":"List Outlook calendar events within a start/end time window","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Outlook"},"calendarId":{"type":"string","required":false,"visibility":"user-only","description":"ID of the calendar to read. Defaults to the mailbox default calendar. Calendars shared by another user are not supported and may return 403."},"startDateTime":{"type":"string","required":false,"visibility":"user-or-llm","description":"Start of the time window (ISO 8601, e.g. 2025-06-03T00:00:00-08:00). Interpreted as UTC if no offset is given. Required unless paging with pageToken."},"endDateTime":{"type":"string","required":false,"visibility":"user-or-llm","description":"End of the time window (ISO 8601, e.g. 2025-06-10T00:00:00-08:00). Interpreted as UTC if no offset is given. Required unless paging with pageToken."},"maxResults":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of events to return per page (default: 10, max: 100)"},"orderBy":{"type":"string","required":false,"visibility":"user-or-llm","description":"Order of events (default: start/dateTime)"},"pageToken":{"type":"string","required":false,"visibility":"user-only","description":"Full @odata.nextLink URL from a previous page to continue paging"}},"oauth":{"required":true,"provider":"outlook"}},"outlook_calendar_respond":{"id":"outlook_calendar_respond","name":"Outlook Respond to Calendar Invite","description":"Accept, tentatively accept, or decline an Outlook calendar event invitation","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Outlook"},"eventId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the calendar event to respond to"},"responseType":{"type":"string","required":true,"visibility":"user-or-llm","description":"The response: accept, tentativelyAccept, or decline"},"comment":{"type":"string","required":false,"visibility":"user-or-llm","description":"Optional comment to include with the response"},"sendResponse":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to send a response to the organizer (default: true)"}},"oauth":{"required":true,"provider":"outlook"}},"outlook_calendar_update_event":{"id":"outlook_calendar_update_event","name":"Outlook Update Calendar Event","description":"Update an existing Outlook calendar event","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Outlook"},"eventId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the calendar event to update"},"subject":{"type":"string","required":false,"visibility":"user-or-llm","description":"New event subject/title"},"startDateTime":{"type":"string","required":false,"visibility":"user-or-llm","description":"New start time (ISO 8601). A date-only value (2025-06-03) converts the event to all-day."},"endDateTime":{"type":"string","required":false,"visibility":"user-or-llm","description":"New end time (ISO 8601). A date-only value (2025-06-04) converts the event to all-day."},"timeZone":{"type":"string","required":false,"visibility":"user-or-llm","description":"IANA or Windows time zone name applied to updated datetimes without a UTC offset. Defaults to UTC."},"body":{"type":"string","required":false,"visibility":"user-or-llm","description":"New event body content"},"contentType":{"type":"string","required":false,"visibility":"user-or-llm","description":"Content type for the event body (text or html)"},"location":{"type":"string","required":false,"visibility":"user-or-llm","description":"New event location display name"},"attendees":{"type":"string","required":false,"visibility":"user-or-llm","description":"Replacement attendee email addresses (comma-separated)"},"isAllDay":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the event lasts the entire day. Setting this true requires also sending startDateTime, since Graph needs midnight bounds."},"isOnlineMeeting":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Attach an online meeting to the event. The join URL depends on the meeting providers the mailbox allows (Teams on work/school accounts); personal accounts have no supported provider, so onlineMeeting.joinUrl stays null there."}},"oauth":{"required":true,"provider":"outlook"}},"outlook_copy":{"id":"outlook_copy","name":"Outlook Copy","description":"Copy an Outlook message to another folder","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Outlook API"},"messageId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the message to copy"},"destinationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the destination folder"}},"oauth":{"required":true,"provider":"outlook"}},"outlook_create_folder":{"id":"outlook_create_folder","name":"Outlook Create Folder","description":"Create a new mail folder in the root of the Outlook mailbox","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Outlook"},"displayName":{"type":"string","required":true,"visibility":"user-or-llm","description":"The display name of the new folder"},"isHidden":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the new folder is hidden (cannot be changed after creation)"}},"oauth":{"required":true,"provider":"outlook"}},"outlook_delete":{"id":"outlook_delete","name":"Outlook Delete","description":"Delete an Outlook message (move to Deleted Items)","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Outlook API"},"messageId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the message to delete"}},"oauth":{"required":true,"provider":"outlook"}},"outlook_draft":{"id":"outlook_draft","name":"Outlook Draft","description":"Draft emails using Outlook","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Outlook API"},"to":{"type":"string","required":true,"visibility":"user-or-llm","description":"Recipient email address"},"subject":{"type":"string","required":true,"visibility":"user-or-llm","description":"Email subject"},"body":{"type":"string","required":true,"visibility":"user-or-llm","description":"Email body content"},"contentType":{"type":"string","required":false,"visibility":"user-or-llm","description":"Content type for the email body (text or html)"},"cc":{"type":"string","required":false,"visibility":"user-or-llm","description":"CC recipients (comma-separated)"},"bcc":{"type":"string","required":false,"visibility":"user-or-llm","description":"BCC recipients (comma-separated)"},"attachments":{"type":"file[]","required":false,"visibility":"user-only","description":"Files to attach to the email draft"}},"oauth":{"required":true,"provider":"outlook"}},"outlook_forward":{"id":"outlook_forward","name":"Outlook Forward","description":"Forward an existing Outlook message to specified recipients","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Outlook"},"messageId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the message to forward"},"to":{"type":"string","required":true,"visibility":"user-or-llm","description":"Recipient email address(es), comma-separated"},"comment":{"type":"string","required":false,"visibility":"user-or-llm","description":"Optional comment to include with the forwarded message"}},"oauth":{"required":true,"provider":"outlook"}},"outlook_get_attachment":{"id":"outlook_get_attachment","name":"Outlook Get Attachment","description":"Get a single attachment on an Outlook message, including its file contents","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Outlook"},"messageId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the message that owns the attachment"},"attachmentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the attachment to retrieve"}},"oauth":{"required":true,"provider":"outlook"}},"outlook_list_attachments":{"id":"outlook_list_attachments","name":"Outlook List Attachments","description":"List the attachments on an Outlook message (metadata only, without contents)","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Outlook"},"messageId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the message whose attachments to list"}},"oauth":{"required":true,"provider":"outlook"}},"outlook_list_folders":{"id":"outlook_list_folders","name":"Outlook List Folders","description":"List mail folders in the root of the Outlook mailbox","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Outlook"},"maxResults":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of folders to retrieve (default: 50, max: 100)"},"includeHiddenFolders":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to include hidden folders in the results"}},"oauth":{"required":true,"provider":"outlook"}},"outlook_mark_read":{"id":"outlook_mark_read","name":"Outlook Mark as Read","description":"Mark an Outlook message as read","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Outlook API"},"messageId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the message to mark as read"}},"oauth":{"required":true,"provider":"outlook"}},"outlook_mark_unread":{"id":"outlook_mark_unread","name":"Outlook Mark as Unread","description":"Mark an Outlook message as unread","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Outlook API"},"messageId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the message to mark as unread"}},"oauth":{"required":true,"provider":"outlook"}},"outlook_move":{"id":"outlook_move","name":"Outlook Move","description":"Move emails between Outlook folders","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Outlook API"},"messageId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the message to move"},"destinationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the destination folder"}},"oauth":{"required":true,"provider":"outlook"}},"outlook_read":{"id":"outlook_read","name":"Outlook Read","description":"Read emails from Outlook","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Outlook"},"folder":{"type":"string","required":false,"visibility":"user-or-llm","description":"Folder ID to read emails from (e.g., \\"Inbox\\", \\"Drafts\\", or a folder ID)"},"maxResults":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of emails to retrieve (default: 1, max: 10)"},"includeAttachments":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to download and include email attachments"}},"oauth":{"required":true,"provider":"outlook"}},"outlook_reply":{"id":"outlook_reply","name":"Outlook Reply","description":"Reply to the sender of an Outlook message with a comment","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Outlook"},"messageId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the message to reply to"},"comment":{"type":"string","required":false,"visibility":"user-or-llm","description":"The reply text to include above the original message"}},"oauth":{"required":true,"provider":"outlook"}},"outlook_reply_all":{"id":"outlook_reply_all","name":"Outlook Reply All","description":"Reply to all recipients of an Outlook message with a comment","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Outlook"},"messageId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the message to reply to"},"comment":{"type":"string","required":false,"visibility":"user-or-llm","description":"The reply text to include above the original message"}},"oauth":{"required":true,"provider":"outlook"}},"outlook_search":{"id":"outlook_search","name":"Outlook Search","description":"Search Outlook messages using a free-text query (Microsoft Graph $search)","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Outlook"},"query":{"type":"string","required":true,"visibility":"user-or-llm","description":"Search text matched against the subject, body, sender, and recipients of messages"},"maxResults":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of messages to retrieve (default: 10, max: 25)"}},"oauth":{"required":true,"provider":"outlook"}},"outlook_send":{"id":"outlook_send","name":"Outlook Send","description":"Send emails using Outlook","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Outlook API"},"to":{"type":"string","required":true,"visibility":"user-or-llm","description":"Recipient email address (comma-separated for multiple recipients)"},"subject":{"type":"string","required":true,"visibility":"user-or-llm","description":"Email subject"},"body":{"type":"string","required":true,"visibility":"user-or-llm","description":"Email body content"},"contentType":{"type":"string","required":false,"visibility":"user-or-llm","description":"Content type for the email body (text or html)"},"replyToMessageId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Message ID to reply to (for threading)"},"cc":{"type":"string","required":false,"visibility":"user-or-llm","description":"CC recipients (comma-separated)"},"bcc":{"type":"string","required":false,"visibility":"user-or-llm","description":"BCC recipients (comma-separated)"},"attachments":{"type":"file[]","required":false,"visibility":"user-only","description":"Files to attach to the email"}},"oauth":{"required":true,"provider":"outlook"}},"outlook_update_message":{"id":"outlook_update_message","name":"Outlook Update Message","description":"Set the categories, follow-up flag, and importance on an Outlook message","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token for Outlook"},"messageId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the message to update"},"categories":{"type":"json","required":false,"visibility":"user-or-llm","description":"Array of category names to assign to the message (replaces existing categories; leave empty to keep them unchanged)"},"flagStatus":{"type":"string","required":false,"visibility":"user-or-llm","description":"Follow-up flag status: notFlagged, flagged, or complete"},"importance":{"type":"string","required":false,"visibility":"user-or-llm","description":"Message importance: low, normal, or high"}},"oauth":{"required":true,"provider":"outlook"}},"pagerduty_add_note":{"id":"pagerduty_add_note","name":"PagerDuty Add Note","description":"Add a note to an existing PagerDuty incident.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PagerDuty REST API Key"},"fromEmail":{"type":"string","required":true,"visibility":"user-or-llm","description":"Email address of a valid PagerDuty user"},"incidentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the incident to add the note to"},"content":{"type":"string","required":true,"visibility":"user-or-llm","description":"Note content text"}}},"pagerduty_create_incident":{"id":"pagerduty_create_incident","name":"PagerDuty Create Incident","description":"Create a new incident in PagerDuty.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PagerDuty REST API Key"},"fromEmail":{"type":"string","required":true,"visibility":"user-or-llm","description":"Email address of a valid PagerDuty user"},"title":{"type":"string","required":true,"visibility":"user-or-llm","description":"Incident title/summary"},"serviceId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the PagerDuty service"},"urgency":{"type":"string","required":false,"visibility":"user-or-llm","description":"Urgency level (high or low)"},"body":{"type":"string","required":false,"visibility":"user-or-llm","description":"Detailed description of the incident"},"escalationPolicyId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Escalation policy ID to assign"},"assigneeId":{"type":"string","required":false,"visibility":"user-or-llm","description":"User ID to assign the incident to"},"incidentKey":{"type":"string","required":false,"visibility":"user-or-llm","description":"De-duplication key. A subsequent request with the same service and incident key updates the existing open incident instead of creating a new one"}}},"pagerduty_get_incident":{"id":"pagerduty_get_incident","name":"PagerDuty Get Incident","description":"Get a single incident from PagerDuty by ID.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PagerDuty REST API Key"},"incidentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the incident to fetch"}}},"pagerduty_get_service":{"id":"pagerduty_get_service","name":"PagerDuty Get Service","description":"Get a single service from PagerDuty by ID.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PagerDuty REST API Key"},"serviceId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the service to fetch"}}},"pagerduty_list_escalation_policies":{"id":"pagerduty_list_escalation_policies","name":"PagerDuty List Escalation Policies","description":"List escalation policies from PagerDuty with an optional name filter.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PagerDuty REST API Key"},"query":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter escalation policies by name"},"limit":{"type":"string","required":false,"visibility":"user-or-llm","description":"Maximum number of results (max 100)"},"offset":{"type":"string","required":false,"visibility":"user-or-llm","description":"Offset to start pagination search results"}}},"pagerduty_list_incident_alerts":{"id":"pagerduty_list_incident_alerts","name":"PagerDuty List Incident Alerts","description":"List the individual alerts attached to a PagerDuty incident.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PagerDuty REST API Key"},"incidentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the incident whose alerts to list"},"statuses":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated statuses to filter (triggered, resolved)"},"limit":{"type":"string","required":false,"visibility":"user-or-llm","description":"Maximum number of results (max 100)"},"offset":{"type":"string","required":false,"visibility":"user-or-llm","description":"Offset to start pagination search results"}}},"pagerduty_list_incidents":{"id":"pagerduty_list_incidents","name":"PagerDuty List Incidents","description":"List incidents from PagerDuty with optional filters.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PagerDuty REST API Key"},"statuses":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated statuses to filter (triggered, acknowledged, resolved)"},"urgencies":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated urgencies to filter (high, low)"},"serviceIds":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated service IDs to filter"},"since":{"type":"string","required":false,"visibility":"user-or-llm","description":"Start date filter (ISO 8601 format)"},"until":{"type":"string","required":false,"visibility":"user-or-llm","description":"End date filter (ISO 8601 format)"},"sortBy":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort field (e.g., created_at:desc)"},"limit":{"type":"string","required":false,"visibility":"user-or-llm","description":"Maximum number of results (max 100)"},"offset":{"type":"string","required":false,"visibility":"user-or-llm","description":"Offset to start pagination search results"}}},"pagerduty_list_oncalls":{"id":"pagerduty_list_oncalls","name":"PagerDuty List On-Calls","description":"List current on-call entries from PagerDuty.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PagerDuty REST API Key"},"escalationPolicyIds":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated escalation policy IDs to filter"},"scheduleIds":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated schedule IDs to filter"},"since":{"type":"string","required":false,"visibility":"user-or-llm","description":"Start time filter (ISO 8601 format)"},"until":{"type":"string","required":false,"visibility":"user-or-llm","description":"End time filter (ISO 8601 format)"},"limit":{"type":"string","required":false,"visibility":"user-or-llm","description":"Maximum number of results (max 100)"},"offset":{"type":"string","required":false,"visibility":"user-or-llm","description":"Offset to start pagination search results"}}},"pagerduty_list_schedules":{"id":"pagerduty_list_schedules","name":"PagerDuty List Schedules","description":"List on-call schedules from PagerDuty with an optional name filter.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PagerDuty REST API Key"},"query":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter schedules by name"},"limit":{"type":"string","required":false,"visibility":"user-or-llm","description":"Maximum number of results (max 100)"},"offset":{"type":"string","required":false,"visibility":"user-or-llm","description":"Offset to start pagination search results"}}},"pagerduty_list_services":{"id":"pagerduty_list_services","name":"PagerDuty List Services","description":"List services from PagerDuty with optional name filter.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PagerDuty REST API Key"},"query":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter services by name"},"limit":{"type":"string","required":false,"visibility":"user-or-llm","description":"Maximum number of results (max 100)"},"offset":{"type":"string","required":false,"visibility":"user-or-llm","description":"Offset to start pagination search results"}}},"pagerduty_list_users":{"id":"pagerduty_list_users","name":"PagerDuty List Users","description":"List users from PagerDuty with an optional name/email filter.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PagerDuty REST API Key"},"query":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter users by name or email"},"limit":{"type":"string","required":false,"visibility":"user-or-llm","description":"Maximum number of results (max 100)"},"offset":{"type":"string","required":false,"visibility":"user-or-llm","description":"Offset to start pagination search results"}}},"pagerduty_merge_incidents":{"id":"pagerduty_merge_incidents","name":"PagerDuty Merge Incidents","description":"Merge one or more source incidents into a target incident. Source incidents are resolved and their alerts move to the target.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PagerDuty REST API Key"},"fromEmail":{"type":"string","required":true,"visibility":"user-or-llm","description":"Email address of a valid PagerDuty user"},"targetIncidentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the incident that will absorb the source incidents"},"sourceIncidentIds":{"type":"string","required":true,"visibility":"user-or-llm","description":"Comma-separated IDs of the incidents to merge into the target incident"}}},"pagerduty_send_event":{"id":"pagerduty_send_event","name":"PagerDuty Send Event","description":"Send a trigger, acknowledge, or resolve event to PagerDuty Events API v2 using a service integration key. Used to page from monitoring/alerting sources without a PagerDuty user account.","version":"1.0.0","params":{"routingKey":{"type":"string","required":true,"visibility":"user-only","description":"The Events API v2 integration key (routing key) for the target service"},"eventAction":{"type":"string","required":true,"visibility":"user-or-llm","description":"Event action: trigger, acknowledge, or resolve"},"summary":{"type":"string","required":false,"visibility":"user-or-llm","description":"Brief summary of the event. Required when eventAction is trigger"},"source":{"type":"string","required":false,"visibility":"user-or-llm","description":"Unique location of the affected system (e.g. hostname). Required when eventAction is trigger"},"severity":{"type":"string","required":false,"visibility":"user-or-llm","description":"Perceived severity: critical, warning, error, or info. Required when eventAction is trigger"},"dedupKey":{"type":"string","required":false,"visibility":"user-or-llm","description":"De-duplication key identifying the alert. Required when eventAction is acknowledge or resolve; optional on trigger"},"component":{"type":"string","required":false,"visibility":"user-or-llm","description":"Component of the source machine responsible for the event"},"group":{"type":"string","required":false,"visibility":"user-or-llm","description":"Logical grouping of components of a service"},"class":{"type":"string","required":false,"visibility":"user-or-llm","description":"The class/type of the event"}}},"pagerduty_snooze_incident":{"id":"pagerduty_snooze_incident","name":"PagerDuty Snooze Incident","description":"Snooze a triggered PagerDuty incident for a number of seconds, after which it returns to triggered.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PagerDuty REST API Key"},"fromEmail":{"type":"string","required":true,"visibility":"user-or-llm","description":"Email address of a valid PagerDuty user"},"incidentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the incident to snooze"},"duration":{"type":"string","required":true,"visibility":"user-or-llm","description":"Number of seconds to snooze the incident for (1 to 604800)"}}},"pagerduty_update_incident":{"id":"pagerduty_update_incident","name":"PagerDuty Update Incident","description":"Update an incident in PagerDuty (acknowledge, resolve, change urgency, etc.).","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PagerDuty REST API Key"},"fromEmail":{"type":"string","required":true,"visibility":"user-or-llm","description":"Email address of a valid PagerDuty user"},"incidentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the incident to update"},"status":{"type":"string","required":false,"visibility":"user-or-llm","description":"New status (triggered, acknowledged, or resolved)"},"title":{"type":"string","required":false,"visibility":"user-or-llm","description":"New incident title"},"urgency":{"type":"string","required":false,"visibility":"user-or-llm","description":"New urgency (high or low)"},"escalationLevel":{"type":"string","required":false,"visibility":"user-or-llm","description":"Escalation level to escalate to"},"resolution":{"type":"string","required":false,"visibility":"user-or-llm","description":"Resolution note added to the incident\'s log entry. 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Provide this or the separate name parts."},"nameFirst":{"type":"string","required":false,"visibility":"user-or-llm","description":"First name of the individual to search"},"nameMiddle":{"type":"string","required":false,"visibility":"user-or-llm","description":"Middle name of the individual to search"},"nameLast":{"type":"string","required":false,"visibility":"user-or-llm","description":"Last name of the individual to search"},"birthdate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Birthdate of the individual, formatted as YYYY-MM-DD"},"countryCode":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO 3166-1 alpha-2 country code (e.g. US)"},"accountId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Account ID (starts with act_) to associate with this report"}}},"persona_decline_inquiry":{"id":"persona_decline_inquiry","name":"Persona Decline Inquiry","description":"Decline an identity verification inquiry. 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Results are cursor-paginated.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Persona API key"},"referenceId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by reference ID"},"pageSize":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of accounts to return per page (1-100, default 10)"},"pageAfter":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor: return accounts after this account ID"}}},"persona_list_cases":{"id":"persona_list_cases","name":"Persona List Cases","description":"List manual review cases, optionally filtered by status, account ID, or reference ID. Results are cursor-paginated.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Persona API key"},"status":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by case status (e.g. Open, Resolved)"},"accountId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by account ID (starts with act_)"},"referenceId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by reference ID"},"pageSize":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of cases to return per page (1-100, default 10)"},"pageAfter":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor: return cases after this case ID"}}},"persona_list_inquiries":{"id":"persona_list_inquiries","name":"Persona List Inquiries","description":"List identity verification inquiries, optionally filtered by status, account ID, reference ID, or creation date range. 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Results are cursor-paginated.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Persona API key"},"pageSize":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of templates to return per page (1-100, default 10)"},"pageAfter":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor: return templates after this template ID"}}},"persona_list_reports":{"id":"persona_list_reports","name":"Persona List Reports","description":"List screening reports, optionally filtered by account ID or reference ID. Results are cursor-paginated.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Persona API key"},"accountId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by account ID (starts with act_)"},"referenceId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by reference ID"},"pageSize":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of reports to return per page (1-100, default 10)"},"pageAfter":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor: return reports after this report ID"}}},"persona_mark_inquiry_for_review":{"id":"persona_mark_inquiry_for_review","name":"Persona Mark Inquiry for Review","description":"Mark an identity verification inquiry for manual review, moving it to the needs_review status.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Persona API key"},"inquiryId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Inquiry ID to mark for review (starts with inq_)"}}},"persona_print_inquiry_pdf":{"id":"persona_print_inquiry_pdf","name":"Persona Print Inquiry PDF","description":"Download a PDF summary of an inquiry, including its collected information and verification results.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Persona API key"},"inquiryId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Inquiry ID to print (starts with inq_)"}}},"persona_redact_account":{"id":"persona_redact_account","name":"Persona Redact Account","description":"Permanently delete all personally identifiable information stored on an account, for example to honor a data deletion request. This cannot be undone.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Persona API key"},"accountId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Account ID to redact (starts with act_)"}}},"persona_redact_inquiry":{"id":"persona_redact_inquiry","name":"Persona Redact Inquiry","description":"Permanently delete all personally identifiable information collected by an inquiry, for example to honor a data deletion request. This cannot be undone.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Persona API key"},"inquiryId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Inquiry ID to redact (starts with inq_)"}}},"persona_resume_inquiry":{"id":"persona_resume_inquiry","name":"Persona Resume Inquiry","description":"Resume a pending or expired inquiry, creating a new session so the individual can continue verification. Returns a session token.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Persona API key"},"inquiryId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Inquiry ID to resume (starts with inq_)"}}},"persona_update_account":{"id":"persona_update_account","name":"Persona Update Account","description":"Update an account’s reference ID, country code, fields, or tags. Only the provided values are changed.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Persona API key"},"accountId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Account ID to update (starts with act_)"},"referenceId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Reference ID that refers to an entity in your user model"},"countryCode":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO 3166-1 alpha-2 country code (e.g. US)"},"fields":{"type":"json","required":false,"visibility":"user-or-llm","description":"JSON object of field name to field value pairs to set, as defined by the account type (e.g. {\\"name-first\\": \\"Jane\\"})"},"tags":{"type":"array","required":false,"visibility":"user-or-llm","description":"JSON array of tag names to set on the account (e.g. [\\"vip\\"])"}}},"persona_update_inquiry":{"id":"persona_update_inquiry","name":"Persona Update Inquiry","description":"Update an inquiry’s note, fields, tags, or redirect URI. Only the provided values are changed.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Persona API key"},"inquiryId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Inquiry ID to update (starts with inq_)"},"note":{"type":"string","required":false,"visibility":"user-or-llm","description":"Free-form note to set on the inquiry"},"fields":{"type":"json","required":false,"visibility":"user-or-llm","description":"JSON object of field name to field value pairs to set, as defined by the inquiry template (e.g. {\\"name-first\\": \\"Jane\\"})"},"tags":{"type":"array","required":false,"visibility":"user-or-llm","description":"JSON array of tag names to set on the inquiry (e.g. [\\"vip\\"])"},"redirectUri":{"type":"string","required":false,"visibility":"user-only","description":"URI to redirect the individual to after completing the inquiry flow"}}},"pinecone_delete_vectors":{"id":"pinecone_delete_vectors","name":"Pinecone Delete Vectors","description":"Delete vectors from a Pinecone namespace by IDs, by metadata filter, or delete all","version":"1.0","params":{"indexHost":{"type":"string","required":true,"visibility":"user-or-llm","description":"Full Pinecone index host URL (e.g., \\"https://my-index-abc123.svc.pinecone.io\\")"},"namespace":{"type":"string","required":false,"visibility":"user-or-llm","description":"Namespace to delete vectors from (e.g., \\"documents\\", \\"embeddings\\")"},"ids":{"type":"array","required":false,"visibility":"user-or-llm","description":"Vector IDs to delete (1-1000 items). 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\\"https://my-index-abc123.svc.pinecone.io\\")"},"filter":{"type":"object","required":false,"visibility":"user-or-llm","description":"Metadata filter to limit which vectors are counted (pod-based indexes only, e.g., {\\"category\\": {\\"$eq\\": \\"product\\"}})"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Pinecone API key"}}},"pinecone_fetch":{"id":"pinecone_fetch","name":"Pinecone Fetch","description":"Fetch vectors by ID from a Pinecone index","version":"1.0","params":{"indexHost":{"type":"string","required":true,"visibility":"user-or-llm","description":"Full Pinecone index host URL (e.g., \\"https://my-index-abc123.svc.pinecone.io\\")"},"ids":{"type":"array","required":true,"visibility":"user-or-llm","description":"Array of vector IDs to fetch (e.g., [\\"vec-001\\", \\"vec-002\\"])"},"namespace":{"type":"string","required":false,"visibility":"user-or-llm","description":"Namespace to fetch vectors from (e.g., \\"documents\\", \\"embeddings\\")"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Pinecone API key"}}},"pinecone_generate_embeddings":{"id":"pinecone_generate_embeddings","name":"Pinecone Generate Embeddings","description":"Generate embeddings from text using Pinecone\'s hosted models","version":"1.0","params":{"model":{"type":"string","required":true,"visibility":"user-only","description":"Model to use for generating embeddings"},"inputs":{"type":"array","required":true,"visibility":"user-or-llm","description":"Array of text inputs to generate embeddings for"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Pinecone API key"}}},"pinecone_list_indexes":{"id":"pinecone_list_indexes","name":"Pinecone List Indexes","description":"List all Pinecone indexes in the project","version":"1.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Pinecone API 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search for"},"topK":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to return (e.g., 10, 25)"},"filter":{"type":"object","required":false,"visibility":"user-or-llm","description":"Filter to apply to the search (e.g., {\\"category\\": \\"tech\\", \\"year\\": {\\"$gte\\": 2020}})"},"includeValues":{"type":"boolean","required":false,"visibility":"user-only","description":"Include vector values in response"},"includeMetadata":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Include metadata in response (true/false)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Pinecone API key"}}},"pinecone_update_vector":{"id":"pinecone_update_vector","name":"Pinecone Update Vector","description":"Update the values, sparse values, or metadata of a vector in a Pinecone namespace","version":"1.0","params":{"indexHost":{"type":"string","required":true,"visibility":"user-or-llm","description":"Full Pinecone index host URL (e.g., \\"https://my-index-abc123.svc.pinecone.io\\")"},"id":{"type":"string","required":true,"visibility":"user-or-llm","description":"Unique ID of the vector to update"},"namespace":{"type":"string","required":false,"visibility":"user-or-llm","description":"Namespace containing the vector (e.g., \\"documents\\", \\"embeddings\\")"},"values":{"type":"array","required":false,"visibility":"user-or-llm","description":"New dense vector values to overwrite the existing values"},"sparseValues":{"type":"object","required":false,"visibility":"user-or-llm","description":"New sparse vector values with indices and values arrays"},"setMetadata":{"type":"object","required":false,"visibility":"user-or-llm","description":"Metadata key-value pairs to add or overwrite on the vector"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Pinecone API key"}}},"pinecone_upsert_text":{"id":"pinecone_upsert_text","name":"Pinecone Upsert 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the Pipedrive API"},"authStyle":{"type":"string","required":false,"visibility":"hidden","description":"Auth scheme for the token; set by the credential resolver for API-token service accounts"},"subject":{"type":"string","required":true,"visibility":"user-or-llm","description":"The subject/title of the activity (e.g., \\"Follow up call with John\\")"},"type":{"type":"string","required":true,"visibility":"user-or-llm","description":"Activity type: call, meeting, task, deadline, email, lunch"},"due_date":{"type":"string","required":true,"visibility":"user-or-llm","description":"Due date in YYYY-MM-DD format (e.g., \\"2025-03-15\\")"},"due_time":{"type":"string","required":false,"visibility":"user-or-llm","description":"Due time in HH:MM format (e.g., \\"14:30\\")"},"duration":{"type":"string","required":false,"visibility":"user-or-llm","description":"Duration in HH:MM format (e.g., \\"01:00\\" for 1 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the stage this deal should be placed in (e.g., \\"2\\")"},"status":{"type":"string","required":false,"visibility":"user-or-llm","description":"Status of the deal: open, won, lost"},"expected_close_date":{"type":"string","required":false,"visibility":"user-or-llm","description":"Expected close date in YYYY-MM-DD format (e.g., \\"2025-06-30\\")"}}},"pipedrive_create_lead":{"id":"pipedrive_create_lead","name":"Create Lead in Pipedrive","description":"Create a new lead in Pipedrive","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Pipedrive API"},"authStyle":{"type":"string","required":false,"visibility":"hidden","description":"Auth scheme for the token; set by the credential resolver for API-token service accounts"},"title":{"type":"string","required":true,"visibility":"user-or-llm","description":"The name of the lead (e.g., \\"Acme Corp - Website 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project"},"start_date":{"type":"string","required":false,"visibility":"user-or-llm","description":"Project start date in YYYY-MM-DD format (e.g., \\"2025-04-01\\")"},"end_date":{"type":"string","required":false,"visibility":"user-or-llm","description":"Project end date in YYYY-MM-DD format (e.g., \\"2025-06-30\\")"}}},"pipedrive_delete_lead":{"id":"pipedrive_delete_lead","name":"Delete Lead from Pipedrive","description":"Delete a specific lead from Pipedrive","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Pipedrive API"},"authStyle":{"type":"string","required":false,"visibility":"hidden","description":"Auth scheme for the token; set by the credential resolver for API-token service accounts"},"lead_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the lead to delete (e.g., \\"abc123-def456-ghi789\\")"}},"oauth":{"required":true,"provider":"pipedrive"}},"pipedrive_get_activities":{"id":"pipedrive_get_activities","name":"Get Activities from Pipedrive","description":"Retrieve activities (tasks) from Pipedrive with optional filters","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Pipedrive API"},"authStyle":{"type":"string","required":false,"visibility":"hidden","description":"Auth scheme for the token; set by the credential resolver for API-token service accounts"},"user_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter activities by user ID (e.g., \\"123\\")"},"type":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by activity type (call, meeting, task, deadline, email, lunch)"},"done":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by completion status: 0 for not 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Values: open, won, lost. If omitted, all not deleted deals are returned"},"person_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"If supplied, only deals linked to the specified person are returned (e.g., \\"456\\")"},"org_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"If supplied, only deals linked to the specified organization are returned (e.g., \\"789\\")"},"pipeline_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"If supplied, only deals in the specified pipeline are returned (e.g., \\"1\\")"},"updated_since":{"type":"string","required":false,"visibility":"user-or-llm","description":"If set, only deals updated after this time are returned. Format: 2025-01-01T10:20:00Z"},"limit":{"type":"string","required":false,"visibility":"user-or-llm","description":"Number of results to return (e.g., \\"50\\", default: 100, max: 500)"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"For pagination, the marker representing the first item on the next page"}}},"pipedrive_get_deal":{"id":"pipedrive_get_deal","name":"Get Deal Details from Pipedrive","description":"Retrieve detailed information about a specific deal","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Pipedrive API"},"authStyle":{"type":"string","required":false,"visibility":"hidden","description":"Auth scheme for the token; set by the credential resolver for API-token service accounts"},"deal_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the deal to retrieve (e.g., \\"123\\")"}}},"pipedrive_get_files":{"id":"pipedrive_get_files","name":"Get Files from Pipedrive","description":"Retrieve files from Pipedrive with optional filters","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Pipedrive API"},"authStyle":{"type":"string","required":false,"visibility":"hidden","description":"Auth scheme for the token; set by the credential resolver for API-token service accounts"},"sort":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort files by field (supported: \\"id\\", \\"update_time\\")"},"limit":{"type":"string","required":false,"visibility":"user-or-llm","description":"Number of results to return (e.g., \\"50\\", default: 100, max: 100)"},"start":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination start offset (0-based index of the first item to return)"},"downloadFiles":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Download file contents into file outputs"}}},"pipedrive_get_leads":{"id":"pipedrive_get_leads","name":"Get Leads from Pipedrive","description":"Retrieve all leads or a specific lead from Pipedrive","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Pipedrive API"},"authStyle":{"type":"string","required":false,"visibility":"hidden","description":"Auth scheme for the token; set by the credential resolver for API-token service accounts"},"lead_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"Optional: ID of a specific lead to retrieve (e.g., \\"abc123-def456-ghi789\\")"},"archived":{"type":"string","required":false,"visibility":"user-or-llm","description":"Get archived leads instead of active ones (e.g., \\"true\\" or \\"false\\")"},"owner_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by owner user ID (e.g., \\"123\\")"},"person_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by person ID (e.g., \\"456\\")"},"organization_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by organization ID (e.g., \\"789\\")"},"limit":{"type":"string","required":false,"visibility":"user-or-llm","description":"Number of results to return (e.g., \\"50\\", default: 100, max: 500)"},"start":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination start offset (0-based index of the first item to return)"}},"oauth":{"required":true,"provider":"pipedrive"}},"pipedrive_get_mail_messages":{"id":"pipedrive_get_mail_messages","name":"Get Mail Threads from Pipedrive","description":"Retrieve mail threads from Pipedrive mailbox","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Pipedrive API"},"authStyle":{"type":"string","required":false,"visibility":"hidden","description":"Auth scheme for the token; set by the credential resolver for API-token service accounts"},"folder":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by folder: inbox, drafts, sent, archive (default: inbox)"},"limit":{"type":"string","required":false,"visibility":"user-or-llm","description":"Number of results to return (e.g., \\"25\\", default: 50)"},"start":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination start offset (0-based index of the first item to return)"}},"oauth":{"required":true,"provider":"pipedrive"}},"pipedrive_get_mail_thread":{"id":"pipedrive_get_mail_thread","name":"Get Mail Thread Messages from Pipedrive","description":"Retrieve all messages from a specific mail thread","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Pipedrive API"},"authStyle":{"type":"string","required":false,"visibility":"hidden","description":"Auth scheme for the token; set by the credential resolver for API-token service accounts"},"thread_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the mail thread (e.g., \\"12345\\")"}},"oauth":{"required":true,"provider":"pipedrive"}},"pipedrive_get_pipeline_deals":{"id":"pipedrive_get_pipeline_deals","name":"Get Pipeline Deals from Pipedrive","description":"Retrieve all deals in a specific pipeline","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Pipedrive API"},"authStyle":{"type":"string","required":false,"visibility":"hidden","description":"Auth scheme for the token; set by the credential resolver for API-token service accounts"},"pipeline_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the pipeline (e.g., \\"1\\")"},"stage_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by specific stage within the pipeline (e.g., \\"2\\")"},"limit":{"type":"string","required":false,"visibility":"user-or-llm","description":"Number of results to return (e.g., \\"50\\", default: 100, max: 500)"},"start":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination start offset (0-based index of the first item to return)"}}},"pipedrive_get_pipelines":{"id":"pipedrive_get_pipelines","name":"Get Pipelines from Pipedrive","description":"Retrieve all pipelines from Pipedrive","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Pipedrive API"},"authStyle":{"type":"string","required":false,"visibility":"hidden","description":"Auth scheme for the token; set by the credential resolver for API-token service accounts"},"sort_by":{"type":"string","required":false,"visibility":"user-or-llm","description":"Field to sort by: id, update_time, add_time (default: id)"},"sort_direction":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sorting direction: asc, desc (default: asc)"},"limit":{"type":"string","required":false,"visibility":"user-or-llm","description":"Number of results to return (e.g., \\"50\\", default: 100, max: 500)"},"start":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination start offset (0-based index of the first item to return)"}}},"pipedrive_get_projects":{"id":"pipedrive_get_projects","name":"Get Projects from Pipedrive","description":"Retrieve all projects or a specific project from Pipedrive","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Pipedrive API"},"authStyle":{"type":"string","required":false,"visibility":"hidden","description":"Auth scheme for the token; set by the credential resolver for API-token service accounts"},"project_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"Optional: ID of a specific project to retrieve (e.g., \\"123\\")"},"status":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by project status: open, completed, deleted (only for listing all)"},"limit":{"type":"string","required":false,"visibility":"user-or-llm","description":"Number of results to return (e.g., \\"50\\", default: 100, max: 500, only for listing all)"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"For pagination, the marker representing the first item on the next page"}}},"pipedrive_update_activity":{"id":"pipedrive_update_activity","name":"Update Activity in Pipedrive","description":"Update an existing activity (task) in Pipedrive","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Pipedrive API"},"authStyle":{"type":"string","required":false,"visibility":"hidden","description":"Auth scheme for the token; set by the credential resolver for API-token service accounts"},"activity_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the activity to update (e.g., \\"12345\\")"},"subject":{"type":"string","required":false,"visibility":"user-or-llm","description":"New subject/title for the activity (e.g., \\"Updated meeting with client\\")"},"due_date":{"type":"string","required":false,"visibility":"user-or-llm","description":"New due date in YYYY-MM-DD format (e.g., \\"2025-03-20\\")"},"due_time":{"type":"string","required":false,"visibility":"user-or-llm","description":"New due time in HH:MM format (e.g., \\"15:00\\")"},"duration":{"type":"string","required":false,"visibility":"user-or-llm","description":"New duration in HH:MM format (e.g., \\"00:30\\" for 30 minutes)"},"done":{"type":"string","required":false,"visibility":"user-or-llm","description":"Mark as done: 0 for not done, 1 for done"},"note":{"type":"string","required":false,"visibility":"user-or-llm","description":"New notes for the activity"}}},"pipedrive_update_deal":{"id":"pipedrive_update_deal","name":"Update Deal in Pipedrive","description":"Update an existing deal in Pipedrive","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Pipedrive API"},"authStyle":{"type":"string","required":false,"visibility":"hidden","description":"Auth scheme for the token; set by the credential resolver for API-token service accounts"},"deal_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the deal to update (e.g., \\"123\\")"},"title":{"type":"string","required":false,"visibility":"user-or-llm","description":"New title for the deal (e.g., \\"Updated Enterprise License\\")"},"value":{"type":"string","required":false,"visibility":"user-or-llm","description":"New monetary value for the deal (e.g., \\"7500\\")"},"status":{"type":"string","required":false,"visibility":"user-or-llm","description":"New status: open, won, lost"},"stage_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"New stage ID for the deal (e.g., \\"3\\")"},"expected_close_date":{"type":"string","required":false,"visibility":"user-or-llm","description":"New expected close date in YYYY-MM-DD format (e.g., \\"2025-07-15\\")"}}},"pipedrive_update_lead":{"id":"pipedrive_update_lead","name":"Update Lead in Pipedrive","description":"Update an existing lead in Pipedrive","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Pipedrive API"},"authStyle":{"type":"string","required":false,"visibility":"hidden","description":"Auth scheme for the token; set by the credential resolver for API-token service accounts"},"lead_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the lead to update (e.g., \\"abc123-def456-ghi789\\")"},"title":{"type":"string","required":false,"visibility":"user-or-llm","description":"New name for the lead (e.g., \\"Updated Lead - Premium Package\\")"},"person_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"New person ID (e.g., \\"456\\")"},"organization_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"New organization ID (e.g., \\"789\\")"},"owner_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"New owner user ID (e.g., \\"123\\")"},"value_amount":{"type":"string","required":false,"visibility":"user-or-llm","description":"New value amount (e.g., \\"15000\\")"},"value_currency":{"type":"string","required":false,"visibility":"user-or-llm","description":"New currency code (e.g., \\"USD\\", \\"EUR\\", \\"GBP\\")"},"expected_close_date":{"type":"string","required":false,"visibility":"user-or-llm","description":"New expected close date in YYYY-MM-DD format (e.g., \\"2025-05-01\\")"},"is_archived":{"type":"string","required":false,"visibility":"user-or-llm","description":"Archive the lead: true or false"}},"oauth":{"required":true,"provider":"pipedrive"}},"polymarket_get_activity":{"id":"polymarket_get_activity","name":"Get Activity from Polymarket","description":"Retrieve on-chain activity for a user including trades, splits, merges, redemptions, rewards, and conversions","version":"1.0.0","params":{"user":{"type":"string","required":true,"description":"User wallet address (0x-prefixed)","visibility":"user-or-llm"},"limit":{"type":"string","required":false,"description":"Maximum results to return (e.g., \\"50\\"). Default: 100, max: 500.","visibility":"user-or-llm"},"offset":{"type":"string","required":false,"description":"Number of results to skip for pagination (e.g., \\"100\\"). Default: 0, max: 10000.","visibility":"user-or-llm"},"market":{"type":"string","required":false,"description":"Comma-separated condition IDs (e.g., \\"0x1234...abcd,0x5678...efgh\\"). Mutually exclusive with eventId.","visibility":"user-or-llm"},"eventId":{"type":"string","required":false,"description":"Comma-separated event IDs (e.g., \\"12345,67890\\"). Mutually exclusive with market.","visibility":"user-or-llm"},"type":{"type":"string","required":false,"description":"Activity type filter: TRADE, SPLIT, MERGE, REDEEM, REWARD, CONVERSION, MAKER_REBATE, REFERRAL_REWARD","visibility":"user-or-llm"},"start":{"type":"number","required":false,"description":"Start timestamp (Unix seconds)","visibility":"user-or-llm"},"end":{"type":"number","required":false,"description":"End timestamp (Unix seconds)","visibility":"user-or-llm"},"sortBy":{"type":"string","required":false,"description":"Sort field: TIMESTAMP, TOKENS, or CASH (default: TIMESTAMP)","visibility":"user-or-llm"},"sortDirection":{"type":"string","required":false,"description":"Sort direction: ASC or DESC (default: DESC)","visibility":"user-or-llm"},"side":{"type":"string","required":false,"description":"Trade side filter: BUY or SELL (only applies to trades)","visibility":"user-or-llm"}}},"polymarket_get_event":{"id":"polymarket_get_event","name":"Get Event from Polymarket","description":"Retrieve details of a specific event by ID or slug","version":"1.0.0","params":{"eventId":{"type":"string","required":false,"description":"The numeric event ID (e.g., \\"12345\\"). Required if slug is not provided.","visibility":"user-or-llm"},"slug":{"type":"string","required":false,"description":"The event slug (e.g., \\"2024-presidential-election\\"). URL-friendly identifier. Required if eventId is not provided.","visibility":"user-or-llm"}}},"polymarket_get_events":{"id":"polymarket_get_events","name":"Get Events from Polymarket","description":"Retrieve a list of events from Polymarket with optional filtering","version":"1.0.0","params":{"closed":{"type":"string","required":false,"description":"Filter by closed status (true/false). Use false for open events only.","visibility":"user-or-llm"},"order":{"type":"string","required":false,"description":"Sort field (e.g., volume, liquidity, startDate, endDate, createdAt)","visibility":"user-or-llm"},"ascending":{"type":"string","required":false,"description":"Sort direction (true for ascending, false for descending)","visibility":"user-or-llm"},"tagId":{"type":"string","required":false,"description":"Filter by tag ID","visibility":"user-or-llm"},"limit":{"type":"string","required":false,"description":"Number of results per page (e.g., \\"25\\"). Max: 50.","visibility":"user-or-llm"},"offset":{"type":"string","required":false,"description":"Number of results to skip for pagination (e.g., \\"50\\").","visibility":"user-or-llm"}}},"polymarket_get_holders":{"id":"polymarket_get_holders","name":"Get Market Holders from Polymarket","description":"Retrieve top holders of a specific market token","version":"1.0.0","params":{"market":{"type":"string","required":true,"description":"Comma-separated list of condition IDs (e.g., \\"0x1234...abcd\\" or \\"0x1234...abcd,0x5678...efgh\\").","visibility":"user-or-llm"},"limit":{"type":"string","required":false,"description":"Number of holders to return (e.g., \\"10\\"). Range: 0-20, default: 20.","visibility":"user-or-llm"},"minBalance":{"type":"string","required":false,"description":"Minimum balance threshold (default: 1)","visibility":"user-or-llm"}}},"polymarket_get_last_trade_price":{"id":"polymarket_get_last_trade_price","name":"Get Last Trade Price from Polymarket","description":"Retrieve the last trade price for a specific token","version":"1.0.0","params":{"tokenId":{"type":"string","required":true,"description":"The CLOB token ID from market clobTokenIds array (e.g., \\"71321045679252212594626385532706912750332728571942532289631379312455583992563\\").","visibility":"user-or-llm"}}},"polymarket_get_leaderboard":{"id":"polymarket_get_leaderboard","name":"Get Leaderboard from Polymarket","description":"Retrieve trader leaderboard rankings by profit/loss or volume","version":"1.0.0","params":{"category":{"type":"string","required":false,"description":"Category filter: OVERALL, POLITICS, SPORTS, CRYPTO, CULTURE, MENTIONS, WEATHER, ECONOMICS, TECH, FINANCE (default: OVERALL)","visibility":"user-or-llm"},"timePeriod":{"type":"string","required":false,"description":"Time period: DAY, WEEK, MONTH, ALL (default: DAY)","visibility":"user-or-llm"},"orderBy":{"type":"string","required":false,"description":"Order by: PNL or VOL (default: PNL)","visibility":"user-or-llm"},"limit":{"type":"string","required":false,"description":"Number of results to return (e.g., \\"10\\"). Range: 1-50, default: 25.","visibility":"user-or-llm"},"offset":{"type":"string","required":false,"description":"Number of results to skip for pagination (e.g., \\"25\\"). Range: 0-1000, default: 0.","visibility":"user-or-llm"},"user":{"type":"string","required":false,"description":"Filter by specific user wallet address","visibility":"user-or-llm"},"userName":{"type":"string","required":false,"description":"Filter by username","visibility":"user-or-llm"}}},"polymarket_get_market":{"id":"polymarket_get_market","name":"Get Market from Polymarket","description":"Retrieve details of a specific prediction market by ID or slug","version":"1.0.0","params":{"marketId":{"type":"string","required":false,"description":"The numeric market ID (e.g., \\"253591\\"). Required if slug is not provided. Not the condition ID.","visibility":"user-or-llm"},"slug":{"type":"string","required":false,"description":"The market slug (e.g., \\"will-trump-win\\"). URL-friendly identifier. Required if marketId is not provided.","visibility":"user-or-llm"}}},"polymarket_get_markets":{"id":"polymarket_get_markets","name":"Get Markets from Polymarket","description":"Retrieve a list of prediction markets from Polymarket with optional filtering","version":"1.0.0","params":{"closed":{"type":"string","required":false,"description":"Filter by closed status (true/false). Use false for open markets only.","visibility":"user-or-llm"},"order":{"type":"string","required":false,"description":"Sort field (e.g., volumeNum, liquidityNum, startDate, endDate, createdAt)","visibility":"user-or-llm"},"ascending":{"type":"string","required":false,"description":"Sort direction (true for ascending, false for descending)","visibility":"user-or-llm"},"tagId":{"type":"string","required":false,"description":"Filter by tag ID","visibility":"user-or-llm"},"limit":{"type":"string","required":false,"description":"Number of results per page (e.g., \\"25\\"). Max: 50.","visibility":"user-or-llm"},"offset":{"type":"string","required":false,"description":"Number of results to skip for pagination (e.g., \\"50\\").","visibility":"user-or-llm"}}},"polymarket_get_midpoint":{"id":"polymarket_get_midpoint","name":"Get Midpoint Price from Polymarket","description":"Retrieve the midpoint price for a specific token","version":"1.0.0","params":{"tokenId":{"type":"string","required":true,"description":"The CLOB token ID from market clobTokenIds array (e.g., \\"71321045679252212594626385532706912750332728571942532289631379312455583992563\\").","visibility":"user-or-llm"}}},"polymarket_get_orderbook":{"id":"polymarket_get_orderbook","name":"Get Orderbook from Polymarket","description":"Retrieve the order book summary for a specific token","version":"1.0.0","params":{"tokenId":{"type":"string","required":true,"description":"The CLOB token ID from market clobTokenIds array (e.g., \\"71321045679252212594626385532706912750332728571942532289631379312455583992563\\").","visibility":"user-or-llm"}}},"polymarket_get_positions":{"id":"polymarket_get_positions","name":"Get Positions from Polymarket","description":"Retrieve user positions from Polymarket","version":"1.0.0","params":{"user":{"type":"string","required":true,"description":"User wallet address","visibility":"user-or-llm"},"market":{"type":"string","required":false,"description":"Condition IDs to filter positions (e.g., \\"0x1234...abcd,0x5678...efgh\\"). Mutually exclusive with eventId.","visibility":"user-or-llm"},"eventId":{"type":"string","required":false,"description":"Event ID to filter positions (e.g., \\"12345\\"). Mutually exclusive with market.","visibility":"user-or-llm"},"sizeThreshold":{"type":"string","required":false,"description":"Minimum position size threshold (default: 1)","visibility":"user-or-llm"},"redeemable":{"type":"string","required":false,"description":"Filter for redeemable positions only (true/false)","visibility":"user-or-llm"},"mergeable":{"type":"string","required":false,"description":"Filter for mergeable positions only (true/false)","visibility":"user-or-llm"},"sortBy":{"type":"string","required":false,"description":"Sort field (TOKENS, CURRENT, INITIAL, CASHPNL, PERCENTPNL, TITLE, RESOLVING, PRICE, AVGPRICE)","visibility":"user-or-llm"},"sortDirection":{"type":"string","required":false,"description":"Sort direction (ASC or DESC)","visibility":"user-or-llm"},"title":{"type":"string","required":false,"description":"Search filter by title","visibility":"user-or-llm"},"limit":{"type":"string","required":false,"description":"Number of results per page (e.g., \\"25\\").","visibility":"user-or-llm"},"offset":{"type":"string","required":false,"description":"Number of results to skip for pagination (e.g., \\"50\\").","visibility":"user-or-llm"}}},"polymarket_get_price":{"id":"polymarket_get_price","name":"Get Price from Polymarket","description":"Retrieve the market price for a specific token and side","version":"1.0.0","params":{"tokenId":{"type":"string","required":true,"description":"The CLOB token ID from market clobTokenIds array (e.g., \\"71321045679252212594626385532706912750332728571942532289631379312455583992563\\").","visibility":"user-or-llm"},"side":{"type":"string","required":true,"description":"Order side: \\"buy\\" or \\"sell\\".","visibility":"user-or-llm"}}},"polymarket_get_price_history":{"id":"polymarket_get_price_history","name":"Get Price History from Polymarket","description":"Retrieve historical price data for a specific market token","version":"1.0.0","params":{"tokenId":{"type":"string","required":true,"description":"The CLOB token ID from market clobTokenIds array (e.g., \\"71321045679252212594626385532706912750332728571942532289631379312455583992563\\").","visibility":"user-or-llm"},"interval":{"type":"string","required":false,"description":"Duration ending at current time (1m, 1h, 6h, 1d, 1w, max). Mutually exclusive with startTs/endTs.","visibility":"user-or-llm"},"fidelity":{"type":"number","required":false,"description":"Data resolution in minutes (e.g., 60 for hourly)","visibility":"user-or-llm"},"startTs":{"type":"number","required":false,"description":"Start timestamp (Unix seconds UTC)","visibility":"user-or-llm"},"endTs":{"type":"number","required":false,"description":"End timestamp (Unix seconds UTC)","visibility":"user-or-llm"}}},"polymarket_get_series":{"id":"polymarket_get_series","name":"Get Series from Polymarket","description":"Retrieve series (related market groups) from Polymarket","version":"1.0.0","params":{"limit":{"type":"string","required":false,"description":"Number of results per page (e.g., \\"25\\"). Max: 50.","visibility":"user-or-llm"},"offset":{"type":"string","required":false,"description":"Number of results to skip for pagination (e.g., \\"50\\").","visibility":"user-or-llm"}}},"polymarket_get_series_by_id":{"id":"polymarket_get_series_by_id","name":"Get Series by ID from Polymarket","description":"Retrieve a specific series (related market group) by ID from Polymarket","version":"1.0.0","params":{"seriesId":{"type":"string","required":true,"description":"The numeric series ID (e.g., \\"12345\\").","visibility":"user-or-llm"}}},"polymarket_get_spread":{"id":"polymarket_get_spread","name":"Get Spread from Polymarket","description":"Retrieve the bid-ask spread for a specific token","version":"1.0.0","params":{"tokenId":{"type":"string","required":true,"description":"The CLOB token ID from market clobTokenIds array (e.g., \\"71321045679252212594626385532706912750332728571942532289631379312455583992563\\").","visibility":"user-or-llm"}}},"polymarket_get_tags":{"id":"polymarket_get_tags","name":"Get Tags from Polymarket","description":"Retrieve available tags for filtering markets from Polymarket","version":"1.0.0","params":{"limit":{"type":"string","required":false,"description":"Number of results per page (e.g., \\"25\\"). Max: 50.","visibility":"user-or-llm"},"offset":{"type":"string","required":false,"description":"Number of results to skip for pagination (e.g., \\"50\\").","visibility":"user-or-llm"}}},"polymarket_get_tick_size":{"id":"polymarket_get_tick_size","name":"Get Tick Size from Polymarket","description":"Retrieve the minimum tick size for a specific token","version":"1.0.0","params":{"tokenId":{"type":"string","required":true,"description":"The CLOB token ID from market clobTokenIds array (e.g., \\"71321045679252212594626385532706912750332728571942532289631379312455583992563\\").","visibility":"user-or-llm"}}},"polymarket_get_trades":{"id":"polymarket_get_trades","name":"Get Trades from Polymarket","description":"Retrieve trade history from Polymarket","version":"1.0.0","params":{"user":{"type":"string","required":false,"description":"User wallet address to filter trades","visibility":"user-or-llm"},"market":{"type":"string","required":false,"description":"Market/condition ID to filter trades (e.g., \\"0x1234...abcd\\"). Mutually exclusive with eventId.","visibility":"user-or-llm"},"eventId":{"type":"string","required":false,"description":"Event ID to filter trades (e.g., \\"12345\\"). Mutually exclusive with market.","visibility":"user-or-llm"},"side":{"type":"string","required":false,"description":"Trade direction filter (BUY or SELL)","visibility":"user-or-llm"},"takerOnly":{"type":"string","required":false,"description":"Filter for taker trades only (true/false, default: true)","visibility":"user-or-llm"},"filterType":{"type":"string","required":false,"description":"Filter type (CASH or TOKENS) - requires filterAmount","visibility":"user-or-llm"},"filterAmount":{"type":"string","required":false,"description":"Filter amount threshold - requires filterType","visibility":"user-or-llm"},"limit":{"type":"string","required":false,"description":"Number of results per page (e.g., \\"50\\"). Default: 100, max: 10000.","visibility":"user-or-llm"},"offset":{"type":"string","required":false,"description":"Number of results to skip for pagination (e.g., \\"100\\").","visibility":"user-or-llm"}}},"polymarket_search":{"id":"polymarket_search","name":"Search Polymarket","description":"Search for markets, events, and profiles on Polymarket","version":"1.0.0","params":{"query":{"type":"string","required":true,"description":"Search query term (e.g., \\"presidential election\\", \\"bitcoin price\\").","visibility":"user-or-llm"},"limit":{"type":"string","required":false,"description":"Maximum number of results per type (events, tags, profiles). Default: 50.","visibility":"user-or-llm"},"page":{"type":"string","required":false,"description":"Page number for pagination (e.g., \\"2\\"). 1-indexed.","visibility":"user-or-llm"},"cache":{"type":"string","required":false,"description":"Enable caching (true/false)","visibility":"user-or-llm"},"eventsStatus":{"type":"string","required":false,"description":"Filter events by status","visibility":"user-or-llm"},"eventsTag":{"type":"string","required":false,"description":"Filter by event tags (comma-separated)","visibility":"user-or-llm"},"sort":{"type":"string","required":false,"description":"Sort field","visibility":"user-or-llm"},"ascending":{"type":"string","required":false,"description":"Sort direction (true for ascending, false for descending)","visibility":"user-or-llm"},"searchTags":{"type":"string","required":false,"description":"Include tags in search results (true/false)","visibility":"user-or-llm"},"searchProfiles":{"type":"string","required":false,"description":"Include profiles in search results (true/false)","visibility":"user-or-llm"},"recurrence":{"type":"string","required":false,"description":"Filter by recurrence type","visibility":"user-or-llm"},"excludeTagId":{"type":"string","required":false,"description":"Exclude events with these tag IDs (comma-separated)","visibility":"user-or-llm"},"keepClosedMarkets":{"type":"string","required":false,"description":"Include closed markets in results (0 or 1)","visibility":"user-or-llm"}}},"postgresql_delete":{"id":"postgresql_delete","name":"PostgreSQL Delete","description":"Delete data from PostgreSQL database","version":"1.0","params":{"host":{"type":"string","required":true,"visibility":"user-only","description":"PostgreSQL server hostname or IP address"},"port":{"type":"number","required":true,"visibility":"user-only","description":"PostgreSQL server port (default: 5432)"},"database":{"type":"string","required":true,"visibility":"user-only","description":"Database name to connect to"},"username":{"type":"string","required":true,"visibility":"user-only","description":"Database username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"Database password"},"ssl":{"type":"string","required":false,"visibility":"user-only","description":"SSL connection mode (disabled, required, preferred)"},"table":{"type":"string","required":true,"visibility":"user-or-llm","description":"Table name to delete data from"},"where":{"type":"string","required":true,"visibility":"user-or-llm","description":"WHERE clause condition (without WHERE keyword)"}}},"postgresql_execute":{"id":"postgresql_execute","name":"PostgreSQL Execute","description":"Execute raw SQL query on PostgreSQL database","version":"1.0","params":{"host":{"type":"string","required":true,"visibility":"user-only","description":"PostgreSQL server hostname or IP address"},"port":{"type":"number","required":true,"visibility":"user-only","description":"PostgreSQL server port (default: 5432)"},"database":{"type":"string","required":true,"visibility":"user-only","description":"Database name to connect to"},"username":{"type":"string","required":true,"visibility":"user-only","description":"Database username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"Database password"},"ssl":{"type":"string","required":false,"visibility":"user-only","description":"SSL connection mode (disabled, required, preferred)"},"query":{"type":"string","required":true,"visibility":"user-or-llm","description":"Raw SQL query to execute"}}},"postgresql_insert":{"id":"postgresql_insert","name":"PostgreSQL Insert","description":"Insert data into PostgreSQL database","version":"1.0","params":{"host":{"type":"string","required":true,"visibility":"user-only","description":"PostgreSQL server hostname or IP address"},"port":{"type":"number","required":true,"visibility":"user-only","description":"PostgreSQL server port (default: 5432)"},"database":{"type":"string","required":true,"visibility":"user-only","description":"Database name to connect to"},"username":{"type":"string","required":true,"visibility":"user-only","description":"Database username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"Database password"},"ssl":{"type":"string","required":false,"visibility":"user-only","description":"SSL connection mode (disabled, required, preferred)"},"table":{"type":"string","required":true,"visibility":"user-or-llm","description":"Table name to insert data into"},"data":{"type":"object","required":true,"visibility":"user-or-llm","description":"Data object to insert (key-value pairs)"}}},"postgresql_introspect":{"id":"postgresql_introspect","name":"PostgreSQL Introspect","description":"Introspect PostgreSQL database schema to retrieve table structures, columns, and relationships","version":"1.0","params":{"host":{"type":"string","required":true,"visibility":"user-only","description":"PostgreSQL server hostname or IP address"},"port":{"type":"number","required":true,"visibility":"user-only","description":"PostgreSQL server port (default: 5432)"},"database":{"type":"string","required":true,"visibility":"user-only","description":"Database name to connect to"},"username":{"type":"string","required":true,"visibility":"user-only","description":"Database username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"Database password"},"ssl":{"type":"string","required":false,"visibility":"user-only","description":"SSL connection mode (disabled, required, preferred)"},"schema":{"type":"string","required":false,"visibility":"user-or-llm","description":"Schema to introspect (default: public)"}}},"postgresql_query":{"id":"postgresql_query","name":"PostgreSQL Query","description":"Execute a SELECT query on PostgreSQL database","version":"1.0","params":{"host":{"type":"string","required":true,"visibility":"user-only","description":"PostgreSQL server hostname or IP address"},"port":{"type":"number","required":true,"visibility":"user-only","description":"PostgreSQL server port (default: 5432)"},"database":{"type":"string","required":true,"visibility":"user-only","description":"Database name to connect to"},"username":{"type":"string","required":true,"visibility":"user-only","description":"Database username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"Database password"},"ssl":{"type":"string","required":false,"visibility":"user-only","description":"SSL connection mode (disabled, required, preferred)"},"query":{"type":"string","required":true,"visibility":"user-or-llm","description":"SQL SELECT query to execute"}}},"postgresql_update":{"id":"postgresql_update","name":"PostgreSQL Update","description":"Update data in PostgreSQL database","version":"1.0","params":{"host":{"type":"string","required":true,"visibility":"user-only","description":"PostgreSQL server hostname or IP address"},"port":{"type":"number","required":true,"visibility":"user-only","description":"PostgreSQL server port (default: 5432)"},"database":{"type":"string","required":true,"visibility":"user-only","description":"Database name to connect to"},"username":{"type":"string","required":true,"visibility":"user-only","description":"Database username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"Database password"},"ssl":{"type":"string","required":false,"visibility":"user-only","description":"SSL connection mode (disabled, required, preferred)"},"table":{"type":"string","required":true,"visibility":"user-or-llm","description":"Table name to update data in"},"data":{"type":"object","required":true,"visibility":"user-or-llm","description":"Data object with fields to update (key-value pairs)"},"where":{"type":"string","required":true,"visibility":"user-or-llm","description":"WHERE clause condition (without WHERE keyword)"}}},"posthog_batch_events":{"id":"posthog_batch_events","name":"PostHog Batch Events","description":"Capture multiple events at once in PostHog. Use this for bulk event ingestion to improve performance.","version":"1.0.0","params":{"projectApiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Project API Key (public token for event ingestion)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"PostHog region: us (default) or eu","default":"us"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"batch":{"type":"string","required":true,"visibility":"user-or-llm","description":"JSON array of events to capture. Each event should have: event, distinct_id, and optional properties, timestamp. Example: [{\\"event\\": \\"page_view\\", \\"distinct_id\\": \\"user123\\", \\"properties\\": {\\"page\\": \\"/\\"}}]"}}},"posthog_capture_event":{"id":"posthog_capture_event","name":"PostHog Capture Event","description":"Capture a single event in PostHog. Use this to track user actions, page views, or custom events.","version":"1.0.0","params":{"projectApiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Project API Key (public token for event ingestion)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"PostHog region: us (default) or eu","default":"us"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"event":{"type":"string","required":true,"visibility":"user-or-llm","description":"The name of the event to capture (e.g., \\"page_view\\", \\"button_clicked\\")"},"distinctId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Unique identifier for the user or device (e.g., \\"user123\\", email, or device UUID)"},"properties":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON string of event properties (e.g., {\\"button_name\\": \\"signup\\", \\"page\\": \\"homepage\\"})"},"timestamp":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO 8601 timestamp for when the event occurred. If not provided, uses current time"}}},"posthog_create_annotation":{"id":"posthog_create_annotation","name":"PostHog Create Annotation","description":"Create a new annotation in PostHog. Mark important events on your graphs with date and description.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The PostHog project ID (e.g., \\"12345\\" or project UUID)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"PostHog cloud region: \\"us\\" or \\"eu\\" (default: \\"us\\")","default":"us"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"content":{"type":"string","required":true,"visibility":"user-or-llm","description":"Content/text of the annotation"},"date_marker":{"type":"string","required":true,"visibility":"user-or-llm","description":"ISO timestamp marking when the annotation applies (e.g., \\"2024-01-15T10:00:00Z\\")"},"scope":{"type":"string","required":false,"visibility":"user-or-llm","description":"Scope of the annotation: \\"project\\", \\"organization\\", \\"dashboard\\", or \\"dashboard_item\\" (default: \\"project\\")"},"dashboard_item":{"type":"string","required":false,"visibility":"user-or-llm","description":"ID of the dashboard tile (insight) to attach this annotation to (used when scope is \\"dashboard_item\\")"},"dashboard_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"ID of the dashboard to attach this annotation to (used when scope is \\"dashboard\\")"}}},"posthog_create_cohort":{"id":"posthog_create_cohort","name":"PostHog Create Cohort","description":"Create a new cohort in PostHog. Requires cohort name and filter or query configuration.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The PostHog project ID (e.g., \\"12345\\" or project UUID)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"PostHog cloud region: \\"us\\" or \\"eu\\" (default: \\"us\\")","default":"us"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Name for the cohort (optional - PostHog will use \\"Untitled cohort\\" if not provided)"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Description of the cohort"},"filters":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON string of filter configuration for the cohort"},"query":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON string of query configuration for the cohort"},"is_static":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the cohort is static (default: false)","default":false},"groups":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON string of groups that define the cohort"}}},"posthog_create_dashboard":{"id":"posthog_create_dashboard","name":"PostHog Create Dashboard","description":"Create a new dashboard in PostHog. Optionally seed it from a built-in template, then attach insights to it afterward.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The PostHog project ID (e.g., \\"12345\\" or project UUID)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"PostHog cloud region: \\"us\\" or \\"eu\\" (default: \\"us\\")","default":"us"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name for the new dashboard"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Description of the dashboard"},"pinned":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to pin the dashboard to the sidebar"},"tags":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of tags for the dashboard"},"useTemplate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Name of a built-in PostHog dashboard template to seed this dashboard from (e.g., \\"Product analytics\\")"}}},"posthog_create_experiment":{"id":"posthog_create_experiment","name":"PostHog Create Experiment","description":"Create a new experiment in PostHog","version":"1.0.0","params":{"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The PostHog project ID (e.g., \\"12345\\" or project UUID)"},"region":{"type":"string","required":true,"visibility":"user-only","description":"PostHog cloud region: us or eu"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Experiment name"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Experiment description"},"featureFlagKey":{"type":"string","required":true,"visibility":"user-or-llm","description":"Feature flag key to use for the experiment"},"parameters":{"type":"string","required":false,"visibility":"user-or-llm","description":"Experiment parameters as JSON string"},"filters":{"type":"string","required":false,"visibility":"user-or-llm","description":"Experiment filters as JSON string"},"startDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Experiment start date (ISO format)"},"endDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Experiment end date (ISO format)"}}},"posthog_create_feature_flag":{"id":"posthog_create_feature_flag","name":"PostHog Create Feature Flag","description":"Create a new feature flag in PostHog","version":"1.0.0","params":{"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The PostHog project ID (e.g., \\"12345\\" or project UUID)"},"region":{"type":"string","required":true,"visibility":"user-only","description":"PostHog cloud region: us or eu"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Feature flag name (optional - can be empty)"},"key":{"type":"string","required":true,"visibility":"user-or-llm","description":"Feature flag key (unique identifier)"},"filters":{"type":"string","required":false,"visibility":"user-or-llm","description":"Feature flag filters as JSON string"},"active":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the flag is active (default: true)","default":true},"ensureExperienceContinuity":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to ensure experience continuity (default: false)","default":false},"rolloutPercentage":{"type":"number","required":false,"visibility":"user-or-llm","description":"Rollout percentage (0-100)"}}},"posthog_create_insight":{"id":"posthog_create_insight","name":"PostHog Create Insight","description":"Create a new insight in PostHog. Requires insight name and a query configuration.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The PostHog project ID (e.g., \\"12345\\" or project UUID)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"PostHog cloud region: \\"us\\" or \\"eu\\" (default: \\"us\\")","default":"us"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Name for the insight (optional - PostHog will generate a derived name if not provided)"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Description of the insight"},"query":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON string of query configuration for the insight"},"dashboards":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of dashboard IDs to add this insight to"},"tags":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of tags for the insight"}}},"posthog_create_survey":{"id":"posthog_create_survey","name":"PostHog Create Survey","description":"Create a new survey in PostHog. Supports question types: Basic (open), Link, Rating, and Multiple Choice.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PostHog Project ID (e.g., \\"12345\\" or project UUID)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"PostHog cloud region: us or eu (default: us)","default":"us"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Survey name"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Survey description"},"type":{"type":"string","required":false,"visibility":"user-or-llm","description":"Survey type: popover (in-app) or api (custom implementation) (default: popover)","default":"popover"},"questions":{"type":"string","required":true,"visibility":"user-or-llm","description":"JSON string of survey questions array. Each question must have type (open/link/rating/multiple_choice) and question text. Rating questions can have scale (1-10), lowerBoundLabel, upperBoundLabel. Multiple choice questions need choices array. Link questions can have buttonText."},"startDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Survey start date in ISO 8601 format"},"endDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Survey end date in ISO 8601 format"},"appearance":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON string of appearance configuration (colors, position, etc.)"},"conditions":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON string of display conditions (URL matching, etc.)"},"targetingFlagFilters":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON string of feature flag filters for targeting"},"linkedFlagId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Feature flag ID to link to this survey"},"responsesLimit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of responses to collect"}}},"posthog_delete_feature_flag":{"id":"posthog_delete_feature_flag","name":"PostHog Delete Feature Flag","description":"Delete a feature flag from PostHog","version":"1.0.0","params":{"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The PostHog project ID (e.g., \\"12345\\" or project UUID)"},"flagId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The feature flag ID to delete (e.g., \\"42\\")"},"region":{"type":"string","required":true,"visibility":"user-only","description":"PostHog cloud region: us or eu"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"}}},"posthog_delete_person":{"id":"posthog_delete_person","name":"PostHog Delete Person","description":"Delete a person from PostHog. This will remove all associated events and data. Use with caution.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key (for authenticated API access)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"PostHog region: us (default) or eu","default":"us"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PostHog Project ID (e.g., \\"12345\\" or project UUID)"},"personId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Person ID or UUID to delete (e.g., \\"01234567-89ab-cdef-0123-456789abcdef\\")"}}},"posthog_delete_survey":{"id":"posthog_delete_survey","name":"PostHog Delete Survey","description":"Delete a survey from PostHog. Use this to remove expired or unused surveys.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PostHog Project ID (e.g., \\"12345\\" or project UUID)"},"surveyId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Survey ID to delete (e.g., \\"01234567-89ab-cdef-0123-456789abcdef\\")"},"region":{"type":"string","required":false,"visibility":"user-only","description":"PostHog cloud region: us or eu (default: us)","default":"us"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."}}},"posthog_evaluate_flags":{"id":"posthog_evaluate_flags","name":"PostHog Evaluate Feature Flags","description":"Evaluate feature flags for a specific user or group. This is a public endpoint that uses the project API key.","version":"1.0.0","params":{"region":{"type":"string","required":true,"visibility":"user-only","description":"PostHog cloud region: us or eu"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"projectApiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Project API Key (not personal API key)"},"distinctId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The distinct ID of the user to evaluate flags for (e.g., \\"user123\\" or email)"},"groups":{"type":"string","required":false,"visibility":"user-or-llm","description":"Groups as JSON string (e.g., {\\"company\\": \\"company_id_in_your_db\\"})"},"personProperties":{"type":"string","required":false,"visibility":"user-or-llm","description":"Person properties as JSON string"},"groupProperties":{"type":"string","required":false,"visibility":"user-or-llm","description":"Group properties as JSON string"}}},"posthog_get_cohort":{"id":"posthog_get_cohort","name":"PostHog Get Cohort","description":"Get a specific cohort by ID from PostHog. Returns detailed cohort definition, filters, and user count.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The PostHog project ID (e.g., \\"12345\\" or project UUID)"},"cohortId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The cohort ID to retrieve (e.g., \\"42\\")"},"region":{"type":"string","required":false,"visibility":"user-only","description":"PostHog cloud region: \\"us\\" or \\"eu\\" (default: \\"us\\")","default":"us"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."}}},"posthog_get_dashboard":{"id":"posthog_get_dashboard","name":"PostHog Get Dashboard","description":"Get a specific dashboard by ID from PostHog. Returns detailed dashboard configuration, tiles, and metadata.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The PostHog project ID (e.g., \\"12345\\" or project UUID)"},"dashboardId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The dashboard ID to retrieve (e.g., \\"42\\")"},"region":{"type":"string","required":false,"visibility":"user-only","description":"PostHog cloud region: \\"us\\" or \\"eu\\" (default: \\"us\\")","default":"us"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."}}},"posthog_get_event_definition":{"id":"posthog_get_event_definition","name":"PostHog Get Event Definition","description":"Get details of a specific event definition in PostHog. Returns comprehensive information about the event including metadata, usage statistics, and verification status.","version":"1.0.0","params":{"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PostHog Project ID (e.g., \\"12345\\" or project UUID)"},"eventDefinitionId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Event Definition ID to retrieve"},"region":{"type":"string","required":true,"visibility":"user-only","description":"PostHog cloud region: us or eu"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"}}},"posthog_get_experiment":{"id":"posthog_get_experiment","name":"PostHog Get Experiment","description":"Get details of a specific experiment","version":"1.0.0","params":{"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The PostHog project ID (e.g., \\"12345\\" or project UUID)"},"experimentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The experiment ID (e.g., \\"42\\")"},"region":{"type":"string","required":true,"visibility":"user-only","description":"PostHog cloud region: us or eu"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"}}},"posthog_get_feature_flag":{"id":"posthog_get_feature_flag","name":"PostHog Get Feature Flag","description":"Get details of a specific feature flag","version":"1.0.0","params":{"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The PostHog project ID (e.g., \\"12345\\" or project UUID)"},"flagId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The feature flag ID (e.g., \\"42\\")"},"region":{"type":"string","required":true,"visibility":"user-only","description":"PostHog cloud region: us or eu"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"}}},"posthog_get_insight":{"id":"posthog_get_insight","name":"PostHog Get Insight","description":"Get a specific insight by ID from PostHog. Returns detailed insight configuration and metadata.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The PostHog project ID (e.g., \\"12345\\" or project UUID)"},"insightId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The insight ID to retrieve (e.g., \\"42\\" or short ID like \\"abc123\\")"},"region":{"type":"string","required":false,"visibility":"user-only","description":"PostHog cloud region: \\"us\\" or \\"eu\\" (default: \\"us\\")","default":"us"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."}}},"posthog_get_organization":{"id":"posthog_get_organization","name":"PostHog Get Organization","description":"Get detailed information about a specific organization by ID. Returns comprehensive organization settings, features, usage, and team information.","version":"1.0.0","params":{"organizationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Organization ID (e.g., \\"01234567-89ab-cdef-0123-456789abcdef\\")"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"region":{"type":"string","required":false,"visibility":"user-only","description":"Cloud region: us or eu (default: us)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."}}},"posthog_get_person":{"id":"posthog_get_person","name":"PostHog Get Person","description":"Get detailed information about a specific person in PostHog by their ID or UUID.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key (for authenticated API access)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"PostHog region: us (default) or eu","default":"us"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PostHog Project ID (e.g., \\"12345\\" or project UUID)"},"personId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Person ID or UUID to retrieve (e.g., \\"01234567-89ab-cdef-0123-456789abcdef\\")"}}},"posthog_get_project":{"id":"posthog_get_project","name":"PostHog Get Project","description":"Get detailed information about a specific project by ID. Returns comprehensive project configuration, settings, and feature flags.","version":"1.0.0","params":{"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Project ID (e.g., \\"12345\\" or project UUID)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"region":{"type":"string","required":false,"visibility":"user-only","description":"Cloud region: us or eu (default: us)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."}}},"posthog_get_property_definition":{"id":"posthog_get_property_definition","name":"PostHog Get Property Definition","description":"Get details of a specific property definition in PostHog. Returns comprehensive information about the property including metadata, type, usage statistics, and verification status.","version":"1.0.0","params":{"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PostHog Project ID (e.g., \\"12345\\" or project UUID)"},"propertyDefinitionId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Property Definition ID to retrieve"},"region":{"type":"string","required":true,"visibility":"user-only","description":"PostHog cloud region: us or eu"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"}}},"posthog_get_session_recording":{"id":"posthog_get_session_recording","name":"PostHog Get Session Recording","description":"Get details of a specific session recording in PostHog by ID.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PostHog Project ID (e.g., \\"12345\\" or project UUID)"},"recordingId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Session recording ID to retrieve (e.g., \\"01234567-89ab-cdef-0123-456789abcdef\\")"},"region":{"type":"string","required":false,"visibility":"user-only","description":"PostHog cloud region: us or eu (default: us)","default":"us"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."}}},"posthog_get_survey":{"id":"posthog_get_survey","name":"PostHog Get Survey","description":"Get details of a specific survey in PostHog by ID.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PostHog Project ID (e.g., \\"12345\\" or project UUID)"},"surveyId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Survey ID to retrieve (e.g., \\"01234567-89ab-cdef-0123-456789abcdef\\")"},"region":{"type":"string","required":false,"visibility":"user-only","description":"PostHog cloud region: us or eu (default: us)","default":"us"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."}}},"posthog_list_actions":{"id":"posthog_list_actions","name":"PostHog List Actions","description":"List all actions in a PostHog project. Returns action definitions, steps, and metadata.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The PostHog project ID (e.g., \\"12345\\" or project UUID)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"PostHog cloud region: \\"us\\" or \\"eu\\" (default: \\"us\\")","default":"us"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to return per page (default: 100, e.g., 10, 50, 100)"},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to skip for pagination (e.g., 0, 100, 200)"},"search":{"type":"string","required":false,"visibility":"user-or-llm","description":"Search term to filter actions by name"}}},"posthog_list_annotations":{"id":"posthog_list_annotations","name":"PostHog List Annotations","description":"List all annotations in a PostHog project. Returns annotation content, timestamps, and associated insights.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The PostHog project ID (e.g., \\"12345\\" or project UUID)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"PostHog cloud region: \\"us\\" or \\"eu\\" (default: \\"us\\")","default":"us"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to return per page (default: 100, e.g., 10, 50, 100)"},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to skip for pagination (e.g., 0, 100, 200)"}}},"posthog_list_cohorts":{"id":"posthog_list_cohorts","name":"PostHog List Cohorts","description":"List all cohorts in a PostHog project. Returns cohort definitions, filters, and user counts.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The PostHog project ID (e.g., \\"12345\\" or project UUID)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"PostHog cloud region: \\"us\\" or \\"eu\\" (default: \\"us\\")","default":"us"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to return per page (default: 100, e.g., 10, 50, 100)"},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to skip for pagination (e.g., 0, 100, 200)"}}},"posthog_list_dashboards":{"id":"posthog_list_dashboards","name":"PostHog List Dashboards","description":"List all dashboards in a PostHog project. Returns dashboard configurations, tiles, and metadata.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The PostHog project ID (e.g., \\"12345\\" or project UUID)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"PostHog cloud region: \\"us\\" or \\"eu\\" (default: \\"us\\")","default":"us"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to return per page (default: 100, e.g., 10, 50, 100)"},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to skip for pagination (e.g., 0, 100, 200)"}}},"posthog_list_event_definitions":{"id":"posthog_list_event_definitions","name":"PostHog List Event Definitions","description":"List all event definitions in a PostHog project. Event definitions represent tracked events with metadata like descriptions, tags, and usage statistics.","version":"1.0.0","params":{"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PostHog Project ID (e.g., \\"12345\\" or project UUID)"},"region":{"type":"string","required":true,"visibility":"user-only","description":"PostHog cloud region: us or eu"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to return per page (default: 100, e.g., 10, 50, 100)"},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"The initial index from which to return results (e.g., 0, 100, 200)"},"search":{"type":"string","required":false,"visibility":"user-or-llm","description":"Search term to filter event definitions by name"}}},"posthog_list_experiments":{"id":"posthog_list_experiments","name":"PostHog List Experiments","description":"List all experiments in a PostHog project","version":"1.0.0","params":{"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The PostHog project ID (e.g., \\"12345\\" or project UUID)"},"region":{"type":"string","required":true,"visibility":"user-only","description":"PostHog cloud region: us or eu"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to return (e.g., 10, 50, 100)"},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to skip for pagination (e.g., 0, 100, 200)"}}},"posthog_list_feature_flags":{"id":"posthog_list_feature_flags","name":"PostHog List Feature Flags","description":"List all feature flags in a PostHog project","version":"1.0.0","params":{"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The PostHog project ID (e.g., \\"12345\\" or project UUID)"},"region":{"type":"string","required":true,"visibility":"user-only","description":"PostHog cloud region: us or eu"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to return (e.g., 10, 50, 100)"},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to skip for pagination (e.g., 0, 100, 200)"}}},"posthog_list_insights":{"id":"posthog_list_insights","name":"PostHog List Insights","description":"List all insights in a PostHog project. Returns insight configurations and metadata.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The PostHog project ID (e.g., \\"12345\\" or project UUID)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"PostHog cloud region: \\"us\\" or \\"eu\\" (default: \\"us\\")","default":"us"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to return per page (default: 100, e.g., 10, 50, 100)"},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to skip for pagination (e.g., 0, 100, 200)"}}},"posthog_list_organizations":{"id":"posthog_list_organizations","name":"PostHog List Organizations","description":"List all organizations the user has access to. Returns organization details including name, slug, membership level, and available product features.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"region":{"type":"string","required":false,"visibility":"user-only","description":"Cloud region: us or eu (default: us)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."}}},"posthog_list_persons":{"id":"posthog_list_persons","name":"PostHog List Persons","description":"List persons (users) in PostHog. Returns user profiles with their properties and distinct IDs.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key (for authenticated API access)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"PostHog region: us (default) or eu","default":"us"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PostHog Project ID (e.g., \\"12345\\" or project UUID)"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of persons to return (default: 100, max: 100)","default":100},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of persons to skip for pagination (e.g., 0, 100, 200)"},"search":{"type":"string","required":false,"visibility":"user-or-llm","description":"Search persons by email, name, or distinct ID"},"distinctId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by specific distinct_id"}}},"posthog_list_projects":{"id":"posthog_list_projects","name":"PostHog List Projects","description":"List all projects in the organization. Returns project details including IDs, names, API tokens, and settings. Useful for getting project IDs needed by other endpoints.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"region":{"type":"string","required":false,"visibility":"user-only","description":"Cloud region: us or eu (default: us)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."}}},"posthog_list_property_definitions":{"id":"posthog_list_property_definitions","name":"PostHog List Property Definitions","description":"List all property definitions in a PostHog project. Property definitions represent tracked properties with metadata like descriptions, tags, types, and usage statistics.","version":"1.0.0","params":{"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PostHog Project ID (e.g., \\"12345\\" or project UUID)"},"region":{"type":"string","required":true,"visibility":"user-only","description":"PostHog cloud region: us or eu"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to return per page (default: 100, e.g., 10, 50, 100)"},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"The initial index from which to return results (e.g., 0, 100, 200)"},"search":{"type":"string","required":false,"visibility":"user-or-llm","description":"Search term to filter property definitions by name"},"type":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by property type: event, person, or group"}}},"posthog_list_recording_playlists":{"id":"posthog_list_recording_playlists","name":"PostHog List Recording Playlists","description":"List session recording playlists in a PostHog project. Playlists allow you to organize and curate session recordings.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PostHog Project ID (e.g., \\"12345\\" or project UUID)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"PostHog cloud region: us or eu (default: us)","default":"us"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to return (default: 100, e.g., 10, 50, 100)"},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to skip for pagination (e.g., 0, 100, 200)"}}},"posthog_list_session_recordings":{"id":"posthog_list_session_recordings","name":"PostHog List Session Recordings","description":"List session recordings in a PostHog project. Session recordings capture user interactions with your application.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PostHog Project ID (e.g., \\"12345\\" or project UUID)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"PostHog cloud region: us or eu (default: us)","default":"us"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to return (default: 50, e.g., 10, 25, 50)"},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to skip for pagination (e.g., 0, 50, 100)"}}},"posthog_list_surveys":{"id":"posthog_list_surveys","name":"PostHog List Surveys","description":"List all surveys in a PostHog project. Surveys allow you to collect feedback from users.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PostHog Project ID (e.g., \\"12345\\" or project UUID)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"PostHog cloud region: us or eu (default: us)","default":"us"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to return (default: 100, e.g., 10, 50, 100)"},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to skip for pagination (e.g., 0, 100, 200)"}}},"posthog_query":{"id":"posthog_query","name":"PostHog Query","description":"Execute a HogQL query in PostHog. HogQL is PostHog\'s SQL-like query language for analytics. Use this for advanced data retrieval and analysis.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key (for authenticated API access)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"PostHog region: us (default) or eu","default":"us"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PostHog Project ID (e.g., \\"12345\\" or project UUID)"},"query":{"type":"string","required":true,"visibility":"user-or-llm","description":"HogQL query to execute. Example: {\\"kind\\": \\"HogQLQuery\\", \\"query\\": \\"SELECT event, count() FROM events WHERE timestamp > now() - INTERVAL 1 DAY GROUP BY event\\"}"},"values":{"type":"string","required":false,"visibility":"user-or-llm","description":"Optional JSON string of parameter values for parameterized queries. Example: {\\"user_id\\": \\"123\\"}"}}},"posthog_update_cohort":{"id":"posthog_update_cohort","name":"PostHog Update Cohort","description":"Update an existing cohort in PostHog. Can modify name, description, filters, query, static membership, and deleted status.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The PostHog project ID (e.g., \\"12345\\" or project UUID)"},"cohortId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The cohort ID to update (e.g., \\"42\\")"},"region":{"type":"string","required":false,"visibility":"user-only","description":"PostHog cloud region: \\"us\\" or \\"eu\\" (default: \\"us\\")","default":"us"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Updated name for the cohort"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Updated description of the cohort"},"filters":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON string of updated filter configuration for the cohort"},"query":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON string of updated query configuration for the cohort"},"isStatic":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the cohort is static"},"groups":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON string of updated groups that define the cohort"},"deleted":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Set to true to archive (soft-delete) the cohort"}}},"posthog_update_event_definition":{"id":"posthog_update_event_definition","name":"PostHog Update Event Definition","description":"Update an event definition in PostHog. Can modify description, tags, and verification status to maintain clean event schemas.","version":"1.0.0","params":{"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PostHog Project ID (e.g., \\"12345\\" or project UUID)"},"eventDefinitionId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Event Definition ID to update"},"region":{"type":"string","required":true,"visibility":"user-only","description":"PostHog cloud region: us or eu"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Updated description for the event"},"tags":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of tags to associate with the event"},"verified":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to mark the event as verified"}}},"posthog_update_experiment":{"id":"posthog_update_experiment","name":"PostHog Update Experiment","description":"Update an existing experiment in PostHog. Use this to change dates, archive an experiment, or adjust its parameters and filters.","version":"1.0.0","params":{"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The PostHog project ID (e.g., \\"12345\\" or project UUID)"},"experimentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The experiment ID to update (e.g., \\"42\\")"},"region":{"type":"string","required":false,"visibility":"user-only","description":"PostHog cloud region: us or eu (default: us)","default":"us"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Updated experiment name"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Updated experiment description"},"parameters":{"type":"string","required":false,"visibility":"user-or-llm","description":"Updated experiment parameters as JSON string"},"filters":{"type":"string","required":false,"visibility":"user-or-llm","description":"Updated experiment filters as JSON string"},"startDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Updated start date (ISO 8601). Set this to launch a draft experiment."},"endDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Updated end date (ISO 8601). Set this to conclude a running experiment."},"archived":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to archive the experiment"}}},"posthog_update_feature_flag":{"id":"posthog_update_feature_flag","name":"PostHog Update Feature Flag","description":"Update an existing feature flag in PostHog","version":"1.0.0","params":{"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The PostHog project ID (e.g., \\"12345\\" or project UUID)"},"flagId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The feature flag ID (e.g., \\"42\\")"},"region":{"type":"string","required":true,"visibility":"user-only","description":"PostHog cloud region: us or eu"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Feature flag name"},"key":{"type":"string","required":false,"visibility":"user-or-llm","description":"Feature flag key (unique identifier)"},"filters":{"type":"string","required":false,"visibility":"user-or-llm","description":"Feature flag filters as JSON string"},"active":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the flag is active"},"ensureExperienceContinuity":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to ensure experience continuity"},"rolloutPercentage":{"type":"number","required":false,"visibility":"user-or-llm","description":"Rollout percentage (0-100)"}}},"posthog_update_insight":{"id":"posthog_update_insight","name":"PostHog Update Insight","description":"Update an existing insight in PostHog. Can modify name, description, query, dashboards, tags, and favorited status.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The PostHog project ID (e.g., \\"12345\\" or project UUID)"},"insightId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The insight ID to update (e.g., \\"42\\" or short ID like \\"abc123\\")"},"region":{"type":"string","required":false,"visibility":"user-only","description":"PostHog cloud region: \\"us\\" or \\"eu\\" (default: \\"us\\")","default":"us"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Updated name for the insight"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Updated description for the insight"},"query":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON string of updated query configuration for the insight"},"dashboards":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of dashboard IDs to attach this insight to"},"tags":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of tags for the insight"},"favorited":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to mark the insight as favorited"}}},"posthog_update_property_definition":{"id":"posthog_update_property_definition","name":"PostHog Update Property Definition","description":"Update a property definition in PostHog. Can modify description, tags, property type, and verification status to maintain clean property schemas.","version":"1.0.0","params":{"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PostHog Project ID (e.g., \\"12345\\" or project UUID)"},"propertyDefinitionId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Property Definition ID to update"},"region":{"type":"string","required":true,"visibility":"user-only","description":"PostHog cloud region: us or eu"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Updated description for the property"},"tags":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of tags to associate with the property"},"verified":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to mark the property as verified"},"property_type":{"type":"string","required":false,"visibility":"user-or-llm","description":"The data type of the property (e.g., String, Numeric, Boolean, DateTime, etc.)"}}},"posthog_update_survey":{"id":"posthog_update_survey","name":"PostHog Update Survey","description":"Update an existing survey in PostHog. Can modify questions, appearance, conditions, and other settings.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"PostHog Personal API Key"},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"PostHog Project ID (e.g., \\"12345\\" or project UUID)"},"surveyId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Survey ID to update (e.g., \\"01234567-89ab-cdef-0123-456789abcdef\\")"},"region":{"type":"string","required":false,"visibility":"user-only","description":"PostHog cloud region: us or eu (default: us)","default":"us"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Self-hosted PostHog instance host (e.g., \\"posthog.mycompany.com\\"). Overrides the region setting when provided."},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Survey name"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Survey description"},"type":{"type":"string","required":false,"visibility":"user-or-llm","description":"Survey type: popover or api"},"questions":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON string of survey questions array. Each question must have type (open/link/rating/multiple_choice) and question text."},"startDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Survey start date in ISO 8601 format"},"endDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Survey end date in ISO 8601 format"},"appearance":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON string of appearance configuration (colors, position, etc.)"},"conditions":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON string of display conditions (URL matching, etc.)"},"targetingFlagFilters":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON string of feature flag filters for targeting"},"linkedFlagId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Feature flag ID to link to this survey"},"responsesLimit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of responses to collect"},"archived":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Archive or unarchive the survey"}}},"profound_bot_logs":{"id":"profound_bot_logs","name":"Profound Bot Logs","description":"Get identified bot visit logs with filters for a domain in Profound","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Profound API Key"},"domain":{"type":"string","required":true,"visibility":"user-or-llm","description":"Domain to query bot logs for (e.g. example.com)"},"startDate":{"type":"string","required":true,"visibility":"user-or-llm","description":"Start date (YYYY-MM-DD or ISO 8601)"},"endDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"End date (YYYY-MM-DD or ISO 8601). Defaults to now"},"dimensions":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated dimensions: timestamp, method, host, path, status_code, ip, user_agent, referer, bytes_sent, duration_ms, query_params, bot_name, bot_provider, bot_types"},"filters":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON array of filter objects, e.g. [{\\"field\\":\\"bot_name\\",\\"operator\\":\\"is\\",\\"value\\":\\"GPTBot\\"}]"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of results (default 10000, max 50000)"}}},"profound_bots_report":{"id":"profound_bots_report","name":"Profound Bots Report","description":"Query bot traffic report with hourly granularity for a domain in Profound","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Profound API Key"},"domain":{"type":"string","required":true,"visibility":"user-or-llm","description":"Domain to query bot traffic for (e.g. example.com)"},"startDate":{"type":"string","required":true,"visibility":"user-or-llm","description":"Start date (YYYY-MM-DD or ISO 8601)"},"endDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"End date (YYYY-MM-DD or ISO 8601). Defaults to now"},"metrics":{"type":"string","required":true,"visibility":"user-or-llm","description":"Comma-separated metrics: count, citations, indexing, training, last_visit"},"dimensions":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated dimensions: date, hour, path, bot_name, bot_provider, bot_type"},"dateInterval":{"type":"string","required":false,"visibility":"user-or-llm","description":"Date interval: hour, day, week, month, year"},"filters":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON array of filter objects, e.g. [{\\"field\\":\\"bot_name\\",\\"operator\\":\\"is\\",\\"value\\":\\"GPTBot\\"}]"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of results (default 10000, max 50000)"}}},"profound_category_assets":{"id":"profound_category_assets","name":"Profound Category Assets","description":"List assets (companies/brands) for a specific category in Profound","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Profound API Key"},"categoryId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Category ID (UUID)"}}},"profound_category_personas":{"id":"profound_category_personas","name":"Profound Category Personas","description":"List personas for a specific category in Profound","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Profound API Key"},"categoryId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Category ID (UUID)"}}},"profound_category_prompts":{"id":"profound_category_prompts","name":"Profound Category Prompts","description":"List prompts for a specific category in Profound","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Profound API Key"},"categoryId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Category ID (UUID)"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of results (default 10000, max 10000)"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor from previous response"},"orderDir":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort direction: asc or desc (default desc)"},"promptType":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated prompt types to filter: visibility, sentiment"},"topicId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated topic IDs (UUIDs) to filter by"},"tagId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated tag IDs (UUIDs) to filter by"},"regionId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated region IDs (UUIDs) to filter by"},"platformId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated platform IDs (UUIDs) to filter by"}}},"profound_category_tags":{"id":"profound_category_tags","name":"Profound Category Tags","description":"List tags for a specific category in Profound","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Profound API Key"},"categoryId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Category ID (UUID)"}}},"profound_category_topics":{"id":"profound_category_topics","name":"Profound Category Topics","description":"List topics for a specific category in Profound","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Profound API Key"},"categoryId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Category ID (UUID)"}}},"profound_citation_prompts":{"id":"profound_citation_prompts","name":"Profound Citation Prompts","description":"Get prompts that cite a specific domain across AI platforms in Profound","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Profound API Key"},"inputDomain":{"type":"string","required":true,"visibility":"user-or-llm","description":"Domain to look up citations for (e.g. ramp.com)"}}},"profound_citations_report":{"id":"profound_citations_report","name":"Profound Citations Report","description":"Query citations report for a category in Profound","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Profound API Key"},"categoryId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Category ID (UUID)"},"startDate":{"type":"string","required":true,"visibility":"user-or-llm","description":"Start date (YYYY-MM-DD or ISO 8601)"},"endDate":{"type":"string","required":true,"visibility":"user-or-llm","description":"End date (YYYY-MM-DD or ISO 8601)"},"metrics":{"type":"string","required":true,"visibility":"user-or-llm","description":"Comma-separated metrics: count, citation_share"},"dimensions":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated dimensions: hostname, path, date, region, topic, model, tag, prompt, url, root_domain, persona, citation_category"},"dateInterval":{"type":"string","required":false,"visibility":"user-or-llm","description":"Date interval: hour, day, week, month, year"},"filters":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON array of filter objects, e.g. [{\\"field\\":\\"hostname\\",\\"operator\\":\\"is\\",\\"value\\":\\"example.com\\"}]"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of results (default 10000, max 50000)"}}},"profound_list_assets":{"id":"profound_list_assets","name":"Profound List Assets","description":"List all organization assets (companies/brands) across all categories in Profound","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Profound API Key"}}},"profound_list_categories":{"id":"profound_list_categories","name":"Profound List Categories","description":"List all organization categories in Profound","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Profound API Key"}}},"profound_list_domains":{"id":"profound_list_domains","name":"Profound List Domains","description":"List all organization domains in Profound","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Profound API Key"}}},"profound_list_models":{"id":"profound_list_models","name":"Profound List Models","description":"List all AI models/platforms tracked in Profound","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Profound API Key"}}},"profound_list_optimizations":{"id":"profound_list_optimizations","name":"Profound List Optimizations","description":"List content optimization entries for an asset in Profound","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Profound API Key"},"assetId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Asset ID (UUID)"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of results (default 10000, max 50000)"},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Offset for pagination (default 0)"}}},"profound_list_personas":{"id":"profound_list_personas","name":"Profound List Personas","description":"List all organization personas across all categories in Profound","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Profound API Key"}}},"profound_list_regions":{"id":"profound_list_regions","name":"Profound List Regions","description":"List all organization regions in Profound","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Profound API Key"}}},"profound_optimization_analysis":{"id":"profound_optimization_analysis","name":"Profound Optimization Analysis","description":"Get detailed content optimization analysis for a specific content item in Profound","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Profound API Key"},"assetId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Asset ID (UUID)"},"contentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Content/optimization ID (UUID)"}}},"profound_prompt_answers":{"id":"profound_prompt_answers","name":"Profound Prompt Answers","description":"Get raw prompt answers data for a category in Profound","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Profound API Key"},"categoryId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Category ID (UUID)"},"startDate":{"type":"string","required":true,"visibility":"user-or-llm","description":"Start date (YYYY-MM-DD or ISO 8601)"},"endDate":{"type":"string","required":true,"visibility":"user-or-llm","description":"End date (YYYY-MM-DD or ISO 8601)"},"filters":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON array of filter objects, e.g. [{\\"field\\":\\"prompt_type\\",\\"operator\\":\\"is\\",\\"value\\":\\"visibility\\"}]"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of results (default 10000, max 50000)"}}},"profound_prompt_volume":{"id":"profound_prompt_volume","name":"Profound Prompt Volume","description":"Query prompt volume data to understand search demand across AI platforms in Profound","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Profound API Key"},"startDate":{"type":"string","required":true,"visibility":"user-or-llm","description":"Start date (YYYY-MM-DD or ISO 8601)"},"endDate":{"type":"string","required":true,"visibility":"user-or-llm","description":"End date (YYYY-MM-DD or ISO 8601)"},"metrics":{"type":"string","required":true,"visibility":"user-or-llm","description":"Comma-separated metrics: volume, change"},"dimensions":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated dimensions: keyword, date, platform, country_code, matching_type, frequency"},"dateInterval":{"type":"string","required":false,"visibility":"user-or-llm","description":"Date interval: hour, day, week, month, year"},"filters":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON array of filter objects, e.g. [{\\"field\\":\\"keyword\\",\\"operator\\":\\"contains\\",\\"value\\":\\"best\\"}]"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of results (default 10000, max 50000)"}}},"profound_query_fanouts":{"id":"profound_query_fanouts","name":"Profound Query Fanouts","description":"Query fanout report showing how AI models expand prompts into sub-queries in Profound","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Profound API Key"},"categoryId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Category ID (UUID)"},"startDate":{"type":"string","required":true,"visibility":"user-or-llm","description":"Start date (YYYY-MM-DD or ISO 8601)"},"endDate":{"type":"string","required":true,"visibility":"user-or-llm","description":"End date (YYYY-MM-DD or ISO 8601)"},"metrics":{"type":"string","required":true,"visibility":"user-or-llm","description":"Comma-separated metrics: fanouts_per_execution, total_fanouts, share"},"dimensions":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated dimensions: prompt, query, model, region, date"},"dateInterval":{"type":"string","required":false,"visibility":"user-or-llm","description":"Date interval: hour, day, week, month, 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Use \\"account\\" for account, workspace, or OAuth tokens, or \\"project\\" for project tokens."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Railway project ID"}}},"railway_delete_service":{"id":"railway_delete_service","name":"Railway Delete Service","description":"Delete a Railway service and all of its deployments","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Railway API token"},"tokenType":{"type":"string","required":false,"visibility":"user-only","description":"Railway token type. Use \\"account\\" for account, workspace, or OAuth tokens, or \\"project\\" for project tokens."},"serviceId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Railway service ID"}}},"railway_delete_variable":{"id":"railway_delete_variable","name":"Railway Delete Variable","description":"Delete a Railway environment variable","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Railway API token"},"tokenType":{"type":"string","required":false,"visibility":"user-only","description":"Railway token type. Use \\"account\\" for account, workspace, or OAuth tokens, or \\"project\\" for project tokens."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Railway project ID"},"environmentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Railway environment ID"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Variable name to delete"},"serviceId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Railway service ID. Omit to delete a shared variable."}}},"railway_deploy_service":{"id":"railway_deploy_service","name":"Railway Deploy Service","description":"Trigger a deployment for a Railway service in an environment","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Railway API token"},"tokenType":{"type":"string","required":false,"visibility":"user-only","description":"Railway token type. Use \\"account\\" for account, workspace, or OAuth tokens, or \\"project\\" for project tokens."},"serviceId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Railway service ID"},"environmentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Railway environment ID"},"commitSha":{"type":"string","required":false,"visibility":"user-or-llm","description":"Specific Git commit SHA to deploy"}}},"railway_get_deployment":{"id":"railway_get_deployment","name":"Railway Get Deployment","description":"Get details for a single Railway deployment","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Railway API token"},"tokenType":{"type":"string","required":false,"visibility":"user-only","description":"Railway token type. Use \\"account\\" for account, workspace, or OAuth tokens, or \\"project\\" for project tokens."},"deploymentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Railway deployment ID"}}},"railway_get_deployment_logs":{"id":"railway_get_deployment_logs","name":"Railway Get Deployment Logs","description":"Retrieve runtime logs for a Railway deployment","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Railway API token"},"tokenType":{"type":"string","required":false,"visibility":"user-only","description":"Railway token type. Use \\"account\\" for account, workspace, or OAuth tokens, or \\"project\\" for project tokens."},"deploymentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Railway deployment ID"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of log lines to return"}}},"railway_get_project":{"id":"railway_get_project","name":"Railway Get Project","description":"Get a Railway project with its services and environments","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Railway API token"},"tokenType":{"type":"string","required":false,"visibility":"user-only","description":"Railway token type. Use \\"account\\" for account, workspace, or OAuth tokens, or \\"project\\" for project tokens."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Railway project ID"}}},"railway_list_deployments":{"id":"railway_list_deployments","name":"Railway List Deployments","description":"List deployments for a Railway service in an environment","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Railway API token"},"tokenType":{"type":"string","required":false,"visibility":"user-only","description":"Railway token type. Use \\"account\\" for account, workspace, or OAuth tokens, or \\"project\\" for project tokens."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Railway project ID"},"serviceId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Railway service ID"},"environmentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Railway environment ID"},"first":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of deployments to return"},"after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor for pagination"}}},"railway_list_project_members":{"id":"railway_list_project_members","name":"Railway List Project Members","description":"List members for a Railway project","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Railway API token"},"tokenType":{"type":"string","required":false,"visibility":"user-only","description":"Railway token type. Use \\"account\\" for account, workspace, or OAuth tokens, or \\"project\\" for project tokens."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Railway project ID"}}},"railway_list_projects":{"id":"railway_list_projects","name":"Railway List Projects","description":"List Railway projects visible to the provided token","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Railway API token"},"tokenType":{"type":"string","required":false,"visibility":"user-only","description":"Railway token type. Use \\"account\\" for account, workspace, or OAuth tokens, or \\"project\\" for project tokens."},"workspaceId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Workspace ID to list projects from"},"first":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of projects to return"},"after":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor for pagination"}}},"railway_list_variables":{"id":"railway_list_variables","name":"Railway List Variables","description":"List Railway environment variables for a service or shared environment","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Railway API token"},"tokenType":{"type":"string","required":false,"visibility":"user-only","description":"Railway token type. Use \\"account\\" for account, workspace, or OAuth tokens, or \\"project\\" for project tokens."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Railway project ID"},"environmentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Railway environment ID"},"serviceId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Railway service ID. Omit for shared environment variables."}}},"railway_restart_deployment":{"id":"railway_restart_deployment","name":"Railway Restart Deployment","description":"Restart a running Railway deployment without rebuilding","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Railway API token"},"tokenType":{"type":"string","required":false,"visibility":"user-only","description":"Railway token type. Use \\"account\\" for account, workspace, or OAuth tokens, or \\"project\\" for project tokens."},"deploymentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Railway deployment ID"}}},"railway_rollback_deployment":{"id":"railway_rollback_deployment","name":"Railway Rollback Deployment","description":"Roll a Railway service back to a previous deployment","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Railway API token"},"tokenType":{"type":"string","required":false,"visibility":"user-only","description":"Railway token type. Use \\"account\\" for account, workspace, or OAuth tokens, or \\"project\\" for project tokens."},"deploymentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Railway deployment ID to roll back to (must have canRollback)"}}},"railway_transfer_project":{"id":"railway_transfer_project","name":"Railway Transfer Project","description":"Transfer a Railway project to another workspace","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Railway API token"},"tokenType":{"type":"string","required":false,"visibility":"user-only","description":"Railway token type. Use \\"account\\" for account, workspace, or OAuth tokens, or \\"project\\" for project tokens."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Railway project ID"},"workspaceId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Destination workspace ID"}}},"railway_update_project":{"id":"railway_update_project","name":"Railway Update Project","description":"Update a Railway project name or description","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Railway API token"},"tokenType":{"type":"string","required":false,"visibility":"user-only","description":"Railway token type. Use \\"account\\" for account, workspace, or OAuth tokens, or \\"project\\" for project tokens."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Railway project ID"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Updated project name"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Updated project description"},"isPublic":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the project should be publicly visible"},"prDeploys":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to enable pull request deploy environments"}}},"railway_upsert_variable":{"id":"railway_upsert_variable","name":"Railway Upsert Variable","description":"Create or update a Railway environment variable","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Railway API token"},"tokenType":{"type":"string","required":false,"visibility":"user-only","description":"Railway token type. Use \\"account\\" for account, workspace, or OAuth tokens, or \\"project\\" for project tokens."},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Railway project ID"},"environmentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Railway environment ID"},"serviceId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Railway service ID. Omit to create or update a shared variable."},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Variable name"},"value":{"type":"string","required":true,"visibility":"user-or-llm","description":"Variable value"},"skipDeploys":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to skip automatic redeploys after changing the variable"}}},"rb2b_credit_check":{"id":"rb2b_credit_check","name":"RB2B Credit Check","description":"Check the number of API credits remaining on your RB2B account.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"RB2B API key"}}},"rb2b_email_to_activity":{"id":"rb2b_email_to_activity","name":"RB2B Email to Last Active Date","description":"Return the last known active date for an email address.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"RB2B API key"},"email":{"type":"string","required":true,"visibility":"user-or-llm","description":"The email address to look up"}}},"rb2b_hem_to_best_linkedin":{"id":"rb2b_hem_to_best_linkedin","name":"RB2B Email/HEM to Best LinkedIn URL","description":"Return the most recently active LinkedIn profile URL for an email address or MD5-hashed email.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"RB2B API key"},"email":{"type":"string","required":true,"visibility":"user-or-llm","description":"A plaintext email address or an MD5 hash of the email"}}},"rb2b_hem_to_business_profile":{"id":"rb2b_hem_to_business_profile","name":"RB2B Email/HEM to Business Profile","description":"Return a full business profile (name, title, company, industry, seniority and more) for an email address or MD5-hashed email.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"RB2B API key"},"email":{"type":"string","required":true,"visibility":"user-or-llm","description":"A plaintext email address or an MD5 hash of the email"}}},"rb2b_hem_to_linkedin":{"id":"rb2b_hem_to_linkedin","name":"RB2B Email/HEM to LinkedIn Slug","description":"Return the LinkedIn slug (the profile identifier portion of the URL) for an email address or MD5-hashed email.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"RB2B API key"},"email":{"type":"string","required":true,"visibility":"user-or-llm","description":"A plaintext email address or an MD5 hash of the email"}}},"rb2b_hem_to_maid":{"id":"rb2b_hem_to_maid","name":"RB2B Email/HEM to MAID","description":"Return up to five mobile advertising identifiers (MAIDs) associated with an email address or MD5-hashed email.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"RB2B API key"},"email":{"type":"string","required":true,"visibility":"user-or-llm","description":"A plaintext email address or an MD5 hash of the email"}}},"rb2b_ip_to_company":{"id":"rb2b_ip_to_company","name":"RB2B IP to Company","description":"Identify the company domains associated with an IP address, ranked by confidence.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"RB2B API key"},"ip_address":{"type":"string","required":true,"visibility":"user-or-llm","description":"The IP address to resolve (IPv4 or IPv6)"}}},"rb2b_ip_to_hem":{"id":"rb2b_ip_to_hem","name":"RB2B IP to HEM","description":"Convert an IP address (and optional user agent) into hashed email addresses (HEM) with accuracy scores.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"RB2B API key"},"ip_address":{"type":"string","required":true,"visibility":"user-or-llm","description":"The IP address to resolve (IPv4 or IPv6)"},"user_agent":{"type":"string","required":false,"visibility":"user-or-llm","description":"Optional user agent string to improve match accuracy"},"include_sha256":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to include SHA-256 hashes in addition to MD5 hashes"}}},"rb2b_ip_to_maid":{"id":"rb2b_ip_to_maid","name":"RB2B IP to MAID","description":"Resolve an IP address (and optional user agent) into mobile advertising identifiers (MAIDs) observed over the last 60 days.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"RB2B API key"},"ip_address":{"type":"string","required":true,"visibility":"user-or-llm","description":"The IP address to resolve (IPv4 or IPv6)"},"user_agent":{"type":"string","required":false,"visibility":"user-or-llm","description":"Optional user agent string to improve match accuracy"}}},"rb2b_linkedin_slug_search":{"id":"rb2b_linkedin_slug_search","name":"RB2B LinkedIn Slug Search","description":"Find a LinkedIn profile URL from a first name, last name, and company domain.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"RB2B API key"},"first_name":{"type":"string","required":true,"visibility":"user-or-llm","description":"The person’s first name"},"last_name":{"type":"string","required":true,"visibility":"user-or-llm","description":"The person’s last name"},"company_domain":{"type":"string","required":true,"visibility":"user-or-llm","description":"The company domain (e.g. example.com)"}}},"rb2b_linkedin_to_best_personal_email":{"id":"rb2b_linkedin_to_best_personal_email","name":"RB2B LinkedIn to Best Personal Email","description":"Return the personal email with the most recent known network activity for a LinkedIn profile.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"RB2B API key"},"linkedin_slug":{"type":"string","required":true,"visibility":"user-or-llm","description":"The LinkedIn profile slug or URL"}}},"rb2b_linkedin_to_business_profile":{"id":"rb2b_linkedin_to_business_profile","name":"RB2B LinkedIn to Business Profile","description":"Return a full business profile (name, title, company, emails and more) for a LinkedIn profile.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"RB2B API key"},"linkedin_slug":{"type":"string","required":true,"visibility":"user-or-llm","description":"The LinkedIn profile slug or URL"}}},"rb2b_linkedin_to_hashed_emails":{"id":"rb2b_linkedin_to_hashed_emails","name":"RB2B LinkedIn to Hashed Emails","description":"Return the business and personal hashed emails (MD5 and SHA-256) associated with a LinkedIn profile.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"RB2B API key"},"linkedin_slug":{"type":"string","required":true,"visibility":"user-or-llm","description":"The LinkedIn profile slug or URL"}}},"rb2b_linkedin_to_mobile_phone":{"id":"rb2b_linkedin_to_mobile_phone","name":"RB2B LinkedIn to Mobile Phone","description":"Return the mobile phone number with the most recent known network activity for a LinkedIn profile.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"RB2B API key"},"linkedin_slug":{"type":"string","required":true,"visibility":"user-or-llm","description":"The LinkedIn profile slug or URL"}}},"rb2b_linkedin_to_personal_email":{"id":"rb2b_linkedin_to_personal_email","name":"RB2B LinkedIn to Personal Email","description":"Return the personal email addresses associated with a LinkedIn profile.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"RB2B API key"},"linkedin_slug":{"type":"string","required":true,"visibility":"user-or-llm","description":"The LinkedIn profile slug or URL"}}},"rds_delete":{"id":"rds_delete","name":"RDS Delete","description":"Delete data from an Amazon RDS table using the Data API","version":"1.0","params":{"region":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"accessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"secretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"resourceArn":{"type":"string","required":true,"visibility":"user-or-llm","description":"ARN of the Aurora DB cluster (e.g., arn:aws:rds:us-east-1:123456789012:cluster:my-cluster)"},"secretArn":{"type":"string","required":true,"visibility":"user-only","description":"ARN of the Secrets Manager secret containing DB credentials"},"database":{"type":"string","required":false,"visibility":"user-or-llm","description":"Database name to connect to (e.g., mydb, production_db)"},"table":{"type":"string","required":true,"visibility":"user-or-llm","description":"Table name to delete from"},"conditions":{"type":"object","required":true,"visibility":"user-or-llm","description":"Conditions for the delete (e.g., {\\"id\\": 1})"}}},"rds_execute":{"id":"rds_execute","name":"RDS Execute","description":"Execute raw SQL on Amazon RDS using the Data API","version":"1.0","params":{"region":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"accessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"secretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"resourceArn":{"type":"string","required":true,"visibility":"user-or-llm","description":"ARN of the Aurora DB cluster (e.g., arn:aws:rds:us-east-1:123456789012:cluster:my-cluster)"},"secretArn":{"type":"string","required":true,"visibility":"user-only","description":"ARN of the Secrets Manager secret containing DB credentials"},"database":{"type":"string","required":false,"visibility":"user-or-llm","description":"Database name to connect to (e.g., mydb, production_db)"},"query":{"type":"string","required":true,"visibility":"user-or-llm","description":"Raw SQL query to execute (e.g., CREATE TABLE users (id SERIAL PRIMARY KEY, name VARCHAR(255)))"}}},"rds_insert":{"id":"rds_insert","name":"RDS Insert","description":"Insert data into an Amazon RDS table using the Data API","version":"1.0","params":{"region":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"accessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"secretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"resourceArn":{"type":"string","required":true,"visibility":"user-or-llm","description":"ARN of the Aurora DB cluster (e.g., arn:aws:rds:us-east-1:123456789012:cluster:my-cluster)"},"secretArn":{"type":"string","required":true,"visibility":"user-only","description":"ARN of the Secrets Manager secret containing DB credentials"},"database":{"type":"string","required":false,"visibility":"user-or-llm","description":"Database name to connect to (e.g., mydb, production_db)"},"table":{"type":"string","required":true,"visibility":"user-or-llm","description":"Table name to insert into"},"data":{"type":"object","required":true,"visibility":"user-or-llm","description":"Data to insert as key-value pairs"}}},"rds_introspect":{"id":"rds_introspect","name":"RDS Introspect","description":"Introspect Amazon RDS Aurora database schema to retrieve table structures, columns, and relationships","version":"1.0","params":{"region":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"accessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"secretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"resourceArn":{"type":"string","required":true,"visibility":"user-or-llm","description":"ARN of the Aurora DB cluster (e.g., arn:aws:rds:us-east-1:123456789012:cluster:my-cluster)"},"secretArn":{"type":"string","required":true,"visibility":"user-only","description":"ARN of the Secrets Manager secret containing DB credentials"},"database":{"type":"string","required":false,"visibility":"user-or-llm","description":"Database name to connect to (e.g., mydb, production_db)"},"schema":{"type":"string","required":false,"visibility":"user-or-llm","description":"Schema to introspect (default: public for PostgreSQL, database name for MySQL)"},"engine":{"type":"string","required":false,"visibility":"user-only","description":"Database engine (aurora-postgresql or aurora-mysql). Auto-detected if not provided."}}},"rds_query":{"id":"rds_query","name":"RDS Query","description":"Execute a SELECT query on Amazon RDS using the Data API","version":"1.0","params":{"region":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"accessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"secretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"resourceArn":{"type":"string","required":true,"visibility":"user-or-llm","description":"ARN of the Aurora DB cluster (e.g., arn:aws:rds:us-east-1:123456789012:cluster:my-cluster)"},"secretArn":{"type":"string","required":true,"visibility":"user-only","description":"ARN of the Secrets Manager secret containing DB credentials"},"database":{"type":"string","required":false,"visibility":"user-or-llm","description":"Database name to connect to (e.g., mydb, production_db)"},"query":{"type":"string","required":true,"visibility":"user-or-llm","description":"SQL SELECT query to execute (e.g., SELECT * FROM users WHERE status = :status)"}}},"rds_update":{"id":"rds_update","name":"RDS Update","description":"Update data in an Amazon RDS table using the Data API","version":"1.0","params":{"region":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"accessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"secretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"resourceArn":{"type":"string","required":true,"visibility":"user-or-llm","description":"ARN of the Aurora DB cluster (e.g., arn:aws:rds:us-east-1:123456789012:cluster:my-cluster)"},"secretArn":{"type":"string","required":true,"visibility":"user-only","description":"ARN of the Secrets Manager secret containing DB credentials"},"database":{"type":"string","required":false,"visibility":"user-or-llm","description":"Database name to connect to (e.g., mydb, production_db)"},"table":{"type":"string","required":true,"visibility":"user-or-llm","description":"Table name to update"},"data":{"type":"object","required":true,"visibility":"user-or-llm","description":"Data to update as key-value pairs"},"conditions":{"type":"object","required":true,"visibility":"user-or-llm","description":"Conditions for the update (e.g., {\\"id\\": 1})"}}},"reddit_delete":{"id":"reddit_delete","name":"Delete Reddit Post/Comment","description":"Delete your own Reddit post or comment","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Reddit API"},"id":{"type":"string","required":true,"visibility":"user-or-llm","description":"Thing fullname to delete (e.g., \\"t3_abc123\\" for post, \\"t1_def456\\" for comment)"}},"oauth":{"required":true,"provider":"reddit"}},"reddit_edit":{"id":"reddit_edit","name":"Edit Reddit Post/Comment","description":"Edit the text of your own Reddit post or comment","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Reddit API"},"thing_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"Thing fullname to edit (e.g., \\"t3_abc123\\" for post, \\"t1_def456\\" for comment)"},"text":{"type":"string","required":true,"visibility":"user-or-llm","description":"New text content in markdown format (e.g., \\"Updated **content** here\\")"}},"oauth":{"required":true,"provider":"reddit"}},"reddit_get_comments":{"id":"reddit_get_comments","name":"Get Reddit Comments","description":"Fetch comments from a specific Reddit post","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Reddit API"},"postId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The ID of the Reddit post to fetch comments from (e.g., \\"abc123\\")"},"subreddit":{"type":"string","required":true,"visibility":"user-or-llm","description":"The subreddit where the post is located (e.g., \\"technology\\", \\"programming\\")"},"sort":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort method for comments: \\"confidence\\", \\"top\\", \\"new\\", \\"controversial\\", \\"old\\", \\"random\\", \\"qa\\" (default: \\"confidence\\")"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of comments to return (e.g., 25). 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\\"special\\""},"sticky":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Sticky the comment to the top of the comment page (comments only)"}},"oauth":{"required":true,"provider":"reddit"}},"reddit_mod_remove":{"id":"reddit_mod_remove","name":"Remove Reddit Post/Comment (Mod)","description":"Remove a Reddit post or comment as a moderator, optionally marking it as spam","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"Access token for Reddit API"},"id":{"type":"string","required":true,"visibility":"user-or-llm","description":"Thing fullname to remove (e.g., \\"t3_abc123\\" for post, \\"t1_def456\\" for comment)"},"spam":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Mark the item as spam to train the subreddit spam filter (default: false)"}},"oauth":{"required":true,"provider":"reddit"}},"reddit_mod_sticky":{"id":"reddit_mod_sticky","name":"Sticky Reddit Post 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If the report contains rejected expenses, `expenseRejectedComment` is also required. Optional fields: `expectedStepCode`, `expectedStepSequence`, `statusId` (defaults to \\"A_APPR\\")."}}},"sap_concur_associate_attendees":{"id":"sap_concur_associate_attendees","name":"SAP Concur Associate Attendees","description":"Associate attendees with an expense (POST /expensereports/v4/users/{userId}/context/{contextType}/reports/{reportId}/expenses/{expenseId}/attendees).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Concur user UUID"},"contextType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Access context: TRAVELER or PROXY"},"reportId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Expense report ID"},"expenseId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Expense ID"},"body":{"type":"json","required":true,"visibility":"user-or-llm","description":"Attendee associations payload (e.g., { \\"attendeeAssociations\\": [...] })"}}},"sap_concur_create_cash_advance":{"id":"sap_concur_create_cash_advance","name":"SAP Concur Create Cash Advance","description":"Create a cash advance (POST /cashadvance/v4.1/cashadvances).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"body":{"type":"json","required":true,"visibility":"user-or-llm","description":"Cash advance payload"}}},"sap_concur_create_expected_expense":{"id":"sap_concur_create_expected_expense","name":"SAP Concur Create Expected Expense","description":"Create an expected expense on a travel request (POST /travelrequest/v4/requests/{requestUuid}/expenses).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"requestUuid":{"type":"string","required":true,"visibility":"user-or-llm","description":"Travel request UUID"},"userId":{"type":"string","required":false,"visibility":"user-or-llm","description":"User UUID acting on the request (required when using a Company JWT, optional otherwise)"},"body":{"type":"json","required":true,"visibility":"user-or-llm","description":"Expected expense payload"}}},"sap_concur_create_expense_report":{"id":"sap_concur_create_expense_report","name":"SAP Concur Create Expense Report","description":"Create an expense report (POST /expensereports/v4/users/{userId}/context/{contextType}/reports — supported contexts: TRAVELER, PROXY). 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Optional fields: businessPurpose, comment, customData, countryCode, countrySubDivisionCode, etc."}}},"sap_concur_create_list_item":{"id":"sap_concur_create_list_item","name":"SAP Concur Create List Item","description":"Create a list item (POST /list/v4/items).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"body":{"type":"json","required":true,"visibility":"user-or-llm","description":"List item payload. Required: listId, shortCode, value. Optional: parentId or parentCode (mutually exclusive). Note: Concur rejects shortCode/value containing hyphens."}}},"sap_concur_create_purchase_request":{"id":"sap_concur_create_purchase_request","name":"SAP Concur Create Purchase Request","description":"Create a purchase request (POST /purchaserequest/v4/purchaserequests).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"body":{"type":"json","required":true,"visibility":"user-or-llm","description":"Purchase request payload"}}},"sap_concur_create_quick_expense":{"id":"sap_concur_create_quick_expense","name":"SAP Concur Create Quick Expense","description":"Create a quick expense (POST /quickexpense/v4/users/{userId}/context/TRAVELER/quickexpenses).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Concur user UUID who owns the quick expense"},"contextType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Access context: must be TRAVELER"},"body":{"type":"json","required":true,"visibility":"user-or-llm","description":"Quick expense payload (expenseTypeId, transactionAmount, transactionDate, etc.)"}}},"sap_concur_create_quick_expense_with_image":{"id":"sap_concur_create_quick_expense_with_image","name":"SAP Concur Create Quick Expense With Image","description":"Create a quick expense with an attached image (POST /quickexpense/v4/users/{userId}/context/{contextType}/quickexpenses/image).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Concur user UUID"},"contextType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Access context: must be TRAVELER"},"receipt":{"type":"json","required":true,"visibility":"user-or-llm","description":"Receipt image (UserFile). Allowed: PDF, PNG, JPEG, TIFF (max 50MB)"},"body":{"type":"json","required":true,"visibility":"user-or-llm","description":"Quick expense payload (transactionAmount, transactionDate, expenseTypeId, vendor, ...)"}}},"sap_concur_create_report_comment":{"id":"sap_concur_create_report_comment","name":"SAP Concur Create Report Comment","description":"Create a comment on a report (POST /expensereports/v4/users/{userId}/context/{contextType}/reports/{reportId}/comments).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Concur user UUID"},"contextType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Access context: TRAVELER or PROXY"},"reportId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Expense report ID"},"comment":{"type":"string","required":true,"visibility":"user-or-llm","description":"Comment text to add"}}},"sap_concur_create_travel_request":{"id":"sap_concur_create_travel_request","name":"SAP Concur Create Travel Request","description":"Create a travel request (POST /travelrequest/v4/requests).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"userId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Optional Concur user UUID — required when impersonating another user"},"body":{"type":"json","required":true,"visibility":"user-or-llm","description":"Travel request payload (name, purpose, startDate, endDate, requestPolicyId, etc.)"}}},"sap_concur_create_user":{"id":"sap_concur_create_user","name":"SAP Concur Create User","description":"Create a new user identity (POST /profile/identity/v4.1/Users).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"body":{"type":"json","required":true,"visibility":"user-or-llm","description":"SCIM User payload (schemas, userName, name, emails, active, etc.)"}}},"sap_concur_delete_expected_expense":{"id":"sap_concur_delete_expected_expense","name":"SAP Concur Delete Expected Expense","description":"Delete an expected expense (DELETE /travelrequest/v4/expenses/{expenseUuid}).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"expenseUuid":{"type":"string","required":true,"visibility":"user-or-llm","description":"Expected expense UUID to delete"},"userId":{"type":"string","required":false,"visibility":"user-or-llm","description":"User UUID acting on the request (required when using a Company JWT, optional otherwise)"}}},"sap_concur_delete_expense":{"id":"sap_concur_delete_expense","name":"SAP Concur Delete Expense","description":"Delete an expense (DELETE /expensereports/v4/reports/{reportId}/expenses/{expenseId}).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"reportId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Expense report ID"},"expenseId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Expense ID to delete"}}},"sap_concur_delete_expense_report":{"id":"sap_concur_delete_expense_report","name":"SAP Concur Delete Expense Report","description":"Delete an expense report (DELETE /expensereports/v4/reports/{reportId}).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"reportId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Expense report ID to delete"}}},"sap_concur_delete_list_item":{"id":"sap_concur_delete_list_item","name":"SAP Concur Delete List Item","description":"Delete a list item (DELETE /list/v4/items/{itemId}).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"itemId":{"type":"string","required":true,"visibility":"user-or-llm","description":"List item UUID"}}},"sap_concur_delete_travel_request":{"id":"sap_concur_delete_travel_request","name":"SAP Concur Delete Travel Request","description":"Delete a travel request (DELETE /travelrequest/v4/requests/{requestUuid}).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"requestUuid":{"type":"string","required":true,"visibility":"user-or-llm","description":"Travel request UUID to delete"},"userId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Optional Concur user UUID — required when impersonating another user"}}},"sap_concur_delete_user":{"id":"sap_concur_delete_user","name":"SAP Concur Delete User","description":"Delete a user identity (DELETE /profile/identity/v4.1/Users/{id}).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"userUuid":{"type":"string","required":true,"visibility":"user-or-llm","description":"User UUID to delete"}}},"sap_concur_get_allocation":{"id":"sap_concur_get_allocation","name":"SAP Concur Get Allocation","description":"Get a single allocation (GET /expensereports/v4/users/{userId}/context/{contextType}/reports/{reportId}/allocations/{allocationId}).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Concur user UUID"},"contextType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Access context: TRAVELER or PROXY"},"reportId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Expense report ID"},"allocationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Allocation ID"}}},"sap_concur_get_budget":{"id":"sap_concur_get_budget","name":"SAP Concur Get Budget","description":"Get a budget item header by ID (GET /budget/v4/budgetItemHeader/{id}).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"budgetId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Budget item header ID (syncguid)"}}},"sap_concur_get_cash_advance":{"id":"sap_concur_get_cash_advance","name":"SAP Concur Get Cash Advance","description":"Get a cash advance (GET /cashadvance/v4.1/cashadvances/{cashAdvanceId}).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password 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password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"expenseUuid":{"type":"string","required":true,"visibility":"user-or-llm","description":"Expected expense UUID"},"userId":{"type":"string","required":false,"visibility":"user-or-llm","description":"User UUID acting on the request (optional)"}}},"sap_concur_get_expense":{"id":"sap_concur_get_expense","name":"SAP Concur Get Expense","description":"Get a single expense (GET /expensereports/v4/users/{userId}/context/{contextType}/reports/{reportId}/expenses/{expenseId}).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Concur user UUID"},"contextType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Access context: TRAVELER, MANAGER, or PROXY"},"reportId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Expense report ID"},"expenseId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Expense ID"}}},"sap_concur_get_expense_report":{"id":"sap_concur_get_expense_report","name":"SAP Concur Get Expense Report","description":"Retrieve a single expense report header by id via Expense Report v4 (/expensereports/v4/users/{userId}/context/{contextType}/reports/{reportId}).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Concur user UUID who owns the report"},"contextType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Access context: TRAVELER (own report), MANAGER (report under approval), PROCESSOR, or PROXY"},"reportId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Expense report ID"}}},"sap_concur_get_itemizations":{"id":"sap_concur_get_itemizations","name":"SAP Concur Get Expense Itemizations","description":"Get expense itemizations (GET /expensereports/v4/users/{userId}/context/{contextType}/reports/{reportId}/expenses/{expenseId}/itemizations).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Concur user UUID"},"contextType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Access context: TRAVELER, MANAGER, or PROXY"},"reportId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Expense report ID"},"expenseId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Expense ID"}}},"sap_concur_get_itinerary":{"id":"sap_concur_get_itinerary","name":"SAP Concur Get Trip","description":"Get a single trip/itinerary (GET 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us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Concur user UUID"},"contextType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Access context: TRAVELER 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us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"requestUuid":{"type":"string","required":true,"visibility":"user-or-llm","description":"Travel request UUID"}}},"sap_concur_list_travel_requests":{"id":"sap_concur_list_travel_requests","name":"SAP Concur List Travel 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Required body field: comment.","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"reportId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Expense report ID to send back"},"body":{"type":"json","required":true,"visibility":"user-or-llm","description":"Request body — `comment` is required by Concur (e.g., { \\"comment\\": \\"Missing receipt\\" }). Optional fields: `expectedStepCode`, `expectedStepSequence`."}}},"sap_concur_submit_expense_report":{"id":"sap_concur_submit_expense_report","name":"SAP Concur Submit Expense Report","description":"Submit an expense report into the workflow via Expense Report v4 (PATCH /expensereports/v4/users/{userId}/reports/{reportId}/submit).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Concur user UUID who owns the report"},"reportId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Expense report ID to submit"},"body":{"type":"json","required":false,"visibility":"user-or-llm","description":"Optional body. Concur docs don\'t define a payload for this action; pass an empty object if uncertain."}}},"sap_concur_update_allocation":{"id":"sap_concur_update_allocation","name":"SAP Concur Update Allocation","description":"Update an allocation (PATCH /expensereports/v4/users/{userId}/context/{contextType}/reports/{reportId}/allocations/{allocationId}).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Concur user UUID"},"contextType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Access context: TRAVELER or PROXY (write requires expense.report.readwrite)"},"reportId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Expense report ID"},"allocationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Allocation ID to update"},"body":{"type":"json","required":true,"visibility":"user-or-llm","description":"Fields to update on the allocation"}}},"sap_concur_update_expected_expense":{"id":"sap_concur_update_expected_expense","name":"SAP Concur Update Expected Expense","description":"Update an expected expense (PUT /travelrequest/v4/expenses/{expenseUuid}).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"expenseUuid":{"type":"string","required":true,"visibility":"user-or-llm","description":"Expected expense UUID to update"},"userId":{"type":"string","required":false,"visibility":"user-or-llm","description":"User UUID acting on the request (required when using a Company JWT, optional otherwise)"},"body":{"type":"json","required":true,"visibility":"user-or-llm","description":"Fields to update on the expected expense"}}},"sap_concur_update_expense":{"id":"sap_concur_update_expense","name":"SAP Concur Update Expense","description":"Update an expense (PATCH /expensereports/v4/reports/{reportId}/expenses/{expenseId}).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"reportId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Expense report ID"},"expenseId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Expense ID to update"},"body":{"type":"json","required":true,"visibility":"user-or-llm","description":"PATCH body. Allowed fields: businessPurpose (string, max 64), customData (CustomData[]), expenseSource (required: EA|MOB|OTHER|SE|TA|TR|UI), isExpenseRejected (boolean), isPaperReceiptReceived (boolean)."}}},"sap_concur_update_expense_report":{"id":"sap_concur_update_expense_report","name":"SAP Concur Update Expense Report","description":"Update an unsubmitted expense report (PATCH /expensereports/v4/users/{userId}/context/{contextType}/reports/{reportId} — supported contexts: TRAVELER, PROXY). Body fields: businessPurpose, comment, customData, name, etc.","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Concur user UUID who owns the report"},"contextType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Access context: TRAVELER (own report) or PROXY (editing on behalf of another user)"},"reportId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Expense report ID to update"},"body":{"type":"json","required":true,"visibility":"user-or-llm","description":"Fields to update on the report"}}},"sap_concur_update_list_item":{"id":"sap_concur_update_list_item","name":"SAP Concur Update List Item","description":"Update a list item (PUT /list/v4/items/{itemId}).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"itemId":{"type":"string","required":true,"visibility":"user-or-llm","description":"List item UUID"},"body":{"type":"json","required":true,"visibility":"user-or-llm","description":"List item payload. Required: shortCode, value. Other fields in the body are ignored."}}},"sap_concur_update_travel_request":{"id":"sap_concur_update_travel_request","name":"SAP Concur Update Travel Request","description":"Update a travel request (PUT /travelrequest/v4/requests/{requestUuid}).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"requestUuid":{"type":"string","required":true,"visibility":"user-or-llm","description":"Travel request UUID to update"},"body":{"type":"json","required":true,"visibility":"user-or-llm","description":"Fields to update on the travel request"}}},"sap_concur_update_user":{"id":"sap_concur_update_user","name":"SAP Concur Update User","description":"Patch a user identity (PATCH /profile/identity/v4.1/Users/{id}).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"userUuid":{"type":"string","required":true,"visibility":"user-or-llm","description":"User UUID to update"},"body":{"type":"json","required":true,"visibility":"user-or-llm","description":"SCIM PATCH operations payload ({ schemas, Operations: [...] })"}}},"sap_concur_upload_exchange_rates":{"id":"sap_concur_upload_exchange_rates","name":"SAP Concur Upload Exchange Rates","description":"Bulk upload up to 100 custom exchange rates (POST /exchangerate/v4/rates). Body contains a currency_sets array, each with from_crn_code, to_crn_code, start_date (YYYY-MM-DD), and rate.","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"body":{"type":"json","required":true,"visibility":"user-or-llm","description":"Bulk upload body: { currency_sets: [{ from_crn_code, to_crn_code, start_date: \\"YYYY-MM-DD\\", rate }] } (max 100 entries)"}}},"sap_concur_upload_receipt_image":{"id":"sap_concur_upload_receipt_image","name":"SAP Concur Upload Receipt Image","description":"Upload an image-only receipt (POST /receipts/v4/users/{userId}/image-only-receipts).","version":"1.0.0","params":{"datacenter":{"type":"string","required":false,"visibility":"user-only","description":"Concur datacenter base URL (defaults to us.api.concursolutions.com)"},"grantType":{"type":"string","required":false,"visibility":"user-only","description":"OAuth grant type: client_credentials (default) or password"},"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Concur OAuth client secret"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username (only for password grant)"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password (only for password grant)"},"companyUuid":{"type":"string","required":false,"visibility":"user-only","description":"Company UUID for multi-company access tokens"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Concur user UUID who owns the receipt"},"receipt":{"type":"json","required":true,"visibility":"user-or-llm","description":"Receipt image file (UserFile reference). Supported formats: PDF, PNG, JPEG, GIF, TIFF"},"forwardId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Optional client-supplied dedup id (max 40 chars). Sent as the concur-forwardid header."}}},"sap_s4hana_create_business_partner":{"id":"sap_s4hana_create_business_partner","name":"SAP S/4HANA Create Business Partner","description":"Create a business partner in SAP S/4HANA Cloud (API_BUSINESS_PARTNER, A_BusinessPartner). For Person category 1 provide FirstName and LastName. For Organization category 2 provide OrganizationBPName1.","version":"1.0.0","params":{"subdomain":{"type":"string","required":false,"visibility":"user-only","description":"SAP BTP subaccount subdomain (technical name of your subaccount, not the S/4HANA host)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"BTP region (e.g. eu10, us10)"},"clientId":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client ID from the S/4HANA Communication Arrangement"},"clientSecret":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client secret from the S/4HANA Communication Arrangement"},"deploymentType":{"type":"string","required":false,"visibility":"user-only","description":"Deployment type: cloud_public (default), cloud_private, or on_premise"},"authType":{"type":"string","required":false,"visibility":"user-only","description":"Authentication type: oauth_client_credentials (default) or basic"},"baseUrl":{"type":"string","required":false,"visibility":"user-only","description":"Base URL of the S/4HANA host (Cloud Private / On-Premise)"},"tokenUrl":{"type":"string","required":false,"visibility":"user-only","description":"OAuth token URL (Cloud Private / On-Premise + OAuth)"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username for HTTP Basic auth"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password for HTTP Basic auth"},"businessPartnerCategory":{"type":"string","required":true,"visibility":"user-or-llm","description":"BusinessPartnerCategory: \\"1\\" Person, \\"2\\" Organization, \\"3\\" Group"},"businessPartnerGrouping":{"type":"string","required":true,"visibility":"user-or-llm","description":"BusinessPartnerGrouping (number range / role grouping configured in S/4HANA, e.g. \\"0001\\")"},"firstName":{"type":"string","required":false,"visibility":"user-or-llm","description":"FirstName (required for Person)"},"lastName":{"type":"string","required":false,"visibility":"user-or-llm","description":"LastName (required for Person)"},"organizationBPName1":{"type":"string","required":false,"visibility":"user-or-llm","description":"OrganizationBPName1 (required for Organization)"},"body":{"type":"json","required":false,"visibility":"user-or-llm","description":"Optional additional A_BusinessPartner fields merged into the create payload"}}},"sap_s4hana_create_purchase_order":{"id":"sap_s4hana_create_purchase_order","name":"SAP S/4HANA Create Purchase Order","description":"Create a purchase order in SAP S/4HANA Cloud (API_PURCHASEORDER_PROCESS_SRV, A_PurchaseOrder). PurchaseOrder is auto-assigned by SAP from the document number range; provide line items via the body parameter.","version":"1.0.0","params":{"subdomain":{"type":"string","required":false,"visibility":"user-only","description":"SAP BTP subaccount subdomain (technical name of your subaccount, not the S/4HANA host)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"BTP region (e.g. eu10, us10)"},"clientId":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client ID from the S/4HANA Communication Arrangement"},"clientSecret":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client secret from the S/4HANA Communication Arrangement"},"deploymentType":{"type":"string","required":false,"visibility":"user-only","description":"Deployment type: cloud_public (default), cloud_private, or on_premise"},"authType":{"type":"string","required":false,"visibility":"user-only","description":"Authentication type: oauth_client_credentials (default) or basic"},"baseUrl":{"type":"string","required":false,"visibility":"user-only","description":"Base URL of the S/4HANA host (Cloud Private / On-Premise)"},"tokenUrl":{"type":"string","required":false,"visibility":"user-only","description":"OAuth token URL (Cloud Private / On-Premise + OAuth)"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username for HTTP Basic auth"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password for HTTP Basic auth"},"purchaseOrderType":{"type":"string","required":true,"visibility":"user-or-llm","description":"PurchaseOrderType (e.g., \\"NB\\" Standard PO)"},"companyCode":{"type":"string","required":true,"visibility":"user-or-llm","description":"CompanyCode (4 chars, e.g., \\"1010\\")"},"purchasingOrganization":{"type":"string","required":true,"visibility":"user-or-llm","description":"PurchasingOrganization (4 chars)"},"purchasingGroup":{"type":"string","required":true,"visibility":"user-or-llm","description":"PurchasingGroup (3 chars)"},"supplier":{"type":"string","required":true,"visibility":"user-or-llm","description":"Supplier business partner key (up to 10 chars)"},"body":{"type":"json","required":true,"visibility":"user-or-llm","description":"A_PurchaseOrder body containing to_PurchaseOrderItem deep-insert items (required by SAP) plus any additional header fields, e.g., {\\"to_PurchaseOrderItem\\":[{\\"PurchaseOrderItem\\":\\"10\\",\\"Material\\":\\"TG11\\",\\"OrderQuantity\\":\\"5\\",\\"Plant\\":\\"1010\\",\\"PurchaseOrderQuantityUnit\\":\\"PC\\",\\"NetPriceAmount\\":\\"100.00\\",\\"DocumentCurrency\\":\\"USD\\"}]}."}}},"sap_s4hana_create_purchase_requisition":{"id":"sap_s4hana_create_purchase_requisition","name":"SAP S/4HANA Create Purchase Requisition","description":"Create a purchase requisition in SAP S/4HANA Cloud (API_PURCHASEREQ_PROCESS_SRV, A_PurchaseRequisitionHeader). PurchaseRequisition is auto-assigned by SAP from the document number range; provide line items via the to_PurchaseReqnItem deep-insert array. Note: API_PURCHASEREQ_PROCESS_SRV is deprecated since S/4HANA Cloud Public Edition 2402; the successor is API_PURCHASEREQUISITION_2 (OData v4). This tool still works against tenants where the legacy service is enabled.","version":"1.0.0","params":{"subdomain":{"type":"string","required":false,"visibility":"user-only","description":"SAP BTP subaccount subdomain (technical name of your subaccount, not the S/4HANA host)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"BTP region (e.g. eu10, us10)"},"clientId":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client ID from the S/4HANA Communication Arrangement"},"clientSecret":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client secret from the S/4HANA Communication Arrangement"},"deploymentType":{"type":"string","required":false,"visibility":"user-only","description":"Deployment type: cloud_public (default), cloud_private, or on_premise"},"authType":{"type":"string","required":false,"visibility":"user-only","description":"Authentication type: oauth_client_credentials (default) or basic"},"baseUrl":{"type":"string","required":false,"visibility":"user-only","description":"Base URL of the S/4HANA host (Cloud Private / On-Premise)"},"tokenUrl":{"type":"string","required":false,"visibility":"user-only","description":"OAuth token URL (Cloud Private / On-Premise + OAuth)"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username for HTTP Basic auth"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password for HTTP Basic auth"},"purchaseRequisitionType":{"type":"string","required":true,"visibility":"user-or-llm","description":"PurchaseRequisitionType (e.g., \\"NB\\" Standard PR)"},"items":{"type":"json","required":true,"visibility":"user-or-llm","description":"to_PurchaseReqnItem deep-insert array (e.g., [{\\"PurchaseRequisitionItem\\":\\"10\\",\\"Material\\":\\"TG11\\",\\"RequestedQuantity\\":\\"5\\",\\"Plant\\":\\"1010\\",\\"BaseUnit\\":\\"PC\\",\\"DeliveryDate\\":\\"/Date(1735689600000)/\\"}])"},"body":{"type":"json","required":false,"visibility":"user-or-llm","description":"Additional A_PurchaseRequisitionHeader fields merged into the create payload (e.g., {\\"PurReqnDescription\\":\\"Office supplies\\"})"}}},"sap_s4hana_create_sales_order":{"id":"sap_s4hana_create_sales_order","name":"SAP S/4HANA Create Sales Order","description":"Create a sales order in SAP S/4HANA Cloud (API_SALES_ORDER_SRV, A_SalesOrder) with deep insert of sales order items via to_Item.","version":"1.0.0","params":{"subdomain":{"type":"string","required":false,"visibility":"user-only","description":"SAP BTP subaccount subdomain (technical name of your subaccount, not the S/4HANA host)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"BTP region (e.g. eu10, us10)"},"clientId":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client ID from the S/4HANA Communication Arrangement"},"clientSecret":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client secret from the S/4HANA Communication Arrangement"},"deploymentType":{"type":"string","required":false,"visibility":"user-only","description":"Deployment type: cloud_public (default), cloud_private, or on_premise"},"authType":{"type":"string","required":false,"visibility":"user-only","description":"Authentication type: oauth_client_credentials (default) or basic"},"baseUrl":{"type":"string","required":false,"visibility":"user-only","description":"Base URL of the S/4HANA host (Cloud Private / On-Premise)"},"tokenUrl":{"type":"string","required":false,"visibility":"user-only","description":"OAuth token URL (Cloud Private / On-Premise + OAuth)"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username for HTTP Basic auth"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password for HTTP Basic auth"},"salesOrderType":{"type":"string","required":true,"visibility":"user-or-llm","description":"SalesOrderType (e.g., \\"OR\\" Standard Order)"},"salesOrganization":{"type":"string","required":true,"visibility":"user-or-llm","description":"SalesOrganization (4 chars, e.g., \\"1010\\")"},"distributionChannel":{"type":"string","required":true,"visibility":"user-or-llm","description":"DistributionChannel (2 chars, e.g., \\"10\\")"},"organizationDivision":{"type":"string","required":true,"visibility":"user-or-llm","description":"OrganizationDivision (2 chars, e.g., \\"00\\")"},"soldToParty":{"type":"string","required":true,"visibility":"user-or-llm","description":"SoldToParty business partner key (up to 10 chars)"},"items":{"type":"json","required":true,"visibility":"user-or-llm","description":"Array of sales order items for to_Item deep insert. Each item should include Material and RequestedQuantity (e.g., [{\\"Material\\":\\"TG11\\",\\"RequestedQuantity\\":\\"1\\"}])."},"body":{"type":"json","required":false,"visibility":"user-or-llm","description":"Optional additional A_SalesOrder fields merged into the create payload"}}},"sap_s4hana_delete_sales_order":{"id":"sap_s4hana_delete_sales_order","name":"SAP S/4HANA Delete Sales Order","description":"Delete an A_SalesOrder entity in SAP S/4HANA Cloud (API_SALES_ORDER_SRV). Only orders without subsequent documents (deliveries, invoices) can be deleted; otherwise reject items via update instead.","version":"1.0.0","params":{"subdomain":{"type":"string","required":false,"visibility":"user-only","description":"SAP BTP subaccount subdomain (technical name of your subaccount, not the S/4HANA host)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"BTP region (e.g. eu10, us10)"},"clientId":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client ID from the S/4HANA Communication Arrangement"},"clientSecret":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client secret from the S/4HANA Communication Arrangement"},"deploymentType":{"type":"string","required":false,"visibility":"user-only","description":"Deployment type: cloud_public (default), cloud_private, or on_premise"},"authType":{"type":"string","required":false,"visibility":"user-only","description":"Authentication type: oauth_client_credentials (default) or basic"},"baseUrl":{"type":"string","required":false,"visibility":"user-only","description":"Base URL of the S/4HANA host (Cloud Private / On-Premise)"},"tokenUrl":{"type":"string","required":false,"visibility":"user-only","description":"OAuth token URL (Cloud Private / On-Premise + OAuth)"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username for HTTP Basic auth"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password for HTTP Basic auth"},"salesOrder":{"type":"string","required":true,"visibility":"user-or-llm","description":"SalesOrder key to delete (string, up to 10 characters)"},"ifMatch":{"type":"string","required":false,"visibility":"user-or-llm","description":"If-Match ETag for optimistic concurrency. 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A_InbDeliveryHeader).","version":"1.0.0","params":{"subdomain":{"type":"string","required":false,"visibility":"user-only","description":"SAP BTP subaccount subdomain (technical name of your subaccount, not the S/4HANA host)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"BTP region (e.g. eu10, us10)"},"clientId":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client ID from the S/4HANA Communication Arrangement"},"clientSecret":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client secret from the S/4HANA Communication Arrangement"},"deploymentType":{"type":"string","required":false,"visibility":"user-only","description":"Deployment type: cloud_public (default), cloud_private, or on_premise"},"authType":{"type":"string","required":false,"visibility":"user-only","description":"Authentication type: oauth_client_credentials (default) or 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\\"to_DeliveryDocumentItem\\")"}}},"sap_s4hana_get_material_document":{"id":"sap_s4hana_get_material_document","name":"SAP S/4HANA Get Material Document","description":"Retrieve a single material document header by composite key (MaterialDocument + MaterialDocumentYear) from SAP S/4HANA Cloud (API_MATERIAL_DOCUMENT_SRV, A_MaterialDocumentHeader).","version":"1.0.0","params":{"subdomain":{"type":"string","required":false,"visibility":"user-only","description":"SAP BTP subaccount subdomain (technical name of your subaccount, not the S/4HANA host)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"BTP region (e.g. eu10, us10)"},"clientId":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client ID from the S/4HANA Communication Arrangement"},"clientSecret":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client secret from the S/4HANA Communication 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\\"2024\\")"},"materialDocument":{"type":"string","required":true,"visibility":"user-or-llm","description":"MaterialDocument key (string, up to 10 characters)"},"select":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated fields to return ($select)"},"expand":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated navigation properties to expand (e.g., \\"to_MaterialDocumentItem\\")"}}},"sap_s4hana_get_outbound_delivery":{"id":"sap_s4hana_get_outbound_delivery","name":"SAP S/4HANA Get Outbound Delivery","description":"Retrieve a single outbound delivery by DeliveryDocument key from SAP S/4HANA Cloud (API_OUTBOUND_DELIVERY_SRV;v=0002, A_OutbDeliveryHeader).","version":"1.0.0","params":{"subdomain":{"type":"string","required":false,"visibility":"user-only","description":"SAP BTP subaccount subdomain (technical name of your subaccount, not the S/4HANA 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On-Premise + OAuth)"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username for HTTP Basic auth"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password for HTTP Basic auth"},"deliveryDocument":{"type":"string","required":true,"visibility":"user-or-llm","description":"DeliveryDocument key (string, up to 10 characters)"},"select":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated fields to return ($select)"},"expand":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated navigation properties to expand (e.g., \\"to_DeliveryDocumentItem\\")"}}},"sap_s4hana_get_product":{"id":"sap_s4hana_get_product","name":"SAP S/4HANA Get Product","description":"Retrieve a single product (material) by Product key from SAP S/4HANA Cloud (API_PRODUCT_SRV, A_Product).","version":"1.0.0","params":{"subdomain":{"type":"string","required":false,"visibility":"user-only","description":"SAP BTP subaccount subdomain (technical name of your subaccount, not the S/4HANA host)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"BTP region (e.g. eu10, us10)"},"clientId":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client ID from the S/4HANA Communication Arrangement"},"clientSecret":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client secret from the S/4HANA Communication Arrangement"},"deploymentType":{"type":"string","required":false,"visibility":"user-only","description":"Deployment type: cloud_public (default), cloud_private, or on_premise"},"authType":{"type":"string","required":false,"visibility":"user-only","description":"Authentication type: oauth_client_credentials (default) or 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\\"to_Description\\")"}}},"sap_s4hana_get_purchase_order":{"id":"sap_s4hana_get_purchase_order","name":"SAP S/4HANA Get Purchase Order","description":"Retrieve a single purchase order by PurchaseOrder key from SAP S/4HANA Cloud (API_PURCHASEORDER_PROCESS_SRV, A_PurchaseOrder).","version":"1.0.0","params":{"subdomain":{"type":"string","required":false,"visibility":"user-only","description":"SAP BTP subaccount subdomain (technical name of your subaccount, not the S/4HANA host)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"BTP region (e.g. eu10, us10)"},"clientId":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client ID from the S/4HANA Communication Arrangement"},"clientSecret":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client secret from the S/4HANA Communication Arrangement"},"deploymentType":{"type":"string","required":false,"visibility":"user-only","description":"Deployment 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Note: API_PURCHASEREQ_PROCESS_SRV is deprecated since S/4HANA Cloud Public Edition 2402; the successor is API_PURCHASEREQUISITION_2 (OData v4). 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for HTTP Basic auth"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password for HTTP Basic auth"},"supplierInvoice":{"type":"string","required":true,"visibility":"user-or-llm","description":"SupplierInvoice key (string, up to 10 characters)"},"fiscalYear":{"type":"string","required":true,"visibility":"user-or-llm","description":"FiscalYear (4-character year, e.g., \\"2024\\")"},"select":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated fields to return ($select)"},"expand":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated navigation properties to expand ($expand)"}}},"sap_s4hana_list_billing_documents":{"id":"sap_s4hana_list_billing_documents","name":"SAP S/4HANA List Billing Documents","description":"List billing documents (customer invoices) from SAP S/4HANA Cloud (API_BILLING_DOCUMENT_SRV, A_BillingDocument) with optional OData $filter, $top, $skip, $orderby, 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\'Z001\'\\")"},"top":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum results to return ($top)"},"skip":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to skip ($skip)"},"orderBy":{"type":"string","required":false,"visibility":"user-or-llm","description":"OData $orderby expression"},"select":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated fields to return ($select)"},"expand":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated navigation properties to expand (e.g., \\"to_CustomerCompany,to_CustomerSalesArea\\")"}}},"sap_s4hana_list_inbound_deliveries":{"id":"sap_s4hana_list_inbound_deliveries","name":"SAP S/4HANA List Inbound Deliveries","description":"List inbound deliveries from SAP S/4HANA Cloud (API_INBOUND_DELIVERY_SRV;v=0002, A_InbDeliveryHeader) with optional OData $filter, $top, $skip, $orderby, $select, 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($select)"},"expand":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated navigation properties to expand (e.g., \\"to_MaterialDocumentItem\\")"}}},"sap_s4hana_list_material_stock":{"id":"sap_s4hana_list_material_stock","name":"SAP S/4HANA List Material Stock","description":"List material stock quantities from SAP S/4HANA Cloud (API_MATERIAL_STOCK_SRV, A_MatlStkInAcctMod). The entity uses an 11-field composite key (Material, Plant, StorageLocation, Batch, Supplier, Customer, WBSElementInternalID, SDDocument, SDDocumentItem, InventorySpecialStockType, InventoryStockType) — query with $filter on these fields instead of a direct key lookup.","version":"1.0.0","params":{"subdomain":{"type":"string","required":false,"visibility":"user-only","description":"SAP BTP subaccount subdomain (technical name of your subaccount, not the S/4HANA host)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"BTP region (e.g. eu10, us10)"},"clientId":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client ID from the S/4HANA Communication Arrangement"},"clientSecret":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client secret from the S/4HANA Communication Arrangement"},"deploymentType":{"type":"string","required":false,"visibility":"user-only","description":"Deployment type: 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($skip)"},"orderBy":{"type":"string","required":false,"visibility":"user-or-llm","description":"OData $orderby expression"},"select":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated fields to return ($select)"},"expand":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated navigation properties to expand (e.g., \\"to_DeliveryDocumentItem\\")"}}},"sap_s4hana_list_products":{"id":"sap_s4hana_list_products","name":"SAP S/4HANA List Products","description":"List products (materials) from SAP S/4HANA Cloud (API_PRODUCT_SRV, A_Product) with optional OData $filter, $top, $skip, $orderby, $select, $expand.","version":"1.0.0","params":{"subdomain":{"type":"string","required":false,"visibility":"user-only","description":"SAP BTP subaccount subdomain (technical name of your subaccount, not the S/4HANA host)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"BTP region (e.g. eu10, us10)"},"clientId":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client ID from the S/4HANA Communication Arrangement"},"clientSecret":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client secret from the S/4HANA Communication Arrangement"},"deploymentType":{"type":"string","required":false,"visibility":"user-only","description":"Deployment type: cloud_public (default), cloud_private, or on_premise"},"authType":{"type":"string","required":false,"visibility":"user-only","description":"Authentication type: oauth_client_credentials (default) or basic"},"baseUrl":{"type":"string","required":false,"visibility":"user-only","description":"Base URL of the S/4HANA host (Cloud Private / On-Premise)"},"tokenUrl":{"type":"string","required":false,"visibility":"user-only","description":"OAuth token URL (Cloud Private / On-Premise + OAuth)"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username for HTTP Basic auth"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password for HTTP Basic auth"},"filter":{"type":"string","required":false,"visibility":"user-or-llm","description":"OData $filter expression (e.g., \\"ProductType eq \'FERT\'\\")"},"top":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum results to return ($top)"},"skip":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to skip ($skip)"},"orderBy":{"type":"string","required":false,"visibility":"user-or-llm","description":"OData $orderby expression"},"select":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated fields to return ($select)"},"expand":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated navigation properties to expand ($expand)"}}},"sap_s4hana_list_purchase_orders":{"id":"sap_s4hana_list_purchase_orders","name":"SAP 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on_premise"},"authType":{"type":"string","required":false,"visibility":"user-only","description":"Authentication type: oauth_client_credentials (default) or basic"},"baseUrl":{"type":"string","required":false,"visibility":"user-only","description":"Base URL of the S/4HANA host (Cloud Private / On-Premise)"},"tokenUrl":{"type":"string","required":false,"visibility":"user-only","description":"OAuth token URL (Cloud Private / On-Premise + OAuth)"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username for HTTP Basic auth"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password for HTTP Basic auth"},"filter":{"type":"string","required":false,"visibility":"user-or-llm","description":"OData $filter expression (e.g., \\"CompanyCode eq \'1010\'\\")"},"top":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum results to return ($top)"},"skip":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to skip ($skip)"},"orderBy":{"type":"string","required":false,"visibility":"user-or-llm","description":"OData $orderby expression"},"select":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated fields to return ($select)"},"expand":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated navigation properties to expand (e.g., \\"to_PurchaseOrderItem\\")"}}},"sap_s4hana_list_purchase_requisitions":{"id":"sap_s4hana_list_purchase_requisitions","name":"SAP S/4HANA List Purchase Requisitions","description":"List purchase requisitions from SAP S/4HANA Cloud (API_PURCHASEREQ_PROCESS_SRV, A_PurchaseRequisitionHeader) with optional OData $filter, $top, $skip, $orderby, $select, $expand. Note: API_PURCHASEREQ_PROCESS_SRV is deprecated since S/4HANA Cloud Public Edition 2402; the successor is API_PURCHASEREQUISITION_2 (OData v4). This tool still works against tenants where the legacy service is enabled.","version":"1.0.0","params":{"subdomain":{"type":"string","required":false,"visibility":"user-only","description":"SAP BTP subaccount subdomain (technical name of your subaccount, not the S/4HANA host)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"BTP region (e.g. eu10, us10)"},"clientId":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client ID from the S/4HANA Communication Arrangement"},"clientSecret":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client secret from the S/4HANA Communication Arrangement"},"deploymentType":{"type":"string","required":false,"visibility":"user-only","description":"Deployment type: cloud_public (default), cloud_private, or on_premise"},"authType":{"type":"string","required":false,"visibility":"user-only","description":"Authentication type: oauth_client_credentials (default) or 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($skip)"},"orderBy":{"type":"string","required":false,"visibility":"user-or-llm","description":"OData $orderby expression"},"select":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated fields to return ($select)"},"expand":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated navigation properties to expand (e.g., \\"to_PurchaseReqnItem\\")"}}},"sap_s4hana_list_sales_orders":{"id":"sap_s4hana_list_sales_orders","name":"SAP S/4HANA List Sales Orders","description":"List sales orders from SAP S/4HANA Cloud (API_SALES_ORDER_SRV, A_SalesOrder) with optional OData $filter, $top, $skip, $orderby, $select, $expand.","version":"1.0.0","params":{"subdomain":{"type":"string","required":false,"visibility":"user-only","description":"SAP BTP subaccount subdomain (technical name of your subaccount, not the S/4HANA host)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"BTP region (e.g. 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OAuth)"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username for HTTP Basic auth"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password for HTTP Basic auth"},"filter":{"type":"string","required":false,"visibility":"user-or-llm","description":"OData $filter expression (e.g., \\"SalesOrganization eq \'1010\'\\")"},"top":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum results to return ($top)"},"skip":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to skip ($skip)"},"orderBy":{"type":"string","required":false,"visibility":"user-or-llm","description":"OData $orderby expression"},"select":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated fields to return ($select)"},"expand":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated navigation properties to expand (e.g., \\"to_Item,to_Partner\\")"}}},"sap_s4hana_list_supplier_invoices":{"id":"sap_s4hana_list_supplier_invoices","name":"SAP S/4HANA List Supplier Invoices","description":"List supplier invoices from SAP S/4HANA Cloud (API_SUPPLIERINVOICE_PROCESS_SRV, A_SupplierInvoice) with optional OData $filter, $top, $skip, $orderby, $select, $expand.","version":"1.0.0","params":{"subdomain":{"type":"string","required":false,"visibility":"user-only","description":"SAP BTP subaccount subdomain (technical name of your subaccount, not the S/4HANA host)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"BTP region (e.g. eu10, us10)"},"clientId":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client ID from the S/4HANA Communication Arrangement"},"clientSecret":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client secret from the S/4HANA Communication Arrangement"},"deploymentType":{"type":"string","required":false,"visibility":"user-only","description":"Deployment type: cloud_public (default), cloud_private, or on_premise"},"authType":{"type":"string","required":false,"visibility":"user-only","description":"Authentication type: oauth_client_credentials (default) or basic"},"baseUrl":{"type":"string","required":false,"visibility":"user-only","description":"Base URL of the S/4HANA host (Cloud Private / On-Premise)"},"tokenUrl":{"type":"string","required":false,"visibility":"user-only","description":"OAuth token URL (Cloud Private / On-Premise + OAuth)"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username for HTTP Basic auth"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password for HTTP Basic auth"},"filter":{"type":"string","required":false,"visibility":"user-or-llm","description":"OData $filter expression (e.g., \\"InvoicingParty eq \'17300001\'\\")"},"top":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum results to return ($top)"},"skip":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to skip ($skip)"},"orderBy":{"type":"string","required":false,"visibility":"user-or-llm","description":"OData $orderby expression"},"select":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated fields to return ($select)"},"expand":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated navigation properties to expand ($expand)"}}},"sap_s4hana_list_suppliers":{"id":"sap_s4hana_list_suppliers","name":"SAP S/4HANA List Suppliers","description":"List suppliers from SAP S/4HANA Cloud (API_BUSINESS_PARTNER, A_Supplier) with optional OData $filter, $top, $skip, $orderby, $select, $expand.","version":"1.0.0","params":{"subdomain":{"type":"string","required":false,"visibility":"user-only","description":"SAP BTP subaccount subdomain (technical name of your subaccount, not the S/4HANA host)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"BTP region (e.g. eu10, us10)"},"clientId":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client ID from the S/4HANA Communication Arrangement"},"clientSecret":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client secret from the S/4HANA Communication Arrangement"},"deploymentType":{"type":"string","required":false,"visibility":"user-only","description":"Deployment type: cloud_public (default), cloud_private, or on_premise"},"authType":{"type":"string","required":false,"visibility":"user-only","description":"Authentication type: oauth_client_credentials (default) or basic"},"baseUrl":{"type":"string","required":false,"visibility":"user-only","description":"Base URL of the S/4HANA host (Cloud Private / On-Premise)"},"tokenUrl":{"type":"string","required":false,"visibility":"user-only","description":"OAuth token URL (Cloud Private / On-Premise + OAuth)"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username for HTTP Basic auth"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password for HTTP Basic auth"},"filter":{"type":"string","required":false,"visibility":"user-or-llm","description":"OData $filter expression (e.g., \\"SupplierAccountGroup eq \'BP02\'\\")"},"top":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum results to return ($top)"},"skip":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to skip ($skip)"},"orderBy":{"type":"string","required":false,"visibility":"user-or-llm","description":"OData $orderby expression"},"select":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated fields to return ($select)"},"expand":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated navigation properties to expand (e.g., \\"to_SupplierCompany,to_SupplierPurchasingOrg\\")"}}},"sap_s4hana_odata_query":{"id":"sap_s4hana_odata_query","name":"SAP S/4HANA OData Query","description":"Make an arbitrary OData v2 call against any SAP S/4HANA Cloud whitelisted Communication Scenario. Use when no dedicated tool exists for the entity. The proxy handles auth, CSRF, and OData unwrapping. For write operations (POST/PUT/PATCH/MERGE/DELETE), pass an If-Match ETag obtained from a prior GET to avoid lost updates; misuse will mutate production data.","version":"1.0.0","params":{"subdomain":{"type":"string","required":false,"visibility":"user-only","description":"SAP BTP subaccount subdomain (technical name of your subaccount, not the S/4HANA host)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"BTP region (e.g. eu10, us10)"},"clientId":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client ID from the S/4HANA Communication Arrangement"},"clientSecret":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client secret from the S/4HANA Communication Arrangement"},"deploymentType":{"type":"string","required":false,"visibility":"user-only","description":"Deployment type: cloud_public (default), cloud_private, or on_premise"},"authType":{"type":"string","required":false,"visibility":"user-only","description":"Authentication type: oauth_client_credentials (default) or basic"},"baseUrl":{"type":"string","required":false,"visibility":"user-only","description":"Base URL of the S/4HANA host (Cloud Private / On-Premise)"},"tokenUrl":{"type":"string","required":false,"visibility":"user-only","description":"OAuth token URL (Cloud Private / On-Premise + OAuth)"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username for HTTP Basic auth"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password for HTTP Basic auth"},"service":{"type":"string","required":true,"visibility":"user-or-llm","description":"OData service name (e.g., \\"API_BUSINESS_PARTNER\\", \\"API_SALES_ORDER_SRV\\")"},"path":{"type":"string","required":true,"visibility":"user-or-llm","description":"Path inside the service (e.g., \\"/A_BusinessPartner\\" or \\"/A_BusinessPartner(\'1000123\')\\")"},"method":{"type":"string","required":false,"visibility":"user-or-llm","description":"HTTP method: GET (default), POST, PATCH, PUT, DELETE, MERGE"},"query":{"type":"json","required":false,"visibility":"user-or-llm","description":"OData query parameters as JSON object or query string (e.g., {\\"$filter\\":\\"BusinessPartnerCategory eq \'1\'\\",\\"$top\\":10}). $format=json is added automatically when omitted."},"body":{"type":"json","required":false,"visibility":"user-or-llm","description":"JSON request body for write operations"},"ifMatch":{"type":"string","required":false,"visibility":"user-or-llm","description":"ETag value for the If-Match header (required by SAP for PATCH/PUT/DELETE on existing entities)"}}},"sap_s4hana_update_business_partner":{"id":"sap_s4hana_update_business_partner","name":"SAP S/4HANA Update Business Partner","description":"Update fields on an A_BusinessPartner entity in SAP S/4HANA Cloud (API_BUSINESS_PARTNER). Uses HTTP MERGE (OData v2 partial update) — only the fields you provide are written; existing values are preserved. If-Match defaults to a wildcard (unconditional) — for safe concurrent updates pass the ETag from a prior GET to avoid lost updates. Deep updates on nested associations (e.g. to_BusinessPartnerAddress) are not supported by SAP (KBA 2833338) — use the dedicated child endpoints.","version":"1.0.0","params":{"subdomain":{"type":"string","required":false,"visibility":"user-only","description":"SAP BTP subaccount subdomain (technical name of your subaccount, not the S/4HANA host)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"BTP region (e.g. eu10, us10)"},"clientId":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client ID from the S/4HANA Communication Arrangement"},"clientSecret":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client secret from the S/4HANA Communication Arrangement"},"deploymentType":{"type":"string","required":false,"visibility":"user-only","description":"Deployment type: cloud_public (default), cloud_private, or on_premise"},"authType":{"type":"string","required":false,"visibility":"user-only","description":"Authentication type: oauth_client_credentials (default) or basic"},"baseUrl":{"type":"string","required":false,"visibility":"user-only","description":"Base URL of the S/4HANA host (Cloud Private / On-Premise)"},"tokenUrl":{"type":"string","required":false,"visibility":"user-only","description":"OAuth token URL (Cloud Private / On-Premise + OAuth)"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username for HTTP Basic auth"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password for HTTP Basic auth"},"businessPartner":{"type":"string","required":true,"visibility":"user-or-llm","description":"BusinessPartner key to update (string, up to 10 characters)"},"body":{"type":"json","required":true,"visibility":"user-or-llm","description":"JSON object with A_BusinessPartner fields to update (e.g., {\\"FirstName\\":\\"Jane\\",\\"SearchTerm1\\":\\"VIP\\"})"},"ifMatch":{"type":"string","required":false,"visibility":"user-or-llm","description":"If-Match ETag for optimistic concurrency. Defaults to \\"*\\" (unconditional)."}}},"sap_s4hana_update_customer":{"id":"sap_s4hana_update_customer","name":"SAP S/4HANA Update Customer","description":"Update fields on an A_Customer entity in SAP S/4HANA Cloud (API_BUSINESS_PARTNER). Uses HTTP MERGE (OData v2 partial update) — only the fields you provide are written; existing values are preserved. A_Customer is limited to modifiable fields such as OrderIsBlockedForCustomer, DeliveryIsBlocked, BillingIsBlockedForCustomer (Edm.String reason codes like \\"01\\"), PostingIsBlocked, and DeletionIndicator (Edm.Boolean). If-Match defaults to a wildcard - for safe concurrent updates pass the ETag from a prior GET to avoid lost updates.","version":"1.0.0","params":{"subdomain":{"type":"string","required":false,"visibility":"user-only","description":"SAP BTP subaccount subdomain (technical name of your subaccount, not the S/4HANA host)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"BTP region (e.g. eu10, us10)"},"clientId":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client ID from the S/4HANA Communication Arrangement"},"clientSecret":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client secret from the S/4HANA Communication Arrangement"},"deploymentType":{"type":"string","required":false,"visibility":"user-only","description":"Deployment type: cloud_public (default), cloud_private, or on_premise"},"authType":{"type":"string","required":false,"visibility":"user-only","description":"Authentication type: oauth_client_credentials (default) or basic"},"baseUrl":{"type":"string","required":false,"visibility":"user-only","description":"Base URL of the S/4HANA host (Cloud Private / On-Premise)"},"tokenUrl":{"type":"string","required":false,"visibility":"user-only","description":"OAuth token URL (Cloud Private / On-Premise + OAuth)"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username for HTTP Basic auth"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password for HTTP Basic auth"},"customer":{"type":"string","required":true,"visibility":"user-or-llm","description":"Customer key to update (string, up to 10 characters)"},"body":{"type":"json","required":true,"visibility":"user-or-llm","description":"JSON object with A_Customer fields to update (e.g., {\\"OrderIsBlockedForCustomer\\":\\"01\\",\\"DeletionIndicator\\":false}). Block-reason fields are Edm.String codes, not booleans."},"ifMatch":{"type":"string","required":false,"visibility":"user-or-llm","description":"If-Match ETag for optimistic concurrency. Defaults to \\"*\\" (unconditional)."}}},"sap_s4hana_update_product":{"id":"sap_s4hana_update_product","name":"SAP S/4HANA Update Product","description":"Update fields on an A_Product entity in SAP S/4HANA Cloud (API_PRODUCT_SRV). Uses HTTP MERGE (OData v2 partial update) — only the fields you provide are written; existing values are preserved. Flat scalar header fields only — deep/multi-entity updates across navigation properties are not supported by API_PRODUCT_SRV MERGE/PUT (see SAP KBA 2833338); update child entities (plant, valuation, sales data, etc.) via their own endpoints. If-Match defaults to a wildcard (unconditional) — for safe concurrent updates pass the ETag from a prior GET.","version":"1.0.0","params":{"subdomain":{"type":"string","required":false,"visibility":"user-only","description":"SAP BTP subaccount subdomain (technical name of your subaccount, not the S/4HANA host)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"BTP region (e.g. eu10, us10)"},"clientId":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client ID from the S/4HANA Communication Arrangement"},"clientSecret":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client secret from the S/4HANA Communication Arrangement"},"deploymentType":{"type":"string","required":false,"visibility":"user-only","description":"Deployment type: cloud_public (default), cloud_private, or on_premise"},"authType":{"type":"string","required":false,"visibility":"user-only","description":"Authentication type: oauth_client_credentials (default) or basic"},"baseUrl":{"type":"string","required":false,"visibility":"user-only","description":"Base URL of the S/4HANA host (Cloud Private / On-Premise)"},"tokenUrl":{"type":"string","required":false,"visibility":"user-only","description":"OAuth token URL (Cloud Private / On-Premise + OAuth)"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username for HTTP Basic auth"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password for HTTP Basic auth"},"product":{"type":"string","required":true,"visibility":"user-or-llm","description":"Product key to update (string, up to 40 characters)"},"body":{"type":"json","required":true,"visibility":"user-or-llm","description":"JSON object with A_Product fields to update (e.g., {\\"ProductGroup\\":\\"L001\\",\\"IsMarkedForDeletion\\":false})"},"ifMatch":{"type":"string","required":false,"visibility":"user-or-llm","description":"If-Match ETag for optimistic concurrency. Defaults to \\"*\\" (unconditional)."}}},"sap_s4hana_update_purchase_order":{"id":"sap_s4hana_update_purchase_order","name":"SAP S/4HANA Update Purchase Order","description":"Update fields on an A_PurchaseOrder header in SAP S/4HANA Cloud (API_PURCHASEORDER_PROCESS_SRV). Uses HTTP MERGE (OData v2 partial update) — only the fields you provide are written; existing values are preserved. Header-only — line-item changes are not supported via deep update on the header (SAP KBA 2833338); use the A_PurchaseOrderItem entity directly to modify items. If-Match defaults to a wildcard - for safe concurrent updates pass the ETag from a prior GET to avoid lost updates.","version":"1.0.0","params":{"subdomain":{"type":"string","required":false,"visibility":"user-only","description":"SAP BTP subaccount subdomain (technical name of your subaccount, not the S/4HANA host)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"BTP region (e.g. eu10, us10)"},"clientId":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client ID from the S/4HANA Communication Arrangement"},"clientSecret":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client secret from the S/4HANA Communication Arrangement"},"deploymentType":{"type":"string","required":false,"visibility":"user-only","description":"Deployment type: cloud_public (default), cloud_private, or on_premise"},"authType":{"type":"string","required":false,"visibility":"user-only","description":"Authentication type: oauth_client_credentials (default) or basic"},"baseUrl":{"type":"string","required":false,"visibility":"user-only","description":"Base URL of the S/4HANA host (Cloud Private / On-Premise)"},"tokenUrl":{"type":"string","required":false,"visibility":"user-only","description":"OAuth token URL (Cloud Private / On-Premise + OAuth)"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username for HTTP Basic auth"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password for HTTP Basic auth"},"purchaseOrder":{"type":"string","required":true,"visibility":"user-or-llm","description":"PurchaseOrder key to update (string, up to 10 characters)"},"body":{"type":"json","required":true,"visibility":"user-or-llm","description":"JSON object with A_PurchaseOrder fields to update (e.g., {\\"PurchasingGroup\\":\\"002\\",\\"PurchaseOrderDate\\":\\"/Date(1735689600000)/\\"})"},"ifMatch":{"type":"string","required":false,"visibility":"user-or-llm","description":"If-Match ETag for optimistic concurrency. Defaults to \\"*\\" (unconditional)."}}},"sap_s4hana_update_purchase_requisition":{"id":"sap_s4hana_update_purchase_requisition","name":"SAP S/4HANA Update Purchase Requisition","description":"Update fields on an A_PurchaseRequisitionHeader entity in SAP S/4HANA Cloud (API_PURCHASEREQ_PROCESS_SRV; deprecated since S/4HANA 2402, successor is API_PURCHASEREQUISITION_2 OData v4). Uses HTTP MERGE (OData v2 partial update) — only the fields you provide are written; existing values are preserved. Header-only — deep updates across navigations are not supported (SAP KBA 2833338); use the A_PurchaseReqnItem entity directly to modify items. If-Match defaults to a wildcard - for safe concurrent updates pass the ETag from a prior GET to avoid lost updates.","version":"1.0.0","params":{"subdomain":{"type":"string","required":false,"visibility":"user-only","description":"SAP BTP subaccount subdomain (technical name of your subaccount, not the S/4HANA host)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"BTP region (e.g. eu10, us10)"},"clientId":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client ID from the S/4HANA Communication Arrangement"},"clientSecret":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client secret from the S/4HANA Communication Arrangement"},"deploymentType":{"type":"string","required":false,"visibility":"user-only","description":"Deployment type: cloud_public (default), cloud_private, or on_premise"},"authType":{"type":"string","required":false,"visibility":"user-only","description":"Authentication type: oauth_client_credentials (default) or basic"},"baseUrl":{"type":"string","required":false,"visibility":"user-only","description":"Base URL of the S/4HANA host (Cloud Private / On-Premise)"},"tokenUrl":{"type":"string","required":false,"visibility":"user-only","description":"OAuth token URL (Cloud Private / On-Premise + OAuth)"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username for HTTP Basic auth"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password for HTTP Basic auth"},"purchaseRequisition":{"type":"string","required":true,"visibility":"user-or-llm","description":"PurchaseRequisition key to update (string, up to 10 characters)"},"body":{"type":"json","required":true,"visibility":"user-or-llm","description":"JSON object with A_PurchaseRequisitionHeader fields to update (e.g., {\\"PurchaseRequisitionType\\":\\"NB\\"})"},"ifMatch":{"type":"string","required":false,"visibility":"user-or-llm","description":"If-Match ETag for optimistic concurrency. Defaults to \\"*\\" (unconditional)."}}},"sap_s4hana_update_sales_order":{"id":"sap_s4hana_update_sales_order","name":"SAP S/4HANA Update Sales Order","description":"Update fields on an A_SalesOrder header in SAP S/4HANA Cloud (API_SALES_ORDER_SRV). Uses HTTP MERGE (OData v2 partial update) — only the fields you provide are written; existing values are preserved. Header-only — deep updates to to_Item / to_Partner / to_PricingElement navigations are not supported (see SAP KBA 2833338); use A_SalesOrderItem operations for line-level changes. If-Match defaults to a wildcard (unconditional) — for safe concurrent updates pass the ETag from a prior GET to avoid lost updates.","version":"1.0.0","params":{"subdomain":{"type":"string","required":false,"visibility":"user-only","description":"SAP BTP subaccount subdomain (technical name of your subaccount, not the S/4HANA host)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"BTP region (e.g. eu10, us10)"},"clientId":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client ID from the S/4HANA Communication Arrangement"},"clientSecret":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client secret from the S/4HANA Communication Arrangement"},"deploymentType":{"type":"string","required":false,"visibility":"user-only","description":"Deployment type: cloud_public (default), cloud_private, or on_premise"},"authType":{"type":"string","required":false,"visibility":"user-only","description":"Authentication type: oauth_client_credentials (default) or basic"},"baseUrl":{"type":"string","required":false,"visibility":"user-only","description":"Base URL of the S/4HANA host (Cloud Private / On-Premise)"},"tokenUrl":{"type":"string","required":false,"visibility":"user-only","description":"OAuth token URL (Cloud Private / On-Premise + OAuth)"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username for HTTP Basic auth"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password for HTTP Basic auth"},"salesOrder":{"type":"string","required":true,"visibility":"user-or-llm","description":"SalesOrder key to update (string, up to 10 characters)"},"body":{"type":"json","required":true,"visibility":"user-or-llm","description":"JSON object with A_SalesOrder fields to update (e.g., {\\"PurchaseOrderByCustomer\\":\\"PO-12345\\",\\"HeaderBillingBlockReason\\":\\"01\\"})"},"ifMatch":{"type":"string","required":false,"visibility":"user-or-llm","description":"If-Match ETag for optimistic concurrency. Defaults to \\"*\\" (unconditional)."}}},"sap_s4hana_update_supplier":{"id":"sap_s4hana_update_supplier","name":"SAP S/4HANA Update Supplier","description":"Update fields on an A_Supplier entity in SAP S/4HANA Cloud (API_BUSINESS_PARTNER). Uses HTTP MERGE (OData v2 partial update) — only the fields you provide are written; existing values are preserved. A_Supplier is limited to modifiable fields such as PostingIsBlocked, PurchasingIsBlocked, PaymentIsBlockedForSupplier, DeletionIndicator, and SupplierAccountGroup; company-code/purchasing-org segments must be updated via the `to_SupplierCompany` / `to_SupplierPurchasingOrg` deep-update endpoints. If-Match defaults to a wildcard - for safe concurrent updates pass the ETag from a prior GET to avoid lost updates.","version":"1.0.0","params":{"subdomain":{"type":"string","required":false,"visibility":"user-only","description":"SAP BTP subaccount subdomain (technical name of your subaccount, not the S/4HANA host)"},"region":{"type":"string","required":false,"visibility":"user-only","description":"BTP region (e.g. eu10, us10)"},"clientId":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client ID from the S/4HANA Communication Arrangement"},"clientSecret":{"type":"string","required":false,"visibility":"user-only","description":"OAuth client secret from the S/4HANA Communication Arrangement"},"deploymentType":{"type":"string","required":false,"visibility":"user-only","description":"Deployment type: cloud_public (default), cloud_private, or on_premise"},"authType":{"type":"string","required":false,"visibility":"user-only","description":"Authentication type: oauth_client_credentials (default) or basic"},"baseUrl":{"type":"string","required":false,"visibility":"user-only","description":"Base URL of the S/4HANA host (Cloud Private / On-Premise)"},"tokenUrl":{"type":"string","required":false,"visibility":"user-only","description":"OAuth token URL (Cloud Private / On-Premise + OAuth)"},"username":{"type":"string","required":false,"visibility":"user-only","description":"Username for HTTP Basic auth"},"password":{"type":"string","required":false,"visibility":"user-only","description":"Password for HTTP Basic auth"},"supplier":{"type":"string","required":true,"visibility":"user-or-llm","description":"Supplier key to update (string, up to 10 characters)"},"body":{"type":"json","required":true,"visibility":"user-or-llm","description":"JSON object with A_Supplier fields to update (e.g., {\\"PaymentIsBlockedForSupplier\\":true,\\"PostingIsBlocked\\":true})"},"ifMatch":{"type":"string","required":false,"visibility":"user-or-llm","description":"If-Match ETag for optimistic concurrency. Defaults to \\"*\\" (unconditional)."}}},"search_tool":{"id":"search_tool","name":"Web Search","description":"Search the web. Returns the most relevant web results, including title, link, snippet, and date for each result.","version":"1.0.0","params":{"query":{"type":"string","required":true,"visibility":"user-or-llm","description":"The search query"}}},"secrets_manager_create_secret":{"id":"secrets_manager_create_secret","name":"Secrets Manager Create Secret","description":"Create a new secret in AWS Secrets Manager","version":"1.0.0","params":{"region":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"accessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"secretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name of the secret to create"},"secretValue":{"type":"string","required":true,"visibility":"user-or-llm","description":"The secret value (plain text or JSON string)"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Description of the secret"}}},"secrets_manager_delete_secret":{"id":"secrets_manager_delete_secret","name":"Secrets Manager Delete Secret","description":"Delete a secret from AWS Secrets Manager","version":"1.0.0","params":{"region":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"accessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"secretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"secretId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The name or ARN of the secret to delete"},"recoveryWindowInDays":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of days before permanent deletion (7-30, default 30)"},"forceDelete":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"If true, immediately delete without recovery window"}}},"secrets_manager_describe_secret":{"id":"secrets_manager_describe_secret","name":"Secrets Manager Describe Secret","description":"Retrieve full metadata for a secret in AWS Secrets Manager, including rotation configuration and replication status, without exposing the secret value","version":"1.0.0","params":{"region":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"accessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"secretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"secretId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The name or ARN of the secret to describe"}}},"secrets_manager_get_secret":{"id":"secrets_manager_get_secret","name":"Secrets Manager Get Secret","description":"Retrieve a secret value from AWS Secrets Manager","version":"1.0.0","params":{"region":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"accessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"secretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"secretId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The name or ARN of the secret to retrieve"},"versionId":{"type":"string","required":false,"visibility":"user-or-llm","description":"The unique identifier of the version to retrieve"},"versionStage":{"type":"string","required":false,"visibility":"user-or-llm","description":"The staging label of the version to retrieve (e.g., AWSCURRENT, AWSPREVIOUS)"}}},"secrets_manager_list_secrets":{"id":"secrets_manager_list_secrets","name":"Secrets Manager List Secrets","description":"List secrets stored in AWS Secrets Manager","version":"1.0.0","params":{"region":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"accessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"secretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"maxResults":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of secrets to return (1-100, default 100)"},"nextToken":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination token from a previous request"}}},"secrets_manager_restore_secret":{"id":"secrets_manager_restore_secret","name":"Secrets Manager Restore Secret","description":"Cancel a scheduled deletion for a secret in AWS Secrets Manager, restoring access to it","version":"1.0.0","params":{"region":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"accessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"secretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"secretId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The name or ARN of the secret to restore"}}},"secrets_manager_rotate_secret":{"id":"secrets_manager_rotate_secret","name":"Secrets Manager Rotate Secret","description":"Start or reconfigure rotation for a secret in AWS Secrets Manager","version":"1.0.0","params":{"region":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"accessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"secretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"secretId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The name or ARN of the secret to rotate"},"clientRequestToken":{"type":"string","required":false,"visibility":"user-or-llm","description":"Idempotency token for the new secret version (32-64 characters)"},"rotationLambdaARN":{"type":"string","required":false,"visibility":"user-or-llm","description":"ARN of the Lambda function that performs rotation (omit for managed rotation)"},"automaticallyAfterDays":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of days between rotations (1-1000). Mutually exclusive with schedule expression"},"duration":{"type":"string","required":false,"visibility":"user-or-llm","description":"Length of the rotation window in hours, e.g. \\"3h\\""},"scheduleExpression":{"type":"string","required":false,"visibility":"user-or-llm","description":"A cron() or rate() expression defining the rotation schedule"},"rotateImmediately":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to rotate immediately (default true) or wait for the next scheduled window"}}},"secrets_manager_tag_resource":{"id":"secrets_manager_tag_resource","name":"Secrets Manager Tag Resource","description":"Attach tags to a secret in AWS Secrets Manager","version":"1.0.0","params":{"region":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"accessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"secretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"secretId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The name or ARN of the secret to tag"},"tags":{"type":"json","required":true,"visibility":"user-or-llm","description":"Tags to attach, as an array of {key, value} pairs (max 50)"}}},"secrets_manager_untag_resource":{"id":"secrets_manager_untag_resource","name":"Secrets Manager Untag Resource","description":"Remove tags from a secret in AWS Secrets Manager","version":"1.0.0","params":{"region":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"accessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"secretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"secretId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The name or ARN of the secret to untag"},"tagKeys":{"type":"json","required":true,"visibility":"user-or-llm","description":"Tag keys to remove, as an array of strings (max 50)"}}},"secrets_manager_update_secret":{"id":"secrets_manager_update_secret","name":"Secrets Manager Update Secret","description":"Update the value of an existing secret in AWS Secrets Manager","version":"1.0.0","params":{"region":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"accessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"secretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"secretId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The name or ARN of the secret to update"},"secretValue":{"type":"string","required":true,"visibility":"user-or-llm","description":"The new secret value (plain text or JSON string)"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Updated description of the secret"}}},"sendblue_evaluate_service":{"id":"sendblue_evaluate_service","name":"Sendblue Evaluate Service","description":"Check whether a phone number can receive iMessage or only SMS.","version":"1.0.0","params":{"apiKeyId":{"type":"string","required":true,"visibility":"user-only","description":"Sendblue API Key ID (sb-api-key-id)"},"apiSecretKey":{"type":"string","required":true,"visibility":"user-only","description":"Sendblue API Secret Key (sb-api-secret-key)"},"number":{"type":"string","required":true,"visibility":"user-or-llm","description":"Phone number to evaluate, in E.164 format (e.g., +19998887777)"}}},"sendblue_get_message":{"id":"sendblue_get_message","name":"Sendblue Get Message","description":"Retrieve a single message and its current status by message handle/ID.","version":"1.0.0","params":{"apiKeyId":{"type":"string","required":true,"visibility":"user-only","description":"Sendblue API Key ID (sb-api-key-id)"},"apiSecretKey":{"type":"string","required":true,"visibility":"user-only","description":"Sendblue API Secret Key (sb-api-secret-key)"},"message_id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The message handle/ID returned when the message was sent."}}},"sendblue_send_group_message":{"id":"sendblue_send_group_message","name":"Sendblue Send Group Message","description":"Send an iMessage or SMS to a group of recipients via Sendblue.","version":"1.0.0","params":{"apiKeyId":{"type":"string","required":true,"visibility":"user-only","description":"Sendblue API Key ID (sb-api-key-id)"},"apiSecretKey":{"type":"string","required":true,"visibility":"user-only","description":"Sendblue API Secret Key (sb-api-secret-key)"},"numbers":{"type":"array","required":false,"visibility":"user-or-llm","description":"Recipient phone numbers in E.164 format (e.g., [\\"+19998887777\\", \\"+13334445555\\"]). Optional when sending to an existing group via group_id.","items":{"type":"string","description":"Phone number in E.164 format"}},"from_number":{"type":"string","required":true,"visibility":"user-or-llm","description":"One of your registered Sendblue phone numbers to send from, in E.164 format (e.g., +18887776666)"},"content":{"type":"string","required":false,"visibility":"user-or-llm","description":"Message text content. Either content or media_url must be provided."},"media_url":{"type":"string","required":false,"visibility":"user-or-llm","description":"URL of a media file to send. Either content or media_url must be provided."},"send_style":{"type":"string","required":false,"visibility":"user-or-llm","description":"iMessage expressive style (e.g., celebration, fireworks, lasers, confetti, balloons, invisible, slam)."},"seat_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"Seat (user) the message is attributed to. Accepts the seat UUID or Firebase Auth subject."},"group_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"Unique identifier of an existing group to send to. Omit to start a new group."},"status_callback":{"type":"string","required":false,"visibility":"user-only","description":"Webhook URL that Sendblue will POST message status updates to."}}},"sendblue_send_message":{"id":"sendblue_send_message","name":"Sendblue Send Message","description":"Send an iMessage or SMS to a single recipient via Sendblue.","version":"1.0.0","params":{"apiKeyId":{"type":"string","required":true,"visibility":"user-only","description":"Sendblue API Key ID (sb-api-key-id)"},"apiSecretKey":{"type":"string","required":true,"visibility":"user-only","description":"Sendblue API Secret Key (sb-api-secret-key)"},"number":{"type":"string","required":true,"visibility":"user-or-llm","description":"Recipient phone number in E.164 format (e.g., +19998887777)"},"from_number":{"type":"string","required":true,"visibility":"user-or-llm","description":"One of your registered Sendblue phone numbers to send from, in E.164 format (e.g., +18887776666)"},"content":{"type":"string","required":false,"visibility":"user-or-llm","description":"Message text content. Either content or media_url must be provided."},"media_url":{"type":"string","required":false,"visibility":"user-or-llm","description":"URL of a media file to send. Either content or media_url must be provided."},"send_style":{"type":"string","required":false,"visibility":"user-or-llm","description":"iMessage expressive style (e.g., celebration, fireworks, lasers, confetti, balloons, invisible, slam)."},"seat_id":{"type":"string","required":false,"visibility":"user-or-llm","description":"Seat (user) the message is attributed to. Accepts the seat UUID or Firebase Auth subject."},"status_callback":{"type":"string","required":false,"visibility":"user-only","description":"Webhook URL that Sendblue will POST message status updates to."}}},"sendblue_send_typing_indicator":{"id":"sendblue_send_typing_indicator","name":"Sendblue Send Typing Indicator","description":"Display a typing indicator to a recipient (not supported in group chats).","version":"1.0.0","params":{"apiKeyId":{"type":"string","required":true,"visibility":"user-only","description":"Sendblue API Key ID (sb-api-key-id)"},"apiSecretKey":{"type":"string","required":true,"visibility":"user-only","description":"Sendblue API Secret Key (sb-api-secret-key)"},"number":{"type":"string","required":true,"visibility":"user-or-llm","description":"Recipient\'s phone number in E.164 format (e.g., +19998887777)"},"from_number":{"type":"string","required":false,"visibility":"user-or-llm","description":"Your Sendblue line number to send from, in E.164 format."},"state":{"type":"string","required":false,"visibility":"user-or-llm","description":"\\"start\\" (default) shows the indicator; \\"stop\\" ends an active indicator before max_duration_ms expires."},"max_duration_ms":{"type":"number","required":false,"visibility":"user-or-llm","description":"How long (ms) the indicator stays visible before auto-stopping. Defaults to 60000. Must be between 1 and 300000."}}},"sendgrid_add_contact":{"id":"sendgrid_add_contact","name":"SendGrid Add Contact","description":"Add a new contact to SendGrid","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"SendGrid API key"},"email":{"type":"string","required":true,"visibility":"user-or-llm","description":"Contact email address"},"firstName":{"type":"string","required":false,"visibility":"user-or-llm","description":"Contact first name"},"lastName":{"type":"string","required":false,"visibility":"user-or-llm","description":"Contact last name"},"customFields":{"type":"json","required":false,"visibility":"user-or-llm","description":"JSON object of custom field key-value pairs (use field IDs like e1_T, e2_N, e3_D, not field names)"},"listIds":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list IDs to add the contact to"}}},"sendgrid_add_contacts_to_list":{"id":"sendgrid_add_contacts_to_list","name":"SendGrid Add Contacts to List","description":"Add or update contacts and assign them to a list in SendGrid (uses PUT /v3/marketing/contacts)","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"SendGrid API key"},"listId":{"type":"string","required":true,"visibility":"user-or-llm","description":"List ID to add contacts to"},"contacts":{"type":"json","required":true,"visibility":"user-or-llm","description":"JSON array of contact objects. Each contact must have at least: email (or phone_number_id/external_id/anonymous_id). Example: [{\\"email\\": \\"user@example.com\\", \\"first_name\\": \\"John\\"}]"}}},"sendgrid_create_list":{"id":"sendgrid_create_list","name":"SendGrid Create List","description":"Create a new contact list in SendGrid","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"SendGrid API key"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"List name"}}},"sendgrid_create_template":{"id":"sendgrid_create_template","name":"SendGrid Create Template","description":"Create a new email template in SendGrid","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"SendGrid API key"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Template name"},"generation":{"type":"string","required":false,"visibility":"user-or-llm","description":"Template generation type (legacy or dynamic, default: dynamic)"}}},"sendgrid_create_template_version":{"id":"sendgrid_create_template_version","name":"SendGrid Create Template Version","description":"Create a new version of an email template in SendGrid","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"SendGrid API key"},"templateId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Template ID"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Version name"},"subject":{"type":"string","required":true,"visibility":"user-or-llm","description":"Email subject line"},"htmlContent":{"type":"string","required":false,"visibility":"user-or-llm","description":"HTML content of the template"},"plainContent":{"type":"string","required":false,"visibility":"user-or-llm","description":"Plain text content of the template"},"active":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether this version is active (default: true)"}}},"sendgrid_delete_contacts":{"id":"sendgrid_delete_contacts","name":"SendGrid Delete Contacts","description":"Delete one or more contacts from SendGrid","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"SendGrid API key"},"contactIds":{"type":"string","required":true,"visibility":"user-or-llm","description":"Comma-separated contact IDs to delete"}}},"sendgrid_delete_list":{"id":"sendgrid_delete_list","name":"SendGrid Delete List","description":"Delete a contact list from SendGrid","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"SendGrid API key"},"listId":{"type":"string","required":true,"visibility":"user-or-llm","description":"List ID to delete"}}},"sendgrid_delete_template":{"id":"sendgrid_delete_template","name":"SendGrid Delete Template","description":"Delete an email template from SendGrid","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"SendGrid API key"},"templateId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Template ID to delete"}}},"sendgrid_get_contact":{"id":"sendgrid_get_contact","name":"SendGrid Get Contact","description":"Get a specific contact by ID from SendGrid","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"SendGrid API key"},"contactId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Contact ID"}}},"sendgrid_get_list":{"id":"sendgrid_get_list","name":"SendGrid Get List","description":"Get a specific list by ID from SendGrid","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"SendGrid API key"},"listId":{"type":"string","required":true,"visibility":"user-or-llm","description":"List ID"}}},"sendgrid_get_template":{"id":"sendgrid_get_template","name":"SendGrid Get Template","description":"Get a specific template by ID from SendGrid","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"SendGrid API key"},"templateId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Template ID"}}},"sendgrid_list_all_lists":{"id":"sendgrid_list_all_lists","name":"SendGrid List All Lists","description":"Get all contact lists from SendGrid","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"SendGrid API key"},"pageSize":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of lists to return per page (default: 100, max: 1000)"},"pageToken":{"type":"string","required":false,"visibility":"user-or-llm","description":"Page token from a previous response (nextPageToken) to fetch the next page"}}},"sendgrid_list_templates":{"id":"sendgrid_list_templates","name":"SendGrid List Templates","description":"Get all email templates from SendGrid","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"SendGrid API key"},"generations":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by generation (legacy, dynamic, or both)"},"pageSize":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of templates to return per page (default: 20, max: 200). When paginating with pageToken, pass the same pageSize used on the first request to keep page boundaries consistent."},"pageToken":{"type":"string","required":false,"visibility":"user-or-llm","description":"Page token from a previous response (nextPageToken) to fetch the next page"}}},"sendgrid_remove_contacts_from_list":{"id":"sendgrid_remove_contacts_from_list","name":"SendGrid Remove Contacts from List","description":"Remove contacts from a specific list in SendGrid","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"SendGrid API key"},"listId":{"type":"string","required":true,"visibility":"user-or-llm","description":"List ID"},"contactIds":{"type":"string","required":true,"visibility":"user-or-llm","description":"Comma-separated contact IDs to remove from the list"}}},"sendgrid_search_contacts":{"id":"sendgrid_search_contacts","name":"SendGrid Search Contacts","description":"Search for contacts in SendGrid using a query","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"SendGrid API key"},"query":{"type":"string","required":true,"visibility":"user-or-llm","description":"Search query (e.g., \\"email LIKE \'%example.com%\' AND CONTAINS(list_ids, \'list-id\')\\")"}}},"sendgrid_send_mail":{"id":"sendgrid_send_mail","name":"SendGrid Send Mail","description":"Send an email using SendGrid API","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"SendGrid API key"},"from":{"type":"string","required":true,"visibility":"user-or-llm","description":"Sender email address (must be verified in SendGrid)"},"fromName":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sender name"},"to":{"type":"string","required":true,"visibility":"user-or-llm","description":"Recipient email address"},"toName":{"type":"string","required":false,"visibility":"user-or-llm","description":"Recipient name"},"subject":{"type":"string","required":false,"visibility":"user-or-llm","description":"Email subject (required unless using a template with pre-defined subject)"},"content":{"type":"string","required":false,"visibility":"user-or-llm","description":"Email body content (required unless using a template with pre-defined content)"},"contentType":{"type":"string","required":false,"visibility":"user-or-llm","description":"Content type (text/plain or text/html)"},"cc":{"type":"string","required":false,"visibility":"user-or-llm","description":"CC email address"},"bcc":{"type":"string","required":false,"visibility":"user-or-llm","description":"BCC email address"},"replyTo":{"type":"string","required":false,"visibility":"user-or-llm","description":"Reply-to email address"},"replyToName":{"type":"string","required":false,"visibility":"user-or-llm","description":"Reply-to name"},"attachments":{"type":"file[]","required":false,"visibility":"user-or-llm","description":"Files to attach to the email (UserFile objects)"},"templateId":{"type":"string","required":false,"visibility":"user-or-llm","description":"SendGrid template ID to use"},"dynamicTemplateData":{"type":"json","required":false,"visibility":"user-or-llm","description":"JSON object of dynamic template data"}}},"sentry_events_get":{"id":"sentry_events_get","name":"Get Event","description":"Retrieve detailed information about a specific Sentry event by its ID. Returns complete event details including stack traces, breadcrumbs, context, and user information.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Sentry API authentication token"},"organizationSlug":{"type":"string","required":true,"visibility":"user-or-llm","description":"The slug of the organization (e.g., \\"my-org\\")"},"projectSlug":{"type":"string","required":true,"visibility":"user-or-llm","description":"The slug of the project (e.g., \\"my-project\\")"},"eventId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The unique ID of the event to retrieve (e.g., \\"abc123def456\\")"}}},"sentry_events_list":{"id":"sentry_events_list","name":"List Events","description":"List events from a Sentry project. Can be filtered by issue ID, query, or time period. Returns event details including context, tags, and user information.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Sentry API authentication token"},"organizationSlug":{"type":"string","required":true,"visibility":"user-or-llm","description":"The slug of the organization (e.g., \\"my-org\\")"},"projectSlug":{"type":"string","required":true,"visibility":"user-or-llm","description":"The slug of the project to list events from (e.g., \\"my-project\\")"},"issueId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter events by a specific issue ID (e.g., \\"12345\\")"},"query":{"type":"string","required":false,"visibility":"user-or-llm","description":"Search query to filter events. Only applied when an Issue ID is provided (the issue events endpoint); the project events endpoint ignores it. Supports Sentry search syntax (e.g., \\"user.email:*@example.com\\")"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor for retrieving next page of results"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of events to return per page (max: 100)"},"statsPeriod":{"type":"string","required":false,"visibility":"user-only","description":"Time period to query (e.g., \\"24h\\", \\"7d\\", \\"14d\\"). Cannot be combined with absolute start/end."}}},"sentry_issues_get":{"id":"sentry_issues_get","name":"Get Issue","description":"Retrieve detailed information about a specific Sentry issue by its ID. Returns complete issue details including metadata, tags, and statistics.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Sentry API authentication token"},"organizationSlug":{"type":"string","required":true,"visibility":"user-or-llm","description":"The slug of the organization (e.g., \\"my-org\\")"},"issueId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The unique ID of the issue to retrieve (e.g., \\"12345\\")"}}},"sentry_issues_list":{"id":"sentry_issues_list","name":"List Issues","description":"List issues from Sentry for a specific organization and optionally a specific project. Returns issue details including status, error counts, and last seen timestamps.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Sentry API authentication token"},"organizationSlug":{"type":"string","required":true,"visibility":"user-or-llm","description":"The slug of the organization (e.g., \\"my-org\\")"},"projectSlug":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter issues by numeric project ID (e.g., \\"4501234\\"). This organization-scoped endpoint requires the numeric project ID, not the project slug."},"query":{"type":"string","required":false,"visibility":"user-or-llm","description":"Search query to filter issues. Supports Sentry search syntax (e.g., \\"is:unresolved\\", \\"level:error\\")"},"statsPeriod":{"type":"string","required":false,"visibility":"user-only","description":"Time window for the per-issue stats series (e.g., \\"24h\\", \\"14d\\"). Note: this controls the stats returned with each issue, not which issues are returned — use the query (e.g., \\"age:-7d\\", \\"lastSeen:-24h\\") to filter results."},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor for retrieving next page of results"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of issues to return per page (max: 100)"},"status":{"type":"string","required":false,"visibility":"user-only","description":"Filter by issue status: unresolved, resolved, or ignored. The legacy \\"ignored\\"/\\"muted\\" values map to Sentry\'s current \\"archived\\" search token."},"sort":{"type":"string","required":false,"visibility":"user-only","description":"Sort order: date, new, trends, freq, or user (default: date)"}}},"sentry_issues_update":{"id":"sentry_issues_update","name":"Update Issue","description":"Update a Sentry issue by changing its status, assignment, bookmark state, or other properties. Returns the updated issue details.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Sentry API authentication token"},"organizationSlug":{"type":"string","required":true,"visibility":"user-or-llm","description":"The slug of the organization (e.g., \\"my-org\\")"},"issueId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The unique ID of the issue to update (e.g., \\"12345\\")"},"status":{"type":"string","required":false,"visibility":"user-or-llm","description":"New status for the issue: resolved, unresolved, ignored, or resolvedInNextRelease"},"assignedTo":{"type":"string","required":false,"visibility":"user-or-llm","description":"Actor to assign the issue to, in the form \\"user:<id>\\" or \\"team:<id>\\" (a bare username or email is also accepted). Use an empty string to unassign."},"isBookmarked":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to bookmark the issue"},"isSubscribed":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to subscribe to issue updates"},"isPublic":{"type":"boolean","required":false,"visibility":"user-only","description":"Whether the issue should be publicly visible"}}},"sentry_projects_create":{"id":"sentry_projects_create","name":"Create Project","description":"Create a new Sentry project in an organization. Requires a team to associate the project with. Returns the created project details.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Sentry API authentication token"},"organizationSlug":{"type":"string","required":true,"visibility":"user-or-llm","description":"The slug of the organization (e.g., \\"my-org\\")"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"The name of the project"},"teamSlug":{"type":"string","required":true,"visibility":"user-or-llm","description":"The slug of the team that will own this project"},"slug":{"type":"string","required":false,"visibility":"user-or-llm","description":"URL-friendly project identifier (auto-generated from name if not provided)"},"platform":{"type":"string","required":false,"visibility":"user-or-llm","description":"Platform/language for the project (e.g., javascript, python, node, react-native). If not specified, defaults to \\"other\\""},"defaultRules":{"type":"boolean","required":false,"visibility":"user-only","description":"Whether to create default alert rules (default: true)"}}},"sentry_projects_get":{"id":"sentry_projects_get","name":"Get Project","description":"Retrieve detailed information about a specific Sentry project by its slug. Returns complete project details including teams, features, and configuration.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Sentry API authentication token"},"organizationSlug":{"type":"string","required":true,"visibility":"user-or-llm","description":"The slug of the organization (e.g., \\"my-org\\")"},"projectSlug":{"type":"string","required":true,"visibility":"user-or-llm","description":"The slug of the project to retrieve (e.g., \\"my-project\\")"}}},"sentry_projects_list":{"id":"sentry_projects_list","name":"List Projects","description":"List all projects in a Sentry organization. Returns project details including name, platform, teams, and configuration.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Sentry API authentication token"},"organizationSlug":{"type":"string","required":true,"visibility":"user-or-llm","description":"The slug of the organization (e.g., \\"my-org\\")"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor for retrieving next page of results"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of projects to return per page (default: 25, max: 100)"}}},"sentry_projects_update":{"id":"sentry_projects_update","name":"Update Project","description":"Update a Sentry project by changing its name, slug, platform, or other settings. Returns the updated project details.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Sentry API authentication token"},"organizationSlug":{"type":"string","required":true,"visibility":"user-or-llm","description":"The slug of the organization (e.g., \\"my-org\\")"},"projectSlug":{"type":"string","required":true,"visibility":"user-or-llm","description":"The slug of the project to update (e.g., \\"my-project\\")"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"New name for the project"},"slug":{"type":"string","required":false,"visibility":"user-or-llm","description":"New URL-friendly project identifier"},"platform":{"type":"string","required":false,"visibility":"user-or-llm","description":"New platform/language for the project (e.g., javascript, python, node)"},"isBookmarked":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to bookmark the project"},"digestsMinDelay":{"type":"number","required":false,"visibility":"user-only","description":"Minimum delay (in seconds) for digest notifications"},"digestsMaxDelay":{"type":"number","required":false,"visibility":"user-only","description":"Maximum delay (in seconds) for digest notifications"}}},"sentry_releases_create":{"id":"sentry_releases_create","name":"Create Release","description":"Create a new release in Sentry. A release is a version of your code deployed to an environment. Can include commit information and associated projects. Returns the created release details.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Sentry API authentication token"},"organizationSlug":{"type":"string","required":true,"visibility":"user-or-llm","description":"The slug of the organization (e.g., \\"my-org\\")"},"version":{"type":"string","required":true,"visibility":"user-or-llm","description":"Version identifier for the release (e.g., \\"2.0.0\\", \\"my-app@1.0.0\\", or a git commit SHA)"},"projects":{"type":"string","required":true,"visibility":"user-or-llm","description":"Comma-separated list of project slugs to associate with this release"},"ref":{"type":"string","required":false,"visibility":"user-or-llm","description":"Git reference (commit SHA, tag, or branch) for this release"},"url":{"type":"string","required":false,"visibility":"user-or-llm","description":"URL pointing to the release (e.g., GitHub release page)"},"dateReleased":{"type":"string","required":false,"visibility":"user-only","description":"ISO 8601 timestamp for when the release was deployed (defaults to current time)"},"commits":{"type":"string","required":false,"visibility":"user-only","description":"JSON array of commit objects with id, repository (optional), and message (optional). Example: [{\\"id\\":\\"abc123\\",\\"message\\":\\"Fix bug\\"}]"}}},"sentry_releases_deploy":{"id":"sentry_releases_deploy","name":"Create Deploy","description":"Create a deploy record for a Sentry release in a specific environment. Deploys track when and where releases are deployed. Returns the created deploy details.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Sentry API authentication token"},"organizationSlug":{"type":"string","required":true,"visibility":"user-or-llm","description":"The slug of the organization (e.g., \\"my-org\\")"},"version":{"type":"string","required":true,"visibility":"user-or-llm","description":"Version identifier of the release being deployed (e.g., \\"1.0.0\\" or \\"abc123\\")"},"environment":{"type":"string","required":true,"visibility":"user-or-llm","description":"Environment name where the release is being deployed (e.g., \\"production\\", \\"staging\\")"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"Optional name for this deploy (e.g., \\"Deploy v2.0 to Production\\")"},"url":{"type":"string","required":false,"visibility":"user-or-llm","description":"URL pointing to the deploy (e.g., CI/CD pipeline URL)"},"dateStarted":{"type":"string","required":false,"visibility":"user-only","description":"ISO 8601 timestamp for when the deploy started (defaults to current time)"},"dateFinished":{"type":"string","required":false,"visibility":"user-only","description":"ISO 8601 timestamp for when the deploy finished"}}},"sentry_releases_list":{"id":"sentry_releases_list","name":"List Releases","description":"List releases for a Sentry organization or project. Returns release details including version, commits, deploy information, and associated projects.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Sentry API authentication token"},"organizationSlug":{"type":"string","required":true,"visibility":"user-or-llm","description":"The slug of the organization (e.g., \\"my-org\\")"},"projectSlug":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter releases by numeric project ID (e.g., \\"4501234\\"). This organization-scoped endpoint requires the numeric project ID, not the project slug."},"query":{"type":"string","required":false,"visibility":"user-or-llm","description":"Search query to filter releases (e.g., \\"1.0\\" to match version patterns)"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor for retrieving next page of results"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of releases to return per page (default: 25, max: 100)"}}},"sentry_teams_list":{"id":"sentry_teams_list","name":"List Teams","description":"List all teams in a Sentry organization. Useful for discovering the team slug required when creating a project. Returns team details including slug, name, member count, and associated projects.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Sentry API authentication token"},"organizationSlug":{"type":"string","required":true,"visibility":"user-or-llm","description":"The slug of the organization (e.g., \\"my-org\\")"},"query":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter teams by name or slug"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor for retrieving next page of results"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of teams to return per page (default: 25, max: 100)"}}},"serper_search":{"id":"serper_search","name":"Web Search","description":"A powerful web search tool that provides access to Google search results through Serper.dev API. Supports different types of searches including regular web search, news, places, images, videos, and shopping. Returns comprehensive results including organic results, knowledge graph, answer box, people also ask, related searches, and top stories.","version":"1.0.0","params":{"query":{"type":"string","required":true,"visibility":"user-or-llm","description":"The search query (e.g., \\"latest AI news\\", \\"best restaurants in NYC\\")"},"num":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results to return (e.g., 10, 20, 50)"},"gl":{"type":"string","required":false,"visibility":"user-or-llm","description":"Country code for search results (e.g., \\"us\\", \\"uk\\", \\"de\\", \\"fr\\")"},"hl":{"type":"string","required":false,"visibility":"user-or-llm","description":"Language code for search results (e.g., \\"en\\", \\"es\\", \\"de\\", \\"fr\\")"},"type":{"type":"string","required":false,"visibility":"user-or-llm","description":"Type of search to perform (e.g., \\"search\\", \\"news\\", \\"images\\", \\"videos\\", \\"places\\", \\"shopping\\")"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Serper API Key"}}},"servicenow_aggregate":{"id":"servicenow_aggregate","name":"Aggregate ServiceNow Records","description":"Compute aggregate statistics (count, sum, average, min, max, group by) over a ServiceNow table","version":"1.0.0","params":{"instanceUrl":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow instance URL (e.g., https://instance.service-now.com)"},"username":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow password"},"tableName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Table name (e.g., incident, change_request, task)"},"query":{"type":"string","required":false,"visibility":"user-or-llm","description":"Encoded query string to filter records before aggregating (e.g., \\"active=true\\")"},"count":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Return the count of matching records"},"groupBy":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated fields to group results by (e.g., category,priority)"},"avgFields":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated numeric fields to average (e.g., reassignment_count)"},"sumFields":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated numeric fields to sum"},"minFields":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated fields to compute the minimum of"},"maxFields":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated fields to compute the maximum of"},"having":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter on aggregate results (e.g., \\"count>5\\")"},"displayValue":{"type":"string","required":false,"visibility":"user-or-llm","description":"Return display values for grouped reference fields: \\"true\\", \\"false\\", or \\"all\\""}}},"servicenow_create_record":{"id":"servicenow_create_record","name":"Create ServiceNow Record","description":"Create a new record in a ServiceNow table","version":"1.0.0","params":{"instanceUrl":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow instance URL (e.g., https://instance.service-now.com)"},"username":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow password"},"tableName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Table name (e.g., incident, task, sys_user)"},"fields":{"type":"json","required":true,"visibility":"user-or-llm","description":"Fields to set on the record as JSON object (e.g., {\\"short_description\\": \\"Issue title\\", \\"priority\\": \\"1\\"})"}}},"servicenow_delete_record":{"id":"servicenow_delete_record","name":"Delete ServiceNow Record","description":"Delete a record from a ServiceNow table","version":"1.0.0","params":{"instanceUrl":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow instance URL (e.g., https://instance.service-now.com)"},"username":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow password"},"tableName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Table name (e.g., incident, task, sys_user, change_request)"},"sysId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Record sys_id to delete (e.g., 6816f79cc0a8016401c5a33be04be441)"}}},"servicenow_download_attachment":{"id":"servicenow_download_attachment","name":"Download ServiceNow Attachment","description":"Download an attachment file from ServiceNow by its sys_id","version":"1.0.0","params":{"instanceUrl":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow instance URL (e.g., https://instance.service-now.com)"},"username":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow password"},"attachmentSysId":{"type":"string","required":true,"visibility":"user-or-llm","description":"sys_id of the attachment to download (from List Attachments)"}}},"servicenow_list_attachments":{"id":"servicenow_list_attachments","name":"List ServiceNow Attachments","description":"List the attachments on a ServiceNow record","version":"1.0.0","params":{"instanceUrl":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow instance URL (e.g., https://instance.service-now.com)"},"username":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow password"},"tableName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Table that owns the record (e.g., incident, change_request)"},"recordSysId":{"type":"string","required":true,"visibility":"user-or-llm","description":"sys_id of the record whose attachments should be listed"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of attachments to return"}}},"servicenow_read_record":{"id":"servicenow_read_record","name":"Read ServiceNow Records","description":"Read records from a ServiceNow table","version":"1.0.0","params":{"instanceUrl":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow instance URL (e.g., https://instance.service-now.com)"},"username":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow password"},"tableName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Table name (e.g., incident, task, sys_user, change_request)"},"sysId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Specific record sys_id (e.g., 6816f79cc0a8016401c5a33be04be441)"},"number":{"type":"string","required":false,"visibility":"user-or-llm","description":"Record number (e.g., INC0010001)"},"query":{"type":"string","required":false,"visibility":"user-or-llm","description":"Encoded query string (e.g., \\"active=true^priority=1\\")"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of records to return (e.g., 10, 50, 100)"},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of records to skip for pagination (e.g., 0, 10, 20)"},"fields":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of fields to return (e.g., sys_id,number,short_description,state)"},"displayValue":{"type":"string","required":false,"visibility":"user-or-llm","description":"Return display values for reference fields: \\"true\\" (display only), \\"false\\" (sys_id only), or \\"all\\" (both)"}}},"servicenow_update_record":{"id":"servicenow_update_record","name":"Update ServiceNow Record","description":"Update an existing record in a ServiceNow table","version":"1.0.0","params":{"instanceUrl":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow instance URL (e.g., https://instance.service-now.com)"},"username":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow password"},"tableName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Table name (e.g., incident, task, sys_user, change_request)"},"sysId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Record sys_id to update (e.g., 6816f79cc0a8016401c5a33be04be441)"},"fields":{"type":"json","required":true,"visibility":"user-or-llm","description":"Fields to update as JSON object (e.g., {\\"state\\": \\"2\\", \\"priority\\": \\"1\\"})"}}},"servicenow_upload_attachment":{"id":"servicenow_upload_attachment","name":"Upload ServiceNow Attachment","description":"Attach a file to a ServiceNow record","version":"1.0.0","params":{"instanceUrl":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow instance URL (e.g., https://instance.service-now.com)"},"username":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow username"},"password":{"type":"string","required":true,"visibility":"user-only","description":"ServiceNow password"},"tableName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Table that owns the record (e.g., incident, change_request)"},"recordSysId":{"type":"string","required":true,"visibility":"user-or-llm","description":"sys_id of the record to attach the file to"},"fileName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name to give the uploaded file (e.g., logs.txt)"},"file":{"type":"file","required":false,"visibility":"user-only","description":"File to upload (UserFile object)"}}},"ses_create_configuration_set":{"id":"ses_create_configuration_set","name":"SES Create Configuration Set","description":"Create an SES configuration set to control tracking, delivery, reputation, sending, and suppression behavior for emails","version":"1.0.0","params":{"region":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"accessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"secretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"configurationSetName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name of the configuration set (letters, numbers, hyphens, underscores)"},"customRedirectDomain":{"type":"string","required":false,"visibility":"user-or-llm","description":"Custom domain to use for open/click tracking links"},"httpsPolicy":{"type":"string","required":false,"visibility":"user-or-llm","description":"HTTPS policy for tracking links: REQUIRE, REQUIRE_OPEN_ONLY, or OPTIONAL"},"tlsPolicy":{"type":"string","required":false,"visibility":"user-or-llm","description":"Whether delivery requires TLS: REQUIRE or OPTIONAL"},"sendingPoolName":{"type":"string","required":false,"visibility":"user-or-llm","description":"Dedicated IP pool to associate with the configuration set"},"reputationMetricsEnabled":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to collect reputation metrics for emails using this configuration set"},"sendingEnabled":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether sending is enabled for this configuration set"},"suppressedReasons":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated reasons that trigger suppression: BOUNCE, COMPLAINT"},"tags":{"type":"json","required":false,"visibility":"user-or-llm","description":"JSON array of tags to associate with the configuration set: [{\\"key\\":\\"\\",\\"value\\":\\"\\"}]"}}},"ses_create_email_identity":{"id":"ses_create_email_identity","name":"SES Create Email Identity","description":"Start verification of a new SES email address or domain identity","version":"1.0.0","params":{"region":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"accessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"secretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"emailIdentity":{"type":"string","required":true,"visibility":"user-or-llm","description":"The email address or domain to verify"},"dkimSigningAttributes":{"type":"json","required":false,"visibility":"user-or-llm","description":"Bring-your-own-DKIM signing attributes as JSON (domainSigningSelector, domainSigningPrivateKey, nextSigningKeyLength). Domain identities only."},"tags":{"type":"json","required":false,"visibility":"user-or-llm","description":"JSON array of tags to associate with the identity: [{\\"key\\":\\"\\",\\"value\\":\\"\\"}]"},"configurationSetName":{"type":"string","required":false,"visibility":"user-or-llm","description":"Default configuration set to use when sending from this identity"}}},"ses_create_template":{"id":"ses_create_template","name":"SES Create Template","description":"Create a new SES email template for use with templated email sending","version":"1.0.0","params":{"region":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"accessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"secretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"templateName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Unique name for the email template"},"subjectPart":{"type":"string","required":true,"visibility":"user-or-llm","description":"Subject line template (supports {{variable}} substitution)"},"textPart":{"type":"string","required":false,"visibility":"user-or-llm","description":"Plain text version of the template body"},"htmlPart":{"type":"string","required":false,"visibility":"user-or-llm","description":"HTML version of the template body"}}},"ses_delete_email_identity":{"id":"ses_delete_email_identity","name":"SES Delete Email Identity","description":"Delete a verified SES email address or domain identity","version":"1.0.0","params":{"region":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"accessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"secretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"emailIdentity":{"type":"string","required":true,"visibility":"user-or-llm","description":"The email address or domain identity to delete"}}},"ses_delete_suppressed_destination":{"id":"ses_delete_suppressed_destination","name":"SES Delete Suppressed Destination","description":"Remove an email address from the account-level SES suppression list","version":"1.0.0","params":{"region":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"accessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"secretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"emailAddress":{"type":"string","required":true,"visibility":"user-or-llm","description":"The email address to remove from the suppression list"}}},"ses_delete_template":{"id":"ses_delete_template","name":"SES Delete Template","description":"Delete an existing SES email template","version":"1.0.0","params":{"region":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"accessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"secretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"templateName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name of the template to delete"}}},"ses_get_account":{"id":"ses_get_account","name":"SES Get Account","description":"Get SES account sending quota and status information","version":"1.0.0","params":{"region":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"accessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"secretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"}}},"ses_get_email_identity":{"id":"ses_get_email_identity","name":"SES Get Email Identity","description":"Retrieve verification status, DKIM, Mail-From, and policy details for an SES identity","version":"1.0.0","params":{"region":{"type":"string","required":true,"visibility":"user-only","description":"AWS region (e.g., us-east-1)"},"accessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS access key ID"},"secretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS secret access key"},"emailIdentity":{"type":"string","required":true,"visibility":"user-or-llm","description":"The email address or domain identity to look up"}}},"ses_get_suppressed_destination":{"id":"ses_get_suppressed_destination","name":"SES Get Suppressed Destination","description":"Retrieve details for a specific email address on the SES suppression 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Returns user profiles with names and avatars.","version":"1.0.0","params":{"authMethod":{"type":"string","required":false,"visibility":"user-only","description":"Authentication method: oauth or bot_token"},"botToken":{"type":"string","required":false,"visibility":"user-only","description":"Bot token for Custom Bot"},"accessToken":{"type":"string","required":false,"visibility":"hidden","description":"OAuth access token or bot token for Slack API"},"includeDeleted":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Include deactivated/deleted users (default: false)"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of users to return (default: 100, max: 200)"},"cursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor from a previous response.next_cursor"}},"oauth":{"required":true,"provider":"slack"}},"slack_lookup_canvas_sections":{"id":"slack_lookup_canvas_sections","name":"Slack Lookup Canvas Sections","description":"Find Slack canvas section IDs matching criteria for later edits","version":"1.0.0","params":{"authMethod":{"type":"string","required":false,"visibility":"user-only","description":"Authentication method: oauth or bot_token"},"botToken":{"type":"string","required":false,"visibility":"user-only","description":"Bot token for Custom Bot"},"accessToken":{"type":"string","required":false,"visibility":"hidden","description":"OAuth access token or bot token for Slack API"},"canvasId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Canvas ID to search (e.g., F1234ABCD)"},"criteria":{"type":"json","required":true,"visibility":"user-or-llm","description":"Section lookup criteria, such as {\\"section_types\\":[\\"h1\\"],\\"contains_text\\":\\"Roadmap\\"}"}},"oauth":{"required":true,"provider":"slack"}},"slack_message":{"id":"slack_message","name":"Slack Message","description":"Send messages to Slack channels or direct messages. Supports Slack mrkdwn formatting.","version":"1.0.0","params":{"authMethod":{"type":"string","required":false,"visibility":"user-only","description":"Authentication method: oauth or bot_token"},"destinationType":{"type":"string","required":false,"visibility":"user-or-llm","description":"Destination type: channel or dm"},"botToken":{"type":"string","required":false,"visibility":"user-only","description":"Bot token for Custom Bot"},"accessToken":{"type":"string","required":false,"visibility":"hidden","description":"OAuth access token or bot token for Slack API"},"channel":{"type":"string","required":false,"visibility":"user-or-llm","description":"Slack channel ID (e.g., C1234567890)"},"dmUserId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Slack user ID for direct messages (e.g., U1234567890)"},"text":{"type":"string","required":true,"visibility":"user-or-llm","description":"Message text to send (supports Slack mrkdwn formatting)"},"threadTs":{"type":"string","required":false,"visibility":"user-or-llm","description":"Thread timestamp to reply to (creates thread reply)"},"blocks":{"type":"json","required":false,"visibility":"user-or-llm","description":"Block Kit layout blocks as a JSON array. When provided, text becomes the fallback notification text."},"files":{"type":"file[]","required":false,"visibility":"user-only","description":"Files to attach to the message"}},"oauth":{"required":true,"provider":"slack"}},"slack_message_reader":{"id":"slack_message_reader","name":"Slack Message Reader","description":"Read the latest messages from Slack channels. Retrieve conversation history with filtering options.","version":"1.0.0","params":{"authMethod":{"type":"string","required":false,"visibility":"user-only","description":"Authentication method: oauth or bot_token"},"destinationType":{"type":"string","required":false,"visibility":"user-or-llm","description":"Destination type: channel or dm"},"botToken":{"type":"string","required":false,"visibility":"user-only","description":"Bot token for Custom Bot"},"accessToken":{"type":"string","required":false,"visibility":"hidden","description":"OAuth access token or bot token for Slack API"},"channel":{"type":"string","required":false,"visibility":"user-or-llm","description":"Slack channel ID to read messages from (e.g., C1234567890)"},"dmUserId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Slack user ID for DM conversation (e.g., U1234567890)"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of messages to retrieve (default: 10, max: 15)"},"oldest":{"type":"string","required":false,"visibility":"user-or-llm","description":"Start of time range (timestamp)"},"latest":{"type":"string","required":false,"visibility":"user-or-llm","description":"End of time range (timestamp)"}},"oauth":{"required":true,"provider":"slack"}},"slack_open_view":{"id":"slack_open_view","name":"Slack Open View","description":"Open a modal view in Slack using a trigger_id from an interaction payload. Used to display forms, confirmations, and other interactive modals.","version":"1.0.0","params":{"authMethod":{"type":"string","required":false,"visibility":"user-only","description":"Authentication method: oauth or bot_token"},"botToken":{"type":"string","required":false,"visibility":"user-only","description":"Bot token for Custom Bot"},"accessToken":{"type":"string","required":false,"visibility":"hidden","description":"OAuth access token or bot token for Slack API"},"triggerId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Exchange a trigger to post to the user. Obtained from an interaction payload (e.g., slash command, button click)"},"interactivityPointer":{"type":"string","required":false,"visibility":"user-or-llm","description":"Alternative to trigger_id for posting to user"},"view":{"type":"json","required":true,"visibility":"user-or-llm","description":"A view payload object defining the modal. Must include type (\\"modal\\"), title, and blocks array"}},"oauth":{"required":true,"provider":"slack"}},"slack_publish_view":{"id":"slack_publish_view","name":"Slack Publish View","description":"Publish a static view to a user\'s Home tab in Slack. Used to create or update the app\'s Home tab experience.","version":"1.0.0","params":{"authMethod":{"type":"string","required":false,"visibility":"user-only","description":"Authentication method: oauth or bot_token"},"botToken":{"type":"string","required":false,"visibility":"user-only","description":"Bot token for Custom Bot"},"accessToken":{"type":"string","required":false,"visibility":"hidden","description":"OAuth access token or bot token for Slack API"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The user ID to publish the Home tab view to (e.g., U0BPQUNTA)"},"hash":{"type":"string","required":false,"visibility":"user-or-llm","description":"View state hash to protect against race conditions. Obtained from a previous views response"},"view":{"type":"json","required":true,"visibility":"user-or-llm","description":"A view payload object defining the Home tab. Must include type (\\"home\\") and blocks array"}},"oauth":{"required":true,"provider":"slack"}},"slack_push_view":{"id":"slack_push_view","name":"Slack Push View","description":"Push a new view onto an existing modal stack in Slack. Limited to 2 additional views after the initial modal is opened.","version":"1.0.0","params":{"authMethod":{"type":"string","required":false,"visibility":"user-only","description":"Authentication method: oauth or bot_token"},"botToken":{"type":"string","required":false,"visibility":"user-only","description":"Bot token for Custom Bot"},"accessToken":{"type":"string","required":false,"visibility":"hidden","description":"OAuth access token or bot token for Slack API"},"triggerId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Exchange a trigger to post to the user. Obtained from an interaction payload (e.g., button click within an existing modal)"},"interactivityPointer":{"type":"string","required":false,"visibility":"user-or-llm","description":"Alternative to trigger_id for posting to user"},"view":{"type":"json","required":true,"visibility":"user-or-llm","description":"A view payload object defining the modal to push. Must include type (\\"modal\\"), title, and blocks array"}},"oauth":{"required":true,"provider":"slack"}},"slack_remove_reaction":{"id":"slack_remove_reaction","name":"Slack Remove Reaction","description":"Remove an emoji reaction from a Slack message","version":"1.0.0","params":{"authMethod":{"type":"string","required":false,"visibility":"user-only","description":"Authentication method: oauth or bot_token"},"botToken":{"type":"string","required":false,"visibility":"user-only","description":"Bot token for Custom Bot"},"accessToken":{"type":"string","required":false,"visibility":"hidden","description":"OAuth access token or bot token for Slack API"},"channel":{"type":"string","required":true,"visibility":"user-or-llm","description":"Channel ID where the message was posted (e.g., C1234567890)"},"timestamp":{"type":"string","required":true,"visibility":"user-or-llm","description":"Timestamp of the message to remove reaction from (e.g., 1405894322.002768)"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name of the emoji reaction to remove (without colons, e.g., thumbsup, heart, eyes)"}},"oauth":{"required":true,"provider":"slack"}},"slack_rename_conversation":{"id":"slack_rename_conversation","name":"Slack Rename Conversation","description":"Rename an existing Slack channel.","version":"1.0.0","params":{"authMethod":{"type":"string","required":false,"visibility":"user-only","description":"Authentication method: oauth or bot_token"},"botToken":{"type":"string","required":false,"visibility":"user-only","description":"Bot token for Custom Bot"},"accessToken":{"type":"string","required":false,"visibility":"hidden","description":"OAuth access token or bot token for Slack API"},"channel":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the channel to rename (e.g., C1234567890)"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"New channel name (lowercase letters, numbers, hyphens, underscores only; max 80 characters)"}},"oauth":{"required":true,"provider":"slack"}},"slack_schedule_message":{"id":"slack_schedule_message","name":"Slack Schedule Message","description":"Schedule a message to be sent to a Slack channel or DM at a future time.","version":"1.0.0","params":{"authMethod":{"type":"string","required":false,"visibility":"user-only","description":"Authentication method: oauth or bot_token"},"botToken":{"type":"string","required":false,"visibility":"user-only","description":"Bot token for Custom Bot"},"accessToken":{"type":"string","required":false,"visibility":"hidden","description":"OAuth access token or bot token for Slack API"},"channel":{"type":"string","required":true,"visibility":"user-or-llm","description":"Channel, private group, or DM to receive the message (e.g., C1234567890)"},"postAt":{"type":"number","required":true,"visibility":"user-or-llm","description":"Unix timestamp (seconds) representing the future time the message should post"},"text":{"type":"string","required":false,"visibility":"user-or-llm","description":"Message text to send (supports Slack mrkdwn formatting)"},"blocks":{"type":"json","required":false,"visibility":"user-or-llm","description":"Block Kit layout blocks as a JSON array. When provided, text becomes the fallback notification text."},"threadTs":{"type":"string","required":false,"visibility":"user-or-llm","description":"Thread timestamp to reply to (creates a scheduled thread reply)"}},"oauth":{"required":true,"provider":"slack"}},"slack_set_conversation_purpose":{"id":"slack_set_conversation_purpose","name":"Slack Set Conversation Purpose","description":"Set the purpose (description) for a Slack channel (max 250 characters).","version":"1.0.0","params":{"authMethod":{"type":"string","required":false,"visibility":"user-only","description":"Authentication method: oauth or bot_token"},"botToken":{"type":"string","required":false,"visibility":"user-only","description":"Bot token for Custom Bot"},"accessToken":{"type":"string","required":false,"visibility":"hidden","description":"OAuth access token or bot token for Slack API"},"channel":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the channel to update (e.g., C1234567890)"},"purpose":{"type":"string","required":true,"visibility":"user-or-llm","description":"New purpose/description text (max 250 characters)"}},"oauth":{"required":true,"provider":"slack"}},"slack_set_conversation_topic":{"id":"slack_set_conversation_topic","name":"Slack Set Conversation Topic","description":"Set the topic for a Slack channel (max 250 characters).","version":"1.0.0","params":{"authMethod":{"type":"string","required":false,"visibility":"user-only","description":"Authentication method: oauth or bot_token"},"botToken":{"type":"string","required":false,"visibility":"user-only","description":"Bot token for Custom Bot"},"accessToken":{"type":"string","required":false,"visibility":"hidden","description":"OAuth access token or bot token for Slack API"},"channel":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the channel to update (e.g., C1234567890)"},"topic":{"type":"string","required":true,"visibility":"user-or-llm","description":"New topic text (max 250 characters; no formatting or linkification)"}},"oauth":{"required":true,"provider":"slack"}},"slack_set_status":{"id":"slack_set_status","name":"Slack Set Assistant Status","description":"Set or clear the assistant thread status indicator (the loading shimmer) on a Slack AI app thread. Pass an empty status to clear it.","version":"1.0.0","params":{"authMethod":{"type":"string","required":false,"visibility":"user-only","description":"Authentication method: oauth or bot_token"},"botToken":{"type":"string","required":false,"visibility":"user-only","description":"Bot token for Custom Bot"},"accessToken":{"type":"string","required":false,"visibility":"hidden","description":"OAuth access token or bot token for Slack API"},"channel":{"type":"string","required":true,"visibility":"user-or-llm","description":"Channel ID containing the assistant thread (e.g., C1234567890 or D1234567890)"},"threadTs":{"type":"string","required":true,"visibility":"user-or-llm","description":"Thread timestamp (thread_ts) of the assistant thread (e.g., 1405894322.002768)"},"status":{"type":"string","required":false,"visibility":"user-or-llm","description":"Status text to display, e.g. \'Working on it…\'. Omit or pass an empty string to clear the status."},"loadingMessages":{"type":"json","required":false,"visibility":"user-or-llm","description":"Optional list of messages to rotate through as an animated loading indicator (max 10)."}},"oauth":{"required":true,"provider":"slack"}},"slack_set_suggested_prompts":{"id":"slack_set_suggested_prompts","name":"Slack Set Suggested Prompts","description":"Set the clickable suggested prompts shown in a Slack assistant thread (the prompt chips in an AI app).","version":"1.0.0","params":{"authMethod":{"type":"string","required":false,"visibility":"user-only","description":"Authentication method: oauth or bot_token"},"botToken":{"type":"string","required":false,"visibility":"user-only","description":"Bot token for Custom Bot"},"accessToken":{"type":"string","required":false,"visibility":"hidden","description":"OAuth access token or bot token for Slack API"},"channel":{"type":"string","required":true,"visibility":"user-or-llm","description":"Channel ID containing the assistant thread (e.g., C1234567890 or D1234567890)"},"threadTs":{"type":"string","required":true,"visibility":"user-or-llm","description":"Thread timestamp (thread_ts) of the assistant thread (e.g., 1405894322.002768)"},"prompts":{"type":"json","required":true,"visibility":"user-or-llm","description":"Array of prompts, each with a \\"title\\" (shown on the chip) and a \\"message\\" (sent when clicked). Max 4."},"promptsTitle":{"type":"string","required":false,"visibility":"user-or-llm","description":"Optional heading for the prompt list, e.g. \'Suggested Prompts\'"}},"oauth":{"required":true,"provider":"slack"}},"slack_set_title":{"id":"slack_set_title","name":"Slack Set Assistant Title","description":"Set the title of a Slack assistant thread (shown in the AI app thread header).","version":"1.0.0","params":{"authMethod":{"type":"string","required":false,"visibility":"user-only","description":"Authentication method: oauth or bot_token"},"botToken":{"type":"string","required":false,"visibility":"user-only","description":"Bot token for Custom Bot"},"accessToken":{"type":"string","required":false,"visibility":"hidden","description":"OAuth access token or bot token for Slack API"},"channel":{"type":"string","required":true,"visibility":"user-or-llm","description":"Channel ID containing the assistant thread (e.g., C1234567890 or D1234567890)"},"threadTs":{"type":"string","required":true,"visibility":"user-or-llm","description":"Thread timestamp (thread_ts) of the assistant thread (e.g., 1405894322.002768)"},"title":{"type":"string","required":true,"visibility":"user-or-llm","description":"The title to display for the assistant thread"}},"oauth":{"required":true,"provider":"slack"}},"slack_update_message":{"id":"slack_update_message","name":"Slack Update Message","description":"Update a message previously sent by the bot in Slack","version":"1.0.0","params":{"authMethod":{"type":"string","required":false,"visibility":"user-only","description":"Authentication method: oauth or bot_token"},"botToken":{"type":"string","required":false,"visibility":"user-only","description":"Bot token for Custom Bot"},"accessToken":{"type":"string","required":false,"visibility":"hidden","description":"OAuth access token or bot token for Slack API"},"channel":{"type":"string","required":true,"visibility":"user-or-llm","description":"Channel ID where the message was posted (e.g., C1234567890)"},"timestamp":{"type":"string","required":true,"visibility":"user-or-llm","description":"Timestamp of the message to update (e.g., 1405894322.002768)"},"text":{"type":"string","required":true,"visibility":"user-or-llm","description":"New message text (supports Slack mrkdwn formatting)"},"blocks":{"type":"json","required":false,"visibility":"user-or-llm","description":"Block Kit layout blocks as a JSON array. When provided, text becomes the fallback notification text."}},"oauth":{"required":true,"provider":"slack"}},"slack_update_view":{"id":"slack_update_view","name":"Slack Update View","description":"Update an existing modal view in Slack. Identify the view by view_id or external_id, and provide the updated view payload.","version":"1.0.0","params":{"authMethod":{"type":"string","required":false,"visibility":"user-only","description":"Authentication method: oauth or bot_token"},"botToken":{"type":"string","required":false,"visibility":"user-only","description":"Bot token for Custom Bot"},"accessToken":{"type":"string","required":false,"visibility":"hidden","description":"OAuth access token or bot token for Slack API"},"viewId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Unique identifier of the view to update. Either viewId or externalId is required"},"externalId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Developer-set unique identifier of the view to update (max 255 chars). Either viewId or externalId is required"},"hash":{"type":"string","required":false,"visibility":"user-or-llm","description":"View state hash to protect against race conditions. Obtained from a previous views response"},"view":{"type":"json","required":true,"visibility":"user-or-llm","description":"A view payload object defining the updated modal. Must include type (\\"modal\\"), title, and blocks array. Use identical block_id and action_id values to preserve input data"}},"oauth":{"required":true,"provider":"slack"}},"sms_send":{"id":"sms_send","name":"Send SMS","description":"Send an SMS message using the internal SMS service powered by Twilio","version":"1.0.0","params":{"to":{"type":"string","required":true,"visibility":"user-or-llm","description":"Recipient phone number (include country code, e.g., +1234567890)"},"body":{"type":"string","required":true,"visibility":"user-or-llm","description":"SMS message content"}}},"smtp_send_mail":{"id":"smtp_send_mail","name":"SMTP Send Mail","description":"Send emails via SMTP server","version":"1.0.0","params":{"smtpHost":{"type":"string","required":true,"visibility":"user-only","description":"SMTP server hostname (e.g., smtp.gmail.com)"},"smtpPort":{"type":"number","required":true,"visibility":"user-only","description":"SMTP server port (587 for TLS, 465 for SSL)"},"smtpUsername":{"type":"string","required":true,"visibility":"user-only","description":"SMTP authentication username"},"smtpPassword":{"type":"string","required":true,"visibility":"user-only","description":"SMTP authentication password"},"smtpSecure":{"type":"string","required":true,"visibility":"user-only","description":"Security protocol (TLS, SSL, or None)"},"from":{"type":"string","required":true,"visibility":"user-or-llm","description":"Sender email address"},"to":{"type":"string","required":true,"visibility":"user-or-llm","description":"Recipient email address"},"subject":{"type":"string","required":true,"visibility":"user-or-llm","description":"Email subject"},"body":{"type":"string","required":true,"visibility":"user-or-llm","description":"Email body content"},"contentType":{"type":"string","required":false,"visibility":"user-or-llm","description":"Content type (text or html)"},"fromName":{"type":"string","required":false,"visibility":"user-or-llm","description":"Display name for sender"},"cc":{"type":"string","required":false,"visibility":"user-or-llm","description":"CC recipients (comma-separated)"},"bcc":{"type":"string","required":false,"visibility":"user-or-llm","description":"BCC recipients (comma-separated)"},"replyTo":{"type":"string","required":false,"visibility":"user-or-llm","description":"Reply-to email address"},"attachments":{"type":"file[]","required":false,"visibility":"user-only","description":"Files to attach to the email"}}},"sportmonks_core_get_cities":{"id":"sportmonks_core_get_cities","name":"Get Cities","description":"Retrieve all cities from the Sportmonks Core API","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Sportmonks API token"},"include":{"type":"string","required":false,"visibility":"user-or-llm","description":"Semicolon-separated relations to enrich the response (e.g. region)"},"filters":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filters to apply"},"per_page":{"type":"string","required":false,"visibility":"user-or-llm","description":"Number of results per page (max 50, default 25)"},"page":{"type":"string","required":false,"visibility":"user-or-llm","description":"Page number to retrieve"},"order":{"type":"string","required":false,"visibility":"user-or-llm","description":"Order direction (asc or desc)"}}},"sportmonks_core_get_city":{"id":"sportmonks_core_get_city","name":"Get City by ID","description":"Retrieve a single city by its ID from the Sportmonks Core API","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Sportmonks API token"},"cityId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The unique id of the city"},"include":{"type":"string","required":false,"visibility":"user-or-llm","description":"Semicolon-separated relations to enrich the response (e.g. region)"}}},"sportmonks_core_get_continent":{"id":"sportmonks_core_get_continent","name":"Get Continent by ID","description":"Retrieve a single continent by its ID from the Sportmonks Core API","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Sportmonks API token"},"continentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The unique id of the continent"},"include":{"type":"string","required":false,"visibility":"user-or-llm","description":"Semicolon-separated relations to enrich the response (e.g. countries)"}}},"sportmonks_core_get_continents":{"id":"sportmonks_core_get_continents","name":"Get Continents","description":"Retrieve all continents from the Sportmonks Core API","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Sportmonks API token"},"include":{"type":"string","required":false,"visibility":"user-or-llm","description":"Semicolon-separated relations to enrich the response (e.g. countries)"},"per_page":{"type":"string","required":false,"visibility":"user-or-llm","description":"Number of results per page (max 50, default 25)"},"page":{"type":"string","required":false,"visibility":"user-or-llm","description":"Page number to retrieve"},"order":{"type":"string","required":false,"visibility":"user-or-llm","description":"Order direction (asc or desc)"}}},"sportmonks_core_get_countries":{"id":"sportmonks_core_get_countries","name":"Get Countries","description":"Retrieve all countries from the Sportmonks Core API","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Sportmonks API token"},"include":{"type":"string","required":false,"visibility":"user-or-llm","description":"Semicolon-separated relations to enrich the response (e.g. 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Higher values make output more random, lower values more focused and deterministic."},"responseFormat":{"type":"string","required":false,"visibility":"user-or-llm","description":"Output format for the transcription (e.g., \\"json\\", \\"text\\", \\"srt\\", \\"verbose_json\\", \\"vtt\\")"}}},"supabase_count":{"id":"supabase_count","name":"Supabase Count","description":"Count rows in a Supabase table","version":"1.0.0","params":{"projectId":{"type":"string","required":true,"visibility":"user-only","description":"Your Supabase project ID (e.g., jdrkgepadsdopsntdlom)"},"table":{"type":"string","required":true,"visibility":"user-or-llm","description":"The name of the Supabase table to count rows from"},"schema":{"type":"string","required":false,"visibility":"user-or-llm","description":"Database schema to count from (default: public). Use this to access tables in other schemas."},"filter":{"type":"string","required":false,"visibility":"user-or-llm","description":"PostgREST filter (e.g., \\"status=eq.active\\")"},"countType":{"type":"string","required":false,"visibility":"user-or-llm","description":"Count type: exact, planned, or estimated (default: exact)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Your Supabase service role secret key"}}},"supabase_delete":{"id":"supabase_delete","name":"Supabase Delete Row","description":"Delete rows from a Supabase table based on filter criteria","version":"1.0.0","params":{"projectId":{"type":"string","required":true,"visibility":"user-only","description":"Your Supabase project ID (e.g., jdrkgepadsdopsntdlom)"},"table":{"type":"string","required":true,"visibility":"user-or-llm","description":"The name of the Supabase table to delete from"},"schema":{"type":"string","required":false,"visibility":"user-or-llm","description":"Database schema to delete from (default: public). 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Use this to access tables in other schemas."},"select":{"type":"string","required":false,"visibility":"user-or-llm","description":"Columns to return (comma-separated). 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role secret key"}}},"supabase_storage_upload":{"id":"supabase_storage_upload","name":"Supabase Storage Upload","description":"Upload a file to a Supabase storage bucket","version":"1.0.0","params":{"projectId":{"type":"string","required":true,"visibility":"user-only","description":"Your Supabase project ID (e.g., jdrkgepadsdopsntdlom)"},"bucket":{"type":"string","required":true,"visibility":"user-or-llm","description":"The name of the storage bucket"},"fileName":{"type":"string","required":true,"visibility":"user-or-llm","description":"The name of the file (e.g., \\"document.pdf\\", \\"image.jpg\\")"},"path":{"type":"string","required":false,"visibility":"user-or-llm","description":"Optional folder path (e.g., \\"folder/subfolder/\\")"},"fileData":{"type":"json","required":true,"visibility":"user-or-llm","description":"File to upload - UserFile object (basic mode) or string content (advanced mode: base64 or plain text). Supports data URLs."},"contentType":{"type":"string","required":false,"visibility":"user-or-llm","description":"MIME type of the file (e.g., \\"image/jpeg\\", \\"text/plain\\")"},"cacheControl":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cache-Control header value in seconds for the stored object (e.g., \\"3600\\"; default: \\"3600\\")"},"upsert":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"If true, overwrites existing file (default: false)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Your Supabase service role secret key"}}},"supabase_text_search":{"id":"supabase_text_search","name":"Supabase Text Search","description":"Perform full-text search on a Supabase table","version":"1.0.0","params":{"projectId":{"type":"string","required":true,"visibility":"user-only","description":"Your Supabase project ID (e.g., jdrkgepadsdopsntdlom)"},"table":{"type":"string","required":true,"visibility":"user-or-llm","description":"The name of the Supabase table to search"},"schema":{"type":"string","required":false,"visibility":"user-or-llm","description":"Database schema to search in (default: public). Use this to access tables in other schemas."},"column":{"type":"string","required":true,"visibility":"user-or-llm","description":"The column to search in"},"query":{"type":"string","required":true,"visibility":"user-or-llm","description":"The search query"},"searchType":{"type":"string","required":false,"visibility":"user-or-llm","description":"Search type: plain, phrase, or websearch (default: websearch)"},"language":{"type":"string","required":false,"visibility":"user-or-llm","description":"Language for text search configuration (default: english)"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of rows to return"},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of rows to skip (for pagination)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Your Supabase service role secret key"}}},"supabase_update":{"id":"supabase_update","name":"Supabase Update Row","description":"Update rows in a Supabase table based on filter criteria","version":"1.0.0","params":{"projectId":{"type":"string","required":true,"visibility":"user-only","description":"Your Supabase project ID (e.g., jdrkgepadsdopsntdlom)"},"table":{"type":"string","required":true,"visibility":"user-or-llm","description":"The name of the Supabase table to update"},"schema":{"type":"string","required":false,"visibility":"user-or-llm","description":"Database schema to update in (default: public). Use this to access tables in other schemas."},"filter":{"type":"string","required":true,"visibility":"user-or-llm","description":"PostgREST filter to identify rows to update (e.g., \\"id=eq.123\\")"},"data":{"type":"object","required":true,"visibility":"user-or-llm","description":"Data to update in the matching rows"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Your Supabase service role secret key"}}},"supabase_upsert":{"id":"supabase_upsert","name":"Supabase Upsert","description":"Insert or update data in a Supabase table (upsert operation)","version":"1.0.0","params":{"projectId":{"type":"string","required":true,"visibility":"user-only","description":"Your Supabase project ID (e.g., jdrkgepadsdopsntdlom)"},"table":{"type":"string","required":true,"visibility":"user-or-llm","description":"The name of the Supabase table to upsert data into"},"schema":{"type":"string","required":false,"visibility":"user-or-llm","description":"Database schema to upsert into (default: public). Use this to access tables in other schemas."},"data":{"type":"array","required":true,"visibility":"user-or-llm","description":"The data to upsert (insert or update) - array of objects or a single object"},"onConflict":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated column(s) with a unique or primary key constraint to resolve conflicts on (e.g., \\"email\\"). Defaults to the primary key."},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Your Supabase service role secret key"}}},"supabase_vector_search":{"id":"supabase_vector_search","name":"Supabase Vector Search","description":"Perform similarity search using pgvector in a Supabase table","version":"1.0.0","params":{"projectId":{"type":"string","required":true,"visibility":"user-only","description":"Your Supabase project ID (e.g., jdrkgepadsdopsntdlom)"},"functionName":{"type":"string","required":true,"visibility":"user-or-llm","description":"The name of the PostgreSQL function that performs vector search (e.g., match_documents)"},"queryEmbedding":{"type":"array","required":true,"visibility":"user-or-llm","description":"The query vector/embedding to search for similar items"},"matchThreshold":{"type":"number","required":false,"visibility":"user-or-llm","description":"Minimum similarity threshold (0-1), typically 0.7-0.9"},"matchCount":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of results to return (default: 10)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Your Supabase service role secret key"}}},"table_batch_insert_rows":{"id":"table_batch_insert_rows","name":"Batch Insert Rows","description":"Insert multiple rows into a table at once (up to 1000 rows)","version":"1.0.0","params":{"tableId":{"type":"string","required":true,"description":"Table ID","visibility":"user-only"},"rows":{"type":"array","required":true,"description":"Array of row data objects (max 1000 rows)","visibility":"user-or-llm"}}},"table_create":{"id":"table_create","name":"Create Table","description":"Create a new user-defined table with schema","version":"1.0.0","params":{"name":{"type":"string","required":true,"description":"Table name (alphanumeric, underscores, 1-50 chars)","visibility":"user-or-llm"},"description":{"type":"string","required":false,"description":"Optional table description","visibility":"user-or-llm"},"schema":{"type":"object","required":true,"description":"Table schema with column definitions","visibility":"user-or-llm"}}},"table_delete_row":{"id":"table_delete_row","name":"Delete Row","description":"Delete a row from a table","version":"1.0.0","params":{"tableId":{"type":"string","required":true,"description":"Table ID","visibility":"user-only"},"rowId":{"type":"string","required":true,"description":"Row ID to delete","visibility":"user-or-llm"}}},"table_delete_rows_by_filter":{"id":"table_delete_rows_by_filter","name":"Delete Rows by Filter","description":"Delete multiple rows that match filter criteria. Use with caution - supports optional limit for safety.","version":"1.0.0","params":{"tableId":{"type":"string","required":true,"description":"Table ID","visibility":"user-only"},"filter":{"type":"object","required":true,"description":"Filter criteria using operators like $eq, $ne, $gt, $lt, $contains, $ncontains, $startsWith, $endsWith, $in, $nin, $empty, etc.","visibility":"user-or-llm"},"limit":{"type":"number","required":false,"description":"Maximum number of rows to delete (default: no limit, max: 1000)","visibility":"user-or-llm"}}},"table_get_row":{"id":"table_get_row","name":"Get Row","description":"Get a single row by ID","version":"1.0.0","params":{"tableId":{"type":"string","required":true,"description":"Table ID","visibility":"user-only"},"rowId":{"type":"string","required":true,"description":"Row ID to retrieve","visibility":"user-or-llm"}}},"table_get_schema":{"id":"table_get_schema","name":"Get Schema","description":"Get the schema configuration of a table","version":"1.0.0","params":{"tableId":{"type":"string","required":true,"description":"Table ID","visibility":"user-only"}}},"table_insert_row":{"id":"table_insert_row","name":"Insert Row","description":"Insert a new row into a table. IMPORTANT: You must use the \\"data\\" parameter (not \\"values\\", \\"row\\", \\"fields\\", or other variations) to specify the row contents.","version":"1.0.0","params":{"tableId":{"type":"string","required":true,"description":"Table ID","visibility":"user-only"},"data":{"type":"object","required":true,"description":"Row data as JSON object","visibility":"user-or-llm"}}},"table_list":{"id":"table_list","name":"List Tables","description":"List all tables in the workspace","version":"1.0.0","params":{}},"table_query_rows":{"id":"table_query_rows","name":"Query Rows","description":"Query rows from a table with filtering, sorting, and pagination","version":"1.0.0","params":{"tableId":{"type":"string","required":true,"description":"Table ID","visibility":"user-only"},"filter":{"type":"object","required":false,"description":"Filter conditions (MongoDB-style operators: $eq, $ne, $gt, $gte, $lt, $lte, $in, $nin, $contains, $ncontains, $startsWith, $endsWith, $empty)","visibility":"user-or-llm"},"sort":{"type":"object","required":false,"description":"Sort order as {field: \\"asc\\"|\\"desc\\"}","visibility":"user-or-llm"},"limit":{"type":"number","required":false,"description":"Maximum rows to return (default: 100, max: 1000)","visibility":"user-or-llm"},"offset":{"type":"number","required":false,"description":"Number of rows to skip (default: 0)","visibility":"user-or-llm"}}},"table_query_rows_v2":{"id":"table_query_rows_v2","name":"Query Rows","description":"Query rows with a typed predicate filter and cursor pagination. Filter is a predicate tree: `{\\"all\\":[{\\"field\\":\\"wins\\",\\"op\\":\\"gte\\",\\"value\\":10},{\\"field\\":\\"status\\",\\"op\\":\\"in\\",\\"value\\":[\\"active\\",\\"pending\\"]}]}` (`all` = AND, `any` = OR; groups nest). Operators: eq, ne, gt, gte, lt, lte, in, nin, like, ilike, nlike, nilike, contains, startsWith, endsWith, isNull, isNotNull, isEmpty, isNotEmpty. Order is a sort spec, e.g. `[{\\"field\\":\\"wins\\",\\"direction\\":\\"desc\\"}]`. Omit limit to return the entire result — the query fails if it exceeds the 5MB budget (narrow with a filter or set a limit). With a limit, a page can end early at the byte budget: a non-null nextCursor means more rows exist — pass it back as cursor to continue; never infer completion from page size.","version":"1.0.0","params":{"tableId":{"type":"string","required":true,"description":"Table ID","visibility":"user-only"},"filter":{"type":"json","required":false,"description":"Predicate tree, e.g. `{\\"all\\":[{\\"field\\":\\"wins\\",\\"op\\":\\"gte\\",\\"value\\":10}]}`. Omit to match all rows.","visibility":"user-or-llm"},"order":{"type":"json","required":false,"description":"Sort spec, e.g. `[{\\"field\\":\\"wins\\",\\"direction\\":\\"desc\\"}]`.","visibility":"user-or-llm"},"limit":{"type":"number","required":false,"description":"Maximum rows per page. Omit to return the entire matching result — fails if it exceeds the 5MB budget. With a limit, pages may byte-cut early and set nextCursor when more remain.","visibility":"user-or-llm"},"cursor":{"type":"string","required":false,"description":"Opaque pagination cursor returned by a prior query. Omit for the first page.","visibility":"user-or-llm"}}},"table_update_row":{"id":"table_update_row","name":"Update Row","description":"Update an existing row in a table. Supports partial updates - only include the fields you want to change. IMPORTANT: You must use the \\"data\\" parameter (not \\"values\\", \\"row\\", \\"fields\\", or other variations) to specify the fields to update.","version":"1.0.0","params":{"tableId":{"type":"string","required":true,"description":"Table ID","visibility":"user-only"},"rowId":{"type":"string","required":true,"description":"Row ID to update","visibility":"user-or-llm"},"data":{"type":"object","required":true,"description":"Updated row data","visibility":"user-or-llm"}}},"table_update_rows_by_filter":{"id":"table_update_rows_by_filter","name":"Update Rows by Filter","description":"Update multiple rows that match filter criteria. Data is merged with existing row data.","version":"1.0.0","params":{"tableId":{"type":"string","required":true,"description":"Table ID","visibility":"user-only"},"filter":{"type":"object","required":true,"description":"Filter criteria using operators like $eq, $ne, $gt, $lt, $contains, $ncontains, $startsWith, $endsWith, $in, $nin, $empty, etc.","visibility":"user-or-llm"},"data":{"type":"object","required":true,"description":"Fields to update (merged with existing data)","visibility":"user-or-llm"},"limit":{"type":"number","required":false,"description":"Maximum number of rows to update (default: no limit, max: 1000)","visibility":"user-or-llm"}}},"table_upsert_row":{"id":"table_upsert_row","name":"Upsert Row","description":"Insert or update a row based on unique column constraints. If a row with matching unique field exists, update it; otherwise insert a new row. IMPORTANT: You must use the \\"data\\" parameter (not \\"values\\", \\"row\\", \\"fields\\", or other variations) to specify the row contents.","version":"1.0.0","params":{"tableId":{"type":"string","required":true,"description":"Table ID","visibility":"user-only"},"data":{"type":"object","required":true,"description":"Row data to insert or update","visibility":"user-or-llm"},"conflictTarget":{"type":"string","required":false,"description":"Unique column to match on. Required only when the table has more than one unique column.","visibility":"user-only"}}},"tailscale_authorize_device":{"id":"tailscale_authorize_device","name":"Tailscale Authorize Device","description":"Authorize or deauthorize a device on the tailnet","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Tailscale API key"},"tailnet":{"type":"string","required":true,"visibility":"user-or-llm","description":"Tailnet name (e.g., example.com) or \\"-\\" for default"},"deviceId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Device ID to authorize"},"authorized":{"type":"boolean","required":true,"visibility":"user-or-llm","description":"Whether to authorize (true) or deauthorize (false) the device"}}},"tailscale_create_auth_key":{"id":"tailscale_create_auth_key","name":"Tailscale Create Auth Key","description":"Create a new auth key for the tailnet to pre-authorize devices","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Tailscale API key"},"tailnet":{"type":"string","required":true,"visibility":"user-or-llm","description":"Tailnet name (e.g., example.com) or \\"-\\" for default"},"reusable":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the key can be used more than once","default":false},"ephemeral":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether devices authenticated with this key are ephemeral","default":false},"preauthorized":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether devices are pre-authorized (skip manual approval)","default":true},"tags":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of tags for devices using this key (e.g., \\"tag:server,tag:prod\\")"},"description":{"type":"string","required":false,"visibility":"user-or-llm","description":"Description for the auth key"},"expirySeconds":{"type":"number","required":false,"visibility":"user-or-llm","description":"Key expiry time in seconds (default: 90 days)"}}},"tailscale_delete_auth_key":{"id":"tailscale_delete_auth_key","name":"Tailscale Delete Auth Key","description":"Revoke and delete an auth key","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Tailscale API key"},"tailnet":{"type":"string","required":true,"visibility":"user-or-llm","description":"Tailnet name (e.g., example.com) or \\"-\\" for default"},"keyId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Auth key ID to delete"}}},"tailscale_delete_device":{"id":"tailscale_delete_device","name":"Tailscale Delete Device","description":"Remove a device from the tailnet","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Tailscale API key"},"tailnet":{"type":"string","required":true,"visibility":"user-or-llm","description":"Tailnet name (e.g., example.com) or \\"-\\" for default"},"deviceId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Device ID to delete"}}},"tailscale_delete_user":{"id":"tailscale_delete_user","name":"Tailscale Delete User","description":"Delete a user from the tailnet","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Tailscale API key"},"tailnet":{"type":"string","required":true,"visibility":"user-or-llm","description":"Tailnet name (e.g., example.com) or \\"-\\" for default"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"User ID to delete"}}},"tailscale_expire_device_key":{"id":"tailscale_expire_device_key","name":"Tailscale Expire Device Key","description":"Immediately expire a device\'s node key, requiring it to re-authenticate before it can reconnect to the tailnet","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Tailscale API key"},"tailnet":{"type":"string","required":true,"visibility":"user-or-llm","description":"Tailnet name (e.g., example.com) or \\"-\\" for default"},"deviceId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Device ID to expire the key for"}}},"tailscale_get_acl":{"id":"tailscale_get_acl","name":"Tailscale Get ACL","description":"Get the current ACL policy for the tailnet","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Tailscale API key"},"tailnet":{"type":"string","required":true,"visibility":"user-or-llm","description":"Tailnet name (e.g., example.com) or \\"-\\" for default"}}},"tailscale_get_auth_key":{"id":"tailscale_get_auth_key","name":"Tailscale Get Auth Key","description":"Get details of a specific auth key","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Tailscale API key"},"tailnet":{"type":"string","required":true,"visibility":"user-or-llm","description":"Tailnet name (e.g., example.com) or \\"-\\" for default"},"keyId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Auth key ID"}}},"tailscale_get_device":{"id":"tailscale_get_device","name":"Tailscale Get Device","description":"Get details of a specific device by ID","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Tailscale API key"},"tailnet":{"type":"string","required":true,"visibility":"user-or-llm","description":"Tailnet name (e.g., example.com) or \\"-\\" for default"},"deviceId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Device ID"}}},"tailscale_get_device_routes":{"id":"tailscale_get_device_routes","name":"Tailscale Get Device Routes","description":"Get the subnet routes for a device","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Tailscale API key"},"tailnet":{"type":"string","required":true,"visibility":"user-or-llm","description":"Tailnet name (e.g., example.com) or \\"-\\" for default"},"deviceId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Device ID"}}},"tailscale_get_dns_preferences":{"id":"tailscale_get_dns_preferences","name":"Tailscale Get DNS Preferences","description":"Get the DNS preferences for the tailnet including MagicDNS status","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Tailscale API key"},"tailnet":{"type":"string","required":true,"visibility":"user-or-llm","description":"Tailnet name (e.g., example.com) or \\"-\\" for default"}}},"tailscale_get_dns_searchpaths":{"id":"tailscale_get_dns_searchpaths","name":"Tailscale Get DNS Search Paths","description":"Get the DNS search paths configured for the tailnet","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Tailscale API key"},"tailnet":{"type":"string","required":true,"visibility":"user-or-llm","description":"Tailnet name (e.g., example.com) or \\"-\\" for default"}}},"tailscale_list_auth_keys":{"id":"tailscale_list_auth_keys","name":"Tailscale List Auth Keys","description":"List all auth keys in the tailnet","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Tailscale API key"},"tailnet":{"type":"string","required":true,"visibility":"user-or-llm","description":"Tailnet name (e.g., example.com) or \\"-\\" for default"}}},"tailscale_list_devices":{"id":"tailscale_list_devices","name":"Tailscale List Devices","description":"List all devices in the tailnet","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Tailscale API key"},"tailnet":{"type":"string","required":true,"visibility":"user-or-llm","description":"Tailnet name (e.g., example.com) or \\"-\\" for default"}}},"tailscale_list_dns_nameservers":{"id":"tailscale_list_dns_nameservers","name":"Tailscale List DNS Nameservers","description":"Get the DNS nameservers configured for the tailnet","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Tailscale API key"},"tailnet":{"type":"string","required":true,"visibility":"user-or-llm","description":"Tailnet name (e.g., example.com) or \\"-\\" for default"}}},"tailscale_list_users":{"id":"tailscale_list_users","name":"Tailscale List Users","description":"List all users in the tailnet","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Tailscale API key"},"tailnet":{"type":"string","required":true,"visibility":"user-or-llm","description":"Tailnet name (e.g., example.com) or \\"-\\" for default"}}},"tailscale_set_acl":{"id":"tailscale_set_acl","name":"Tailscale Set ACL","description":"Replace the ACL policy file for the tailnet","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Tailscale API key"},"tailnet":{"type":"string","required":true,"visibility":"user-or-llm","description":"Tailnet name (e.g., example.com) or \\"-\\" for default"},"acl":{"type":"string","required":true,"visibility":"user-or-llm","description":"The new ACL policy file, as a JSON string"},"ifMatch":{"type":"string","required":false,"visibility":"user-or-llm","description":"ETag from a prior Get ACL call to avoid overwriting concurrent updates. Use \\"ts-default\\" to only replace an untouched default policy file."}}},"tailscale_set_device_routes":{"id":"tailscale_set_device_routes","name":"Tailscale Set Device Routes","description":"Set the enabled subnet routes for a device","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Tailscale API key"},"tailnet":{"type":"string","required":true,"visibility":"user-or-llm","description":"Tailnet name (e.g., example.com) or \\"-\\" for default"},"deviceId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Device ID"},"routes":{"type":"string","required":true,"visibility":"user-or-llm","description":"Comma-separated list of subnet routes to enable (e.g., \\"10.0.0.0/24,192.168.1.0/24\\")"}}},"tailscale_set_device_tags":{"id":"tailscale_set_device_tags","name":"Tailscale Set Device Tags","description":"Set tags on a device in the tailnet","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Tailscale API key"},"tailnet":{"type":"string","required":true,"visibility":"user-or-llm","description":"Tailnet name (e.g., example.com) or \\"-\\" for default"},"deviceId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Device ID"},"tags":{"type":"string","required":true,"visibility":"user-or-llm","description":"Comma-separated list of tags (e.g., \\"tag:server,tag:production\\")"}}},"tailscale_set_dns_nameservers":{"id":"tailscale_set_dns_nameservers","name":"Tailscale Set DNS Nameservers","description":"Set the DNS nameservers for the tailnet","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Tailscale API key"},"tailnet":{"type":"string","required":true,"visibility":"user-or-llm","description":"Tailnet name (e.g., example.com) or \\"-\\" for default"},"dns":{"type":"string","required":true,"visibility":"user-or-llm","description":"Comma-separated list of DNS nameserver IP addresses (e.g., \\"8.8.8.8,8.8.4.4\\")"}}},"tailscale_set_dns_preferences":{"id":"tailscale_set_dns_preferences","name":"Tailscale Set DNS Preferences","description":"Set DNS preferences for the tailnet (enable/disable MagicDNS)","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Tailscale API key"},"tailnet":{"type":"string","required":true,"visibility":"user-or-llm","description":"Tailnet name (e.g., example.com) or \\"-\\" for default"},"magicDNS":{"type":"boolean","required":true,"visibility":"user-or-llm","description":"Whether to enable (true) or disable (false) MagicDNS"}}},"tailscale_set_dns_searchpaths":{"id":"tailscale_set_dns_searchpaths","name":"Tailscale Set DNS Search Paths","description":"Set the DNS search paths for the tailnet","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Tailscale API key"},"tailnet":{"type":"string","required":true,"visibility":"user-or-llm","description":"Tailnet name (e.g., example.com) or \\"-\\" for default"},"searchPaths":{"type":"string","required":true,"visibility":"user-or-llm","description":"Comma-separated list of DNS search path domains (e.g., \\"corp.example.com,internal.example.com\\")"}}},"tailscale_suspend_user":{"id":"tailscale_suspend_user","name":"Tailscale Suspend User","description":"Suspend a user\'s access to the tailnet","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Tailscale API key"},"tailnet":{"type":"string","required":true,"visibility":"user-or-llm","description":"Tailnet name (e.g., example.com) or \\"-\\" for default"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"User ID to suspend"}}},"tailscale_update_device_key":{"id":"tailscale_update_device_key","name":"Tailscale Update Device Key","description":"Enable or disable key expiry on a device","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Tailscale API key"},"tailnet":{"type":"string","required":true,"visibility":"user-or-llm","description":"Tailnet name (e.g., example.com) or \\"-\\" for default"},"deviceId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Device ID"},"keyExpiryDisabled":{"type":"boolean","required":true,"visibility":"user-or-llm","description":"Whether to disable key expiry (true) or enable it (false)"}}},"tavily_crawl":{"id":"tavily_crawl","name":"Tavily Crawl","description":"Systematically crawl and extract content from websites using Tavily\'s crawl API. 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Returns structured results with titles, URLs, snippets, and optional raw content, optimized for relevance and accuracy.","version":"1.0.0","params":{"query":{"type":"string","required":true,"visibility":"user-or-llm","description":"The search query to execute (e.g., \\"latest AI research papers 2024\\")"},"max_results":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of results (1-20, e.g., 5)"},"topic":{"type":"string","required":false,"visibility":"user-or-llm","description":"Category type: general, news, or finance (e.g., \\"news\\")"},"search_depth":{"type":"string","required":false,"visibility":"user-or-llm","description":"Search scope: basic (1 credit) or advanced (2 credits) (e.g., \\"advanced\\")"},"include_answer":{"type":"string","required":false,"visibility":"user-or-llm","description":"LLM-generated response: true/basic for quick answer or advanced for detailed (e.g., \\"advanced\\")"},"include_raw_content":{"type":"string","required":false,"visibility":"user-or-llm","description":"Parsed HTML content: true/markdown or text format (e.g., \\"markdown\\")"},"include_images":{"type":"boolean","required":false,"visibility":"user-only","description":"Include image search results"},"include_image_descriptions":{"type":"boolean","required":false,"visibility":"user-only","description":"Add descriptive text for images"},"include_favicon":{"type":"boolean","required":false,"visibility":"user-only","description":"Include favicon URLs"},"chunks_per_source":{"type":"number","required":false,"visibility":"user-only","description":"Maximum number of relevant chunks per source (1-3, default: 3)"},"time_range":{"type":"string","required":false,"visibility":"user-only","description":"Filter by recency: day/d, week/w, month/m, year/y"},"start_date":{"type":"string","required":false,"visibility":"user-only","description":"Earliest publication date (YYYY-MM-DD format)"},"end_date":{"type":"string","required":false,"visibility":"user-only","description":"Latest publication date (YYYY-MM-DD format)"},"include_domains":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of domains to whitelist (e.g., \\"github.com,stackoverflow.com\\")"},"exclude_domains":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated list of domains to blacklist (e.g., \\"pinterest.com,reddit.com\\")"},"country":{"type":"string","required":false,"visibility":"user-only","description":"Boost results from specified country (general topic only)"},"auto_parameters":{"type":"boolean","required":false,"visibility":"user-only","description":"Automatic parameter configuration based on query intent"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Tavily API Key"}}},"telegram_copy_message":{"id":"telegram_copy_message","name":"Telegram Copy Message","description":"Copy a message to another Telegram chat without a forward header through the Telegram Bot API.","version":"1.0.0","params":{"botToken":{"type":"string","required":true,"visibility":"user-only","description":"Your Telegram Bot API Token"},"chatId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Destination chat ID (numeric, can be negative for groups)"},"fromChatId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Source chat ID the original message belongs to"},"messageId":{"type":"number","required":true,"visibility":"user-or-llm","description":"Identifier of the message to copy in the source chat"},"caption":{"type":"string","required":false,"visibility":"user-or-llm","description":"New caption for the copied media (keeps the original if omitted)"}}},"telegram_delete_message":{"id":"telegram_delete_message","name":"Telegram Delete Message","description":"Delete messages in Telegram channels or chats through the Telegram Bot API. 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Pass a file_id or HTTP URL"},"caption":{"type":"string","required":false,"visibility":"user-or-llm","description":"Animation caption (optional)"}}},"telegram_send_audio":{"id":"telegram_send_audio","name":"Telegram Send Audio","description":"Send audio files to Telegram channels or users through the Telegram Bot API.","version":"1.0.0","params":{"botToken":{"type":"string","required":true,"visibility":"user-only","description":"Your Telegram Bot API Token"},"chatId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Telegram chat ID (numeric, can be negative for groups)"},"audio":{"type":"string","required":true,"visibility":"user-or-llm","description":"Audio file to send. 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The workflow decides how to respond to the request.","version":"1.0.0","params":{"serverUrl":{"type":"string","required":true,"visibility":"user-only","description":"Base URL of the Temporal server\'s HTTP API (e.g., http://localhost:7243)"},"namespace":{"type":"string","required":true,"visibility":"user-only","description":"Temporal namespace (e.g., default)"},"apiKey":{"type":"string","required":false,"visibility":"user-only","description":"API key sent as a Bearer token (leave blank for servers without auth)"},"workflowId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Workflow ID of the execution to cancel"},"runId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Run ID of a specific run to cancel (defaults to the latest run)"},"reason":{"type":"string","required":false,"visibility":"user-or-llm","description":"Reason for the cancellation, recorded in the workflow history"}}},"temporal_count_workflows":{"id":"temporal_count_workflows","name":"Temporal Count Workflows","description":"Count workflow executions in a Temporal namespace matching a visibility query, with optional GROUP BY aggregation.","version":"1.0.0","params":{"serverUrl":{"type":"string","required":true,"visibility":"user-only","description":"Base URL of the Temporal server\'s HTTP API (e.g., http://localhost:7243)"},"namespace":{"type":"string","required":true,"visibility":"user-only","description":"Temporal namespace (e.g., default)"},"apiKey":{"type":"string","required":false,"visibility":"user-only","description":"API key sent as a Bearer token (leave blank for servers without auth)"},"query":{"type":"string","required":false,"visibility":"user-or-llm","description":"Visibility count filter, e.g. ExecutionStatus = \\"Running\\" or ... GROUP BY ExecutionStatus (empty counts all executions)"}}},"temporal_create_schedule":{"id":"temporal_create_schedule","name":"Temporal Create Schedule","description":"Create a Temporal schedule that starts a workflow on a cron or interval cadence.","version":"1.0.0","params":{"serverUrl":{"type":"string","required":true,"visibility":"user-only","description":"Base URL of the Temporal server\'s HTTP API (e.g., http://localhost:7243)"},"namespace":{"type":"string","required":true,"visibility":"user-only","description":"Temporal namespace (e.g., default)"},"apiKey":{"type":"string","required":false,"visibility":"user-only","description":"API key sent as a Bearer token (leave blank for servers without auth)"},"scheduleId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Unique ID for the new schedule (e.g., nightly-report)"},"workflowId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Workflow ID for started workflows (the schedule appends the run time to keep IDs unique)"},"workflowType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Registered workflow type name the schedule starts (e.g., ReportWorkflow)"},"taskQueue":{"type":"string","required":true,"visibility":"user-or-llm","description":"Task queue the workflow worker polls (e.g., reports)"},"input":{"type":"string","required":false,"visibility":"user-or-llm","description":"Workflow input as JSON. A top-level array is passed as the argument list (one argument per element); any other value is passed as a single argument"},"cronExpressions":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cron expressions defining when the schedule fires, comma- or newline-separated for multiple (e.g., \\"0 12 * * *\\"). At least one of cronExpressions or intervalSeconds is required"},"intervalSeconds":{"type":"number","required":false,"visibility":"user-or-llm","description":"Fixed interval between actions in seconds. At least one of cronExpressions or intervalSeconds is required"},"timezone":{"type":"string","required":false,"visibility":"user-or-llm","description":"IANA time zone for cron evaluation (e.g., America/New_York; defaults to UTC)"},"overlapPolicy":{"type":"string","required":false,"visibility":"user-only","description":"Policy when an action would overlap a still-running one (defaults to skip): SCHEDULE_OVERLAP_POLICY_SKIP, SCHEDULE_OVERLAP_POLICY_BUFFER_ONE, SCHEDULE_OVERLAP_POLICY_BUFFER_ALL, SCHEDULE_OVERLAP_POLICY_CANCEL_OTHER, SCHEDULE_OVERLAP_POLICY_TERMINATE_OTHER, or SCHEDULE_OVERLAP_POLICY_ALLOW_ALL"},"notes":{"type":"string","required":false,"visibility":"user-or-llm","description":"Human-readable notes stored on the schedule"},"paused":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Create the schedule in a paused state (defaults to active)"}}},"temporal_delete_schedule":{"id":"temporal_delete_schedule","name":"Temporal Delete Schedule","description":"Delete a Temporal schedule. Workflows already started by the schedule keep running.","version":"1.0.0","params":{"serverUrl":{"type":"string","required":true,"visibility":"user-only","description":"Base URL of the Temporal server\'s HTTP API (e.g., http://localhost:7243)"},"namespace":{"type":"string","required":true,"visibility":"user-only","description":"Temporal namespace (e.g., default)"},"apiKey":{"type":"string","required":false,"visibility":"user-only","description":"API key sent as a Bearer token (leave blank for servers without auth)"},"scheduleId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the schedule to delete"}}},"temporal_describe_schedule":{"id":"temporal_describe_schedule","name":"Temporal Describe Schedule","description":"Get the configuration and current state of a Temporal schedule, including its spec, recent actions, and upcoming run times.","version":"1.0.0","params":{"serverUrl":{"type":"string","required":true,"visibility":"user-only","description":"Base URL of the Temporal server\'s HTTP API (e.g., http://localhost:7243)"},"namespace":{"type":"string","required":true,"visibility":"user-only","description":"Temporal namespace (e.g., default)"},"apiKey":{"type":"string","required":false,"visibility":"user-only","description":"API key sent as a Bearer token (leave blank for servers without auth)"},"scheduleId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the schedule to describe"}}},"temporal_describe_task_queue":{"id":"temporal_describe_task_queue","name":"Temporal Describe Task Queue","description":"List the workers currently polling a Temporal task queue, to check whether a workflow or activity has live workers.","version":"1.0.0","params":{"serverUrl":{"type":"string","required":true,"visibility":"user-only","description":"Base URL of the Temporal server\'s HTTP API (e.g., http://localhost:7243)"},"namespace":{"type":"string","required":true,"visibility":"user-only","description":"Temporal namespace (e.g., default)"},"apiKey":{"type":"string","required":false,"visibility":"user-only","description":"API key sent as a Bearer token (leave blank for servers without auth)"},"taskQueue":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name of the task queue to describe (e.g., orders)"},"taskQueueType":{"type":"string","required":false,"visibility":"user-only","description":"Type of pollers to list: TASK_QUEUE_TYPE_WORKFLOW (default) or TASK_QUEUE_TYPE_ACTIVITY"}}},"temporal_describe_workflow":{"id":"temporal_describe_workflow","name":"Temporal Describe Workflow","description":"Get the current state of a Temporal workflow execution, including status, timing, memo, search attributes, and pending activities.","version":"1.0.0","params":{"serverUrl":{"type":"string","required":true,"visibility":"user-only","description":"Base URL of the Temporal server\'s HTTP API (e.g., http://localhost:7243)"},"namespace":{"type":"string","required":true,"visibility":"user-only","description":"Temporal namespace (e.g., default)"},"apiKey":{"type":"string","required":false,"visibility":"user-only","description":"API key sent as a Bearer token (leave blank for servers without auth)"},"workflowId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Workflow ID of the execution to describe"},"runId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Run ID of a specific run to describe (defaults to the latest run)"}}},"temporal_get_workflow_history":{"id":"temporal_get_workflow_history","name":"Temporal Get Workflow History","description":"Fetch the event history of a Temporal workflow execution, optionally filtered to just the close event.","version":"1.0.0","params":{"serverUrl":{"type":"string","required":true,"visibility":"user-only","description":"Base URL of the Temporal server\'s HTTP API (e.g., http://localhost:7243)"},"namespace":{"type":"string","required":true,"visibility":"user-only","description":"Temporal namespace (e.g., default)"},"apiKey":{"type":"string","required":false,"visibility":"user-only","description":"API key sent as a Bearer token (leave blank for servers without auth)"},"workflowId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Workflow ID of the execution"},"runId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Run ID of a specific run (defaults to the latest run)"},"maximumPageSize":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of history events to return per page"},"nextPageToken":{"type":"string","required":false,"visibility":"user-or-llm","description":"Page token from a previous response, for pagination"},"historyEventFilterType":{"type":"string","required":false,"visibility":"user-only","description":"Event filter: HISTORY_EVENT_FILTER_TYPE_ALL_EVENT (default) or HISTORY_EVENT_FILTER_TYPE_CLOSE_EVENT to return only the final close event"}}},"temporal_list_schedules":{"id":"temporal_list_schedules","name":"Temporal List Schedules","description":"List schedules in a Temporal namespace.","version":"1.0.0","params":{"serverUrl":{"type":"string","required":true,"visibility":"user-only","description":"Base URL of the Temporal server\'s HTTP API (e.g., http://localhost:7243)"},"namespace":{"type":"string","required":true,"visibility":"user-only","description":"Temporal namespace (e.g., default)"},"apiKey":{"type":"string","required":false,"visibility":"user-only","description":"API key sent as a Bearer token (leave blank for servers without auth)"},"query":{"type":"string","required":false,"visibility":"user-or-llm","description":"Visibility filter over schedules, e.g. TemporalSchedulePaused = false (empty lists all schedules)"},"maximumPageSize":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of schedules to return per page"},"nextPageToken":{"type":"string","required":false,"visibility":"user-or-llm","description":"Page token from a previous response, for pagination"}}},"temporal_list_workflows":{"id":"temporal_list_workflows","name":"Temporal List Workflows","description":"List workflow executions in a Temporal namespace, optionally filtered with a visibility query.","version":"1.0.0","params":{"serverUrl":{"type":"string","required":true,"visibility":"user-only","description":"Base URL of the Temporal server\'s HTTP API (e.g., http://localhost:7243)"},"namespace":{"type":"string","required":true,"visibility":"user-only","description":"Temporal namespace (e.g., default)"},"apiKey":{"type":"string","required":false,"visibility":"user-only","description":"API key sent as a Bearer token (leave blank for servers without auth)"},"query":{"type":"string","required":false,"visibility":"user-or-llm","description":"Visibility list filter, e.g. WorkflowType = \\"OrderWorkflow\\" AND ExecutionStatus = \\"Running\\" (empty lists all executions)"},"pageSize":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of executions to return per page"},"nextPageToken":{"type":"string","required":false,"visibility":"user-or-llm","description":"Page token from a previous response, for pagination"}}},"temporal_pause_schedule":{"id":"temporal_pause_schedule","name":"Temporal Pause Schedule","description":"Pause a Temporal schedule so it stops taking actions until unpaused.","version":"1.0.0","params":{"serverUrl":{"type":"string","required":true,"visibility":"user-only","description":"Base URL of the Temporal server\'s HTTP API (e.g., http://localhost:7243)"},"namespace":{"type":"string","required":true,"visibility":"user-only","description":"Temporal namespace (e.g., default)"},"apiKey":{"type":"string","required":false,"visibility":"user-only","description":"API key sent as a Bearer token (leave blank for servers without auth)"},"scheduleId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the schedule to pause"},"reason":{"type":"string","required":false,"visibility":"user-or-llm","description":"Reason recorded in the schedule\'s notes"}}},"temporal_query_workflow":{"id":"temporal_query_workflow","name":"Temporal Query Workflow","description":"Run a synchronous query against the state of a Temporal workflow execution and return the result.","version":"1.0.0","params":{"serverUrl":{"type":"string","required":true,"visibility":"user-only","description":"Base URL of the Temporal server\'s HTTP API (e.g., http://localhost:7243)"},"namespace":{"type":"string","required":true,"visibility":"user-only","description":"Temporal namespace (e.g., default)"},"apiKey":{"type":"string","required":false,"visibility":"user-only","description":"API key sent as a Bearer token (leave blank for servers without auth)"},"workflowId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Workflow ID of the execution to query"},"runId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Run ID of a specific run to query (defaults to the latest run)"},"queryType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name of the query handler to invoke (e.g., getStatus)"},"queryArgs":{"type":"string","required":false,"visibility":"user-or-llm","description":"Query arguments as JSON. A top-level array is passed as the argument list (one argument per element); any other value is passed as a single argument"}}},"temporal_reset_workflow":{"id":"temporal_reset_workflow","name":"Temporal Reset Workflow","description":"Reset a Temporal workflow execution to a past workflow task, terminating the current run and replaying from the reset point in a new run.","version":"1.0.0","params":{"serverUrl":{"type":"string","required":true,"visibility":"user-only","description":"Base URL of the Temporal server\'s HTTP API (e.g., http://localhost:7243)"},"namespace":{"type":"string","required":true,"visibility":"user-only","description":"Temporal namespace (e.g., default)"},"apiKey":{"type":"string","required":false,"visibility":"user-only","description":"API key sent as a Bearer token (leave blank for servers without auth)"},"workflowId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Workflow ID of the execution to reset"},"runId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Run ID of a specific run to reset (defaults to the latest run)"},"workflowTaskFinishEventId":{"type":"number","required":true,"visibility":"user-or-llm","description":"Event ID of the workflow task finish event to reset to — a WORKFLOW_TASK_COMPLETED, WORKFLOW_TASK_TIMED_OUT, WORKFLOW_TASK_FAILED, or WORKFLOW_TASK_STARTED event (find it with Get Workflow History)"},"reason":{"type":"string","required":false,"visibility":"user-or-llm","description":"Reason for the reset, recorded in the workflow history"}}},"temporal_signal_with_start":{"id":"temporal_signal_with_start","name":"Temporal Signal With Start","description":"Atomically signal a Temporal workflow, starting it first if it is not already running, so the signal is never lost.","version":"1.0.0","params":{"serverUrl":{"type":"string","required":true,"visibility":"user-only","description":"Base URL of the Temporal server\'s HTTP API (e.g., http://localhost:7243)"},"namespace":{"type":"string","required":true,"visibility":"user-only","description":"Temporal namespace (e.g., default)"},"apiKey":{"type":"string","required":false,"visibility":"user-only","description":"API key sent as a Bearer token (leave blank for servers without auth)"},"workflowId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Workflow ID to signal, or to start and signal (e.g., order-1234)"},"workflowType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Registered workflow type name to start if the workflow is not running"},"taskQueue":{"type":"string","required":true,"visibility":"user-or-llm","description":"Task queue the workflow worker polls (e.g., orders)"},"signalName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name of the signal handler to invoke (e.g., approve-order)"},"input":{"type":"string","required":false,"visibility":"user-or-llm","description":"Workflow start input as JSON, used only when a new execution is started. A top-level array is passed as the argument list; any other value is passed as a single argument"},"signalInput":{"type":"string","required":false,"visibility":"user-or-llm","description":"Signal input as JSON. A top-level array is passed as the argument list (one argument per element); any other value is passed as a single argument"},"workflowIdReusePolicy":{"type":"string","required":false,"visibility":"user-only","description":"Policy for reusing a closed workflow ID: WORKFLOW_ID_REUSE_POLICY_ALLOW_DUPLICATE, WORKFLOW_ID_REUSE_POLICY_ALLOW_DUPLICATE_FAILED_ONLY, WORKFLOW_ID_REUSE_POLICY_REJECT_DUPLICATE, or WORKFLOW_ID_REUSE_POLICY_TERMINATE_IF_RUNNING"},"workflowIdConflictPolicy":{"type":"string","required":false,"visibility":"user-only","description":"Policy when a workflow with the same ID is already running (defaults to using the existing run): WORKFLOW_ID_CONFLICT_POLICY_FAIL, WORKFLOW_ID_CONFLICT_POLICY_USE_EXISTING, or WORKFLOW_ID_CONFLICT_POLICY_TERMINATE_EXISTING"},"cronSchedule":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cron schedule for recurring executions (e.g., \\"0 12 * * *\\")"},"executionTimeoutSeconds":{"type":"number","required":false,"visibility":"user-or-llm","description":"Total workflow execution timeout in seconds, including retries and continue-as-new"},"runTimeoutSeconds":{"type":"number","required":false,"visibility":"user-or-llm","description":"Timeout for a single workflow run in seconds"},"memo":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON object of memo fields to attach to the execution"},"searchAttributes":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON object of search attribute values to index the execution with"}}},"temporal_signal_workflow":{"id":"temporal_signal_workflow","name":"Temporal Signal Workflow","description":"Send a signal to a running Temporal workflow execution.","version":"1.0.0","params":{"serverUrl":{"type":"string","required":true,"visibility":"user-only","description":"Base URL of the Temporal server\'s HTTP API (e.g., http://localhost:7243)"},"namespace":{"type":"string","required":true,"visibility":"user-only","description":"Temporal namespace (e.g., default)"},"apiKey":{"type":"string","required":false,"visibility":"user-only","description":"API key sent as a Bearer token (leave blank for servers without auth)"},"workflowId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Workflow ID of the execution to signal"},"runId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Run ID of a specific run to signal (defaults to the latest run)"},"signalName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name of the signal handler to invoke (e.g., approve-order)"},"signalInput":{"type":"string","required":false,"visibility":"user-or-llm","description":"Signal input as JSON. A top-level array is passed as the argument list (one argument per element); any other value is passed as a single argument"}}},"temporal_start_workflow":{"id":"temporal_start_workflow","name":"Temporal Start Workflow","description":"Start a new workflow execution on a Temporal cluster.","version":"1.0.0","params":{"serverUrl":{"type":"string","required":true,"visibility":"user-only","description":"Base URL of the Temporal server\'s HTTP API (e.g., http://localhost:7243)"},"namespace":{"type":"string","required":true,"visibility":"user-only","description":"Temporal namespace (e.g., default)"},"apiKey":{"type":"string","required":false,"visibility":"user-only","description":"API key sent as a Bearer token (leave blank for servers without auth)"},"workflowId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Unique workflow ID for the new execution (e.g., order-1234)"},"workflowType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Registered workflow type name to run (e.g., OrderWorkflow)"},"taskQueue":{"type":"string","required":true,"visibility":"user-or-llm","description":"Task queue the workflow worker polls (e.g., orders)"},"input":{"type":"string","required":false,"visibility":"user-or-llm","description":"Workflow input as JSON. A top-level array is passed as the argument list (one argument per element); any other value is passed as a single argument"},"workflowIdReusePolicy":{"type":"string","required":false,"visibility":"user-only","description":"Policy for reusing a closed workflow ID: WORKFLOW_ID_REUSE_POLICY_ALLOW_DUPLICATE, WORKFLOW_ID_REUSE_POLICY_ALLOW_DUPLICATE_FAILED_ONLY, WORKFLOW_ID_REUSE_POLICY_REJECT_DUPLICATE, or WORKFLOW_ID_REUSE_POLICY_TERMINATE_IF_RUNNING"},"workflowIdConflictPolicy":{"type":"string","required":false,"visibility":"user-only","description":"Policy when a workflow with the same ID is already running: WORKFLOW_ID_CONFLICT_POLICY_FAIL, WORKFLOW_ID_CONFLICT_POLICY_USE_EXISTING, or WORKFLOW_ID_CONFLICT_POLICY_TERMINATE_EXISTING"},"cronSchedule":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cron schedule for recurring executions (e.g., \\"0 12 * * *\\")"},"executionTimeoutSeconds":{"type":"number","required":false,"visibility":"user-or-llm","description":"Total workflow execution timeout in seconds, including retries and continue-as-new"},"runTimeoutSeconds":{"type":"number","required":false,"visibility":"user-or-llm","description":"Timeout for a single workflow run in seconds"},"memo":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON object of memo fields to attach to the execution"},"searchAttributes":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON object of search attribute values to index the execution with"}}},"temporal_terminate_workflow":{"id":"temporal_terminate_workflow","name":"Temporal Terminate Workflow","description":"Forcefully terminate a Temporal workflow execution immediately, without giving the workflow a chance to react.","version":"1.0.0","params":{"serverUrl":{"type":"string","required":true,"visibility":"user-only","description":"Base URL of the Temporal server\'s HTTP API (e.g., http://localhost:7243)"},"namespace":{"type":"string","required":true,"visibility":"user-only","description":"Temporal namespace (e.g., default)"},"apiKey":{"type":"string","required":false,"visibility":"user-only","description":"API key sent as a Bearer token (leave blank for servers without auth)"},"workflowId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Workflow ID of the execution to terminate"},"runId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Run ID of a specific run to terminate (defaults to the latest run)"},"reason":{"type":"string","required":false,"visibility":"user-or-llm","description":"Reason for the termination, recorded in the workflow history"}}},"temporal_trigger_schedule":{"id":"temporal_trigger_schedule","name":"Temporal Trigger Schedule","description":"Trigger an immediate action of a Temporal schedule, outside its normal spec.","version":"1.0.0","params":{"serverUrl":{"type":"string","required":true,"visibility":"user-only","description":"Base URL of the Temporal server\'s HTTP API (e.g., http://localhost:7243)"},"namespace":{"type":"string","required":true,"visibility":"user-only","description":"Temporal namespace (e.g., default)"},"apiKey":{"type":"string","required":false,"visibility":"user-only","description":"API key sent as a Bearer token (leave blank for servers without auth)"},"scheduleId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the schedule to trigger"},"overlapPolicy":{"type":"string","required":false,"visibility":"user-only","description":"Overlap policy for the triggered action (defaults to the schedule\'s policy): SCHEDULE_OVERLAP_POLICY_SKIP, SCHEDULE_OVERLAP_POLICY_BUFFER_ONE, SCHEDULE_OVERLAP_POLICY_BUFFER_ALL, SCHEDULE_OVERLAP_POLICY_CANCEL_OTHER, SCHEDULE_OVERLAP_POLICY_TERMINATE_OTHER, or SCHEDULE_OVERLAP_POLICY_ALLOW_ALL"}}},"temporal_unpause_schedule":{"id":"temporal_unpause_schedule","name":"Temporal Unpause Schedule","description":"Unpause a Temporal schedule so it resumes taking actions.","version":"1.0.0","params":{"serverUrl":{"type":"string","required":true,"visibility":"user-only","description":"Base URL of the Temporal server\'s HTTP API (e.g., http://localhost:7243)"},"namespace":{"type":"string","required":true,"visibility":"user-only","description":"Temporal namespace (e.g., default)"},"apiKey":{"type":"string","required":false,"visibility":"user-only","description":"API key sent as a Bearer token (leave blank for servers without auth)"},"scheduleId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the schedule to unpause"},"reason":{"type":"string","required":false,"visibility":"user-or-llm","description":"Reason recorded in the schedule\'s notes"}}},"temporal_update_workflow":{"id":"temporal_update_workflow","name":"Temporal Update Workflow","description":"Invoke an update handler on a running Temporal workflow and wait for its result. Unlike a signal, an update is validated by the workflow and returns a response.","version":"1.0.0","params":{"serverUrl":{"type":"string","required":true,"visibility":"user-only","description":"Base URL of the Temporal server\'s HTTP API (e.g., http://localhost:7243)"},"namespace":{"type":"string","required":true,"visibility":"user-only","description":"Temporal namespace (e.g., default)"},"apiKey":{"type":"string","required":false,"visibility":"user-only","description":"API key sent as a Bearer token (leave blank for servers without auth)"},"workflowId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Workflow ID of the execution to update"},"runId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Run ID of a specific run to update (defaults to the latest run)"},"updateName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name of the update handler to invoke (e.g., addItem)"},"updateArgs":{"type":"string","required":false,"visibility":"user-or-llm","description":"Update arguments as JSON. A top-level array is passed as the argument list (one argument per element); any other value is passed as a single argument"}}},"textract_analyze_expense":{"id":"textract_analyze_expense","name":"AWS Textract Analyze Expense","description":"Extract structured invoice and receipt fields using AWS Textract AnalyzeExpense","version":"1.0.0","params":{"accessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS Access Key ID"},"secretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS Secret Access Key"},"region":{"type":"string","required":true,"visibility":"user-only","description":"AWS region for Textract service (e.g., us-east-1)"},"processingMode":{"type":"string","required":false,"visibility":"user-only","description":"Document type: single-page or multi-page. Defaults to single-page."},"file":{"type":"file","required":false,"visibility":"hidden","description":"Invoice or receipt to be processed (JPEG, PNG, or single-page PDF)."},"filePath":{"type":"string","required":false,"visibility":"hidden","description":"URL to an invoice or receipt to be processed, if not uploaded directly."},"s3Uri":{"type":"string","required":false,"visibility":"user-only","description":"S3 URI for multi-page processing (s3://bucket/key)."}}},"textract_analyze_id":{"id":"textract_analyze_id","name":"AWS Textract Analyze ID","description":"Extract identity document fields using AWS Textract AnalyzeID","version":"1.0.0","params":{"accessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS Access Key ID"},"secretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS Secret Access Key"},"region":{"type":"string","required":true,"visibility":"user-only","description":"AWS region for Textract service (e.g., us-east-1)"},"file":{"type":"file","required":false,"visibility":"hidden","description":"Front of the identity document (JPEG, PNG, or PDF)."},"filePath":{"type":"string","required":false,"visibility":"hidden","description":"URL to the front of the identity document, if not uploaded directly."},"fileBack":{"type":"file","required":false,"visibility":"hidden","description":"Back of the identity document, if applicable (JPEG, PNG, or PDF)."},"filePathBack":{"type":"string","required":false,"visibility":"hidden","description":"URL to the back of the identity document, if not uploaded directly."}}},"textract_parser":{"id":"textract_parser","name":"AWS Textract Parser","description":"Parse documents using AWS Textract OCR and document analysis","version":"1.0.0","params":{"accessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS Access Key ID"},"secretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS Secret Access Key"},"region":{"type":"string","required":true,"visibility":"user-only","description":"AWS region for Textract service (e.g., us-east-1)"},"processingMode":{"type":"string","required":false,"visibility":"user-only","description":"Document type: single-page or multi-page. Defaults to single-page."},"filePath":{"type":"string","required":false,"visibility":"user-only","description":"URL to a document to be processed (JPEG, PNG, or single-page PDF)."},"file":{"type":"file","required":false,"visibility":"hidden","description":"Document file to be processed (JPEG, PNG, or single-page PDF)."},"s3Uri":{"type":"string","required":false,"visibility":"user-only","description":"S3 URI for multi-page processing (s3://bucket/key)."},"featureTypes":{"type":"array","required":false,"visibility":"user-or-llm","description":"Feature types to detect: TABLES, FORMS, QUERIES, SIGNATURES, LAYOUT. If not specified, only text detection is performed.","items":{"type":"string","description":"Feature type"}},"queries":{"type":"array","required":false,"visibility":"user-or-llm","description":"Custom queries to extract specific information. Only used when featureTypes includes QUERIES.","items":{"type":"object","description":"Query configuration","properties":{"Text":{"type":"string","description":"The query text"},"Alias":{"type":"string","description":"Optional alias for the result"}}}}}},"textract_parser_v2":{"id":"textract_parser_v2","name":"AWS Textract Parser","description":"Parse documents using AWS Textract OCR and document analysis","version":"1.0.0","params":{"accessKeyId":{"type":"string","required":true,"visibility":"user-only","description":"AWS Access Key ID"},"secretAccessKey":{"type":"string","required":true,"visibility":"user-only","description":"AWS Secret Access Key"},"region":{"type":"string","required":true,"visibility":"user-only","description":"AWS region for Textract service (e.g., us-east-1)"},"processingMode":{"type":"string","required":false,"visibility":"user-only","description":"Document type: single-page or multi-page. Defaults to single-page."},"file":{"type":"file","required":false,"visibility":"hidden","description":"Document to be processed (JPEG, PNG, or single-page PDF)."},"s3Uri":{"type":"string","required":false,"visibility":"user-only","description":"S3 URI for multi-page processing (s3://bucket/key)."},"featureTypes":{"type":"array","required":false,"visibility":"user-or-llm","description":"Feature types to detect: TABLES, FORMS, QUERIES, SIGNATURES, LAYOUT. If not specified, only text detection is performed.","items":{"type":"string","description":"Feature type"}},"queries":{"type":"array","required":false,"visibility":"user-or-llm","description":"Custom queries to extract specific information. Only used when featureTypes includes QUERIES.","items":{"type":"object","description":"Query configuration","properties":{"Text":{"type":"string","description":"The query text"},"Alias":{"type":"string","description":"Optional alias for the result"}}}}}},"thinking_tool":{"id":"thinking_tool","name":"Thinking Tool","description":"Processes a provided thought/instruction, making it available for subsequent steps.","version":"1.0.0","params":{"thought":{"type":"string","required":true,"visibility":"llm-only","description":"Your internal reasoning, analysis, or thought process. Use this to think through the problem step by step before responding."}}},"thrive_add_audience_managers":{"id":"thrive_add_audience_managers","name":"Thrive Add Audience Managers","description":"Add managers to a Thrive audience with their permissions.","version":"1.0.0","params":{"tenantId":{"type":"string","required":true,"visibility":"user-only","description":"Thrive Tenant ID (used as the Basic auth username)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Thrive API key (used as the Basic auth password)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Region-specific API host"},"audienceId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The audience id or audience reference"},"managers":{"type":"string","required":true,"visibility":"user-or-llm","description":"JSON array of manager objects (1-100). Each: {\\"reference\\":\\"user@example.com\\",\\"permissions\\":{\\"audienceManager\\":{\\"manageContent\\":true,\\"assignments\\":true},\\"peopleManager\\":{\\"canViewLearnPage\\":true,\\"insights\\":false,\\"manage\\":false},\\"administrator\\":{\\"canAddAudienceManagers\\":false}}}"}}},"thrive_add_audience_members":{"id":"thrive_add_audience_members","name":"Thrive Add Audience Members","description":"Add members to a Thrive audience by email, ref, or id.","version":"1.0.0","params":{"tenantId":{"type":"string","required":true,"visibility":"user-only","description":"Thrive Tenant ID (used as the Basic auth username)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Thrive API key (used as the Basic auth password)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Region-specific API host"},"audienceId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The audience id or audience reference"},"users":{"type":"string","required":true,"visibility":"user-or-llm","description":"JSON array of user emails/refs/ids to add (1-100). Example: [\\"user@example.com\\"]"}}},"thrive_add_user_tags":{"id":"thrive_add_user_tags","name":"Thrive Add User Tags","description":"Add one or more tags to a learner in Thrive.","version":"1.0.0","params":{"tenantId":{"type":"string","required":true,"visibility":"user-only","description":"Thrive Tenant ID (used as the Basic auth username)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Thrive API key (used as the Basic auth password)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Region-specific API host"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The learner ID"},"tags":{"type":"string","required":true,"visibility":"user-or-llm","description":"JSON array of tag names to add (1-100). Example: [\\"leadership\\"]"}}},"thrive_create_assignment":{"id":"thrive_create_assignment","name":"Thrive Create Assignment","description":"Create a compliance assignment in Thrive for an audience and content item.","version":"1.0.0","params":{"tenantId":{"type":"string","required":true,"visibility":"user-only","description":"Thrive Tenant ID (used as the Basic auth username)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Thrive API key (used as the Basic auth password)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Region-specific API host"},"audienceId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The audience ID"},"contentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The content ID for the primary content"},"alternativeContentIds":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON array of content IDs that can also complete the assignment"},"hideAlternativeContent":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether to hide the alternative content"},"completionPeriod":{"type":"number","required":false,"visibility":"user-or-llm","description":"The number of days required to complete the assignment (default 30)"},"recurrence":{"type":"number","required":false,"visibility":"user-or-llm","description":"The number of days until the assignment will reoccur"}}},"thrive_create_audience":{"id":"thrive_create_audience","name":"Thrive Create Audience","description":"Create a new audience or structure in Thrive.","version":"1.0.0","params":{"tenantId":{"type":"string","required":true,"visibility":"user-only","description":"Thrive Tenant ID (used as the Basic auth username)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Thrive API key (used as the Basic auth password)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Region-specific API host"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"The name of the audience (max 100 characters)"},"reference":{"type":"string","required":false,"visibility":"user-or-llm","description":"The external reference for the audience (max 100 characters)"},"parentId":{"type":"string","required":false,"visibility":"user-or-llm","description":"The id or reference of the parent audience/structure; leave blank for a parent audience/structure"},"category":{"type":"string","required":false,"visibility":"user-or-llm","description":"The audience category: \'audience\' or \'structure\'"}}},"thrive_create_completion":{"id":"thrive_create_completion","name":"Thrive Create Completion","description":"Record a learning completion in Thrive for a user and content item.","version":"1.0.0","params":{"tenantId":{"type":"string","required":true,"visibility":"user-only","description":"Thrive Tenant ID (used as the Basic auth username)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Thrive API key (used as the Basic auth password)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Region-specific API host"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The user ID"},"contentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The content ID for the content completed"},"completedAt":{"type":"string","required":true,"visibility":"user-or-llm","description":"ISO8601 timestamp when the completion occurred"}}},"thrive_create_user":{"id":"thrive_create_user","name":"Thrive Create User","description":"Create a new user in Thrive.","version":"1.0.0","params":{"tenantId":{"type":"string","required":true,"visibility":"user-only","description":"Thrive Tenant ID (used as the Basic auth username)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Thrive API key (used as the Basic auth password)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Region-specific API host"},"ref":{"type":"string","required":true,"visibility":"user-or-llm","description":"Your organisation\'s unique identifier for this individual"},"firstName":{"type":"string","required":true,"visibility":"user-or-llm","description":"The given name of the individual"},"lastName":{"type":"string","required":true,"visibility":"user-or-llm","description":"The family name of the individual"},"email":{"type":"string","required":false,"visibility":"user-or-llm","description":"The email address for the user (required unless loginMethod is \'ref\')"},"loginMethod":{"type":"string","required":false,"visibility":"user-or-llm","description":"How the user logs in: \'email\' or \'ref\' (defaults to \'email\')"},"role":{"type":"string","required":false,"visibility":"user-or-llm","description":"Role assigned: \'administrator\', \'learneradmin\', or \'learner\' (defaults to \'learner\')"},"jobTitle":{"type":"string","required":false,"visibility":"user-or-llm","description":"Name of this individual\'s role in your organisation"},"managerRef":{"type":"string","required":false,"visibility":"user-or-llm","description":"Your organisation\'s unique identifier for this individual\'s line manager"},"startDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Date this individual started with your organisation (ISO 8601)"},"endDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Date this individual left your organisation (ISO 8601)"},"timeZone":{"type":"string","required":false,"visibility":"user-or-llm","description":"The user\'s preferred timezone (tenant default if omitted)"},"languageCode":{"type":"string","required":false,"visibility":"user-or-llm","description":"The user\'s preferred language (e.g. \'en-gb\')"},"sso":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the account is managed by an authentication provider"},"domain":{"type":"string","required":false,"visibility":"user-or-llm","description":"Domain this individual is associated with"},"additionalFields":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON object of custom field key-value pairs. Example: {\\"department\\":\\"Sales\\"}"}}},"thrive_delete_assignment":{"id":"thrive_delete_assignment","name":"Thrive Delete Assignment","description":"Delete a compliance assignment in Thrive.","version":"1.0.0","params":{"tenantId":{"type":"string","required":true,"visibility":"user-only","description":"Thrive Tenant ID (used as the Basic auth username)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Thrive API key (used as the Basic auth password)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Region-specific API host"},"assignmentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The assignment ID"},"audienceId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The audience ID"}}},"thrive_delete_audience":{"id":"thrive_delete_audience","name":"Thrive Delete Audience","description":"Delete an audience in Thrive (only if it has no child audiences).","version":"1.0.0","params":{"tenantId":{"type":"string","required":true,"visibility":"user-only","description":"Thrive Tenant ID (used as the Basic auth username)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Thrive API key (used as the Basic auth password)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Region-specific API host"},"audienceId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The audience id or audience reference"}}},"thrive_delete_user":{"id":"thrive_delete_user","name":"Thrive Delete User","description":"Permanently delete (obfuscate) a user in Thrive by ref while retaining training history.","version":"1.0.0","params":{"tenantId":{"type":"string","required":true,"visibility":"user-only","description":"Thrive Tenant ID (used as the Basic auth username)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Thrive API key (used as the Basic auth password)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Region-specific API host"},"ref":{"type":"string","required":true,"visibility":"user-or-llm","description":"The user ref to delete"}}},"thrive_get_activity":{"id":"thrive_get_activity","name":"Thrive Get Activity","description":"Get a single activity record in Thrive by its ID.","version":"1.0.0","params":{"tenantId":{"type":"string","required":true,"visibility":"user-only","description":"Thrive Tenant ID (used as the Basic auth username)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Thrive API key (used as the Basic auth password)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Region-specific API host"},"id":{"type":"string","required":true,"visibility":"user-or-llm","description":"Unique identifier of the activity"}}},"thrive_get_assignment":{"id":"thrive_get_assignment","name":"Thrive Get Assignment","description":"Get a single compliance assignment in Thrive by its ID.","version":"1.0.0","params":{"tenantId":{"type":"string","required":true,"visibility":"user-only","description":"Thrive Tenant ID (used as the Basic auth username)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Thrive API key (used as the Basic auth password)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Region-specific API host"},"assignmentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The assignment ID"}}},"thrive_get_audience":{"id":"thrive_get_audience","name":"Thrive Get Audience","description":"Get a single audience or structure in Thrive by id or reference.","version":"1.0.0","params":{"tenantId":{"type":"string","required":true,"visibility":"user-only","description":"Thrive Tenant ID (used as the Basic auth username)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Thrive API key (used as the Basic auth password)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Region-specific API host"},"audienceId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The audience id or audience reference"}}},"thrive_get_completion":{"id":"thrive_get_completion","name":"Thrive Get Completion","description":"Get a single learning completion record in Thrive by its ID.","version":"1.0.0","params":{"tenantId":{"type":"string","required":true,"visibility":"user-only","description":"Thrive Tenant ID (used as the Basic auth username)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Thrive API key (used as the Basic auth password)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Region-specific API host"},"id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The completion ID"}}},"thrive_get_content":{"id":"thrive_get_content","name":"Thrive Get Content","description":"Get a single content record in Thrive by its ID.","version":"1.0.0","params":{"tenantId":{"type":"string","required":true,"visibility":"user-only","description":"Thrive Tenant ID (used as the Basic auth username)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Thrive API key (used as the Basic auth password)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Region-specific API host"},"id":{"type":"string","required":true,"visibility":"user-or-llm","description":"Unique identifier of the content item"}}},"thrive_get_cpd_category":{"id":"thrive_get_cpd_category","name":"Thrive Get CPD Category","description":"Get a single CPD category in Thrive by its ID.","version":"1.0.0","params":{"tenantId":{"type":"string","required":true,"visibility":"user-only","description":"Thrive Tenant ID (used as the Basic auth username)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Thrive API key (used as the Basic auth password)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Region-specific API host"},"categoryId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The CPD category ID"}}},"thrive_get_cpd_entry":{"id":"thrive_get_cpd_entry","name":"Thrive Get CPD Entry","description":"Get a single CPD log entry in Thrive by its ID.","version":"1.0.0","params":{"tenantId":{"type":"string","required":true,"visibility":"user-only","description":"Thrive Tenant ID (used as the Basic auth username)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Thrive API key (used as the Basic auth password)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Region-specific API host"},"logEntryId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The CPD log entry ID"}}},"thrive_get_cpd_requirement":{"id":"thrive_get_cpd_requirement","name":"Thrive Get CPD Requirement","description":"Get a single CPD requirement summary in Thrive by its ID.","version":"1.0.0","params":{"tenantId":{"type":"string","required":true,"visibility":"user-only","description":"Thrive Tenant ID (used as the Basic auth username)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Thrive API key (used as the Basic auth password)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Region-specific API host"},"audienceRequirementId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The CPD requirement ID"}}},"thrive_get_enrolment":{"id":"thrive_get_enrolment","name":"Thrive Get Enrolment","description":"Get a single enrolment for a compliance assignment in Thrive.","version":"1.0.0","params":{"tenantId":{"type":"string","required":true,"visibility":"user-only","description":"Thrive Tenant ID (used as the Basic auth username)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Thrive API key (used as the Basic auth password)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Region-specific API host"},"assignmentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The assignment ID"},"enrolmentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The enrolment ID"}}},"thrive_get_skill_levels":{"id":"thrive_get_skill_levels","name":"Thrive Get Skill Levels","description":"Get the available skill levels configured in Thrive.","version":"1.0.0","params":{"tenantId":{"type":"string","required":true,"visibility":"user-only","description":"Thrive Tenant ID (used as the Basic auth username)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Thrive API key (used as the Basic auth password)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Region-specific API host"}}},"thrive_get_tag":{"id":"thrive_get_tag","name":"Thrive Get Tag","description":"Get a single tag in Thrive by its ID.","version":"1.0.0","params":{"tenantId":{"type":"string","required":true,"visibility":"user-only","description":"Thrive Tenant ID (used as the Basic auth username)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Thrive API key (used as the Basic auth password)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Region-specific API host"},"tagId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The tag ID"}}},"thrive_get_user_by_id":{"id":"thrive_get_user_by_id","name":"Thrive Get User by ID","description":"Get a single user in Thrive by their ID and return basic user information.","version":"1.0.0","params":{"tenantId":{"type":"string","required":true,"visibility":"user-only","description":"Thrive Tenant ID (used as the Basic auth username)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Thrive API key (used as the Basic auth password)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Region-specific API host"},"id":{"type":"string","required":true,"visibility":"user-or-llm","description":"The user ID"}}},"thrive_get_user_by_ref":{"id":"thrive_get_user_by_ref","name":"Thrive Get User by Ref","description":"Get a single user in Thrive by their ref and return basic user information.","version":"1.0.0","params":{"tenantId":{"type":"string","required":true,"visibility":"user-only","description":"Thrive Tenant ID (used as the Basic auth username)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Thrive API key (used as the Basic auth password)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Region-specific API host"},"ref":{"type":"string","required":true,"visibility":"user-or-llm","description":"The user ref"}}},"thrive_list_assignments":{"id":"thrive_list_assignments","name":"Thrive List Assignments","description":"List compliance assignments in Thrive, optionally filtered by audience.","version":"1.0.0","params":{"tenantId":{"type":"string","required":true,"visibility":"user-only","description":"Thrive Tenant ID (used as the Basic auth username)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Thrive API key (used as the Basic auth password)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Region-specific API host"},"audienceId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by audience ID or audience reference"},"updatedSince":{"type":"string","required":false,"visibility":"user-or-llm","description":"Return only items updated on or after this date/time (ISO 8601)"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number for pagination (default 1)"},"perPage":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (1-100, default 100)"}}},"thrive_list_audience_managers":{"id":"thrive_list_audience_managers","name":"Thrive List Audience Managers","description":"List the managers of a Thrive audience.","version":"1.0.0","params":{"tenantId":{"type":"string","required":true,"visibility":"user-only","description":"Thrive Tenant ID (used as the Basic auth username)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Thrive API key (used as the Basic auth password)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Region-specific API host"},"audienceId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The audience id or audience reference"}}},"thrive_list_audience_members":{"id":"thrive_list_audience_members","name":"Thrive List Audience Members","description":"List the members of a Thrive audience with pagination.","version":"1.0.0","params":{"tenantId":{"type":"string","required":true,"visibility":"user-only","description":"Thrive Tenant ID (used as the Basic auth username)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Thrive API key (used as the Basic auth password)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Region-specific API host"},"audienceId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The audience id or audience reference"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number for pagination (default 1)"},"perPage":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (1-1000, default 100)"}}},"thrive_list_audiences":{"id":"thrive_list_audiences","name":"Thrive List Audiences","description":"List audiences and structures in Thrive with pagination.","version":"1.0.0","params":{"tenantId":{"type":"string","required":true,"visibility":"user-only","description":"Thrive Tenant ID (used as the Basic auth username)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Thrive API key (used as the Basic auth password)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Region-specific API host"},"apiControlled":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Filter to only return audiences which are / are not API controlled"},"updatedSince":{"type":"string","required":false,"visibility":"user-or-llm","description":"Return only audiences updated on or after this date/time (ISO 8601)"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number for pagination (default 1)"},"perPage":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (1-1000, default 100)"}}},"thrive_list_completions":{"id":"thrive_list_completions","name":"Thrive List Completions","description":"List learning completion records in Thrive, optionally filtered by user or content.","version":"1.0.0","params":{"tenantId":{"type":"string","required":true,"visibility":"user-only","description":"Thrive Tenant ID (used as the Basic auth username)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Thrive API key (used as the Basic auth password)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Region-specific API host"},"contentId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by content"},"isRPL":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Filter by completions imported via Recognition of Prior Learning (RPL)"},"userId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by user"},"completedDateRangeStart":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by completedDate (completedDate >= this date/date-time)"},"completedDateRangeEnd":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by completedDate (completedDate <= this date/date-time)"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number for pagination (default 1)"},"perPage":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (1-1000, default 1000)"}}},"thrive_list_enrolments":{"id":"thrive_list_enrolments","name":"Thrive List Enrolments","description":"List enrolments for a compliance assignment in Thrive.","version":"1.0.0","params":{"tenantId":{"type":"string","required":true,"visibility":"user-only","description":"Thrive Tenant ID (used as the Basic auth username)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Thrive API key (used as the Basic auth password)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Region-specific API host"},"assignmentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The assignment ID"},"updatedAtFrom":{"type":"string","required":false,"visibility":"user-or-llm","description":"Start date to filter enrolments from (ISO 8601)"},"updatedAtTo":{"type":"string","required":false,"visibility":"user-or-llm","description":"Date to filter enrolments up to (ISO 8601). Requires updatedAtFrom."},"status":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by enrolment status: archived, complete, open, overdue, scheduled, or unassigned"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number for pagination (default 1)"},"perPage":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (1-100, default 100)"}}},"thrive_list_tags":{"id":"thrive_list_tags","name":"Thrive List Tags","description":"List tags in Thrive and return tag information with pagination.","version":"1.0.0","params":{"tenantId":{"type":"string","required":true,"visibility":"user-only","description":"Thrive Tenant ID (used as the Basic auth username)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Thrive API key (used as the Basic auth password)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Region-specific API host"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number for pagination (default 1)"},"perPage":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (1-1000, default 100)"},"updatedSince":{"type":"string","required":false,"visibility":"user-or-llm","description":"Return only tags updated on or after this date/time (ISO 8601)"}}},"thrive_query_activities":{"id":"thrive_query_activities","name":"Thrive Query Activities","description":"Query activity records in Thrive with pagination and filtering options.","version":"1.0.0","params":{"tenantId":{"type":"string","required":true,"visibility":"user-only","description":"Thrive Tenant ID (used as the Basic auth username)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Thrive API key (used as the Basic auth password)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Region-specific API host"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number for pagination (default 1)"},"perPage":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (1-1000, default 20)"},"actions":{"type":"string","required":false,"visibility":"user-or-llm","description":"comma-separated activity types e.g. viewed,completed"},"omitActions":{"type":"string","required":false,"visibility":"user-or-llm","description":"comma-separated activity types e.g. viewed,completed"},"contentIds":{"type":"string","required":false,"visibility":"user-or-llm","description":"comma-separated content IDs"},"contentType":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by content type"},"timestampFrom":{"type":"string","required":false,"visibility":"user-or-llm","description":"format YYYY-MM-DD hh:mm:ss"},"timestampTo":{"type":"string","required":false,"visibility":"user-or-llm","description":"format YYYY-MM-DD hh:mm:ss"}}},"thrive_query_content":{"id":"thrive_query_content","name":"Thrive Query Content","description":"Query content records in Thrive with pagination and filtering options.","version":"1.0.0","params":{"tenantId":{"type":"string","required":true,"visibility":"user-only","description":"Thrive Tenant ID (used as the Basic auth username)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Thrive API key (used as the Basic auth password)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Region-specific API host"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number for pagination (default 1)"},"perPage":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (1-1000, default 20)"},"types":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated content types (article, assessment, broadcast, cmi5, elearning, event, file, pathway, question, quiz, scorm, url, video, mixed). If both set, omitTypes is ignored."},"omitTypes":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated content types (article, assessment, broadcast, cmi5, elearning, event, file, pathway, question, quiz, scorm, url, video, mixed). If both set, omitTypes is ignored."},"updatedSince":{"type":"string","required":false,"visibility":"user-or-llm","description":"Return only items updated on or after this date/time (ISO 8601)"}}},"thrive_query_cpd_categories":{"id":"thrive_query_cpd_categories","name":"Thrive Query CPD Categories","description":"Query CPD categories in Thrive and return results with pagination.","version":"1.0.0","params":{"tenantId":{"type":"string","required":true,"visibility":"user-only","description":"Thrive Tenant ID (used as the Basic auth username)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Thrive API key (used as the Basic auth password)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Region-specific API host"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number for pagination (default 1)"},"perPage":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (1-1000, default 100)"},"updatedSince":{"type":"string","required":false,"visibility":"user-or-llm","description":"Return only items updated on or after this date/time (ISO 8601)"}}},"thrive_query_cpd_entries":{"id":"thrive_query_cpd_entries","name":"Thrive Query CPD Entries","description":"Query CPD log entries in Thrive and return results with pagination.","version":"1.0.0","params":{"tenantId":{"type":"string","required":true,"visibility":"user-only","description":"Thrive Tenant ID (used as the Basic auth username)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Thrive API key (used as the Basic auth password)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Region-specific API host"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number for pagination (default 1)"},"perPage":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (1-1000, default 100)"},"entryDateFrom":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter entries after this date (format YYYY-MM-DD hh:mm:ss)"},"entryDateTo":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter entries before this date (format YYYY-MM-DD hh:mm:ss)"}}},"thrive_query_cpd_requirements":{"id":"thrive_query_cpd_requirements","name":"Thrive Query CPD Requirements","description":"Query CPD requirement summaries in Thrive and return results with pagination.","version":"1.0.0","params":{"tenantId":{"type":"string","required":true,"visibility":"user-only","description":"Thrive Tenant ID (used as the Basic auth username)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Thrive API key (used as the Basic auth password)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Region-specific API host"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number for pagination (default 1)"},"perPage":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (1-1000, default 100)"},"updatedSince":{"type":"string","required":false,"visibility":"user-or-llm","description":"Return only items updated on or after this date/time (ISO 8601)"}}},"thrive_query_cpd_user_summaries":{"id":"thrive_query_cpd_user_summaries","name":"Thrive Query CPD User Summaries","description":"Query CPD user log summaries in Thrive and return results with pagination.","version":"1.0.0","params":{"tenantId":{"type":"string","required":true,"visibility":"user-only","description":"Thrive Tenant ID (used as the Basic auth username)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Thrive API key (used as the Basic auth password)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Region-specific API host"},"entryDateFrom":{"type":"string","required":true,"visibility":"user-or-llm","description":"Filter entries after this date (format YYYY-MM-DDThh:mm:ss)"},"entryDateTo":{"type":"string","required":true,"visibility":"user-or-llm","description":"Filter entries before this date (format YYYY-MM-DDThh:mm:ss)"},"userIds":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated user IDs to filter by"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number for pagination (default 1)"},"perPage":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (1-1000, default 100)"}}},"thrive_remove_audience_manager":{"id":"thrive_remove_audience_manager","name":"Thrive Remove Audience Manager","description":"Remove a single manager from a Thrive audience.","version":"1.0.0","params":{"tenantId":{"type":"string","required":true,"visibility":"user-only","description":"Thrive Tenant ID (used as the Basic auth username)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Thrive API key (used as the Basic auth password)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Region-specific API host"},"audienceId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The audience id or audience reference"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The user email, ref, or id to remove as a manager"}}},"thrive_remove_audience_member":{"id":"thrive_remove_audience_member","name":"Thrive Remove Audience Member","description":"Remove a single member from a Thrive audience.","version":"1.0.0","params":{"tenantId":{"type":"string","required":true,"visibility":"user-only","description":"Thrive Tenant ID (used as the Basic auth username)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Thrive API key (used as the Basic auth password)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Region-specific API host"},"audienceId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The audience id or audience reference"},"userRef":{"type":"string","required":true,"visibility":"user-or-llm","description":"The user email, ref, or id to remove"}}},"thrive_remove_user_tags":{"id":"thrive_remove_user_tags","name":"Thrive Remove User Tags","description":"Remove one or more tags from a learner in Thrive.","version":"1.0.0","params":{"tenantId":{"type":"string","required":true,"visibility":"user-only","description":"Thrive Tenant ID (used as the Basic auth username)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Thrive API key (used as the Basic auth password)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Region-specific API host"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The learner ID"},"tags":{"type":"string","required":true,"visibility":"user-or-llm","description":"JSON array of tag names to remove (1-100). Example: [\\"leadership\\"]"}}},"thrive_replace_audience_managers":{"id":"thrive_replace_audience_managers","name":"Thrive Replace Audience Managers","description":"Replace a Thrive audience\'s entire manager list with the given managers (does not support an empty array).","version":"1.0.0","params":{"tenantId":{"type":"string","required":true,"visibility":"user-only","description":"Thrive Tenant ID (used as the Basic auth username)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Thrive API key (used as the Basic auth password)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Region-specific API host"},"audienceId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The audience id or audience reference"},"managers":{"type":"string","required":true,"visibility":"user-or-llm","description":"JSON array of manager objects that replaces the whole manager list (1-100, no empty array). Each: {\\"reference\\":\\"user@example.com\\",\\"permissions\\":{\\"audienceManager\\":{\\"manageContent\\":true,\\"assignments\\":true},\\"peopleManager\\":{\\"canViewLearnPage\\":true,\\"insights\\":false,\\"manage\\":false},\\"administrator\\":{\\"canAddAudienceManagers\\":false}}}"}}},"thrive_replace_audience_members":{"id":"thrive_replace_audience_members","name":"Thrive Replace Audience Members","description":"Replace a Thrive audience\'s entire members list with the given users (does not support an empty array).","version":"1.0.0","params":{"tenantId":{"type":"string","required":true,"visibility":"user-only","description":"Thrive Tenant ID (used as the Basic auth username)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Thrive API key (used as the Basic auth password)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Region-specific API host"},"audienceId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The audience id or audience reference"},"users":{"type":"string","required":true,"visibility":"user-or-llm","description":"JSON array of user emails/refs/ids that replaces the whole members list (1-100, no empty array). Example: [\\"user@example.com\\"]"}}},"thrive_search_users":{"id":"thrive_search_users","name":"Thrive Search Users","description":"Search users in Thrive and return basic user information with pagination.","version":"1.0.0","params":{"tenantId":{"type":"string","required":true,"visibility":"user-only","description":"Thrive Tenant ID (used as the Basic auth username)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Thrive API key (used as the Basic auth password)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Region-specific API host"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number for pagination (default 1)"},"perPage":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of results per page (1-1000, default 100)"},"updatedSince":{"type":"string","required":false,"visibility":"user-or-llm","description":"Return only users updated on or after this date/time (ISO 8601)"},"statuses":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated statuses to include: active, inactive, expired, new"},"omitStatuses":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated statuses to exclude: active, inactive, expired, new"},"status":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by a single status: active, inactive, expired, or new"}}},"thrive_suspend_user":{"id":"thrive_suspend_user","name":"Thrive Suspend User","description":"Suspend a user in Thrive by ref, marking the account inactive.","version":"1.0.0","params":{"tenantId":{"type":"string","required":true,"visibility":"user-only","description":"Thrive Tenant ID (used as the Basic auth username)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Thrive API key (used as the Basic auth password)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Region-specific API host"},"ref":{"type":"string","required":true,"visibility":"user-or-llm","description":"The user ref to suspend"},"endDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"The date this individual left your organisation (ISO 8601)"}}},"thrive_update_assignment":{"id":"thrive_update_assignment","name":"Thrive Update Assignment","description":"Update a compliance assignment in Thrive.","version":"1.0.0","params":{"tenantId":{"type":"string","required":true,"visibility":"user-only","description":"Thrive Tenant ID (used as the Basic auth username)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Thrive API key (used as the Basic auth password)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Region-specific API host"},"assignmentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The assignment ID"},"audienceId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The audience ID"},"contentId":{"type":"string","required":false,"visibility":"user-or-llm","description":"The content ID for the primary content"},"completionPeriod":{"type":"number","required":false,"visibility":"user-or-llm","description":"The number of days required to complete the assignment"},"recurrence":{"type":"number","required":false,"visibility":"user-or-llm","description":"The number of days until the assignment will reoccur"},"alternativeContentIds":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON array of content IDs that can also complete the assignment"}}},"thrive_update_audience":{"id":"thrive_update_audience","name":"Thrive Update Audience","description":"Update an audience in Thrive, optionally moving it to a new parent.","version":"1.0.0","params":{"tenantId":{"type":"string","required":true,"visibility":"user-only","description":"Thrive Tenant ID (used as the Basic auth username)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Thrive API key (used as the Basic auth password)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Region-specific API host"},"audienceId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The audience id or audience reference"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"The name of the audience (max 100 characters)"},"reference":{"type":"string","required":false,"visibility":"user-or-llm","description":"The external reference for the audience (max 100 characters)"},"parentId":{"type":"string","required":false,"visibility":"user-or-llm","description":"The id of the parent audience/structure to move the audience to"}}},"thrive_update_user":{"id":"thrive_update_user","name":"Thrive Update User","description":"Update an existing user in Thrive by ref. Only the fields provided are changed.","version":"1.0.0","params":{"tenantId":{"type":"string","required":true,"visibility":"user-only","description":"Thrive Tenant ID (used as the Basic auth username)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Thrive API key (used as the Basic auth password)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Region-specific API host"},"ref":{"type":"string","required":true,"visibility":"user-or-llm","description":"The user ref to update"},"firstName":{"type":"string","required":false,"visibility":"user-or-llm","description":"The given name of the individual"},"lastName":{"type":"string","required":false,"visibility":"user-or-llm","description":"The family name of the individual"},"email":{"type":"string","required":false,"visibility":"user-or-llm","description":"The email address for the user"},"loginMethod":{"type":"string","required":false,"visibility":"user-or-llm","description":"How the user logs in: \'email\' or \'ref\'"},"role":{"type":"string","required":false,"visibility":"user-or-llm","description":"Role assigned: \'administrator\', \'learneradmin\', or \'learner\'"},"jobTitle":{"type":"string","required":false,"visibility":"user-or-llm","description":"Name of this individual\'s role in your organisation"},"managerRef":{"type":"string","required":false,"visibility":"user-or-llm","description":"Your organisation\'s unique identifier for this individual\'s line manager"},"startDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Date this individual started with your organisation (ISO 8601)"},"endDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Date this individual left your organisation (ISO 8601)"},"timeZone":{"type":"string","required":false,"visibility":"user-or-llm","description":"The user\'s preferred timezone"},"languageCode":{"type":"string","required":false,"visibility":"user-or-llm","description":"The user\'s preferred language (e.g. \'en-gb\')"},"sso":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Whether the account is managed by an authentication provider"},"domain":{"type":"string","required":false,"visibility":"user-or-llm","description":"Domain this individual is associated with"},"additionalFields":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON object of custom field key-value pairs. Example: {\\"department\\":\\"Sales\\"}"}}},"thrive_update_user_skills":{"id":"thrive_update_user_skills","name":"Thrive Update User Skills","description":"Update skills and levels for a learner in Thrive.","version":"1.0.0","params":{"tenantId":{"type":"string","required":true,"visibility":"user-only","description":"Thrive Tenant ID (used as the Basic auth username)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Thrive API key (used as the Basic auth password)"},"host":{"type":"string","required":false,"visibility":"user-only","description":"Region-specific API host"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The learner ID"},"skills":{"type":"string","required":true,"visibility":"user-or-llm","description":"JSON array of skill objects (1-100). Each: {\\"tagName\\":\\"leadership\\",\\"level\\":1,\\"targetLevel\\":3}. level/targetLevel optional (min -1)."}}},"tiktok_get_post_status":{"id":"tiktok_get_post_status","name":"TikTok Get Post Status","description":"Check the status of a video draft upload. Use the publishId returned from Upload Video Draft to track progress.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"TikTok OAuth access token"},"publishId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The publish ID returned from a post/upload tool."}},"oauth":{"required":true,"provider":"tiktok","requiredScopes":["video.upload"]}},"tiktok_get_user":{"id":"tiktok_get_user","name":"TikTok Get User","description":"Get the authenticated TikTok user profile information including display name, avatar, bio, follower count, and video statistics.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"TikTok OAuth access token"},"fields":{"type":"string","required":false,"visibility":"user-or-llm","default":"open_id,union_id,avatar_url,avatar_large_url,display_name,bio_description,profile_deep_link,is_verified,username,follower_count,following_count,likes_count,video_count","description":"Comma-separated allowlisted fields to return. open_id and display_name are always included. Available: open_id, union_id, avatar_url, avatar_large_url, display_name, bio_description, profile_deep_link, is_verified, username, follower_count, following_count, likes_count, video_count. Include avatar_url or avatar_large_url to receive avatarFile."}},"oauth":{"required":true,"provider":"tiktok","requiredScopes":["user.info.basic","user.info.profile","user.info.stats"]}},"tiktok_list_videos":{"id":"tiktok_list_videos","name":"TikTok List Videos","description":"Get a list of the authenticated user\'s TikTok videos with cover images, titles, and metadata. Supports pagination.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"TikTok OAuth access token"},"maxCount":{"type":"number","required":false,"visibility":"user-or-llm","default":10,"description":"Maximum number of videos to return (1-20)"},"cursor":{"type":"number","required":false,"visibility":"user-or-llm","description":"Cursor for pagination (from previous response)"}},"oauth":{"required":true,"provider":"tiktok","requiredScopes":["video.list"]}},"tiktok_query_videos":{"id":"tiktok_query_videos","name":"TikTok Query Videos","description":"Query specific TikTok videos by their IDs to get fresh metadata including cover images, embed links, and video details.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"TikTok OAuth access token"},"videoIds":{"type":"array","required":true,"visibility":"user-or-llm","description":"Array of video IDs to query (maximum 20)","items":{"type":"string","description":"TikTok video ID"}}},"oauth":{"required":true,"provider":"tiktok","requiredScopes":["video.list"]}},"tiktok_upload_video_draft":{"id":"tiktok_upload_video_draft","name":"TikTok Upload Video Draft","description":"Send an uploaded video to the authenticated user\'s TikTok inbox for manual editing and posting. The user must open TikTok and tap the inbox notification to complete the post. Rate limit: 6 requests per minute per user.","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"TikTok OAuth access token"},"file":{"type":"file","required":true,"visibility":"user-only","description":"Video file to upload from the workflow. Maximum size: 250 MB."}},"oauth":{"required":true,"provider":"tiktok","requiredScopes":["video.upload"]}},"tinybird_append_datasource":{"id":"tinybird_append_datasource","name":"Tinybird Append Data Source","description":"Append data to a Tinybird Data Source from a remote file URL (CSV, NDJSON, Parquet).","version":"1.0.0","params":{"base_url":{"type":"string","required":true,"visibility":"user-only","description":"Tinybird API base URL (e.g., https://api.tinybird.co)"},"datasource":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name of the existing Data Source to append to. Example: \\"events_raw\\""},"url":{"type":"string","required":true,"visibility":"user-or-llm","description":"Publicly accessible URL of the file to append. Example: \\"https://example.com/data.csv\\""},"format":{"type":"string","required":false,"visibility":"user-only","description":"Format of the source file: \\"csv\\" (default), \\"ndjson\\", or \\"parquet\\""},"token":{"type":"string","required":true,"visibility":"user-only","description":"Tinybird API Token with DATASOURCES:APPEND or DATASOURCES:CREATE scope"}}},"tinybird_delete_datasource_rows":{"id":"tinybird_delete_datasource_rows","name":"Tinybird Delete Data Source Rows","description":"Delete rows from a Tinybird Data Source matching a SQL condition.","version":"1.0.0","params":{"base_url":{"type":"string","required":true,"visibility":"user-only","description":"Tinybird API base URL (e.g., https://api.tinybird.co)"},"datasource":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name of the Data Source to delete rows from. Example: \\"events_raw\\""},"delete_condition":{"type":"string","required":true,"visibility":"user-or-llm","description":"SQL WHERE-clause condition selecting the rows to delete. Example: \\"country = \'ES\'\\" or \\"event_date < \'2024-01-01\'\\""},"dry_run":{"type":"boolean","required":false,"visibility":"user-only","description":"When true, returns how many rows would be deleted without deleting them. Defaults to false."},"token":{"type":"string","required":true,"visibility":"user-only","description":"Tinybird API Token with DATASOURCES:CREATE scope"}}},"tinybird_events":{"id":"tinybird_events","name":"Tinybird Events","description":"Send events to a Tinybird Data Source using the Events API. 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Defaults to UTC"},"externalId":{"type":"string","required":false,"visibility":"user-or-llm","description":"External identifier to associate with the schedule (e.g., a user ID)"},"deduplicationKey":{"type":"string","required":true,"visibility":"user-or-llm","description":"Key that prevents duplicate schedules; creating again with the same key updates the existing schedule"}}},"trigger_dev_create_waitpoint_token":{"id":"trigger_dev_create_waitpoint_token","name":"Trigger.dev Create Waitpoint Token","description":"Create a Trigger.dev waitpoint token that a task can wait on until it is completed from outside (e.g., a human approval).","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Trigger.dev secret API key (starts with tr_)"},"timeout":{"type":"string","required":false,"visibility":"user-or-llm","description":"How long before the token times out, as a duration (\\"30s\\", \\"1m\\", \\"2h\\", \\"3d\\") or an ISO 8601 date"},"idempotencyKey":{"type":"string","required":false,"visibility":"user-or-llm","description":"Idempotency key; passing the same key before it expires returns the original token"},"idempotencyKeyTTL":{"type":"string","required":false,"visibility":"user-or-llm","description":"How long the idempotency key is valid, as a duration (\\"30s\\", \\"1m\\", \\"2h\\", \\"3d\\")"},"tags":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated tags to attach to the waitpoint (max 10, each under 128 characters)"}}},"trigger_dev_deactivate_schedule":{"id":"trigger_dev_deactivate_schedule","name":"Trigger.dev Deactivate Schedule","description":"Deactivate an imperative Trigger.dev schedule so it stops triggering its task.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Trigger.dev secret API key (starts with tr_)"},"scheduleId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the schedule to deactivate (starts with sched_)"}}},"trigger_dev_delete_env_var":{"id":"trigger_dev_delete_env_var","name":"Trigger.dev Delete Env Var","description":"Delete an environment variable from a Trigger.dev project environment.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Trigger.dev secret API key (starts with tr_)"},"projectRef":{"type":"string","required":true,"visibility":"user-or-llm","description":"External ref of the project, from the project settings (starts with proj_)"},"environment":{"type":"string","required":true,"visibility":"user-or-llm","description":"Environment the variable belongs to: dev, staging, or prod"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name of the environment variable to delete (e.g., \\"SLACK_API_KEY\\")"}}},"trigger_dev_delete_schedule":{"id":"trigger_dev_delete_schedule","name":"Trigger.dev Delete Schedule","description":"Delete an imperative Trigger.dev schedule by its ID.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Trigger.dev secret API key (starts with tr_)"},"scheduleId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the schedule to delete (starts with sched_)"}}},"trigger_dev_execute_query":{"id":"trigger_dev_execute_query","name":"Trigger.dev Execute Query","description":"Execute a TRQL (SQL-like) query against Trigger.dev run data for reporting and analytics.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Trigger.dev secret API key (starts with tr_)"},"query":{"type":"string","required":true,"visibility":"user-or-llm","description":"TRQL query to execute (e.g., \\"SELECT run_id, status, triggered_at FROM runs WHERE status = \'Failed\' LIMIT 10\\")"},"scope":{"type":"string","required":false,"visibility":"user-or-llm","description":"Scope of data to query: environment (default), project, or organization"},"period":{"type":"string","required":false,"visibility":"user-or-llm","description":"Time period shorthand (e.g., \\"1h\\", \\"7d\\", \\"30d\\"). Cannot be combined with from/to"},"from":{"type":"string","required":false,"visibility":"user-or-llm","description":"Start of the time range as an ISO 8601 timestamp. Must be used with \\"to\\""},"to":{"type":"string","required":false,"visibility":"user-or-llm","description":"End of the time range as an ISO 8601 timestamp. Must be used with \\"from\\""},"format":{"type":"string","required":false,"visibility":"user-or-llm","description":"Response format: \\"json\\" (default) for structured rows or \\"csv\\" for a CSV string"}}},"trigger_dev_get_batch":{"id":"trigger_dev_get_batch","name":"Trigger.dev Get Batch","description":"Retrieve a Trigger.dev batch by its ID, including its status, run IDs, and success and failure counts.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Trigger.dev secret API key (starts with tr_)"},"batchId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the batch to retrieve (starts with batch_)"}}},"trigger_dev_get_batch_results":{"id":"trigger_dev_get_batch_results","name":"Trigger.dev Get Batch Results","description":"Retrieve the execution results of every run in a Trigger.dev batch, including outputs and error details.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Trigger.dev secret API key (starts with tr_)"},"batchId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the batch to retrieve results for (starts with batch_)"}}},"trigger_dev_get_deployment":{"id":"trigger_dev_get_deployment","name":"Trigger.dev Get Deployment","description":"Retrieve a Trigger.dev deployment by its ID, including its status, version, and registered tasks.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Trigger.dev secret API key (starts with tr_)"},"deploymentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the deployment to retrieve"}}},"trigger_dev_get_env_var":{"id":"trigger_dev_get_env_var","name":"Trigger.dev Get Env Var","description":"Retrieve an environment variable from a Trigger.dev project environment. The value is returned in plaintext and will appear in workflow outputs and run history.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Trigger.dev secret API key (starts with tr_)"},"projectRef":{"type":"string","required":true,"visibility":"user-or-llm","description":"External ref of the project, from the project settings (starts with proj_)"},"environment":{"type":"string","required":true,"visibility":"user-or-llm","description":"Environment to read the variable from: dev, staging, or prod"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Name of the environment variable (e.g., \\"SLACK_API_KEY\\")"}}},"trigger_dev_get_latest_deployment":{"id":"trigger_dev_get_latest_deployment","name":"Trigger.dev Get Latest Deployment","description":"Retrieve the latest Trigger.dev deployment in the environment of the API key.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Trigger.dev secret API key (starts with tr_)"}}},"trigger_dev_get_query_schema":{"id":"trigger_dev_get_query_schema","name":"Trigger.dev Get Query Schema","description":"Retrieve the TRQL query schema: the tables and columns available for Execute Query, with types and allowed values.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Trigger.dev secret API key (starts with tr_)"}}},"trigger_dev_get_queue":{"id":"trigger_dev_get_queue","name":"Trigger.dev Get Queue","description":"Retrieve a Trigger.dev queue by ID, task identifier, or custom queue name, including its running and queued counts.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Trigger.dev secret API key (starts with tr_)"},"queueName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Queue ID (starts with queue_), task identifier, or custom queue name, depending on the queue type"},"queueType":{"type":"string","required":false,"visibility":"user-or-llm","description":"How to interpret the queue name: \\"id\\" (default) for a queue ID, \\"task\\" for a task identifier, or \\"custom\\" for a custom queue name"}}},"trigger_dev_get_run":{"id":"trigger_dev_get_run","name":"Trigger.dev Get Run","description":"Retrieve a Trigger.dev run by its ID, including status, payload, output, attempts, and timing details.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Trigger.dev secret API key (starts with tr_)"},"runId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the run to retrieve (starts with run_)"}}},"trigger_dev_get_run_events":{"id":"trigger_dev_get_run_events","name":"Trigger.dev Get Run Events","description":"Retrieve the log and span events of a Trigger.dev run, including messages, levels, durations, and error events.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Trigger.dev secret API key (starts with tr_)"},"runId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the run to retrieve events for (starts with run_)"}}},"trigger_dev_get_run_result":{"id":"trigger_dev_get_run_result","name":"Trigger.dev Get Run Result","description":"Retrieve the result of a Trigger.dev run: whether it succeeded, its output, and error details. Lighter than Get Run when only the outcome is needed.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Trigger.dev secret API key (starts with tr_)"},"runId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the run to retrieve the result for (starts with run_)"}}},"trigger_dev_get_run_trace":{"id":"trigger_dev_get_run_trace","name":"Trigger.dev Get Run Trace","description":"Retrieve the OpenTelemetry trace of a Trigger.dev run as a tree of spans with timing, errors, and nested children.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Trigger.dev secret API key (starts with tr_)"},"runId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the run to retrieve the trace for (starts with run_)"}}},"trigger_dev_get_schedule":{"id":"trigger_dev_get_schedule","name":"Trigger.dev Get Schedule","description":"Retrieve a Trigger.dev schedule by its ID.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Trigger.dev secret API key (starts with tr_)"},"scheduleId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the schedule to retrieve (starts with sched_)"}}},"trigger_dev_get_waitpoint_token":{"id":"trigger_dev_get_waitpoint_token","name":"Trigger.dev Get Waitpoint Token","description":"Retrieve a Trigger.dev waitpoint token by its ID, including its status, timeout, and completion data.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Trigger.dev secret API key (starts with tr_)"},"waitpointId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the waitpoint token to retrieve (starts with waitpoint_)"}}},"trigger_dev_import_env_vars":{"id":"trigger_dev_import_env_vars","name":"Trigger.dev Import Env Vars","description":"Upload multiple environment variables to a Trigger.dev project environment in one request.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Trigger.dev secret API key (starts with tr_)"},"projectRef":{"type":"string","required":true,"visibility":"user-or-llm","description":"External ref of the project, from the project settings (starts with proj_)"},"environment":{"type":"string","required":true,"visibility":"user-or-llm","description":"Environment to upload the variables to: dev, staging, or prod"},"variables":{"type":"json","required":true,"visibility":"user-only","description":"JSON array of environment variables to upload. Example: [{\\"name\\": \\"SLACK_API_KEY\\", \\"value\\": \\"slack_123\\"}]"},"override":{"type":"string","required":false,"visibility":"user-or-llm","description":"Whether to override existing variables: \\"true\\" or \\"false\\" (default false)"}}},"trigger_dev_list_deployments":{"id":"trigger_dev_list_deployments","name":"Trigger.dev List Deployments","description":"List Trigger.dev deployments in the environment of the API key, with optional status and creation-time filters.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Trigger.dev secret API key (starts with tr_)"},"status":{"type":"string","required":false,"visibility":"user-or-llm","description":"Deployment status to filter by: PENDING, BUILDING, DEPLOYING, DEPLOYED, FAILED, CANCELED, or TIMED_OUT"},"period":{"type":"string","required":false,"visibility":"user-or-llm","description":"Only return deployments created in the given period (e.g., \\"1h\\", \\"7d\\")"},"from":{"type":"string","required":false,"visibility":"user-or-llm","description":"Only return deployments created on or after this ISO 8601 timestamp"},"to":{"type":"string","required":false,"visibility":"user-or-llm","description":"Only return deployments created on or before this ISO 8601 timestamp"},"pageSize":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of deployments per page (5 to 100, default 20)"},"pageAfter":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor to start the page after, from the previous response pagination"}}},"trigger_dev_list_env_vars":{"id":"trigger_dev_list_env_vars","name":"Trigger.dev List Env Vars","description":"List the environment variables of a Trigger.dev project environment. Values are returned in plaintext and will appear in workflow outputs and run history — scope this operation carefully.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Trigger.dev secret API key (starts with tr_)"},"projectRef":{"type":"string","required":true,"visibility":"user-or-llm","description":"External ref of the project, from the project settings (starts with proj_)"},"environment":{"type":"string","required":true,"visibility":"user-or-llm","description":"Environment to list variables for: dev, staging, or prod"}}},"trigger_dev_list_queues":{"id":"trigger_dev_list_queues","name":"Trigger.dev List Queues","description":"List the queues in the environment of the API key, including running and queued counts, with page-based pagination.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Trigger.dev secret API key (starts with tr_)"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number to return (default 1)"},"perPage":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of queues per page"}}},"trigger_dev_list_runs":{"id":"trigger_dev_list_runs","name":"Trigger.dev List Runs","description":"List Trigger.dev runs in the environment of the API key, with optional filters for status, task, version, tags, schedule, and creation time.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Trigger.dev secret API key (starts with tr_)"},"status":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated run statuses to filter by: PENDING_VERSION, DELAYED, QUEUED, EXECUTING, REATTEMPTING, FROZEN, COMPLETED, CANCELED, FAILED, CRASHED, INTERRUPTED, SYSTEM_FAILURE"},"taskIdentifier":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated task identifiers to filter by"},"version":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated worker versions to filter by (e.g., \\"20240101.1\\")"},"tag":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated tags to filter by"},"schedule":{"type":"string","required":false,"visibility":"user-or-llm","description":"Schedule ID to filter by (starts with sched_)"},"isTest":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by test runs: \\"true\\" for only test runs, \\"false\\" to exclude them"},"period":{"type":"string","required":false,"visibility":"user-or-llm","description":"Only return runs created in the given period (e.g., \\"1h\\", \\"7d\\")"},"from":{"type":"string","required":false,"visibility":"user-or-llm","description":"Only return runs created on or after this ISO 8601 timestamp"},"to":{"type":"string","required":false,"visibility":"user-or-llm","description":"Only return runs created on or before this ISO 8601 timestamp"},"pageSize":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of runs per page (max 100, default 25)"},"pageAfter":{"type":"string","required":false,"visibility":"user-or-llm","description":"Run ID to start the page after, for forward pagination"},"pageBefore":{"type":"string","required":false,"visibility":"user-or-llm","description":"Run ID to start the page before, for backward pagination"}}},"trigger_dev_list_schedules":{"id":"trigger_dev_list_schedules","name":"Trigger.dev List Schedules","description":"List Trigger.dev schedules in the project, with page-based pagination.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Trigger.dev secret API key (starts with tr_)"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number to return (default 1)"},"perPage":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of schedules per page"}}},"trigger_dev_list_timezones":{"id":"trigger_dev_list_timezones","name":"Trigger.dev List Timezones","description":"List the IANA timezones supported by Trigger.dev schedules, for use as the timezone of a cron schedule.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Trigger.dev secret API key (starts with tr_)"},"excludeUtc":{"type":"string","required":false,"visibility":"user-or-llm","description":"Set to \\"true\\" to exclude UTC from the returned timezones"}}},"trigger_dev_list_waitpoint_tokens":{"id":"trigger_dev_list_waitpoint_tokens","name":"Trigger.dev List Waitpoint Tokens","description":"List Trigger.dev waitpoint tokens in the environment of the API key, with optional status, tag, and creation-time filters.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Trigger.dev secret API key (starts with tr_)"},"status":{"type":"string","required":false,"visibility":"user-or-llm","description":"Waitpoint status to filter by: WAITING, COMPLETED, or TIMED_OUT"},"idempotencyKey":{"type":"string","required":false,"visibility":"user-or-llm","description":"Idempotency key to filter by"},"tags":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated tags to filter by"},"period":{"type":"string","required":false,"visibility":"user-or-llm","description":"Only return tokens created in the given period (e.g., \\"1h\\", \\"7d\\")"},"from":{"type":"string","required":false,"visibility":"user-or-llm","description":"Only return tokens created on or after this ISO 8601 timestamp"},"to":{"type":"string","required":false,"visibility":"user-or-llm","description":"Only return tokens created on or before this ISO 8601 timestamp"},"pageSize":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of tokens per page (max 100)"},"pageAfter":{"type":"string","required":false,"visibility":"user-or-llm","description":"Waitpoint ID to start the page after, for forward pagination"},"pageBefore":{"type":"string","required":false,"visibility":"user-or-llm","description":"Waitpoint ID to start the page before, for backward pagination"}}},"trigger_dev_override_queue_concurrency":{"id":"trigger_dev_override_queue_concurrency","name":"Trigger.dev Override Queue Concurrency","description":"Override the concurrency limit of a Trigger.dev queue with a new value.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Trigger.dev secret API key (starts with tr_)"},"queueName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Queue ID (starts with queue_), task identifier, or custom queue name, depending on the queue type"},"queueType":{"type":"string","required":false,"visibility":"user-or-llm","description":"How to interpret the queue name: \\"id\\" (default) for a queue ID, \\"task\\" for a task identifier, or \\"custom\\" for a custom queue name"},"concurrencyLimit":{"type":"number","required":true,"visibility":"user-or-llm","description":"New concurrency limit for the queue (0 to 100000)"}}},"trigger_dev_pause_queue":{"id":"trigger_dev_pause_queue","name":"Trigger.dev Pause Queue","description":"Pause a Trigger.dev queue so no new runs start. Runs that are currently executing continue to completion.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Trigger.dev secret API key (starts with tr_)"},"queueName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Queue ID (starts with queue_), task identifier, or custom queue name, depending on the queue type"},"queueType":{"type":"string","required":false,"visibility":"user-or-llm","description":"How to interpret the queue name: \\"id\\" (default) for a queue ID, \\"task\\" for a task identifier, or \\"custom\\" for a custom queue name"}}},"trigger_dev_promote_deployment":{"id":"trigger_dev_promote_deployment","name":"Trigger.dev Promote Deployment","description":"Promote a Trigger.dev deployment version so new runs execute on it (e.g., to roll back to a previous version).","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Trigger.dev secret API key (starts with tr_)"},"version":{"type":"string","required":true,"visibility":"user-or-llm","description":"Deployment version to promote (e.g., \\"20250228.1\\")"}}},"trigger_dev_replay_run":{"id":"trigger_dev_replay_run","name":"Trigger.dev Replay Run","description":"Replay a Trigger.dev run, creating a new run with the same payload and options as the original.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Trigger.dev secret API key (starts with tr_)"},"runId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the run to replay (starts with run_)"}}},"trigger_dev_reschedule_run":{"id":"trigger_dev_reschedule_run","name":"Trigger.dev Reschedule Run","description":"Reschedule a delayed Trigger.dev run with a new delay. Only valid while the run is in the DELAYED state.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Trigger.dev secret API key (starts with tr_)"},"runId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the delayed run to reschedule (starts with run_)"},"delay":{"type":"string","required":true,"visibility":"user-or-llm","description":"New delay for the run, as a duration (\\"30m\\", \\"1h\\", \\"2d\\") or an ISO 8601 date to delay until"}}},"trigger_dev_reset_queue_concurrency":{"id":"trigger_dev_reset_queue_concurrency","name":"Trigger.dev Reset Queue Concurrency","description":"Reset the concurrency limit of a Trigger.dev queue back to its base value, removing any override.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Trigger.dev secret API key (starts with tr_)"},"queueName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Queue ID (starts with queue_), task identifier, or custom queue name, depending on the queue type"},"queueType":{"type":"string","required":false,"visibility":"user-or-llm","description":"How to interpret the queue name: \\"id\\" (default) for a queue ID, \\"task\\" for a task identifier, or \\"custom\\" for a custom queue name"}}},"trigger_dev_resume_queue":{"id":"trigger_dev_resume_queue","name":"Trigger.dev Resume Queue","description":"Resume a paused Trigger.dev queue so new runs can start again.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Trigger.dev secret API key (starts with tr_)"},"queueName":{"type":"string","required":true,"visibility":"user-or-llm","description":"Queue ID (starts with queue_), task identifier, or custom queue name, depending on the queue type"},"queueType":{"type":"string","required":false,"visibility":"user-or-llm","description":"How to interpret the queue name: \\"id\\" (default) for a queue ID, \\"task\\" for a task identifier, or \\"custom\\" for a custom queue name"}}},"trigger_dev_trigger_task":{"id":"trigger_dev_trigger_task","name":"Trigger.dev Trigger Task","description":"Trigger a Trigger.dev task by its identifier with an optional JSON payload. Returns the ID of the created run.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Trigger.dev secret API key (starts with tr_)"},"taskIdentifier":{"type":"string","required":true,"visibility":"user-or-llm","description":"Identifier of the task to trigger (e.g., \\"send-welcome-email\\")"},"payload":{"type":"json","required":false,"visibility":"user-or-llm","description":"JSON payload passed to the task run. 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30)"},"checkTimeout":{"type":"number","required":false,"visibility":"user-or-llm","description":"Check timeout in seconds, 0-60 (HTTP, Keyword and Port monitors only)"},"port":{"type":"number","required":false,"visibility":"user-or-llm","description":"Port to check, 1-65535 (required for Port and UDP monitors)"},"keywordType":{"type":"string","required":false,"visibility":"user-or-llm","description":"Keyword match type for Keyword monitors: ALERT_EXISTS or ALERT_NOT_EXISTS"},"keywordValue":{"type":"string","required":false,"visibility":"user-or-llm","description":"Keyword to look for (Keyword monitors only)"},"keywordCaseType":{"type":"number","required":false,"visibility":"user-or-llm","description":"Keyword case sensitivity: 0 (case-sensitive) or 1 (case-insensitive)"},"httpMethodType":{"type":"string","required":false,"visibility":"user-or-llm","description":"HTTP method: HEAD, GET, POST, PUT, PATCH, DELETE, or OPTIONS (defaults to 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(api.vanta-gov.com)"},"documentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Unique ID of the document"}}},"vanta_get_framework":{"id":"vanta_get_framework","name":"Vanta Get Framework","description":"Get a Vanta compliance framework by ID, including its requirement categories and mapped controls","version":"1.0.0","params":{"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Vanta OAuth application client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Vanta OAuth application client secret"},"region":{"type":"string","required":false,"visibility":"user-only","description":"Vanta API region: \\"us\\" (api.vanta.com, default) or \\"gov\\" (api.vanta-gov.com)"},"frameworkId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Unique ID of the framework (e.g., soc2)"}}},"vanta_get_person":{"id":"vanta_get_person","name":"Vanta Get Person","description":"Get a person tracked in Vanta by ID, including employment, leave, and security task status","version":"1.0.0","params":{"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Vanta OAuth application client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Vanta OAuth application client secret"},"region":{"type":"string","required":false,"visibility":"user-only","description":"Vanta API region: \\"us\\" (api.vanta.com, default) or \\"gov\\" (api.vanta-gov.com)"},"personId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Unique ID of the person"}}},"vanta_get_policy":{"id":"vanta_get_policy","name":"Vanta Get Policy","description":"Get a Vanta security policy by ID, including its approval status and latest approved version documents","version":"1.0.0","params":{"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Vanta OAuth application client 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\\"us\\" (api.vanta.com, default) or \\"gov\\" (api.vanta-gov.com)"},"riskScenarioId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Unique ID of the risk scenario"}}},"vanta_get_test":{"id":"vanta_get_test","name":"Vanta Get Test","description":"Get a Vanta automated compliance test by ID, including its status and remediation info","version":"1.0.0","params":{"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Vanta OAuth application client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Vanta OAuth application client secret"},"region":{"type":"string","required":false,"visibility":"user-only","description":"Vanta API region: \\"us\\" (api.vanta.com, default) or \\"gov\\" (api.vanta-gov.com)"},"testId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Unique ID of the test (e.g., test-aws-cloudtrail-enabled)"}}},"vanta_get_vendor":{"id":"vanta_get_vendor","name":"Vanta Get Vendor","description":"Get a Vanta vendor by ID, including risk levels, contract details, and authentication info","version":"1.0.0","params":{"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Vanta OAuth application client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Vanta OAuth application client secret"},"region":{"type":"string","required":false,"visibility":"user-only","description":"Vanta API region: \\"us\\" (api.vanta.com, default) or \\"gov\\" (api.vanta-gov.com)"},"vendorId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Unique ID of the vendor"}}},"vanta_get_vulnerable_asset":{"id":"vanta_get_vulnerable_asset","name":"Vanta Get Vulnerable Asset","description":"Get a vulnerable asset in Vanta by ID, including the scanners reporting it and per-scanner asset 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security controls in a Vanta account, optionally filtered by framework","version":"1.0.0","params":{"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Vanta OAuth application client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Vanta OAuth application client secret"},"region":{"type":"string","required":false,"visibility":"user-only","description":"Vanta API region: \\"us\\" (api.vanta.com, default) or \\"gov\\" (api.vanta-gov.com)"},"frameworkMatchesAny":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated framework IDs to filter controls by (e.g., soc2,iso27001)"},"pageSize":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of items per page (1-100, default 10)"},"pageCursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor: pass the endCursor from the previous response to fetch the next page"}}},"vanta_list_document_uploads":{"id":"vanta_list_document_uploads","name":"Vanta List Document Uploads","description":"List the files uploaded to a specific Vanta evidence document","version":"1.0.0","params":{"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Vanta OAuth application client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Vanta OAuth application client secret"},"region":{"type":"string","required":false,"visibility":"user-only","description":"Vanta API region: \\"us\\" (api.vanta.com, default) or \\"gov\\" (api.vanta-gov.com)"},"documentId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Unique ID of the document"},"pageSize":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of items per page (1-100, default 10)"},"pageCursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination 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client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Vanta OAuth application client secret"},"region":{"type":"string","required":false,"visibility":"user-only","description":"Vanta API region: \\"us\\" (api.vanta.com, default) or \\"gov\\" (api.vanta-gov.com)"},"pageSize":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of items per page (1-100, default 10)"},"pageCursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor: pass the endCursor from the previous response to fetch the next page"}}},"vanta_list_monitored_computers":{"id":"vanta_list_monitored_computers","name":"Vanta List Monitored Computers","description":"List the monitored computers in a Vanta account with screenlock, disk encryption, password manager, and antivirus check 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FORMER"},"groupIdsMatchesAny":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated group IDs to filter people by"},"tasksSummaryStatusMatchesAny":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated task summary statuses to filter by: NONE, DUE_SOON, OVERDUE, COMPLETE, PAUSED, OFFBOARDING_DUE_SOON, OFFBOARDING_OVERDUE, OFFBOARDING_COMPLETE"},"taskTypeMatchesAny":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated task types to filter by: COMPLETE_TRAININGS, ACCEPT_POLICIES, COMPLETE_CUSTOM_TASKS, COMPLETE_CUSTOM_OFFBOARDING_TASKS, INSTALL_DEVICE_MONITORING, COMPLETE_BACKGROUND_CHECKS"},"taskStatusMatchesAny":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated task statuses to filter by: COMPLETE, DUE_SOON, OVERDUE, NONE"},"pageSize":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of items per page (1-100, default 10)"},"pageCursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor: pass the endCursor from the previous response to fetch the next page"}}},"vanta_list_policies":{"id":"vanta_list_policies","name":"Vanta List Policies","description":"List the security policies in a Vanta account with approval status and version info","version":"1.0.0","params":{"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Vanta OAuth application client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Vanta OAuth application client secret"},"region":{"type":"string","required":false,"visibility":"user-only","description":"Vanta API region: \\"us\\" (api.vanta.com, default) or \\"gov\\" (api.vanta-gov.com)"},"pageSize":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of items per page (1-100, default 10)"},"pageCursor":{"type":"string","required":false,"visibility":"user-or-llm","description":"Pagination cursor: pass the endCursor from the previous response to fetch the next page"}}},"vanta_list_risk_scenarios":{"id":"vanta_list_risk_scenarios","name":"Vanta List Risk Scenarios","description":"List the risk scenarios in a Vanta risk register with likelihood/impact scores, treatment decisions, and review status","version":"1.0.0","params":{"clientId":{"type":"string","required":true,"visibility":"user-only","description":"Vanta OAuth application client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"Vanta OAuth application client secret"},"region":{"type":"string","required":false,"visibility":"user-only","description":"Vanta API region: \\"us\\" (api.vanta.com, default) or \\"gov\\" (api.vanta-gov.com)"},"searchString":{"type":"string","required":false,"visibility":"user-or-llm","description":"Search string to filter risk 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name"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"New project name"},"framework":{"type":"string","required":false,"visibility":"user-or-llm","description":"Project framework (e.g. nextjs, remix, vite)"},"buildCommand":{"type":"string","required":false,"visibility":"user-or-llm","description":"Custom build command"},"outputDirectory":{"type":"string","required":false,"visibility":"user-or-llm","description":"Custom output directory"},"installCommand":{"type":"string","required":false,"visibility":"user-or-llm","description":"Custom install command"},"rootDirectory":{"type":"string","required":false,"visibility":"user-or-llm","description":"Subdirectory of the repository the project lives in (for monorepos)"},"nodeVersion":{"type":"string","required":false,"visibility":"user-or-llm","description":"Node.js version to use (e.g. 22.x, 20.x, 18.x)"},"devCommand":{"type":"string","required":false,"visibility":"user-or-llm","description":"Custom dev 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redirect"},"redirectStatusCode":{"type":"number","required":false,"visibility":"user-or-llm","description":"HTTP status code for redirect (301, 302, 307, 308)"},"gitBranch":{"type":"string","required":false,"visibility":"user-or-llm","description":"Git branch to link the domain to"},"teamId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Team ID to scope the request"},"slug":{"type":"string","required":false,"visibility":"user-or-llm","description":"Team slug to scope the request (alternative to teamId)"}}},"vercel_verify_project_domain":{"id":"vercel_verify_project_domain","name":"Vercel Verify Project Domain","description":"Verify a Vercel project domain by checking its verification challenge","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Vercel Access Token"},"projectId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Project ID or name"},"domain":{"type":"string","required":true,"visibility":"user-or-llm","description":"Domain name to verify"},"teamId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Team ID to scope the request"},"slug":{"type":"string","required":false,"visibility":"user-or-llm","description":"Team slug to scope the request (alternative to teamId)"}}},"video_falai":{"id":"video_falai","name":"Fal.ai Video Generation","description":"Generate videos using Fal.ai with access to Veo 3.1, Sora 2, Seedance 2.0, Kling 3.0, MiniMax Hailuo 2.3, WAN 2.2, LTX 2.3, and previously supported models","version":"1.0.0","params":{"provider":{"type":"string","required":true,"visibility":"user-only","description":"Video provider (falai)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Fal.ai API key"},"model":{"type":"string","required":true,"visibility":"user-or-llm","description":"Fal.ai model: veo-3.1, veo-3.1-fast, sora-2, sora-2-pro, seedance-2.0, seedance-2.0-fast, kling-v3-pro, kling-v3-4k, kling-o3-pro, kling-o3-4k, minimax-hailuo-2.3-pro, minimax-hailuo-2.3-standard, wan-2.2-a14b-turbo, ltx-2.3, ltx-2.3-fast, plus previously supported model IDs"},"prompt":{"type":"string","required":true,"visibility":"user-or-llm","description":"Text prompt describing the video to generate"},"duration":{"type":"number","required":false,"visibility":"user-or-llm","description":"Video duration in seconds (varies by model)"},"aspectRatio":{"type":"string","required":false,"visibility":"user-or-llm","description":"Aspect ratio (varies by model): 16:9, 9:16, 1:1"},"resolution":{"type":"string","required":false,"visibility":"user-or-llm","description":"Video resolution (varies by model): 480p, 580p, 720p, 1080p, true_1080p, 1440p, 2160p, 4k"},"promptOptimizer":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Enable prompt optimization for MiniMax models (default: true)"},"generateAudio":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Generate native audio when supported by the selected Fal.ai model"}}},"video_luma":{"id":"video_luma","name":"Luma Dream Machine Video","description":"Generate videos using Luma Dream Machine with advanced camera controls","version":"1.0.0","params":{"provider":{"type":"string","required":true,"visibility":"user-only","description":"Video provider (luma)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Luma AI API key"},"model":{"type":"string","required":false,"visibility":"user-or-llm","description":"Luma model: ray-2 (default)"},"prompt":{"type":"string","required":true,"visibility":"user-or-llm","description":"Text prompt describing the video to generate"},"duration":{"type":"number","required":false,"visibility":"user-or-llm","description":"Video duration in seconds (5 or 9, default: 5)"},"aspectRatio":{"type":"string","required":false,"visibility":"user-or-llm","description":"Aspect ratio: 16:9 (landscape), 9:16 (portrait), or 1:1 (square)"},"resolution":{"type":"string","required":false,"visibility":"user-or-llm","description":"Video resolution: 540p, 720p, or 1080p (default: 1080p)"},"cameraControl":{"type":"json","required":false,"visibility":"user-or-llm","description":"Camera controls as array of concept objects. Format: [{ \\"key\\": \\"concept_name\\" }]. Valid keys: truck_left, truck_right, pan_left, pan_right, tilt_up, tilt_down, zoom_in, zoom_out, push_in, pull_out, orbit_left, orbit_right, crane_up, crane_down, static, handheld, and 20+ more predefined options"}}},"video_minimax":{"id":"video_minimax","name":"MiniMax Hailuo Video","description":"Generate videos using MiniMax Hailuo through MiniMax Platform API with advanced realism and prompt optimization","version":"1.0.0","params":{"provider":{"type":"string","required":true,"visibility":"user-only","description":"Video provider (minimax)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"MiniMax API key from platform.minimax.io"},"model":{"type":"string","required":false,"visibility":"user-or-llm","description":"MiniMax model: hailuo-2.3 (default) or hailuo-02"},"prompt":{"type":"string","required":true,"visibility":"user-or-llm","description":"Text prompt describing the video to generate"},"duration":{"type":"number","required":false,"visibility":"user-or-llm","description":"Video duration in seconds (6 or 10, default: 6)"},"endpoint":{"type":"string","required":false,"visibility":"user-or-llm","description":"Quality endpoint: standard (768P) or pro (1080P for 6s videos)"},"promptOptimizer":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Enable prompt optimization for better results (default: true)"}}},"video_runway":{"id":"video_runway","name":"Runway Gen-4 Video","description":"Generate videos using Runway Gen-4 with world consistency and visual references","version":"1.0.0","params":{"provider":{"type":"string","required":true,"visibility":"user-only","description":"Video provider (runway)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Runway API key"},"model":{"type":"string","required":false,"visibility":"user-or-llm","description":"Runway model: gen-4 (default, higher quality) or gen-4-turbo (faster)"},"prompt":{"type":"string","required":true,"visibility":"user-or-llm","description":"Text prompt describing the video to generate"},"duration":{"type":"number","required":false,"visibility":"user-or-llm","description":"Video duration in seconds (5 or 10, default: 5)"},"aspectRatio":{"type":"string","required":false,"visibility":"user-or-llm","description":"Aspect ratio: 16:9 (landscape), 9:16 (portrait), or 1:1 (square)"},"resolution":{"type":"string","required":false,"visibility":"user-or-llm","description":"Video resolution (720p output). Note: Gen-4 Turbo outputs at 720p natively"},"visualReference":{"type":"file","required":true,"visibility":"user-or-llm","description":"Reference image REQUIRED for Gen-4 (UserFile object). Gen-4 only supports image-to-video, not text-only generation"}}},"video_veo":{"id":"video_veo","name":"Google Veo 3 Video","description":"Generate videos using Google Veo 3/3.1 with native audio generation","version":"1.0.0","params":{"provider":{"type":"string","required":true,"visibility":"user-only","description":"Video provider (veo)"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"Google Gemini API key"},"model":{"type":"string","required":false,"visibility":"user-or-llm","description":"Veo model: veo-3 (default, highest quality), veo-3-fast (faster), or veo-3.1 (latest)"},"prompt":{"type":"string","required":true,"visibility":"user-or-llm","description":"Text prompt describing the video to generate"},"duration":{"type":"number","required":false,"visibility":"user-or-llm","description":"Video duration in seconds (4, 6, or 8, default: 8)"},"aspectRatio":{"type":"string","required":false,"visibility":"user-or-llm","description":"Aspect ratio: 16:9 (landscape) or 9:16 (portrait)"},"resolution":{"type":"string","required":false,"visibility":"user-or-llm","description":"Video resolution: 720p or 1080p (default: 1080p)"}}},"vision_tool":{"id":"vision_tool","name":"Vision Tool","description":"Process and analyze images using advanced vision models. Capable of understanding image content, extracting text, identifying objects, and providing detailed visual descriptions.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"API key for the selected model provider"},"imageUrl":{"type":"string","required":false,"visibility":"user-only","description":"Publicly accessible image URL"},"imageFile":{"type":"file","required":false,"visibility":"user-only","description":"Image file to analyze"},"model":{"type":"string","required":false,"visibility":"user-only","description":"Vision model to use (gpt-4o, claude-3-opus-20240229, etc)"},"prompt":{"type":"string","required":false,"visibility":"user-or-llm","description":"Custom prompt for image analysis"}}},"vision_tool_v2":{"id":"vision_tool_v2","name":"Vision Tool","description":"Process and analyze images using advanced vision models. Capable of understanding image content, extracting text, identifying objects, and providing detailed visual descriptions.","version":"1.0.0","params":{"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"API key for the selected model provider"},"imageFile":{"type":"file","required":true,"visibility":"user-only","description":"Image file to analyze"},"model":{"type":"string","required":false,"visibility":"user-only","description":"Vision model to use (gpt-4o, claude-3-opus-20240229, etc)"},"prompt":{"type":"string","required":false,"visibility":"user-or-llm","description":"Custom prompt for image analysis"}}},"wealthbox_read_contact":{"id":"wealthbox_read_contact","name":"Read Wealthbox Contact","description":"Read content from a Wealthbox contact","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"The access token for the Wealthbox API"},"contactId":{"type":"string","required":false,"visibility":"user-or-llm","description":"The ID of the contact to read (e.g., \\"12345\\")"}}},"wealthbox_read_note":{"id":"wealthbox_read_note","name":"Read Wealthbox Note","description":"Read content from a Wealthbox note","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"description":"The access token for the Wealthbox API","visibility":"hidden"},"noteId":{"type":"string","required":false,"description":"The ID of the note to read (e.g., \\"11111\\")","visibility":"user-or-llm"}}},"wealthbox_read_task":{"id":"wealthbox_read_task","name":"Read Wealthbox Task","description":"Read content from a Wealthbox task","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"description":"The access token for the Wealthbox API","visibility":"hidden"},"taskId":{"type":"string","required":false,"description":"The ID of the task to read (e.g., \\"67890\\")","visibility":"user-or-llm"}}},"wealthbox_write_contact":{"id":"wealthbox_write_contact","name":"Write Wealthbox Contact","description":"Create a new Wealthbox contact","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"description":"The access token for the Wealthbox API","visibility":"hidden"},"firstName":{"type":"string","required":true,"description":"The first name of the contact","visibility":"user-or-llm"},"lastName":{"type":"string","required":true,"description":"The last name of the contact","visibility":"user-or-llm"},"emailAddress":{"type":"string","required":false,"description":"The email address of the contact","visibility":"user-or-llm"},"backgroundInformation":{"type":"string","required":false,"description":"Background information about the contact","visibility":"user-or-llm"}}},"wealthbox_write_note":{"id":"wealthbox_write_note","name":"Write Wealthbox Note","description":"Create or update a Wealthbox note","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"description":"The access token for the Wealthbox API","visibility":"hidden"},"content":{"type":"string","required":true,"description":"The main body of the note","visibility":"user-or-llm"},"contactId":{"type":"string","required":false,"description":"ID of contact to link to this note (e.g., \\"12345\\")","visibility":"user-or-llm"}}},"wealthbox_write_task":{"id":"wealthbox_write_task","name":"Write Wealthbox Task","description":"Create or update a Wealthbox task","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"description":"The access token for the Wealthbox API","visibility":"hidden"},"title":{"type":"string","required":true,"description":"The name/title of the task","visibility":"user-or-llm"},"dueDate":{"type":"string","required":true,"description":"The due date and time of the task (format: \\"YYYY-MM-DD HH:MM AM/PM -HHMM\\", e.g., \\"2015-05-24 11:00 AM -0400\\")","visibility":"user-or-llm"},"contactId":{"type":"string","required":false,"description":"ID of contact to link to this task (e.g., \\"12345\\")","visibility":"user-or-llm"},"description":{"type":"string","required":false,"description":"Description or notes about the task","visibility":"user-or-llm"}}},"webflow_create_item":{"id":"webflow_create_item","name":"Webflow Create Item","description":"Create a new item in a Webflow CMS collection","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token"},"siteId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the Webflow site (e.g., \\"580e63e98c9a982ac9b8b741\\")"},"collectionId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the collection (e.g., \\"580e63fc8c9a982ac9b8b745\\")"},"fieldData":{"type":"json","required":true,"visibility":"user-or-llm","description":"Field data for the new item as a JSON object. Keys should match collection field names."}},"oauth":{"required":true,"provider":"webflow"}},"webflow_delete_item":{"id":"webflow_delete_item","name":"Webflow Delete Item","description":"Delete an item from a Webflow CMS collection","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token"},"siteId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the Webflow site (e.g., \\"580e63e98c9a982ac9b8b741\\")"},"collectionId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the collection (e.g., \\"580e63fc8c9a982ac9b8b745\\")"},"itemId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the item to delete (e.g., \\"580e64008c9a982ac9b8b754\\")"}},"oauth":{"required":true,"provider":"webflow"}},"webflow_get_item":{"id":"webflow_get_item","name":"Webflow Get Item","description":"Get a single item from a Webflow CMS collection","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token"},"siteId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the Webflow site (e.g., \\"580e63e98c9a982ac9b8b741\\")"},"collectionId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the collection (e.g., \\"580e63fc8c9a982ac9b8b745\\")"},"itemId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the item to retrieve (e.g., \\"580e64008c9a982ac9b8b754\\")"}},"oauth":{"required":true,"provider":"webflow"}},"webflow_list_items":{"id":"webflow_list_items","name":"Webflow List Items","description":"List all items from a Webflow CMS collection","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token"},"siteId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the Webflow site (e.g., \\"580e63e98c9a982ac9b8b741\\")"},"collectionId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the collection (e.g., \\"580e63fc8c9a982ac9b8b745\\")"},"offset":{"type":"number","required":false,"visibility":"user-or-llm","description":"Offset for pagination (e.g., 0, 100, 200)"},"limit":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum number of items to return (e.g., 10, 50, 100; default: 100)"}},"oauth":{"required":true,"provider":"webflow"}},"webflow_update_item":{"id":"webflow_update_item","name":"Webflow Update Item","description":"Update an existing item in a Webflow CMS collection","version":"1.0.0","params":{"accessToken":{"type":"string","required":true,"visibility":"hidden","description":"OAuth access token"},"siteId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the Webflow site (e.g., \\"580e63e98c9a982ac9b8b741\\")"},"collectionId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the collection (e.g., \\"580e63fc8c9a982ac9b8b745\\")"},"itemId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID of the item to update (e.g., \\"580e64008c9a982ac9b8b754\\")"},"fieldData":{"type":"json","required":true,"visibility":"user-or-llm","description":"Field data to update as a JSON object. Only include fields you want to change."}},"oauth":{"required":true,"provider":"webflow"}},"webhook_request":{"id":"webhook_request","name":"Webhook Request","description":"Send a webhook request with automatic headers and optional HMAC signing","version":"1.0.0","params":{"url":{"type":"string","required":true,"visibility":"user-or-llm","description":"The webhook URL to send the request to"},"body":{"type":"object","visibility":"user-or-llm","description":"JSON payload to send"},"secret":{"type":"string","visibility":"user-or-llm","description":"Optional secret for HMAC-SHA256 signature"},"headers":{"type":"object","visibility":"user-or-llm","description":"Additional headers to include"}}},"whatsapp_get_media":{"id":"whatsapp_get_media","name":"WhatsApp Download Media","description":"Download media a customer sent you. Takes the media ID from an incoming WhatsApp message and stores the file in the workflow.","version":"1.0.0","params":{"mediaId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Media asset ID from an incoming message, e.g. <whatsapp.messages[0].mediaId>. This is not the message ID (wamid)."},"phoneNumberId":{"type":"string","required":true,"visibility":"user-only","description":"WhatsApp Business Phone Number ID (from Meta Business Suite)"},"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"WhatsApp Business API Access Token (from Meta Developer Portal)"}}},"whatsapp_mark_read":{"id":"whatsapp_mark_read","name":"WhatsApp Mark As Read","description":"Mark a received WhatsApp message as read so the sender sees blue checkmarks, optionally showing a typing indicator.","version":"1.0.0","params":{"messageId":{"type":"string","required":true,"visibility":"user-or-llm","description":"ID (wamid) of the incoming message to mark as read"},"showTypingIndicator":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Show a typing indicator to the sender while a reply is composed. Dismissed once you respond or after 25 seconds, whichever comes first."},"phoneNumberId":{"type":"string","required":true,"visibility":"user-only","description":"WhatsApp Business Phone Number ID (from Meta Business Suite)"},"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"WhatsApp Business API Access Token (from Meta Developer Portal)"}}},"whatsapp_send_interactive":{"id":"whatsapp_send_interactive","name":"WhatsApp Send Interactive","description":"Send an interactive WhatsApp message with reply buttons or a selectable list.","version":"1.0.0","params":{"phoneNumber":{"type":"string","required":true,"visibility":"user-or-llm","description":"Recipient phone number with country code (e.g., +14155552671)"},"bodyText":{"type":"string","required":true,"visibility":"user-or-llm","description":"Main body text of the interactive message (max 1024 characters with buttons, 4096 with a list)"},"headerText":{"type":"string","required":false,"visibility":"user-or-llm","description":"Optional plain-text header shown above the body (max 60 characters)"},"footerText":{"type":"string","required":false,"visibility":"user-or-llm","description":"Optional footer text shown below the body (max 60 characters)"},"buttons":{"type":"json","required":false,"visibility":"user-or-llm","description":"Reply buttons array (max 3), each item: { \\"type\\": \\"reply\\", \\"reply\\": { \\"id\\": \\"...\\", \\"title\\": \\"...\\" } }. Button title max 20 characters, id max 256. Provide buttons or sections."},"listButtonText":{"type":"string","required":false,"visibility":"user-or-llm","description":"Label for the menu button that opens the list, max 20 characters (required when sending a list)"},"sections":{"type":"json","required":false,"visibility":"user-or-llm","description":"List sections array (max 10 sections, 10 rows total), each item: { \\"title\\": \\"...\\", \\"rows\\": [{ \\"id\\": \\"...\\", \\"title\\": \\"...\\", \\"description\\": \\"...\\" }] }. Section and row titles max 24 characters, row description max 72. Provide sections or buttons."},"phoneNumberId":{"type":"string","required":true,"visibility":"user-only","description":"WhatsApp Business Phone Number ID (from Meta Business Suite)"},"accessToken":{"type":"string","required":true,"visibility":"user-only","description":"WhatsApp Business API Access Token (from Meta Developer Portal)"}}},"whatsapp_send_media":{"id":"whatsapp_send_media","name":"WhatsApp Send Media","description":"Send an image, document, video, audio, or sticker message. Accepts an uploaded file, a media ID, or a public link.","version":"1.0.0","params":{"phoneNumber":{"type":"string","required":true,"visibility":"user-or-llm","description":"Recipient phone number with country code (e.g., +14155552671)"},"mediaType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Type of media to send: image, document, video, audio, or sticker"},"file":{"type":"file","required":false,"visibility":"user-only","description":"File to send. 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Use this to discover valid category IDs for filtering search and trending results.","version":"1.0.0","params":{"regionCode":{"type":"string","required":false,"visibility":"user-or-llm","description":"ISO 3166-1 alpha-2 country code to get categories for (e.g., \\"US\\", \\"GB\\", \\"JP\\"). Defaults to US."},"hl":{"type":"string","required":false,"visibility":"user-or-llm","description":"Language for category titles (ISO 639-1 code, e.g., \\"en\\", \\"es\\", \\"fr\\"). Defaults to English."},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"YouTube API Key"}}},"youtube_video_details":{"id":"youtube_video_details","name":"YouTube Video Details","description":"Get detailed information about a specific YouTube video including statistics, content details, live streaming info, and metadata.","version":"1.2.0","params":{"videoId":{"type":"string","required":true,"visibility":"user-or-llm","description":"YouTube video ID (11-character string, e.g., \\"dQw4w9WgXcQ\\")"},"apiKey":{"type":"string","required":true,"visibility":"user-only","description":"YouTube API Key"}}},"zendesk_autocomplete_organizations":{"id":"zendesk_autocomplete_organizations","name":"Autocomplete Organizations in Zendesk","description":"Autocomplete organizations in Zendesk by name prefix (for name matching/autocomplete)","version":"1.0.0","params":{"email":{"type":"string","required":true,"visibility":"user-only","description":"Your Zendesk email address"},"apiToken":{"type":"string","required":true,"visibility":"hidden","description":"Zendesk API token"},"subdomain":{"type":"string","required":true,"visibility":"user-only","description":"Your Zendesk subdomain"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Organization name prefix to search for (e.g., \\"Acme\\")"},"perPage":{"type":"string","required":false,"visibility":"user-or-llm","description":"Results per page as a number string (default: \\"100\\", max: \\"100\\")"},"page":{"type":"string","required":false,"visibility":"user-or-llm","description":"Page number for pagination (1-based)"}}},"zendesk_create_organization":{"id":"zendesk_create_organization","name":"Create Organization in Zendesk","description":"Create a new organization in Zendesk","version":"1.0.0","params":{"email":{"type":"string","required":true,"visibility":"user-only","description":"Your Zendesk email address"},"apiToken":{"type":"string","required":true,"visibility":"hidden","description":"Zendesk API token"},"subdomain":{"type":"string","required":true,"visibility":"user-only","description":"Your Zendesk subdomain"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"Organization name (e.g., \\"Acme Corporation\\")"},"domainNames":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated domain names (e.g., \\"acme.com, acme.org\\")"},"details":{"type":"string","required":false,"visibility":"user-or-llm","description":"Organization details text"},"notes":{"type":"string","required":false,"visibility":"user-or-llm","description":"Organization notes text"},"tags":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated tags (e.g., \\"enterprise, priority\\")"},"customFields":{"type":"string","required":false,"visibility":"user-or-llm","description":"Custom fields as JSON object (e.g., {\\"field_id\\": \\"value\\"})"}}},"zendesk_create_organizations_bulk":{"id":"zendesk_create_organizations_bulk","name":"Bulk Create Organizations in Zendesk","description":"Create multiple organizations in Zendesk using bulk import","version":"1.0.0","params":{"email":{"type":"string","required":true,"visibility":"user-only","description":"Your Zendesk email address"},"apiToken":{"type":"string","required":true,"visibility":"hidden","description":"Zendesk API token"},"subdomain":{"type":"string","required":true,"visibility":"user-only","description":"Your Zendesk subdomain"},"organizations":{"type":"string","required":true,"visibility":"user-or-llm","description":"JSON array of organization objects to create (e.g., [{\\"name\\": \\"Org1\\"}, {\\"name\\": \\"Org2\\"}])"}}},"zendesk_create_ticket":{"id":"zendesk_create_ticket","name":"Create Ticket in Zendesk","description":"Create a new ticket in Zendesk with support for custom fields","version":"1.0.0","params":{"email":{"type":"string","required":true,"visibility":"user-only","description":"Your Zendesk email address"},"apiToken":{"type":"string","required":true,"visibility":"hidden","description":"Zendesk API token"},"subdomain":{"type":"string","required":true,"visibility":"user-only","description":"Your Zendesk subdomain"},"subject":{"type":"string","required":false,"visibility":"user-or-llm","description":"Ticket subject (optional - will be auto-generated if not provided)"},"description":{"type":"string","required":true,"visibility":"user-or-llm","description":"Ticket description text (first comment)"},"priority":{"type":"string","required":false,"visibility":"user-or-llm","description":"Priority: \\"low\\", \\"normal\\", \\"high\\", or \\"urgent\\""},"status":{"type":"string","required":false,"visibility":"user-or-llm","description":"Status: \\"new\\", \\"open\\", \\"pending\\", \\"hold\\", \\"solved\\", or \\"closed\\""},"type":{"type":"string","required":false,"visibility":"user-or-llm","description":"Type: \\"problem\\", \\"incident\\", \\"question\\", or \\"task\\""},"tags":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated tags (e.g., \\"billing, urgent\\")"},"assigneeId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Assignee user ID as a numeric string (e.g., \\"12345\\")"},"groupId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Group ID as a numeric string (e.g., \\"67890\\")"},"requesterId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Requester user ID as a numeric string (e.g., \\"11111\\")"},"customFields":{"type":"string","required":false,"visibility":"user-or-llm","description":"Custom fields as JSON object (e.g., {\\"field_id\\": \\"value\\"})"}}},"zendesk_create_tickets_bulk":{"id":"zendesk_create_tickets_bulk","name":"Bulk Create Tickets in Zendesk","description":"Create multiple tickets in Zendesk at once (max 100)","version":"1.0.0","params":{"email":{"type":"string","required":true,"visibility":"user-only","description":"Your Zendesk email address"},"apiToken":{"type":"string","required":true,"visibility":"hidden","description":"Zendesk API token"},"subdomain":{"type":"string","required":true,"visibility":"user-only","description":"Your Zendesk subdomain"},"tickets":{"type":"string","required":true,"visibility":"user-or-llm","description":"JSON array of ticket objects to create (max 100). Each ticket should have subject and comment properties (e.g., [{\\"subject\\": \\"Issue 1\\", \\"comment\\": {\\"body\\": \\"Description\\"}}])"}}},"zendesk_create_user":{"id":"zendesk_create_user","name":"Create User in Zendesk","description":"Create a new user in Zendesk","version":"1.0.0","params":{"email":{"type":"string","required":true,"visibility":"user-only","description":"Your Zendesk email address"},"apiToken":{"type":"string","required":true,"visibility":"hidden","description":"Zendesk API token"},"subdomain":{"type":"string","required":true,"visibility":"user-only","description":"Your Zendesk subdomain"},"name":{"type":"string","required":true,"visibility":"user-or-llm","description":"User full name (e.g., \\"John Smith\\")"},"userEmail":{"type":"string","required":false,"visibility":"user-or-llm","description":"User email address (e.g., \\"john@example.com\\")"},"role":{"type":"string","required":false,"visibility":"user-or-llm","description":"User role: \\"end-user\\", \\"agent\\", or \\"admin\\""},"phone":{"type":"string","required":false,"visibility":"user-or-llm","description":"User phone number (e.g., \\"+1-555-123-4567\\")"},"organizationId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Organization ID as a numeric string (e.g., \\"12345\\")"},"verified":{"type":"string","required":false,"visibility":"user-or-llm","description":"Set to \\"true\\" to skip email verification, or \\"false\\" otherwise"},"tags":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated tags (e.g., \\"vip, enterprise\\")"},"customFields":{"type":"string","required":false,"visibility":"user-or-llm","description":"Custom fields as JSON object (e.g., {\\"field_id\\": \\"value\\"})"}}},"zendesk_create_users_bulk":{"id":"zendesk_create_users_bulk","name":"Bulk Create Users in Zendesk","description":"Create multiple users in Zendesk using bulk 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Zendesk","description":"Delete a user from Zendesk","version":"1.0.0","params":{"email":{"type":"string","required":true,"visibility":"user-only","description":"Your Zendesk email address"},"apiToken":{"type":"string","required":true,"visibility":"hidden","description":"Zendesk API token"},"subdomain":{"type":"string","required":true,"visibility":"user-only","description":"Your Zendesk subdomain"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"User ID to delete as a numeric string (e.g., \\"12345\\")"}}},"zendesk_get_current_user":{"id":"zendesk_get_current_user","name":"Get Current User from Zendesk","description":"Get the currently authenticated user from Zendesk","version":"1.0.0","params":{"email":{"type":"string","required":true,"visibility":"user-only","description":"Your Zendesk email address"},"apiToken":{"type":"string","required":true,"visibility":"hidden","description":"Zendesk API 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\\"updated_at\\", \\"id\\", or \\"status\\". Prefix with \\"-\\" for descending (e.g., \\"-updated_at\\")"},"perPage":{"type":"string","required":false,"visibility":"user-or-llm","description":"Results per page as a number string (default: \\"100\\", max: \\"100\\")"},"pageAfter":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor from a previous response to fetch the next page of results"}}},"zendesk_get_user":{"id":"zendesk_get_user","name":"Get Single User from Zendesk","description":"Get a single user by ID from Zendesk","version":"1.0.0","params":{"email":{"type":"string","required":true,"visibility":"user-only","description":"Your Zendesk email address"},"apiToken":{"type":"string","required":true,"visibility":"hidden","description":"Zendesk API token"},"subdomain":{"type":"string","required":true,"visibility":"user-only","description":"Your Zendesk subdomain"},"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"User ID to retrieve as a numeric string (e.g., \\"12345\\")"}}},"zendesk_get_users":{"id":"zendesk_get_users","name":"Get Users from Zendesk","description":"Retrieve a list of users from Zendesk with optional filtering","version":"1.0.0","params":{"email":{"type":"string","required":true,"visibility":"user-only","description":"Your Zendesk email address"},"apiToken":{"type":"string","required":true,"visibility":"hidden","description":"Zendesk API token"},"subdomain":{"type":"string","required":true,"visibility":"user-only","description":"Your Zendesk subdomain (e.g., \\"mycompany\\" for mycompany.zendesk.com)"},"role":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by role: \\"end-user\\", \\"agent\\", or \\"admin\\""},"permissionSet":{"type":"string","required":false,"visibility":"user-or-llm","description":"Filter by permission set ID as a numeric string (e.g., \\"12345\\")"},"perPage":{"type":"string","required":false,"visibility":"user-or-llm","description":"Results per page as a number string (default: \\"100\\", max: \\"100\\")"},"pageAfter":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor from a previous response to fetch the next page of results"}}},"zendesk_merge_tickets":{"id":"zendesk_merge_tickets","name":"Merge Tickets in Zendesk","description":"Merge multiple tickets into a target ticket","version":"1.0.0","params":{"email":{"type":"string","required":true,"visibility":"user-only","description":"Your Zendesk email address"},"apiToken":{"type":"string","required":true,"visibility":"hidden","description":"Zendesk API token"},"subdomain":{"type":"string","required":true,"visibility":"user-only","description":"Your Zendesk subdomain"},"targetTicketId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Target ticket ID as a numeric string (tickets will be merged into this one, e.g., \\"12345\\")"},"sourceTicketIds":{"type":"string","required":true,"visibility":"user-or-llm","description":"Comma-separated source ticket IDs to merge (e.g., \\"111, 222, 333\\")"},"targetComment":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comment text to add to target ticket after merge"}}},"zendesk_search":{"id":"zendesk_search","name":"Search Zendesk","description":"Unified search across tickets, users, and organizations in Zendesk","version":"1.0.0","params":{"email":{"type":"string","required":true,"visibility":"user-only","description":"Your Zendesk email address"},"apiToken":{"type":"string","required":true,"visibility":"hidden","description":"Zendesk API token"},"subdomain":{"type":"string","required":true,"visibility":"user-only","description":"Your Zendesk subdomain"},"query":{"type":"string","required":true,"visibility":"user-or-llm","description":"Search query string using Zendesk search syntax (e.g., \\"type:ticket status:open\\")"},"filterType":{"type":"string","required":true,"visibility":"user-or-llm","description":"Resource type to search for: \\"ticket\\", \\"user\\", \\"organization\\", or \\"group\\""},"perPage":{"type":"string","required":false,"visibility":"user-or-llm","description":"Results per page as a number string (default: \\"100\\", max: \\"100\\")"},"pageAfter":{"type":"string","required":false,"visibility":"user-or-llm","description":"Cursor from a previous response to fetch the next page of results"}}},"zendesk_search_count":{"id":"zendesk_search_count","name":"Count Search Results in Zendesk","description":"Count the number of search results matching a query in Zendesk","version":"1.0.0","params":{"email":{"type":"string","required":true,"visibility":"user-only","description":"Your Zendesk email address"},"apiToken":{"type":"string","required":true,"visibility":"hidden","description":"Zendesk API token"},"subdomain":{"type":"string","required":true,"visibility":"user-only","description":"Your Zendesk subdomain"},"query":{"type":"string","required":true,"visibility":"user-or-llm","description":"Search query string using Zendesk search syntax (e.g., \\"type:ticket status:open\\")"}}},"zendesk_search_users":{"id":"zendesk_search_users","name":"Search Users in Zendesk","description":"Search for users in Zendesk using a query string","version":"1.0.0","params":{"email":{"type":"string","required":true,"visibility":"user-only","description":"Your Zendesk email address"},"apiToken":{"type":"string","required":true,"visibility":"hidden","description":"Zendesk API token"},"subdomain":{"type":"string","required":true,"visibility":"user-only","description":"Your Zendesk subdomain"},"query":{"type":"string","required":false,"visibility":"user-or-llm","description":"Search query string (e.g., user name or email)"},"externalId":{"type":"string","required":false,"visibility":"user-or-llm","description":"External ID to search by (your system identifier)"},"perPage":{"type":"string","required":false,"visibility":"user-or-llm","description":"Results per page as a number string (default: \\"100\\", max: \\"100\\")"},"page":{"type":"string","required":false,"visibility":"user-or-llm","description":"Page number for pagination (1-based)"}}},"zendesk_update_organization":{"id":"zendesk_update_organization","name":"Update Organization in Zendesk","description":"Update an existing organization in Zendesk","version":"1.0.0","params":{"email":{"type":"string","required":true,"visibility":"user-only","description":"Your Zendesk email address"},"apiToken":{"type":"string","required":true,"visibility":"hidden","description":"Zendesk API token"},"subdomain":{"type":"string","required":true,"visibility":"user-only","description":"Your Zendesk subdomain"},"organizationId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Organization ID to update as a numeric string (e.g., \\"12345\\")"},"name":{"type":"string","required":false,"visibility":"user-or-llm","description":"New organization name (e.g., \\"Acme 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address"},"apiToken":{"type":"string","required":true,"visibility":"hidden","description":"Zendesk API token"},"subdomain":{"type":"string","required":true,"visibility":"user-only","description":"Your Zendesk subdomain"},"ticketId":{"type":"string","required":true,"visibility":"user-or-llm","description":"Ticket ID to update as a numeric string (e.g., \\"12345\\")"},"subject":{"type":"string","required":false,"visibility":"user-or-llm","description":"New ticket subject text"},"comment":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comment text to add to the ticket"},"priority":{"type":"string","required":false,"visibility":"user-or-llm","description":"Priority: \\"low\\", \\"normal\\", \\"high\\", or \\"urgent\\""},"status":{"type":"string","required":false,"visibility":"user-or-llm","description":"Status: \\"new\\", \\"open\\", \\"pending\\", \\"hold\\", \\"solved\\", or \\"closed\\""},"type":{"type":"string","required":false,"visibility":"user-or-llm","description":"Type: \\"problem\\", \\"incident\\", \\"question\\", or \\"task\\""},"tags":{"type":"string","required":false,"visibility":"user-or-llm","description":"Comma-separated tags (e.g., \\"billing, urgent\\")"},"assigneeId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Assignee user ID as a numeric string (e.g., \\"12345\\")"},"groupId":{"type":"string","required":false,"visibility":"user-or-llm","description":"Group ID as a numeric string (e.g., \\"67890\\")"},"customFields":{"type":"string","required":false,"visibility":"user-or-llm","description":"Custom fields as JSON object (e.g., {\\"field_id\\": \\"value\\"})"}}},"zendesk_update_tickets_bulk":{"id":"zendesk_update_tickets_bulk","name":"Bulk Update Tickets in Zendesk","description":"Update multiple tickets in Zendesk at once (max 100)","version":"1.0.0","params":{"email":{"type":"string","required":true,"visibility":"user-only","description":"Your Zendesk email address"},"apiToken":{"type":"string","required":true,"visibility":"hidden","description":"Zendesk API token"},"subdomain":{"type":"string","required":true,"visibility":"user-only","description":"Your Zendesk subdomain"},"ticketIds":{"type":"string","required":true,"visibility":"user-or-llm","description":"Comma-separated ticket IDs to update (max 100, e.g., \\"111, 222, 333\\")"},"status":{"type":"string","required":false,"visibility":"user-or-llm","description":"New status for all tickets: \\"new\\", \\"open\\", \\"pending\\", \\"hold\\", \\"solved\\", or \\"closed\\""},"priority":{"type":"string","required":false,"visibility":"user-or-llm","description":"New priority for all tickets: \\"low\\", \\"normal\\", \\"high\\", or \\"urgent\\""},"assigneeId":{"type":"string","required":false,"visibility":"user-or-llm","description":"New assignee ID for all 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With a Zoom server-to-server service account, \\"me\\" is not supported — provide the target user ID or email address."},"type":{"type":"string","required":false,"visibility":"user-or-llm","description":"Meeting type filter: scheduled, live, upcoming, upcoming_meetings, or previous_meetings"},"pageSize":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of records per page, 1-300 (e.g., 30, 50, 100)"},"nextPageToken":{"type":"string","required":false,"visibility":"user-or-llm","description":"Token for pagination to get next page of results"}},"oauth":{"required":true,"provider":"zoom","requiredScopes":["meeting:read:list_meetings"]}},"zoom_list_past_participants":{"id":"zoom_list_past_participants","name":"Zoom List Past Participants","description":"List participants from a past Zoom meeting","version":"1.0.0","params":{"meetingId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The past meeting ID or UUID (e.g., \\"1234567890\\" or \\"4444AAABBBccccc12345==\\")"},"pageSize":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of records per page, 1-300 (e.g., 30, 50, 100)"},"nextPageToken":{"type":"string","required":false,"visibility":"user-or-llm","description":"Token for pagination to get next page of results"}},"oauth":{"required":true,"provider":"zoom","requiredScopes":["meeting:read:list_past_participants"]}},"zoom_list_recordings":{"id":"zoom_list_recordings","name":"Zoom List Recordings","description":"List all cloud recordings for a Zoom user","version":"1.0.0","params":{"userId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The user ID or email address (e.g., \\"me\\", \\"user@example.com\\", or \\"AbcDefGHi\\"). Use \\"me\\" for the authenticated user with OAuth credentials. With a Zoom server-to-server service account, \\"me\\" is not supported — provide the target user ID or email address."},"from":{"type":"string","required":false,"visibility":"user-or-llm","description":"Start date in yyyy-mm-dd format (within last 6 months)"},"to":{"type":"string","required":false,"visibility":"user-or-llm","description":"End date in yyyy-mm-dd format"},"pageSize":{"type":"number","required":false,"visibility":"user-or-llm","description":"Number of records per page, 1-300 (e.g., 30, 50, 100)"},"nextPageToken":{"type":"string","required":false,"visibility":"user-or-llm","description":"Token for pagination to get next page of results"},"trash":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Set to true to list recordings from trash"}},"oauth":{"required":true,"provider":"zoom","requiredScopes":["cloud_recording:read:list_user_recordings"]}},"zoom_update_meeting":{"id":"zoom_update_meeting","name":"Zoom Update Meeting","description":"Update an existing Zoom meeting","version":"1.0.0","params":{"meetingId":{"type":"string","required":true,"visibility":"user-or-llm","description":"The meeting ID to update (e.g., \\"1234567890\\" or \\"85746065432\\")"},"topic":{"type":"string","required":false,"visibility":"user-or-llm","description":"Meeting topic (e.g., \\"Weekly Team Standup\\" or \\"Project Review\\")"},"type":{"type":"number","required":false,"visibility":"user-or-llm","description":"Meeting type: 1=instant, 2=scheduled, 3=recurring no fixed time, 8=recurring fixed time"},"startTime":{"type":"string","required":false,"visibility":"user-or-llm","description":"Meeting start time in ISO 8601 format (e.g., 2025-06-03T10:00:00Z)"},"duration":{"type":"number","required":false,"visibility":"user-or-llm","description":"Meeting duration in minutes (e.g., 30, 60, 90)"},"timezone":{"type":"string","required":false,"visibility":"user-or-llm","description":"Timezone for the meeting (e.g., America/Los_Angeles)"},"password":{"type":"string","required":false,"visibility":"user-or-llm","description":"Meeting password"},"agenda":{"type":"string","required":false,"visibility":"user-or-llm","description":"Meeting agenda or description text"},"hostVideo":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Start with host video on"},"participantVideo":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Start with participant video on"},"joinBeforeHost":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Allow participants to join before host"},"muteUponEntry":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Mute participants upon entry"},"waitingRoom":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Enable waiting room"},"autoRecording":{"type":"string","required":false,"visibility":"user-or-llm","description":"Auto recording setting: local, cloud, or none"}},"oauth":{"required":true,"provider":"zoom","requiredScopes":["meeting:update:meeting"]}},"zoominfo_enrich_companies":{"id":"zoominfo_enrich_companies","name":"ZoomInfo Enrich Companies","description":"Enrich up to 25 companies in one request with detailed firmographics, industry, financials, and more.","version":"1.0.0","params":{"clientId":{"type":"string","required":true,"visibility":"user-only","description":"ZoomInfo OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"ZoomInfo OAuth client secret"},"matchCompanyInput":{"type":"string","required":true,"visibility":"user-or-llm","description":"JSON array (1-25 items) of company matching criteria, e.g. [{\\"companyName\\":\\"Acme\\",\\"companyWebsite\\":\\"acme.com\\"}]"},"outputFields":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON array or comma-separated list of fields to return (e.g. [\\"id\\",\\"name\\",\\"website\\",\\"revenue\\",\\"employeeCount\\"]). Defaults to a standard firmographic set if omitted."}}},"zoominfo_enrich_contacts":{"id":"zoominfo_enrich_contacts","name":"ZoomInfo Enrich Contacts","description":"Enrich up to 25 contacts in one request with verified emails, phone numbers, job details, and more.","version":"1.0.0","params":{"clientId":{"type":"string","required":true,"visibility":"user-only","description":"ZoomInfo OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"ZoomInfo OAuth client secret"},"matchPersonInput":{"type":"string","required":true,"visibility":"user-or-llm","description":"JSON array (1-25 items) of contact matching criteria, e.g. [{\\"firstName\\":\\"Jane\\",\\"lastName\\":\\"Doe\\",\\"companyName\\":\\"Acme\\"}]"},"outputFields":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON array or comma-separated list of fields to return (e.g. [\\"id\\",\\"firstName\\",\\"email\\",\\"phone\\",\\"jobTitle\\"]). Defaults to a standard contact set if omitted."},"requiredFields":{"type":"string","required":false,"visibility":"user-or-llm","description":"JSON array or comma-separated list of fields that must exist in results (e.g. [\\"email\\"])"}}},"zoominfo_search_companies":{"id":"zoominfo_search_companies","name":"ZoomInfo Search Companies","description":"Search the ZoomInfo company database by name, industry, location, and size.","version":"1.0.0","params":{"clientId":{"type":"string","required":true,"visibility":"user-only","description":"ZoomInfo OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"ZoomInfo OAuth client secret"},"companyName":{"type":"string","required":false,"visibility":"user-or-llm","description":"Company name to search for"},"companyWebsite":{"type":"string","required":false,"visibility":"user-or-llm","description":"Company website (comma-separated for multiple)"},"companyTicker":{"type":"string","required":false,"visibility":"user-or-llm","description":"Stock ticker symbols — JSON array, comma-separated list, or single ticker. Sent to the API as an array."},"industryCodes":{"type":"string","required":false,"visibility":"user-or-llm","description":"Industry codes — JSON array or comma-separated list. Sent to the API as a comma-separated string."},"country":{"type":"string","required":false,"visibility":"user-or-llm","description":"Country name"},"state":{"type":"string","required":false,"visibility":"user-or-llm","description":"State or province"},"metroRegion":{"type":"string","required":false,"visibility":"user-or-llm","description":"US/Canada metro region"},"revenueMin":{"type":"number","required":false,"visibility":"user-or-llm","description":"Minimum annual revenue in thousands USD"},"revenueMax":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum annual revenue in thousands USD"},"employeeRangeMin":{"type":"number","required":false,"visibility":"user-or-llm","description":"Minimum employee count"},"employeeRangeMax":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum employee count"},"excludeDefunctCompanies":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Exclude inactive companies"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number (1-based)"},"rpp":{"type":"number","required":false,"visibility":"user-or-llm","description":"Results per page (1-100, default 25)"},"sortBy":{"type":"string","required":false,"visibility":"user-or-llm","description":"Field to sort by"},"sortOrder":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort order (asc or desc)"}}},"zoominfo_search_contacts":{"id":"zoominfo_search_contacts","name":"ZoomInfo Search Contacts","description":"Search ZoomInfo for contacts (people) by name, job title, company, and other filters. Does not return emails or phone numbers — use Enrich Contacts for engagement data.","version":"1.0.0","params":{"clientId":{"type":"string","required":true,"visibility":"user-only","description":"ZoomInfo OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"ZoomInfo OAuth client secret"},"firstName":{"type":"string","required":false,"visibility":"user-or-llm","description":"First name"},"lastName":{"type":"string","required":false,"visibility":"user-or-llm","description":"Last name"},"fullName":{"type":"string","required":false,"visibility":"user-or-llm","description":"Full name"},"emailAddress":{"type":"string","required":false,"visibility":"user-or-llm","description":"Email address"},"jobTitle":{"type":"string","required":false,"visibility":"user-or-llm","description":"Job title"},"managementLevel":{"type":"string","required":false,"visibility":"user-or-llm","description":"Management level — JSON array or comma-separated list. Sent to the API as a comma-separated string."},"department":{"type":"string","required":false,"visibility":"user-or-llm","description":"Department — JSON array or comma-separated list. Sent to the API as a comma-separated string."},"companyId":{"type":"string","required":false,"visibility":"user-or-llm","description":"ZoomInfo company ID"},"companyName":{"type":"string","required":false,"visibility":"user-or-llm","description":"Company name"},"contactAccuracyScoreMin":{"type":"number","required":false,"visibility":"user-or-llm","description":"Minimum accuracy score (70-99)"},"requiredFields":{"type":"string","required":false,"visibility":"user-or-llm","description":"Fields that must exist in results — JSON array or comma-separated list. Sent to the API as a comma-separated string."},"excludePartialProfiles":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Exclude partial profiles"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number (1-based)"},"rpp":{"type":"number","required":false,"visibility":"user-or-llm","description":"Results per page (1-100, default 25)"},"sortBy":{"type":"string","required":false,"visibility":"user-or-llm","description":"Field to sort by"},"sortOrder":{"type":"string","required":false,"visibility":"user-or-llm","description":"Sort order (asc or desc)"}}},"zoominfo_search_intent":{"id":"zoominfo_search_intent","name":"ZoomInfo Search Intent","description":"Search for companies showing intent signals on specific topics.","version":"1.0.0","params":{"clientId":{"type":"string","required":true,"visibility":"user-only","description":"ZoomInfo OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"ZoomInfo OAuth client secret"},"topics":{"type":"string","required":true,"visibility":"user-or-llm","description":"Up to 50 intent topics as JSON array or comma-separated list (e.g. [\\"CRM Software\\",\\"Marketing Automation\\"])"},"signalStartDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Earliest signal date (YYYY-MM-DD)"},"signalEndDate":{"type":"string","required":false,"visibility":"user-or-llm","description":"Latest signal date (YYYY-MM-DD)"},"signalScoreMin":{"type":"number","required":false,"visibility":"user-or-llm","description":"Minimum signal score (60-100)"},"signalScoreMax":{"type":"number","required":false,"visibility":"user-or-llm","description":"Maximum signal score (60-100)"},"audienceStrengthMin":{"type":"string","required":false,"visibility":"user-or-llm","description":"Minimum audience strength (A-E, A is largest)"},"audienceStrengthMax":{"type":"string","required":false,"visibility":"user-or-llm","description":"Maximum audience strength (A-E, A is largest)"},"findRecommendedContacts":{"type":"boolean","required":false,"visibility":"user-or-llm","description":"Include recommended contacts (default true)"},"country":{"type":"string","required":false,"visibility":"user-or-llm","description":"Country filter"},"state":{"type":"string","required":false,"visibility":"user-or-llm","description":"State filter"},"industryCodes":{"type":"string","required":false,"visibility":"user-or-llm","description":"Industry codes — JSON array or comma-separated list. Sent to the API as a comma-separated string."},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number (1-based)"},"rpp":{"type":"number","required":false,"visibility":"user-or-llm","description":"Results per page (1-100, default 25)"}}},"zoominfo_search_news":{"id":"zoominfo_search_news","name":"ZoomInfo Search News","description":"Search ZoomInfo news articles by category, URL, or date range.","version":"1.0.0","params":{"clientId":{"type":"string","required":true,"visibility":"user-only","description":"ZoomInfo OAuth client ID"},"clientSecret":{"type":"string","required":true,"visibility":"user-only","description":"ZoomInfo OAuth client secret"},"categories":{"type":"string","required":false,"visibility":"user-or-llm","description":"News categories as JSON array or comma-separated list"},"url":{"type":"string","required":false,"visibility":"user-or-llm","description":"News source URLs as JSON array or comma-separated list"},"pageDateMin":{"type":"string","required":false,"visibility":"user-or-llm","description":"Earliest publish date (YYYY-MM-DD)"},"pageDateMax":{"type":"string","required":false,"visibility":"user-or-llm","description":"Latest publish date (YYYY-MM-DD)"},"page":{"type":"number","required":false,"visibility":"user-or-llm","description":"Page number (1-based)"},"rpp":{"type":"number","required":false,"visibility":"user-or-llm","description":"Results per page (1-100, default 25)"}}}}'
 )
 
 export default toolMetadata
diff --git a/apps/sim/tools/generated/tool-outputs.ts b/apps/sim/tools/generated/tool-outputs.ts
index 510049efba7..87f68e4f0a4 100644
--- a/apps/sim/tools/generated/tool-outputs.ts
+++ b/apps/sim/tools/generated/tool-outputs.ts
@@ -3,7 +3,7 @@
 
 /** Declared output shapes for every built-in tool, keyed by tool id. */
 const toolOutputs: Record<string, unknown> = JSON.parse(
-  '{"a2a_cancel_task":{"taskId":{"type":"string","description":"Task identifier"},"state":{"type":"string","description":"Task lifecycle state after cancellation"},"canceled":{"type":"boolean","description":"Whether the task was canceled"}},"a2a_get_agent_card":{"name":{"type":"string","description":"Agent display name"},"description":{"type":"string","description":"Agent description"},"url":{"type":"string","description":"Agent endpoint URL"},"version":{"type":"string","description":"The agent\'s own version"},"protocolVersion":{"type":"string","description":"A2A protocol version the agent exposes"},"capabilities":{"type":"json","description":"Agent capability flags","properties":{"streaming":{"type":"boolean","description":"Supports streaming responses"},"pushNotifications":{"type":"boolean","description":"Supports push notifications"},"extendedAgentCard":{"type":"boolean","description":"Provides an extended agent card"}}},"skills":{"type":"array","description":"Skills the agent can perform","items":{"type":"object","properties":{"id":{"type":"string","description":"Skill identifier"},"name":{"type":"string","description":"Skill name"},"description":{"type":"string","description":"Skill description"}}}},"defaultInputModes":{"type":"array","description":"Default accepted input media types","items":{"type":"string"}},"defaultOutputModes":{"type":"array","description":"Default produced output media types","items":{"type":"string"}}},"a2a_get_task":{"content":{"type":"string","description":"Agent response text"},"taskId":{"type":"string","description":"Task identifier"},"contextId":{"type":"string","description":"Conversation/context identifier"},"state":{"type":"string","description":"Task lifecycle state"},"artifacts":{"type":"array","description":"Structured task output artifacts","items":{"type":"object","properties":{"name":{"type":"string","description":"Artifact name"},"description":{"type":"string","description":"Artifact description"},"content":{"type":"string","description":"Artifact text content"}}}}},"a2a_send_message":{"content":{"type":"string","description":"Agent response text"},"taskId":{"type":"string","description":"Task identifier"},"contextId":{"type":"string","description":"Conversation/context identifier"},"state":{"type":"string","description":"Task lifecycle state"},"artifacts":{"type":"array","description":"Structured task output artifacts","items":{"type":"object","properties":{"name":{"type":"string","description":"Artifact name"},"description":{"type":"string","description":"Artifact description"},"content":{"type":"string","description":"Artifact text content"}}}}},"agentmail_create_draft":{"draftId":{"type":"string","description":"Unique identifier for the draft"},"inboxId":{"type":"string","description":"Inbox the draft belongs to"},"subject":{"type":"string","description":"Draft subject","optional":true},"to":{"type":"array","description":"Recipient email addresses"},"cc":{"type":"array","description":"CC email addresses"},"bcc":{"type":"array","description":"BCC email addresses"},"text":{"type":"string","description":"Plain text content","optional":true},"html":{"type":"string","description":"HTML content","optional":true},"preview":{"type":"string","description":"Draft preview text","optional":true},"labels":{"type":"array","description":"Labels assigned to the draft"},"inReplyTo":{"type":"string","description":"Message ID this draft replies to","optional":true},"sendStatus":{"type":"string","description":"Send status (scheduled, sending, failed)","optional":true},"sendAt":{"type":"string","description":"Scheduled send time","optional":true},"createdAt":{"type":"string","description":"Creation timestamp"},"updatedAt":{"type":"string","description":"Last updated timestamp"}},"agentmail_create_inbox":{"inboxId":{"type":"string","description":"Unique identifier for the inbox"},"email":{"type":"string","description":"Email address of the inbox"},"displayName":{"type":"string","description":"Display name of the inbox","optional":true},"createdAt":{"type":"string","description":"Creation timestamp"},"updatedAt":{"type":"string","description":"Last updated timestamp"}},"agentmail_delete_draft":{"deleted":{"type":"boolean","description":"Whether the draft was successfully deleted"}},"agentmail_delete_inbox":{"deleted":{"type":"boolean","description":"Whether the inbox was successfully deleted"}},"agentmail_delete_thread":{"deleted":{"type":"boolean","description":"Whether the thread was successfully deleted"}},"agentmail_forward_message":{"messageId":{"type":"string","description":"ID of the forwarded message"},"threadId":{"type":"string","description":"ID of the thread"}},"agentmail_get_draft":{"draftId":{"type":"string","description":"Unique identifier for the draft"},"inboxId":{"type":"string","description":"Inbox the draft belongs to"},"subject":{"type":"string","description":"Draft subject","optional":true},"to":{"type":"array","description":"Recipient email addresses"},"cc":{"type":"array","description":"CC email addresses"},"bcc":{"type":"array","description":"BCC email addresses"},"text":{"type":"string","description":"Plain text content","optional":true},"html":{"type":"string","description":"HTML content","optional":true},"preview":{"type":"string","description":"Draft preview text","optional":true},"labels":{"type":"array","description":"Labels assigned to the draft"},"inReplyTo":{"type":"string","description":"Message ID this draft replies to","optional":true},"sendStatus":{"type":"string","description":"Send status (scheduled, sending, failed)","optional":true},"sendAt":{"type":"string","description":"Scheduled send time","optional":true},"createdAt":{"type":"string","description":"Creation timestamp"},"updatedAt":{"type":"string","description":"Last updated timestamp"}},"agentmail_get_inbox":{"inboxId":{"type":"string","description":"Unique identifier for the inbox"},"email":{"type":"string","description":"Email address of the inbox"},"displayName":{"type":"string","description":"Display name of the inbox","optional":true},"createdAt":{"type":"string","description":"Creation timestamp"},"updatedAt":{"type":"string","description":"Last updated timestamp"}},"agentmail_get_message":{"messageId":{"type":"string","description":"Unique identifier for the message"},"threadId":{"type":"string","description":"ID of the thread this message belongs to"},"from":{"type":"string","description":"Sender email address","optional":true},"to":{"type":"array","description":"Recipient email addresses"},"cc":{"type":"array","description":"CC email addresses"},"bcc":{"type":"array","description":"BCC email addresses"},"subject":{"type":"string","description":"Message subject","optional":true},"text":{"type":"string","description":"Plain text content","optional":true},"html":{"type":"string","description":"HTML content","optional":true},"labels":{"type":"array","description":"Labels assigned to the message"},"timestamp":{"type":"string","description":"Time the message was sent or drafted","optional":true},"createdAt":{"type":"string","description":"Creation timestamp"}},"agentmail_get_thread":{"threadId":{"type":"string","description":"Unique identifier for the thread"},"subject":{"type":"string","description":"Thread subject","optional":true},"senders":{"type":"array","description":"List of sender email addresses"},"recipients":{"type":"array","description":"List of recipient email addresses"},"messageCount":{"type":"number","description":"Number of messages in the thread"},"labels":{"type":"array","description":"Labels assigned to the thread"},"lastMessageAt":{"type":"string","description":"Timestamp of last message","optional":true},"createdAt":{"type":"string","description":"Creation timestamp"},"updatedAt":{"type":"string","description":"Last updated timestamp"},"messages":{"type":"array","description":"Messages in the thread","items":{"type":"object","properties":{"messageId":{"type":"string","description":"Unique identifier for the message"},"from":{"type":"string","description":"Sender email address","optional":true},"to":{"type":"array","description":"Recipient email addresses"},"cc":{"type":"array","description":"CC email addresses"},"bcc":{"type":"array","description":"BCC email addresses"},"subject":{"type":"string","description":"Message subject","optional":true},"text":{"type":"string","description":"Plain text content","optional":true},"html":{"type":"string","description":"HTML content","optional":true},"labels":{"type":"array","description":"Labels assigned to the message"},"timestamp":{"type":"string","description":"Time the message was sent or drafted","optional":true},"createdAt":{"type":"string","description":"Creation timestamp"}}}}},"agentmail_list_drafts":{"drafts":{"type":"array","description":"List of drafts","items":{"type":"object","properties":{"draftId":{"type":"string","description":"Unique identifier for the draft"},"inboxId":{"type":"string","description":"Inbox the draft belongs to"},"subject":{"type":"string","description":"Draft subject","optional":true},"to":{"type":"array","description":"Recipient email addresses"},"cc":{"type":"array","description":"CC email addresses"},"bcc":{"type":"array","description":"BCC email addresses"},"preview":{"type":"string","description":"Draft preview text","optional":true},"sendStatus":{"type":"string","description":"Send status (scheduled, sending, failed)","optional":true},"sendAt":{"type":"string","description":"Scheduled send time","optional":true},"createdAt":{"type":"string","description":"Creation timestamp"},"updatedAt":{"type":"string","description":"Last updated timestamp"}}}},"count":{"type":"number","description":"Total number of drafts"},"nextPageToken":{"type":"string","description":"Token for retrieving the next page","optional":true}},"agentmail_list_inboxes":{"inboxes":{"type":"array","description":"List of inboxes","items":{"type":"object","properties":{"inboxId":{"type":"string","description":"Unique identifier for the inbox"},"email":{"type":"string","description":"Email address of the inbox"},"displayName":{"type":"string","description":"Display name of the inbox","optional":true},"createdAt":{"type":"string","description":"Creation timestamp"},"updatedAt":{"type":"string","description":"Last updated timestamp"}}}},"count":{"type":"number","description":"Total number of inboxes"},"nextPageToken":{"type":"string","description":"Token for retrieving the next page","optional":true}},"agentmail_list_messages":{"messages":{"type":"array","description":"List of messages in the inbox","items":{"type":"object","properties":{"messageId":{"type":"string","description":"Unique identifier for the message"},"from":{"type":"string","description":"Sender email address","optional":true},"to":{"type":"array","description":"Recipient email addresses"},"subject":{"type":"string","description":"Message subject","optional":true},"preview":{"type":"string","description":"Message preview text","optional":true},"timestamp":{"type":"string","description":"Time the message was sent or drafted","optional":true},"createdAt":{"type":"string","description":"Creation timestamp"}}}},"count":{"type":"number","description":"Total number of messages"},"nextPageToken":{"type":"string","description":"Token for retrieving the next page","optional":true}},"agentmail_list_threads":{"threads":{"type":"array","description":"List of email threads","items":{"type":"object","properties":{"threadId":{"type":"string","description":"Unique identifier for the thread"},"subject":{"type":"string","description":"Thread subject","optional":true},"senders":{"type":"array","description":"List of sender email addresses"},"recipients":{"type":"array","description":"List of recipient email addresses"},"messageCount":{"type":"number","description":"Number of messages in the thread"},"lastMessageAt":{"type":"string","description":"Timestamp of last message","optional":true},"createdAt":{"type":"string","description":"Creation timestamp"},"updatedAt":{"type":"string","description":"Last updated timestamp"}}}},"count":{"type":"number","description":"Total number of threads"},"nextPageToken":{"type":"string","description":"Token for retrieving the next page","optional":true}},"agentmail_reply_message":{"messageId":{"type":"string","description":"ID of the sent reply message"},"threadId":{"type":"string","description":"ID of the thread"}},"agentmail_send_draft":{"messageId":{"type":"string","description":"ID of the sent message"},"threadId":{"type":"string","description":"ID of the thread"}},"agentmail_send_message":{"threadId":{"type":"string","description":"ID of the created thread"},"messageId":{"type":"string","description":"ID of the sent message"},"subject":{"type":"string","description":"Email subject line"},"to":{"type":"string","description":"Recipient email address"}},"agentmail_update_draft":{"draftId":{"type":"string","description":"Unique identifier for the draft"},"inboxId":{"type":"string","description":"Inbox the draft belongs to"},"subject":{"type":"string","description":"Draft subject","optional":true},"to":{"type":"array","description":"Recipient email addresses"},"cc":{"type":"array","description":"CC email addresses"},"bcc":{"type":"array","description":"BCC email addresses"},"text":{"type":"string","description":"Plain text content","optional":true},"html":{"type":"string","description":"HTML content","optional":true},"preview":{"type":"string","description":"Draft preview text","optional":true},"labels":{"type":"array","description":"Labels assigned to the draft"},"inReplyTo":{"type":"string","description":"Message ID this draft replies to","optional":true},"sendStatus":{"type":"string","description":"Send status (scheduled, sending, failed)","optional":true},"sendAt":{"type":"string","description":"Scheduled send time","optional":true},"createdAt":{"type":"string","description":"Creation timestamp"},"updatedAt":{"type":"string","description":"Last updated timestamp"}},"agentmail_update_inbox":{"inboxId":{"type":"string","description":"Unique identifier for the inbox"},"email":{"type":"string","description":"Email address of the inbox"},"displayName":{"type":"string","description":"Display name of the inbox","optional":true},"createdAt":{"type":"string","description":"Creation timestamp"},"updatedAt":{"type":"string","description":"Last updated timestamp"}},"agentmail_update_message":{"messageId":{"type":"string","description":"Unique identifier for the message"},"labels":{"type":"array","description":"Current labels on the message"}},"agentmail_update_thread":{"threadId":{"type":"string","description":"Unique 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phone","optional":true,"nullable":true},"dueDate":{"type":"string","description":"Due date","optional":true,"nullable":true},"responseDueDate":{"type":"string","description":"Response due date","optional":true,"nullable":true},"createdTime":{"type":"string","description":"Created timestamp","optional":true},"modifiedTime":{"type":"string","description":"Last modified timestamp","optional":true},"closedTime":{"type":"string","description":"Closed timestamp","optional":true,"nullable":true},"resolution":{"type":"string","description":"Resolution text","optional":true,"nullable":true},"threadCount":{"type":"string","description":"Number of threads","optional":true},"commentCount":{"type":"string","description":"Number of comments","optional":true},"webUrl":{"type":"string","description":"Web URL to the ticket","optional":true},"isEscalated":{"type":"boolean","description":"Whether the ticket is escalated","optional":true},"isOverDue":{"type":"boolean","description":"Whether the ticket is overdue","optional":true},"isSpam":{"type":"boolean","description":"Whether the ticket is marked spam","optional":true},"cf":{"type":"json","description":"Custom field values, keyed by custom field API name","optional":true}}}},"count":{"type":"number","description":"Number of tickets returned"}},"zoho_desk_update_ticket":{"ticket":{"type":"object","description":"The updated ticket","properties":{"id":{"type":"string","description":"Ticket ID"},"ticketNumber":{"type":"string","description":"Human-readable ticket number","optional":true},"subject":{"type":"string","description":"Ticket subject","optional":true},"description":{"type":"string","description":"Ticket description (raw; may be HTML)","optional":true,"nullable":true},"descriptionText":{"type":"string","description":"Plain-text rendering of the description: HTML stripped when the body contains markup, otherwise the description verbatim","optional":true,"nullable":true},"status":{"type":"string","description":"Ticket status","optional":true},"statusType":{"type":"string","description":"Status category (Open/Closed/On Hold)","optional":true},"priority":{"type":"string","description":"Ticket priority","optional":true,"nullable":true},"category":{"type":"string","description":"Ticket category","optional":true,"nullable":true},"subCategory":{"type":"string","description":"Ticket sub-category","optional":true,"nullable":true},"classification":{"type":"string","description":"Ticket classification","optional":true,"nullable":true},"channel":{"type":"string","description":"Origin channel","optional":true},"departmentId":{"type":"string","description":"Department ID","optional":true},"contactId":{"type":"string","description":"Contact ID","optional":true,"nullable":true},"accountId":{"type":"string","description":"Account ID","optional":true,"nullable":true},"assigneeId":{"type":"string","description":"Assignee ID","optional":true,"nullable":true},"email":{"type":"string","description":"Contact email","optional":true,"nullable":true},"phone":{"type":"string","description":"Contact phone","optional":true,"nullable":true},"dueDate":{"type":"string","description":"Due date","optional":true,"nullable":true},"responseDueDate":{"type":"string","description":"Response due date","optional":true,"nullable":true},"createdTime":{"type":"string","description":"Created timestamp","optional":true},"modifiedTime":{"type":"string","description":"Last modified timestamp","optional":true},"closedTime":{"type":"string","description":"Closed timestamp","optional":true,"nullable":true},"resolution":{"type":"string","description":"Resolution text","optional":true,"nullable":true},"threadCount":{"type":"string","description":"Number of threads","optional":true},"commentCount":{"type":"string","description":"Number of comments","optional":true},"webUrl":{"type":"string","description":"Web URL to the ticket","optional":true},"isEscalated":{"type":"boolean","description":"Whether the ticket is escalated","optional":true},"isOverDue":{"type":"boolean","description":"Whether the ticket is overdue","optional":true},"isSpam":{"type":"boolean","description":"Whether the ticket is marked spam","optional":true},"cf":{"type":"json","description":"Custom field values, keyed by custom field API name","optional":true}}}},"zoom_create_meeting":{"meeting":{"type":"object","description":"The created meeting with all its properties","properties":{"id":{"type":"number","description":"Meeting ID"},"uuid":{"type":"string","description":"Meeting UUID"},"host_id":{"type":"string","description":"Host user ID"},"host_email":{"type":"string","description":"Host email address"},"topic":{"type":"string","description":"Meeting topic"},"type":{"type":"number","description":"Meeting type: 1=instant, 2=scheduled, 3=recurring no fixed time, 8=recurring fixed time"},"status":{"type":"string","description":"Meeting status (e.g., waiting, started)"},"start_time":{"type":"string","description":"Start time in ISO 8601 format"},"duration":{"type":"number","description":"Duration in minutes"},"timezone":{"type":"string","description":"Timezone (e.g., America/Los_Angeles)"},"agenda":{"type":"string","description":"Meeting agenda"},"created_at":{"type":"string","description":"Creation timestamp in ISO 8601 format"},"start_url":{"type":"string","description":"URL for host to start the meeting"},"join_url":{"type":"string","description":"URL for participants to join the meeting"},"password":{"type":"string","description":"Meeting password"},"h323_password":{"type":"string","description":"H.323/SIP room system password"},"pstn_password":{"type":"string","description":"PSTN password for phone dial-in"},"encrypted_password":{"type":"string","description":"Encrypted password for joining"},"settings":{"type":"object","description":"Meeting settings","properties":{"host_video":{"type":"boolean","description":"Start with host video on"},"participant_video":{"type":"boolean","description":"Start with participant video on"},"join_before_host":{"type":"boolean","description":"Allow participants to join before host"},"mute_upon_entry":{"type":"boolean","description":"Mute participants upon entry"},"watermark":{"type":"boolean","description":"Add watermark when viewing shared screen"},"audio":{"type":"string","description":"Audio options: both, telephony, or voip"},"auto_recording":{"type":"string","description":"Auto recording: local, cloud, or none"},"waiting_room":{"type":"boolean","description":"Enable waiting room"},"meeting_authentication":{"type":"boolean","description":"Require meeting authentication"},"approval_type":{"type":"number","description":"Approval type: 0=auto, 1=manual, 2=none"}}},"recurrence":{"type":"object","description":"Recurrence settings for recurring meetings","properties":{"type":{"type":"number","description":"Recurrence type: 1=daily, 2=weekly, 3=monthly"},"repeat_interval":{"type":"number","description":"Interval between recurring meetings"},"weekly_days":{"type":"string","description":"Days of week for weekly recurrence (1-7, comma-separated)"},"monthly_day":{"type":"number","description":"Day of month for monthly recurrence"},"monthly_week":{"type":"number","description":"Week of month for monthly recurrence"},"monthly_week_day":{"type":"number","description":"Day of week for monthly recurrence"},"end_times":{"type":"number","description":"Number of occurrences"},"end_date_time":{"type":"string","description":"End date time in ISO 8601 format"}}},"occurrences":{"type":"array","description":"Meeting occurrences for recurring meetings","items":{"type":"object","properties":{"occurrence_id":{"type":"string","description":"Occurrence ID"},"start_time":{"type":"string","description":"Start time in ISO 8601 format"},"duration":{"type":"number","description":"Duration in minutes"},"status":{"type":"string","description":"Occurrence status"}}}}}}},"zoom_delete_meeting":{"success":{"type":"boolean","description":"Whether the meeting was deleted successfully"}},"zoom_delete_recording":{"success":{"type":"boolean","description":"Whether the recording was deleted successfully"}},"zoom_get_meeting":{"meeting":{"type":"object","description":"The meeting details","properties":{"id":{"type":"number","description":"Meeting ID"},"uuid":{"type":"string","description":"Meeting UUID"},"host_id":{"type":"string","description":"Host user ID"},"host_email":{"type":"string","description":"Host email address"},"topic":{"type":"string","description":"Meeting topic"},"type":{"type":"number","description":"Meeting type: 1=instant, 2=scheduled, 3=recurring no fixed time, 8=recurring fixed time"},"status":{"type":"string","description":"Meeting status (e.g., waiting, started)"},"start_time":{"type":"string","description":"Start time in ISO 8601 format"},"duration":{"type":"number","description":"Duration in minutes"},"timezone":{"type":"string","description":"Timezone (e.g., America/Los_Angeles)"},"agenda":{"type":"string","description":"Meeting agenda"},"created_at":{"type":"string","description":"Creation timestamp in ISO 8601 format"},"start_url":{"type":"string","description":"URL for host to start the meeting"},"join_url":{"type":"string","description":"URL for participants to join the meeting"},"password":{"type":"string","description":"Meeting password"},"h323_password":{"type":"string","description":"H.323/SIP room system password"},"pstn_password":{"type":"string","description":"PSTN password for phone dial-in"},"encrypted_password":{"type":"string","description":"Encrypted password for joining"},"settings":{"type":"object","description":"Meeting settings","properties":{"host_video":{"type":"boolean","description":"Start with host video on"},"participant_video":{"type":"boolean","description":"Start with participant video on"},"join_before_host":{"type":"boolean","description":"Allow participants to join before host"},"mute_upon_entry":{"type":"boolean","description":"Mute participants upon entry"},"watermark":{"type":"boolean","description":"Add watermark when viewing shared screen"},"audio":{"type":"string","description":"Audio options: both, telephony, or voip"},"auto_recording":{"type":"string","description":"Auto recording: local, cloud, or none"},"waiting_room":{"type":"boolean","description":"Enable waiting room"},"meeting_authentication":{"type":"boolean","description":"Require meeting authentication"},"approval_type":{"type":"number","description":"Approval type: 0=auto, 1=manual, 2=none"}}},"recurrence":{"type":"object","description":"Recurrence settings for recurring meetings","properties":{"type":{"type":"number","description":"Recurrence type: 1=daily, 2=weekly, 3=monthly"},"repeat_interval":{"type":"number","description":"Interval between recurring meetings"},"weekly_days":{"type":"string","description":"Days of week for weekly recurrence (1-7, comma-separated)"},"monthly_day":{"type":"number","description":"Day of month for monthly recurrence"},"monthly_week":{"type":"number","description":"Week of month for monthly recurrence"},"monthly_week_day":{"type":"number","description":"Day of week for monthly recurrence"},"end_times":{"type":"number","description":"Number of occurrences"},"end_date_time":{"type":"string","description":"End date time in ISO 8601 format"}}},"occurrences":{"type":"array","description":"Meeting occurrences for recurring meetings","items":{"type":"object","properties":{"occurrence_id":{"type":"string","description":"Occurrence ID"},"start_time":{"type":"string","description":"Start time in ISO 8601 format"},"duration":{"type":"number","description":"Duration in minutes"},"status":{"type":"string","description":"Occurrence status"}}}}}}},"zoom_get_meeting_invitation":{"invitation":{"type":"string","description":"The meeting invitation text"}},"zoom_get_meeting_recordings":{"recording":{"type":"object","description":"The meeting recording with all files","properties":{"uuid":{"type":"string","description":"Meeting UUID"},"id":{"type":"number","description":"Meeting ID"},"account_id":{"type":"string","description":"Account ID"},"host_id":{"type":"string","description":"Host user ID"},"topic":{"type":"string","description":"Meeting topic"},"type":{"type":"number","description":"Meeting type"},"start_time":{"type":"string","description":"Meeting start time"},"duration":{"type":"number","description":"Meeting duration in minutes"},"total_size":{"type":"number","description":"Total size of all recordings in bytes"},"recording_count":{"type":"number","description":"Number of recording files"},"share_url":{"type":"string","description":"URL to share recordings"},"recording_files":{"type":"array","description":"List of recording files","items":{"type":"object","properties":{"id":{"type":"string","description":"Recording file ID"},"meeting_id":{"type":"string","description":"Meeting ID associated with the recording"},"recording_start":{"type":"string","description":"Start time of the recording"},"recording_end":{"type":"string","description":"End time of the recording"},"file_type":{"type":"string","description":"Type of recording file (MP4, M4A, etc.)"},"file_extension":{"type":"string","description":"File extension"},"file_size":{"type":"number","description":"File size in bytes"},"play_url":{"type":"string","description":"URL to play the recording"},"download_url":{"type":"string","description":"URL to download the recording"},"status":{"type":"string","description":"Recording status"},"recording_type":{"type":"string","description":"Type of recording (shared_screen, audio_only, etc.)"}}}}}},"files":{"type":"file[]","description":"Downloaded recording files","optional":true}},"zoom_list_meetings":{"meetings":{"type":"array","description":"List of meetings","items":{"type":"object","properties":{"id":{"type":"number","description":"Meeting ID"},"uuid":{"type":"string","description":"Meeting UUID"},"host_id":{"type":"string","description":"Host user ID"},"topic":{"type":"string","description":"Meeting topic"},"type":{"type":"number","description":"Meeting type"},"start_time":{"type":"string","description":"Start time in ISO 8601 format"},"duration":{"type":"number","description":"Duration in minutes"},"timezone":{"type":"string","description":"Timezone"},"agenda":{"type":"string","description":"Meeting agenda"},"created_at":{"type":"string","description":"Creation timestamp"},"join_url":{"type":"string","description":"URL for participants to join"}}}},"pageInfo":{"type":"object","description":"Pagination information","properties":{"pageCount":{"type":"number","description":"Total number of pages"},"pageNumber":{"type":"number","description":"Current page number"},"pageSize":{"type":"number","description":"Number of records per page"},"totalRecords":{"type":"number","description":"Total number of records"},"nextPageToken":{"type":"string","description":"Token for next page of results"}}}},"zoom_list_past_participants":{"participants":{"type":"array","description":"List of meeting participants","items":{"type":"object","properties":{"id":{"type":"string","description":"Participant unique identifier"},"user_id":{"type":"string","description":"User ID if registered Zoom user"},"name":{"type":"string","description":"Participant display name"},"user_email":{"type":"string","description":"Participant email address"},"join_time":{"type":"string","description":"Time when participant joined (ISO 8601)"},"leave_time":{"type":"string","description":"Time when participant left (ISO 8601)"},"duration":{"type":"number","description":"Duration in seconds participant was in meeting"},"attentiveness_score":{"type":"string","description":"Attentiveness score (deprecated)"},"failover":{"type":"boolean","description":"Whether participant failed over to another data center"},"status":{"type":"string","description":"Participant status"}}}},"pageInfo":{"type":"object","description":"Pagination information","properties":{"pageSize":{"type":"number","description":"Number of records per page"},"totalRecords":{"type":"number","description":"Total number of records"},"nextPageToken":{"type":"string","description":"Token for next page of results"}}}},"zoom_list_recordings":{"recordings":{"type":"array","description":"List of recordings","items":{"type":"object","properties":{"uuid":{"type":"string","description":"Meeting UUID"},"id":{"type":"number","description":"Meeting ID"},"account_id":{"type":"string","description":"Account ID"},"host_id":{"type":"string","description":"Host user ID"},"topic":{"type":"string","description":"Meeting topic"},"type":{"type":"number","description":"Meeting type"},"start_time":{"type":"string","description":"Meeting start time"},"duration":{"type":"number","description":"Meeting duration in minutes"},"total_size":{"type":"number","description":"Total size of all recordings in bytes"},"recording_count":{"type":"number","description":"Number of recording files"},"share_url":{"type":"string","description":"URL to share recordings"},"recording_files":{"type":"array","description":"List of recording files","items":{"type":"object","properties":{"id":{"type":"string","description":"Recording file ID"},"meeting_id":{"type":"string","description":"Meeting ID associated with the recording"},"recording_start":{"type":"string","description":"Start time of the recording"},"recording_end":{"type":"string","description":"End time of the recording"},"file_type":{"type":"string","description":"Type of recording file (MP4, M4A, etc.)"},"file_extension":{"type":"string","description":"File extension"},"file_size":{"type":"number","description":"File size in bytes"},"play_url":{"type":"string","description":"URL to play the recording"},"download_url":{"type":"string","description":"URL to download the recording"},"status":{"type":"string","description":"Recording status"},"recording_type":{"type":"string","description":"Type of recording (shared_screen, audio_only, etc.)"}}}}}}},"pageInfo":{"type":"object","description":"Pagination information","properties":{"from":{"type":"string","description":"Start date of query range"},"to":{"type":"string","description":"End date of query range"},"pageSize":{"type":"number","description":"Number of records per page"},"totalRecords":{"type":"number","description":"Total number of records"},"nextPageToken":{"type":"string","description":"Token for next page of results"}}}},"zoom_update_meeting":{"success":{"type":"boolean","description":"Whether the meeting was updated successfully"}},"zoominfo_enrich_companies":{"results":{"type":"array","description":"Enrichment results, one per input with match status and attributes","items":{"type":"json"}}},"zoominfo_enrich_contacts":{"results":{"type":"array","description":"Enrichment results, one per input with match status and attributes","items":{"type":"json"}}},"zoominfo_search_companies":{"companies":{"type":"array","description":"Matching companies","items":{"type":"json"}},"totalResults":{"type":"number","description":"Total number of matching results across all pages","optional":true},"currentPage":{"type":"number","description":"Current page number","optional":true},"totalPages":{"type":"number","description":"Total number of pages available","optional":true}},"zoominfo_search_contacts":{"contacts":{"type":"array","description":"Matching contacts (without emails or phone numbers)","items":{"type":"json"}},"totalResults":{"type":"number","description":"Total number of matching results across all pages","optional":true},"currentPage":{"type":"number","description":"Current page number","optional":true},"totalPages":{"type":"number","description":"Total number of pages available","optional":true}},"zoominfo_search_intent":{"signals":{"type":"array","description":"Intent signals with topic, score, audience strength, and company","items":{"type":"json"}},"totalResults":{"type":"number","description":"Total number of matching results across all pages","optional":true},"currentPage":{"type":"number","description":"Current page number","optional":true},"totalPages":{"type":"number","description":"Total number of pages available","optional":true}},"zoominfo_search_news":{"articles":{"type":"array","description":"News articles matching the filters","items":{"type":"json"}},"totalResults":{"type":"number","description":"Total number of matching results across all pages","optional":true},"currentPage":{"type":"number","description":"Current page number","optional":true},"totalPages":{"type":"number","description":"Total number of pages available","optional":true}}}'
 )
 
 export default toolOutputs
diff --git a/apps/sim/tools/index.ts b/apps/sim/tools/index.ts
index 9944a58a474..36f9a0eeb28 100644
--- a/apps/sim/tools/index.ts
+++ b/apps/sim/tools/index.ts
@@ -1454,6 +1454,9 @@ export async function executeTool(
         if (data.instanceUrl) {
           contextParams.instanceUrl = data.instanceUrl
         }
+        if (data.apiDomain && !contextParams.apiDomain) {
+          contextParams.apiDomain = data.apiDomain
+        }
         if (data.cloudId && !contextParams.cloudId) {
           contextParams.cloudId = data.cloudId
         }
diff --git a/apps/sim/tools/registry.ts b/apps/sim/tools/registry.ts
index 93bdc6fba69..754066d0858 100644
--- a/apps/sim/tools/registry.ts
+++ b/apps/sim/tools/registry.ts
@@ -4713,6 +4713,18 @@ import {
   zepGetUserTool,
 } from '@/tools/zep'
 import { zerobounceGetCreditsTool, zerobounceVerifyEmailTool } from '@/tools/zerobounce'
+import {
+  zohoDeskAddCommentTool,
+  zohoDeskGetAttachmentTool,
+  zohoDeskGetContactTool,
+  zohoDeskGetThreadTool,
+  zohoDeskGetTicketTool,
+  zohoDeskListCommentsTool,
+  zohoDeskListOrganizationsTool,
+  zohoDeskListThreadsTool,
+  zohoDeskListTicketsTool,
+  zohoDeskUpdateTicketTool,
+} from '@/tools/zoho_desk'
 import {
   zoomCreateMeetingTool,
   zoomDeleteMeetingTool,
@@ -8921,6 +8933,16 @@ export const tools: Record<string, ToolConfig> = {
   zendesk_delete_organization: zendeskDeleteOrganizationTool,
   zendesk_search: zendeskSearchTool,
   zendesk_search_count: zendeskSearchCountTool,
+  zoho_desk_list_tickets: zohoDeskListTicketsTool,
+  zoho_desk_get_ticket: zohoDeskGetTicketTool,
+  zoho_desk_update_ticket: zohoDeskUpdateTicketTool,
+  zoho_desk_list_comments: zohoDeskListCommentsTool,
+  zoho_desk_add_comment: zohoDeskAddCommentTool,
+  zoho_desk_list_threads: zohoDeskListThreadsTool,
+  zoho_desk_get_thread: zohoDeskGetThreadTool,
+  zoho_desk_get_contact: zohoDeskGetContactTool,
+  zoho_desk_list_organizations: zohoDeskListOrganizationsTool,
+  zoho_desk_get_attachment: zohoDeskGetAttachmentTool,
   intercom_create_contact: intercomCreateContactTool,
   intercom_create_contact_v2: intercomCreateContactV2Tool,
   intercom_get_contact: intercomGetContactTool,
diff --git a/apps/sim/tools/zoho_desk/add_comment.ts b/apps/sim/tools/zoho_desk/add_comment.ts
new file mode 100644
index 00000000000..00266593fae
--- /dev/null
+++ b/apps/sim/tools/zoho_desk/add_comment.ts
@@ -0,0 +1,98 @@
+import type { ToolConfig } from '@/tools/types'
+import type { ZohoDeskAddCommentParams, ZohoDeskResponse } from '@/tools/zoho_desk/types'
+import { ZOHO_DESK_COMMENT_PROPERTIES } from '@/tools/zoho_desk/types'
+import {
+  buildZohoDeskHeaders,
+  getZohoDeskApiBase,
+  getZohoDeskErrorMessage,
+  requireZohoDeskId,
+  withDerivedContentText,
+} from '@/tools/zoho_desk/utils'
+
+export const zohoDeskAddCommentTool: ToolConfig<ZohoDeskAddCommentParams, ZohoDeskResponse> = {
+  id: 'zoho_desk_add_comment',
+  name: 'Zoho Desk Add Comment',
+  description: 'Add a comment to a Zoho Desk ticket.',
+  version: '1.0.0',
+
+  oauth: { required: true, provider: 'zoho-desk' },
+
+  params: {
+    accessToken: {
+      type: 'string',
+      required: true,
+      visibility: 'hidden',
+      description: 'Zoho Desk OAuth access token',
+    },
+    apiDomain: {
+      type: 'string',
+      required: false,
+      visibility: 'hidden',
+      description: 'Zoho Desk data-center REST base URL',
+    },
+    orgId: {
+      type: 'string',
+      required: true,
+      visibility: 'user-only',
+      description: 'Zoho Desk organization ID',
+    },
+    ticketId: {
+      type: 'string',
+      required: true,
+      visibility: 'user-or-llm',
+      description: 'Ticket ID',
+    },
+    content: {
+      type: 'string',
+      required: true,
+      visibility: 'user-or-llm',
+      description: 'Comment content',
+    },
+    contentType: {
+      type: 'string',
+      required: false,
+      visibility: 'user-or-llm',
+      description:
+        "Content type: plainText or html. Defaults to plainText so agent-written text posts literally; pass 'html' to send markup (Zoho's own API default is html).",
+    },
+    isPublic: {
+      type: 'boolean',
+      required: false,
+      visibility: 'user-or-llm',
+      description: 'Whether the comment is public',
+    },
+  },
+
+  request: {
+    url: (params) =>
+      `${getZohoDeskApiBase(params)}/tickets/${encodeURIComponent(requireZohoDeskId(params.ticketId, 'Ticket ID'))}/comments`,
+    method: 'POST',
+    headers: (params) => buildZohoDeskHeaders(params),
+    body: (params) => ({
+      content: params.content,
+      contentType: params.contentType || 'plainText',
+      isPublic: params.isPublic ?? false,
+    }),
+  },
+
+  transformResponse: async (response) => {
+    const data = await response.json().catch(() => ({}))
+    if (!response.ok) {
+      throw new Error(
+        getZohoDeskErrorMessage(data, `Failed to add comment (HTTP ${response.status})`)
+      )
+    }
+    return {
+      success: true,
+      output: { comment: withDerivedContentText(data) },
+    }
+  },
+
+  outputs: {
+    comment: {
+      type: 'object',
+      description: 'The created comment',
+      properties: ZOHO_DESK_COMMENT_PROPERTIES,
+    },
+  },
+}
diff --git a/apps/sim/tools/zoho_desk/get_attachment.ts b/apps/sim/tools/zoho_desk/get_attachment.ts
new file mode 100644
index 00000000000..939ac2204f6
--- /dev/null
+++ b/apps/sim/tools/zoho_desk/get_attachment.ts
@@ -0,0 +1,73 @@
+import type { ToolConfig } from '@/tools/types'
+import type { ZohoDeskGetAttachmentParams, ZohoDeskResponse } from '@/tools/zoho_desk/types'
+
+export const zohoDeskGetAttachmentTool: ToolConfig<ZohoDeskGetAttachmentParams, ZohoDeskResponse> =
+  {
+    id: 'zoho_desk_get_attachment',
+    name: 'Zoho Desk Get Attachment',
+    description: 'Download a Zoho Desk ticket attachment (from its href) as a file.',
+    version: '1.0.0',
+
+    oauth: { required: true, provider: 'zoho-desk' },
+
+    params: {
+      accessToken: {
+        type: 'string',
+        required: true,
+        visibility: 'hidden',
+        description: 'Zoho Desk OAuth access token',
+      },
+      apiDomain: {
+        type: 'string',
+        required: false,
+        visibility: 'hidden',
+        description: 'Zoho Desk data-center REST base URL',
+      },
+      orgId: {
+        type: 'string',
+        required: true,
+        visibility: 'user-only',
+        description: 'Zoho Desk organization ID',
+      },
+      href: {
+        type: 'string',
+        required: true,
+        visibility: 'user-or-llm',
+        description: 'Attachment download href (from a thread or comment attachment)',
+      },
+      fileName: {
+        type: 'string',
+        required: false,
+        visibility: 'user-or-llm',
+        description: 'Optional file name for the downloaded file',
+      },
+    },
+
+    request: {
+      url: '/api/tools/zoho_desk/attachment',
+      method: 'POST',
+      headers: () => ({ 'Content-Type': 'application/json' }),
+      body: (params) => ({
+        accessToken: params.accessToken,
+        apiDomain: params.apiDomain,
+        orgId: params.orgId,
+        href: params.href,
+        fileName: params.fileName,
+      }),
+    },
+
+    transformResponse: async (response) => {
+      const data = await response.json().catch(() => ({}))
+      if (!response.ok || !data?.success) {
+        throw new Error(data?.error || `Failed to download attachment (HTTP ${response.status})`)
+      }
+      return {
+        success: true,
+        output: { file: data.output?.file },
+      }
+    },
+
+    outputs: {
+      file: { type: 'file', description: 'The downloaded attachment file' },
+    },
+  }
diff --git a/apps/sim/tools/zoho_desk/get_contact.ts b/apps/sim/tools/zoho_desk/get_contact.ts
new file mode 100644
index 00000000000..9cace5b1f9f
--- /dev/null
+++ b/apps/sim/tools/zoho_desk/get_contact.ts
@@ -0,0 +1,73 @@
+import type { ToolConfig } from '@/tools/types'
+import type { ZohoDeskGetContactParams, ZohoDeskResponse } from '@/tools/zoho_desk/types'
+import { ZOHO_DESK_CONTACT_PROPERTIES } from '@/tools/zoho_desk/types'
+import {
+  buildZohoDeskHeaders,
+  getZohoDeskApiBase,
+  getZohoDeskErrorMessage,
+  requireZohoDeskId,
+} from '@/tools/zoho_desk/utils'
+
+export const zohoDeskGetContactTool: ToolConfig<ZohoDeskGetContactParams, ZohoDeskResponse> = {
+  id: 'zoho_desk_get_contact',
+  name: 'Zoho Desk Get Contact',
+  description: 'Retrieve a Zoho Desk contact by ID.',
+  version: '1.0.0',
+
+  oauth: { required: true, provider: 'zoho-desk' },
+
+  params: {
+    accessToken: {
+      type: 'string',
+      required: true,
+      visibility: 'hidden',
+      description: 'Zoho Desk OAuth access token',
+    },
+    apiDomain: {
+      type: 'string',
+      required: false,
+      visibility: 'hidden',
+      description: 'Zoho Desk data-center REST base URL',
+    },
+    orgId: {
+      type: 'string',
+      required: true,
+      visibility: 'user-only',
+      description: 'Zoho Desk organization ID',
+    },
+    contactId: {
+      type: 'string',
+      required: true,
+      visibility: 'user-or-llm',
+      description: 'Contact ID to retrieve',
+    },
+  },
+
+  request: {
+    url: (params) =>
+      `${getZohoDeskApiBase(params)}/contacts/${encodeURIComponent(requireZohoDeskId(params.contactId, 'Contact ID'))}`,
+    method: 'GET',
+    headers: (params) => buildZohoDeskHeaders(params),
+  },
+
+  transformResponse: async (response) => {
+    const data = await response.json().catch(() => ({}))
+    if (!response.ok) {
+      throw new Error(
+        getZohoDeskErrorMessage(data, `Failed to get contact (HTTP ${response.status})`)
+      )
+    }
+    return {
+      success: true,
+      output: { contact: data },
+    }
+  },
+
+  outputs: {
+    contact: {
+      type: 'object',
+      description: 'The contact',
+      properties: ZOHO_DESK_CONTACT_PROPERTIES,
+    },
+  },
+}
diff --git a/apps/sim/tools/zoho_desk/get_thread.ts b/apps/sim/tools/zoho_desk/get_thread.ts
new file mode 100644
index 00000000000..4eea3dec05d
--- /dev/null
+++ b/apps/sim/tools/zoho_desk/get_thread.ts
@@ -0,0 +1,76 @@
+import type { ToolConfig } from '@/tools/types'
+import type { ZohoDeskGetThreadParams, ZohoDeskResponse } from '@/tools/zoho_desk/types'
+import { ZOHO_DESK_THREAD_PROPERTIES } from '@/tools/zoho_desk/types'
+import {
+  buildZohoDeskHeaders,
+  getZohoDeskApiBase,
+  getZohoDeskErrorMessage,
+  requireZohoDeskId,
+  withDerivedContentText,
+} from '@/tools/zoho_desk/utils'
+
+export const zohoDeskGetThreadTool: ToolConfig<ZohoDeskGetThreadParams, ZohoDeskResponse> = {
+  id: 'zoho_desk_get_thread',
+  name: 'Zoho Desk Get Thread',
+  description: 'Retrieve the full content of a single Zoho Desk ticket thread.',
+  version: '1.0.0',
+
+  oauth: { required: true, provider: 'zoho-desk' },
+
+  params: {
+    accessToken: {
+      type: 'string',
+      required: true,
+      visibility: 'hidden',
+      description: 'Zoho Desk OAuth access token',
+    },
+    apiDomain: {
+      type: 'string',
+      required: false,
+      visibility: 'hidden',
+      description: 'Zoho Desk data-center REST base URL',
+    },
+    orgId: {
+      type: 'string',
+      required: true,
+      visibility: 'user-only',
+      description: 'Zoho Desk organization ID',
+    },
+    ticketId: {
+      type: 'string',
+      required: true,
+      visibility: 'user-or-llm',
+      description: 'Ticket ID',
+    },
+    threadId: {
+      type: 'string',
+      required: true,
+      visibility: 'user-or-llm',
+      description: 'Thread ID',
+    },
+  },
+
+  request: {
+    url: (params) =>
+      `${getZohoDeskApiBase(params)}/tickets/${encodeURIComponent(requireZohoDeskId(params.ticketId, 'Ticket ID'))}/threads/${encodeURIComponent(requireZohoDeskId(params.threadId, 'Thread ID'))}`,
+    method: 'GET',
+    headers: (params) => buildZohoDeskHeaders(params),
+  },
+
+  transformResponse: async (response) => {
+    const data = await response.json().catch(() => ({}))
+    if (!response.ok) {
+      throw new Error(
+        getZohoDeskErrorMessage(data, `Failed to get thread (HTTP ${response.status})`)
+      )
+    }
+    return {
+      success: true,
+      output: { thread: withDerivedContentText(data) },
+    }
+  },
+
+  outputs: {
+    thread: { type: 'object', description: 'The thread', properties: ZOHO_DESK_THREAD_PROPERTIES },
+  },
+}
diff --git a/apps/sim/tools/zoho_desk/get_ticket.ts b/apps/sim/tools/zoho_desk/get_ticket.ts
new file mode 100644
index 00000000000..9c9a1a858ca
--- /dev/null
+++ b/apps/sim/tools/zoho_desk/get_ticket.ts
@@ -0,0 +1,84 @@
+import type { ToolConfig } from '@/tools/types'
+import type { ZohoDeskGetTicketParams, ZohoDeskResponse } from '@/tools/zoho_desk/types'
+import { ZOHO_DESK_TICKET_PROPERTIES } from '@/tools/zoho_desk/types'
+import {
+  buildZohoDeskHeaders,
+  getZohoDeskApiBase,
+  getZohoDeskErrorMessage,
+  requireZohoDeskId,
+  withDerivedContentText,
+} from '@/tools/zoho_desk/utils'
+
+export const zohoDeskGetTicketTool: ToolConfig<ZohoDeskGetTicketParams, ZohoDeskResponse> = {
+  id: 'zoho_desk_get_ticket',
+  name: 'Zoho Desk Get Ticket',
+  description: 'Retrieve a single Zoho Desk ticket by ID.',
+  version: '1.0.0',
+
+  oauth: { required: true, provider: 'zoho-desk' },
+
+  params: {
+    accessToken: {
+      type: 'string',
+      required: true,
+      visibility: 'hidden',
+      description: 'Zoho Desk OAuth access token',
+    },
+    apiDomain: {
+      type: 'string',
+      required: false,
+      visibility: 'hidden',
+      description: 'Zoho Desk data-center REST base URL',
+    },
+    orgId: {
+      type: 'string',
+      required: true,
+      visibility: 'user-only',
+      description: 'Zoho Desk organization ID',
+    },
+    ticketId: {
+      type: 'string',
+      required: true,
+      visibility: 'user-or-llm',
+      description: 'Ticket ID to retrieve',
+    },
+    include: {
+      type: 'string',
+      required: false,
+      visibility: 'user-or-llm',
+      description:
+        'Comma-separated related data to embed. Allowed: contacts, products, assignee, departments, contract, isRead, team, skills',
+    },
+  },
+
+  request: {
+    url: (params) => {
+      const query = new URLSearchParams()
+      if (params.include) query.set('include', params.include)
+      const qs = query.toString()
+      return `${getZohoDeskApiBase(params)}/tickets/${encodeURIComponent(requireZohoDeskId(params.ticketId, 'Ticket ID'))}${qs ? `?${qs}` : ''}`
+    },
+    method: 'GET',
+    headers: (params) => buildZohoDeskHeaders(params),
+  },
+
+  transformResponse: async (response) => {
+    const data = await response.json().catch(() => ({}))
+    if (!response.ok) {
+      throw new Error(
+        getZohoDeskErrorMessage(data, `Failed to get ticket (HTTP ${response.status})`)
+      )
+    }
+    // Adds the derived plain-text `descriptionText` alongside the raw
+    // description without mutating it. Absent or plain-text descriptions are
+    // mirrored unchanged.
+    return {
+      success: true,
+      output: { ticket: withDerivedContentText(data) },
+    }
+  },
+
+  outputs: {
+    ticket: { type: 'object', description: 'The ticket', properties: ZOHO_DESK_TICKET_PROPERTIES },
+  },
+}
diff --git a/apps/sim/tools/zoho_desk/host-allowlist.ts b/apps/sim/tools/zoho_desk/host-allowlist.ts
new file mode 100644
index 00000000000..8a4dc466ffa
--- /dev/null
+++ b/apps/sim/tools/zoho_desk/host-allowlist.ts
@@ -0,0 +1,136 @@
+/**
+ * Zoho-owned apex domains across data centers. `apiDomain` and attachment `href`
+ * values are user/LLM-influenced, so any outbound request that carries the OAuth
+ * token - and the data-center base persisted at token exchange - must anchor its
+ * host to one of these with a strict suffix match. A naive `contains "zoho."` or
+ * `desk.zoho.*` check would accept an attacker domain like `zoho.attacker.com` or
+ * `desk.zoho.com.attacker.com` and leak the token to it.
+ *
+ * Kept in its own dependency-free module so the auth token-exchange path can
+ * validate hosts without pulling in the heavier tool utilities (e.g. html-to-text).
+ */
+const ZOHO_ALLOWED_APEX_DOMAINS = [
+  'zoho.com',
+  'zoho.eu',
+  'zoho.in',
+  'zoho.com.au',
+  'zoho.jp',
+  'zoho.ca',
+  'zoho.sa',
+  'zoho.com.cn',
+  'zoho.uk',
+  'zohoapis.com',
+  'zohoapis.eu',
+  'zohoapis.in',
+  'zohoapis.com.au',
+  'zohoapis.jp',
+  'zohoapis.ca',
+  'zohoapis.sa',
+  'zohoapis.com.cn',
+  'zohoapis.uk',
+]
+
+/** Zoho Desk REST host for the US data center, used whenever no data center is known. */
+export const DEFAULT_ZOHO_DESK_BASE = 'https://desk.zoho.com'
+
+/** True only when the hostname is exactly a Zoho apex or a subdomain of one. */
+export function isZohoHost(hostname: string): boolean {
+  const host = hostname.toLowerCase()
+  return ZOHO_ALLOWED_APEX_DOMAINS.some((apex) => host === apex || host.endsWith(`.${apex}`))
+}
+
+/**
+ * Derive the Zoho Desk REST base URL from a token response `api_domain`
+ * (e.g. `https://www.zohoapis.eu` -> `https://desk.zoho.eu`). Zoho returns the
+ * data-center-scoped `api_domain` on the `www.zohoapis.*` host, but the Desk
+ * REST API lives on `desk.zoho.*` in the same data center. Deriving the Desk
+ * base (instead of assuming `desk.zoho.com`) honors data residency.
+ *
+ * Shared by the OAuth token exchange, which persists the result on the
+ * credential, and by the client-credentials service-account minter, which
+ * returns it alongside the minted token - the two must not drift.
+ *
+ * @returns the derived Desk base, or `undefined` when `apiDomain` is absent,
+ * unparseable, or not a Zoho host. Callers that must distinguish "Zoho told us
+ * a data center" from "we fell back" use this instead of
+ * {@link deriveZohoDeskBaseFromApiDomain}, so an untrusted `api_domain` can
+ * never masquerade as an authoritative US answer.
+ */
+export function tryDeriveZohoDeskBaseFromApiDomain(apiDomain?: string): string | undefined {
+  if (!apiDomain) return undefined
+  try {
+    const host = new URL(apiDomain).host.toLowerCase()
+    // Gate on the strict Zoho apex allowlist before trusting the host: a loose
+    // `desk.zoho.*` pattern would accept a lookalike like `desk.zoho.com.attacker.com`
+    // and persist it as the credential's REST base, later leaking the OAuth token.
+    if (!isZohoHost(host)) return undefined
+    // Map the data-center TLD from the (now trusted) host onto the Desk REST host
+    // in the same data center - works for both www.zohoapis.<tld> and desk.zoho.<tld>.
+    const match = host.match(/zoho(?:apis)?\.([a-z.]+)$/)
+    return match?.[1] ? `https://desk.zoho.${match[1]}` : undefined
+  } catch {
+    return undefined
+  }
+}
+
+/**
+ * Derive the Zoho Desk REST base URL from a token response `api_domain`
+ * (e.g. `https://www.zohoapis.eu` -> `https://desk.zoho.eu`). Zoho returns the
+ * data-center-scoped `api_domain` on the `www.zohoapis.*` host, but the Desk
+ * REST API lives on `desk.zoho.*` in the same data center. Deriving the Desk
+ * base (instead of assuming `desk.zoho.com`) honors data residency.
+ *
+ * Shared by the OAuth token exchange, which persists the result on the
+ * credential, and by the client-credentials service-account minter, which
+ * returns it alongside the minted token - the two must not drift.
+ *
+ * @returns the derived Desk base, or {@link DEFAULT_ZOHO_DESK_BASE} when
+ * `apiDomain` is absent, unparseable, or not a Zoho host.
+ */
+export function deriveZohoDeskBaseFromApiDomain(apiDomain?: string): string {
+  return tryDeriveZohoDeskBaseFromApiDomain(apiDomain) ?? DEFAULT_ZOHO_DESK_BASE
+}
+
+/**
+ * Marker under which the OAuth token exchange persists the data-center-scoped
+ * Desk REST base inside the credential's stored scope string.
+ *
+ * The trailing pattern stops at a comma or whitespace: better-auth persists
+ * Zoho's scopes comma-joined (no spaces), so a greedy `\S+` would swallow the
+ * whole scope list into the host. The Desk base URL itself never contains a
+ * comma or a space.
+ */
+const ZOHO_DESK_BASE_URL_MARKER = /__zoho_domain__:([^\s,]+)/
+
+/**
+ * Read the persisted data-center Desk base out of an OAuth credential's scope
+ * string, returning it only when it is a token-safe https Zoho host. Callers
+ * that get `undefined` fall back to {@link DEFAULT_ZOHO_DESK_BASE} rather than
+ * letting an unrecognized value receive the OAuth token.
+ */
+export function extractZohoDeskBaseFromScope(scope: string | null | undefined): string | undefined {
+  if (typeof scope !== 'string') return undefined
+  const candidate = scope.match(ZOHO_DESK_BASE_URL_MARKER)?.[1]
+  if (!candidate) return undefined
+  try {
+    const url = new URL(candidate)
+    if (url.protocol !== 'https:' || !isZohoHost(url.hostname)) return undefined
+    return candidate.replace(/\/+$/, '')
+  } catch {
+    return undefined
+  }
+}
+
+/**
+ * Assert that a URL is a token-safe Zoho target: it must be `https:` and its host
+ * must be a Zoho apex or subdomain. Returns the parsed URL, or throws (the caller
+ * maps that to a 400) - used by every route that sends the OAuth token to a host
+ * derived from user/LLM-influenced input.
+ */
+export function assertZohoUrl(rawUrl: string): URL {
+  const url = new URL(rawUrl)
+  if (url.protocol !== 'https:' || !isZohoHost(url.hostname)) {
+    throw new Error('URL must be an https Zoho host')
+  }
+  return url
+}
diff --git a/apps/sim/tools/zoho_desk/index.ts b/apps/sim/tools/zoho_desk/index.ts
new file mode 100644
index 00000000000..068573a9f45
--- /dev/null
+++ b/apps/sim/tools/zoho_desk/index.ts
@@ -0,0 +1,10 @@
+export { zohoDeskAddCommentTool } from './add_comment'
+export { zohoDeskGetAttachmentTool } from './get_attachment'
+export { zohoDeskGetContactTool } from './get_contact'
+export { zohoDeskGetThreadTool } from './get_thread'
+export { zohoDeskGetTicketTool } from './get_ticket'
+export { zohoDeskListCommentsTool } from './list_comments'
+export { zohoDeskListOrganizationsTool } from './list_organizations'
+export { zohoDeskListThreadsTool } from './list_threads'
+export { zohoDeskListTicketsTool } from './list_tickets'
+export { zohoDeskUpdateTicketTool } from './update_ticket'
diff --git a/apps/sim/tools/zoho_desk/list_comments.ts b/apps/sim/tools/zoho_desk/list_comments.ts
new file mode 100644
index 00000000000..287dcb35ccc
--- /dev/null
+++ b/apps/sim/tools/zoho_desk/list_comments.ts
@@ -0,0 +1,93 @@
+import type { ToolConfig } from '@/tools/types'
+import type { ZohoDeskListCommentsParams, ZohoDeskResponse } from '@/tools/zoho_desk/types'
+import { ZOHO_DESK_COMMENT_PROPERTIES } from '@/tools/zoho_desk/types'
+import {
+  buildZohoDeskHeaders,
+  getZohoDeskApiBase,
+  getZohoDeskErrorMessage,
+  requireZohoDeskId,
+  withDerivedContentText,
+} from '@/tools/zoho_desk/utils'
+
+export const zohoDeskListCommentsTool: ToolConfig<ZohoDeskListCommentsParams, ZohoDeskResponse> = {
+  id: 'zoho_desk_list_comments',
+  name: 'Zoho Desk List Comments',
+  description: 'List comments on a Zoho Desk ticket.',
+  version: '1.0.0',
+
+  oauth: { required: true, provider: 'zoho-desk' },
+
+  params: {
+    accessToken: {
+      type: 'string',
+      required: true,
+      visibility: 'hidden',
+      description: 'Zoho Desk OAuth access token',
+    },
+    apiDomain: {
+      type: 'string',
+      required: false,
+      visibility: 'hidden',
+      description: 'Zoho Desk data-center REST base URL',
+    },
+    orgId: {
+      type: 'string',
+      required: true,
+      visibility: 'user-only',
+      description: 'Zoho Desk organization ID',
+    },
+    ticketId: {
+      type: 'string',
+      required: true,
+      visibility: 'user-or-llm',
+      description: 'Ticket ID',
+    },
+    from: {
+      type: 'number',
+      required: false,
+      visibility: 'user-or-llm',
+      description: 'Pagination start index (0-based)',
+    },
+    limit: {
+      type: 'number',
+      required: false,
+      visibility: 'user-or-llm',
+      description: 'Number of comments to return (1-100, default 50)',
+    },
+  },
+
+  request: {
+    url: (params) => {
+      const query = new URLSearchParams()
+      if (params.from !== undefined) query.set('from', String(params.from))
+      if (params.limit !== undefined) query.set('limit', String(params.limit))
+      const qs = query.toString()
+      return `${getZohoDeskApiBase(params)}/tickets/${encodeURIComponent(requireZohoDeskId(params.ticketId, 'Ticket ID'))}/comments${qs ? `?${qs}` : ''}`
+    },
+    method: 'GET',
+    headers: (params) => buildZohoDeskHeaders(params),
+  },
+
+  transformResponse: async (response) => {
+    const data = await response.json().catch(() => ({}))
+    if (!response.ok) {
+      throw new Error(
+        getZohoDeskErrorMessage(data, `Failed to list comments (HTTP ${response.status})`)
+      )
+    }
+    const comments = (Array.isArray(data.data) ? data.data : []).map(withDerivedContentText)
+    return {
+      success: true,
+      output: { comments, count: comments.length },
+    }
+  },
+
+  outputs: {
+    comments: {
+      type: 'array',
+      description: 'List of comments',
+      items: { type: 'object', properties: ZOHO_DESK_COMMENT_PROPERTIES },
+    },
+    count: { type: 'number', description: 'Number of comments returned' },
+  },
+}
diff --git a/apps/sim/tools/zoho_desk/list_organizations.ts b/apps/sim/tools/zoho_desk/list_organizations.ts
new file mode 100644
index 00000000000..108abdf6e64
--- /dev/null
+++ b/apps/sim/tools/zoho_desk/list_organizations.ts
@@ -0,0 +1,77 @@
+import type { ToolConfig } from '@/tools/types'
+import type { ZohoDeskListOrganizationsParams, ZohoDeskResponse } from '@/tools/zoho_desk/types'
+import { getZohoDeskApiBase, getZohoDeskErrorMessage } from '@/tools/zoho_desk/utils'
+
+export const zohoDeskListOrganizationsTool: ToolConfig<
+  ZohoDeskListOrganizationsParams,
+  ZohoDeskResponse
+> = {
+  id: 'zoho_desk_list_organizations',
+  name: 'Zoho Desk List Organizations',
+  description: 'List the Zoho Desk organizations (portals) the connected account can access.',
+  version: '1.0.0',
+
+  oauth: { required: true, provider: 'zoho-desk' },
+
+  params: {
+    accessToken: {
+      type: 'string',
+      required: true,
+      visibility: 'hidden',
+      description: 'Zoho Desk OAuth access token',
+    },
+    apiDomain: {
+      type: 'string',
+      required: false,
+      visibility: 'hidden',
+      description: 'Zoho Desk data-center REST base URL',
+    },
+  },
+
+  request: {
+    // The organizations endpoint is the only Desk call that does not require the
+    // orgId header, so it can be listed before an organization is selected.
+    // No query params: Zoho documents none for /organizations and its sample is
+    // a bare GET. Passing an unsupported `limit` risks a 422 on the one call
+    // that bootstraps every other operation. Zoho's default page size applies.
+    url: (params) => `${getZohoDeskApiBase(params)}/organizations`,
+    method: 'GET',
+    headers: (params) => {
+      if (!params.accessToken) throw new Error('Zoho Desk access token is required')
+      return {
+        Authorization: `Zoho-oauthtoken ${params.accessToken}`,
+        'Content-Type': 'application/json',
+      }
+    },
+  },
+
+  transformResponse: async (response) => {
+    const data = await response.json().catch(() => ({}))
+    if (!response.ok) {
+      throw new Error(
+        getZohoDeskErrorMessage(data, `Failed to list organizations (HTTP ${response.status})`)
+      )
+    }
+    const organizations = Array.isArray(data.data) ? data.data : []
+    return {
+      success: true,
+      output: { organizations, count: organizations.length },
+    }
+  },
+
+  outputs: {
+    organizations: {
+      type: 'array',
+      description: 'Accessible organizations',
+      items: {
+        type: 'object',
+        properties: {
+          id: { type: 'string', description: 'Organization ID' },
+          companyName: { type: 'string', description: 'Company name', optional: true },
+          portalName: { type: 'string', description: 'Portal name', optional: true },
+        },
+      },
+    },
+    count: { type: 'number', description: 'Number of organizations returned' },
+  },
+}
diff --git a/apps/sim/tools/zoho_desk/list_threads.ts b/apps/sim/tools/zoho_desk/list_threads.ts
new file mode 100644
index 00000000000..0dea94acfca
--- /dev/null
+++ b/apps/sim/tools/zoho_desk/list_threads.ts
@@ -0,0 +1,94 @@
+import type { ToolConfig } from '@/tools/types'
+import type { ZohoDeskListThreadsParams, ZohoDeskResponse } from '@/tools/zoho_desk/types'
+import { ZOHO_DESK_THREAD_PROPERTIES } from '@/tools/zoho_desk/types'
+import {
+  buildZohoDeskHeaders,
+  getZohoDeskApiBase,
+  getZohoDeskErrorMessage,
+  requireZohoDeskId,
+  withDerivedContentText,
+} from '@/tools/zoho_desk/utils'
+
+export const zohoDeskListThreadsTool: ToolConfig<ZohoDeskListThreadsParams, ZohoDeskResponse> = {
+  id: 'zoho_desk_list_threads',
+  name: 'Zoho Desk List Threads',
+  description:
+    'List conversation threads on a Zoho Desk ticket, newest first (Zoho sorts by sendDateTime descending by default). Returns a list projection: message bodies (content, summary, to/cc/bcc) come back only from Get Thread.',
+  version: '1.0.0',
+
+  oauth: { required: true, provider: 'zoho-desk' },
+
+  params: {
+    accessToken: {
+      type: 'string',
+      required: true,
+      visibility: 'hidden',
+      description: 'Zoho Desk OAuth access token',
+    },
+    apiDomain: {
+      type: 'string',
+      required: false,
+      visibility: 'hidden',
+      description: 'Zoho Desk data-center REST base URL',
+    },
+    orgId: {
+      type: 'string',
+      required: true,
+      visibility: 'user-only',
+      description: 'Zoho Desk organization ID',
+    },
+    ticketId: {
+      type: 'string',
+      required: true,
+      visibility: 'user-or-llm',
+      description: 'Ticket ID',
+    },
+    from: {
+      type: 'number',
+      required: false,
+      visibility: 'user-or-llm',
+      description: 'Pagination start index (0-based)',
+    },
+    limit: {
+      type: 'number',
+      required: false,
+      visibility: 'user-or-llm',
+      description: 'Number of threads to return (1-200, default 100)',
+    },
+  },
+
+  request: {
+    url: (params) => {
+      const query = new URLSearchParams()
+      if (params.from !== undefined) query.set('from', String(params.from))
+      if (params.limit !== undefined) query.set('limit', String(params.limit))
+      const qs = query.toString()
+      return `${getZohoDeskApiBase(params)}/tickets/${encodeURIComponent(requireZohoDeskId(params.ticketId, 'Ticket ID'))}/threads${qs ? `?${qs}` : ''}`
+    },
+    method: 'GET',
+    headers: (params) => buildZohoDeskHeaders(params),
+  },
+
+  transformResponse: async (response) => {
+    const data = await response.json().catch(() => ({}))
+    if (!response.ok) {
+      throw new Error(
+        getZohoDeskErrorMessage(data, `Failed to list threads (HTTP ${response.status})`)
+      )
+    }
+    const threads = (Array.isArray(data.data) ? data.data : []).map(withDerivedContentText)
+    return {
+      success: true,
+      output: { threads, count: threads.length },
+    }
+  },
+
+  outputs: {
+    threads: {
+      type: 'array',
+      description: 'List of threads',
+      items: { type: 'object', properties: ZOHO_DESK_THREAD_PROPERTIES },
+    },
+    count: { type: 'number', description: 'Number of threads returned' },
+  },
+}
diff --git a/apps/sim/tools/zoho_desk/list_tickets.ts b/apps/sim/tools/zoho_desk/list_tickets.ts
new file mode 100644
index 00000000000..3c8674ea8d1
--- /dev/null
+++ b/apps/sim/tools/zoho_desk/list_tickets.ts
@@ -0,0 +1,129 @@
+import type { ToolConfig } from '@/tools/types'
+import type { ZohoDeskListTicketsParams, ZohoDeskResponse } from '@/tools/zoho_desk/types'
+import { ZOHO_DESK_TICKET_PROPERTIES } from '@/tools/zoho_desk/types'
+import {
+  buildZohoDeskHeaders,
+  getZohoDeskApiBase,
+  getZohoDeskErrorMessage,
+} from '@/tools/zoho_desk/utils'
+
+export const zohoDeskListTicketsTool: ToolConfig<ZohoDeskListTicketsParams, ZohoDeskResponse> = {
+  id: 'zoho_desk_list_tickets',
+  name: 'Zoho Desk List Tickets',
+  description:
+    'List tickets from a Zoho Desk organization with optional filters. Returns a list projection: description, resolution, statusType and classification are only available from Get Ticket.',
+  version: '1.0.0',
+
+  oauth: { required: true, provider: 'zoho-desk' },
+
+  params: {
+    accessToken: {
+      type: 'string',
+      required: true,
+      visibility: 'hidden',
+      description: 'Zoho Desk OAuth access token',
+    },
+    apiDomain: {
+      type: 'string',
+      required: false,
+      visibility: 'hidden',
+      description: 'Zoho Desk data-center REST base URL',
+    },
+    orgId: {
+      type: 'string',
+      required: true,
+      visibility: 'user-only',
+      description: 'Zoho Desk organization ID',
+    },
+    from: {
+      type: 'number',
+      required: false,
+      visibility: 'user-or-llm',
+      description: 'Pagination start index (0-based, max 4999)',
+    },
+    limit: {
+      type: 'number',
+      required: false,
+      visibility: 'user-or-llm',
+      description: 'Number of tickets to return (1-100, default 10)',
+    },
+    departmentIds: {
+      type: 'string',
+      required: false,
+      visibility: 'user-or-llm',
+      description: 'Filter by department ID (comma-separated for multiple)',
+    },
+    status: {
+      type: 'string',
+      required: false,
+      visibility: 'user-or-llm',
+      description:
+        'Filter by status, including custom statuses. Comma-separate to match multiple (e.g. "Open,On Hold")',
+    },
+    priority: {
+      type: 'string',
+      required: false,
+      visibility: 'user-or-llm',
+      description: 'Filter by priority. Comma-separate to match multiple (e.g. "High,Urgent")',
+    },
+    sortBy: {
+      type: 'string',
+      required: false,
+      visibility: 'user-or-llm',
+      description:
+        'Sort field: createdTime, customerResponseTime, or responseDueDate. Prefix with - for descending.',
+    },
+    include: {
+      type: 'string',
+      required: false,
+      visibility: 'user-or-llm',
+      description:
+        'Comma-separated related data to embed. Allowed: contacts, products, departments, team, isRead, assignee',
+    },
+  },
+
+  request: {
+    url: (params) => {
+      const query = new URLSearchParams()
+      if (params.from !== undefined) query.set('from', String(params.from))
+      if (params.limit !== undefined) query.set('limit', String(params.limit))
+      // Zoho names this query param `departmentIds` (plural). A singular
+      // `departmentId` is silently ignored, returning every department's tickets.
+      if (params.departmentIds) query.set('departmentIds', params.departmentIds)
+      if (params.status) query.set('status', params.status)
+      if (params.priority) query.set('priority', params.priority)
+      if (params.sortBy) query.set('sortBy', params.sortBy)
+      if (params.include) query.set('include', params.include)
+      const qs = query.toString()
+      return `${getZohoDeskApiBase(params)}/tickets${qs ? `?${qs}` : ''}`
+    },
+    method: 'GET',
+    headers: (params) => buildZohoDeskHeaders(params),
+  },
+
+  transformResponse: async (response) => {
+    const data = await response.json().catch(() => ({}))
+    if (!response.ok) {
+      throw new Error(
+        getZohoDeskErrorMessage(data, `Failed to list tickets (HTTP ${response.status})`)
+      )
+    }
+    const tickets = Array.isArray(data.data) ? data.data : []
+    return {
+      success: true,
+      output: {
+        tickets,
+        count: tickets.length,
+      },
+    }
+  },
+
+  outputs: {
+    tickets: {
+      type: 'array',
+      description: 'List of tickets',
+      items: { type: 'object', properties: ZOHO_DESK_TICKET_PROPERTIES },
+    },
+    count: { type: 'number', description: 'Number of tickets returned' },
+  },
+}
diff --git a/apps/sim/tools/zoho_desk/types.ts b/apps/sim/tools/zoho_desk/types.ts
new file mode 100644
index 00000000000..16c5c3caf1f
--- /dev/null
+++ b/apps/sim/tools/zoho_desk/types.ts
@@ -0,0 +1,329 @@
+import type { ToolOutputProperty, ToolResponse } from '@/tools/types'
+
+/**
+ * Params shared by every Zoho Desk tool. `accessToken` and `apiDomain` are
+ * injected server-side from the stored OAuth credential; `orgId` identifies the
+ * Zoho Desk organization (portal) and is sent as a header on every request.
+ */
+export interface ZohoDeskBaseParams {
+  accessToken: string
+  apiDomain?: string
+  orgId: string
+}
+
+export interface ZohoDeskListTicketsParams extends ZohoDeskBaseParams {
+  from?: number
+  limit?: number
+  /** Comma-separated department IDs. Zoho names this query param plural. */
+  departmentIds?: string
+  status?: string
+  priority?: string
+  sortBy?: string
+  include?: string
+}
+
+export interface ZohoDeskGetTicketParams extends ZohoDeskBaseParams {
+  ticketId: string
+  include?: string
+}
+
+export interface ZohoDeskUpdateTicketParams extends ZohoDeskBaseParams {
+  ticketId: string
+  subject?: string
+  status?: string
+  priority?: string
+  assigneeId?: string
+  departmentId?: string
+  category?: string
+  subCategory?: string
+  dueDate?: string
+  description?: string
+  resolution?: string
+  classification?: string
+  customFields?: Record<string, unknown>
+}
+
+export interface ZohoDeskListCommentsParams extends ZohoDeskBaseParams {
+  ticketId: string
+  from?: number
+  limit?: number
+}
+
+export interface ZohoDeskAddCommentParams extends ZohoDeskBaseParams {
+  ticketId: string
+  content: string
+  contentType?: string
+  isPublic?: boolean
+}
+
+export interface ZohoDeskListThreadsParams extends ZohoDeskBaseParams {
+  ticketId: string
+  from?: number
+  limit?: number
+}
+
+export interface ZohoDeskGetThreadParams extends ZohoDeskBaseParams {
+  ticketId: string
+  threadId: string
+}
+
+export interface ZohoDeskGetContactParams extends ZohoDeskBaseParams {
+  contactId: string
+}
+
+export type ZohoDeskListOrganizationsParams = Pick<ZohoDeskBaseParams, 'accessToken' | 'apiDomain'>
+
+export interface ZohoDeskGetAttachmentParams extends ZohoDeskBaseParams {
+  href: string
+  fileName?: string
+}
+
+export interface ZohoDeskResponse extends ToolResponse {
+  output: Record<string, unknown>
+}
+
+/** Attachment metadata surfaced on comment/thread outputs (not the file bytes). */
+export const ZOHO_DESK_ATTACHMENT_PROPERTIES: Record<string, ToolOutputProperty> = {
+  id: { type: 'string', description: 'Attachment ID' },
+  name: { type: 'string', description: 'File name', optional: true },
+  // Zoho documents this as KB, but serializes it as a string and its samples are
+  // not self-consistent about the unit — report it as Zoho gives it rather than
+  // asserting a unit we would be guessing at.
+  size: { type: 'string', description: 'File size as reported by Zoho', optional: true },
+  href: { type: 'string', description: 'Download href', optional: true },
+}
+
+export const ZOHO_DESK_TICKET_PROPERTIES: Record<string, ToolOutputProperty> = {
+  id: { type: 'string', description: 'Ticket ID' },
+  ticketNumber: { type: 'string', description: 'Human-readable ticket number', optional: true },
+  subject: { type: 'string', description: 'Ticket subject', optional: true },
+  description: {
+    type: 'string',
+    description: 'Ticket description (raw; may be HTML)',
+    optional: true,
+    nullable: true,
+  },
+  descriptionText: {
+    type: 'string',
+    description:
+      'Plain-text rendering of the description: HTML stripped when the body contains markup, otherwise the description verbatim',
+    optional: true,
+    nullable: true,
+  },
+  status: { type: 'string', description: 'Ticket status', optional: true },
+  statusType: {
+    type: 'string',
+    description: 'Status category (Open/Closed/On Hold)',
+    optional: true,
+  },
+  priority: { type: 'string', description: 'Ticket priority', optional: true, nullable: true },
+  category: { type: 'string', description: 'Ticket category', optional: true, nullable: true },
+  subCategory: {
+    type: 'string',
+    description: 'Ticket sub-category',
+    optional: true,
+    nullable: true,
+  },
+  classification: {
+    type: 'string',
+    description: 'Ticket classification',
+    optional: true,
+    nullable: true,
+  },
+  channel: { type: 'string', description: 'Origin channel', optional: true },
+  departmentId: { type: 'string', description: 'Department ID', optional: true },
+  contactId: { type: 'string', description: 'Contact ID', optional: true, nullable: true },
+  accountId: { type: 'string', description: 'Account ID', optional: true, nullable: true },
+  assigneeId: { type: 'string', description: 'Assignee ID', optional: true, nullable: true },
+  email: { type: 'string', description: 'Contact email', optional: true, nullable: true },
+  phone: { type: 'string', description: 'Contact phone', optional: true, nullable: true },
+  dueDate: { type: 'string', description: 'Due date', optional: true, nullable: true },
+  responseDueDate: {
+    type: 'string',
+    description: 'Response due date',
+    optional: true,
+    nullable: true,
+  },
+  createdTime: { type: 'string', description: 'Created timestamp', optional: true },
+  modifiedTime: { type: 'string', description: 'Last modified timestamp', optional: true },
+  closedTime: { type: 'string', description: 'Closed timestamp', optional: true, nullable: true },
+  resolution: { type: 'string', description: 'Resolution text', optional: true, nullable: true },
+  threadCount: { type: 'string', description: 'Number of threads', optional: true },
+  commentCount: { type: 'string', description: 'Number of comments', optional: true },
+  webUrl: { type: 'string', description: 'Web URL to the ticket', optional: true },
+  isEscalated: { type: 'boolean', description: 'Whether the ticket is escalated', optional: true },
+  isOverDue: { type: 'boolean', description: 'Whether the ticket is overdue', optional: true },
+  isSpam: { type: 'boolean', description: 'Whether the ticket is marked spam', optional: true },
+  cf: {
+    type: 'json',
+    description: 'Custom field values, keyed by custom field API name',
+    optional: true,
+  },
+}
+
+export const ZOHO_DESK_COMMENT_PROPERTIES: Record<string, ToolOutputProperty> = {
+  id: { type: 'string', description: 'Comment ID' },
+  content: { type: 'string', description: 'Comment content (raw; may be HTML)', optional: true },
+  contentType: { type: 'string', description: 'Content type (plainText/html)', optional: true },
+  contentText: {
+    type: 'string',
+    description: 'Plain-text rendering of content (HTML stripped when contentType is html)',
+    optional: true,
+  },
+  isPublic: { type: 'boolean', description: 'Whether the comment is public', optional: true },
+  commenterId: { type: 'string', description: 'Commenter ID', optional: true },
+  commenter: {
+    type: 'object',
+    description: 'Who wrote the comment',
+    optional: true,
+    properties: {
+      name: { type: 'string', description: 'Display name', optional: true },
+      firstName: { type: 'string', description: 'First name', optional: true },
+      lastName: { type: 'string', description: 'Last name', optional: true },
+      email: { type: 'string', description: 'Email address', optional: true },
+      type: { type: 'string', description: 'Commenter type (AGENT/END_USER)', optional: true },
+      roleName: { type: 'string', description: 'Role name', optional: true },
+      photoURL: { type: 'string', description: 'Avatar URL', optional: true, nullable: true },
+    },
+  },
+  commentedTime: { type: 'string', description: 'Commented timestamp', optional: true },
+  modifiedTime: {
+    type: 'string',
+    description: 'Modified timestamp',
+    optional: true,
+    nullable: true,
+  },
+  attachments: {
+    type: 'array',
+    description: 'Comment attachments',
+    optional: true,
+    items: { type: 'object', properties: ZOHO_DESK_ATTACHMENT_PROPERTIES },
+  },
+}
+
+export const ZOHO_DESK_THREAD_PROPERTIES: Record<string, ToolOutputProperty> = {
+  id: { type: 'string', description: 'Thread ID' },
+  channel: { type: 'string', description: 'Thread channel', optional: true },
+  direction: { type: 'string', description: 'Direction (in/out)', optional: true },
+  content: {
+    type: 'string',
+    description: 'Thread content (raw; may be HTML)',
+    optional: true,
+    nullable: true,
+  },
+  contentType: { type: 'string', description: 'Content type', optional: true },
+  contentText: {
+    type: 'string',
+    description: 'Plain-text rendering of content (HTML stripped when contentType is html)',
+    optional: true,
+    nullable: true,
+  },
+  summary: { type: 'string', description: 'Thread summary', optional: true, nullable: true },
+  responderId: { type: 'string', description: 'Responder ID', optional: true, nullable: true },
+  createdTime: { type: 'string', description: 'Created timestamp', optional: true },
+  hasAttach: { type: 'boolean', description: 'Whether the thread has attachments', optional: true },
+  attachmentCount: { type: 'string', description: 'Number of attachments', optional: true },
+  fromEmailAddress: {
+    type: 'string',
+    description: 'From email address',
+    optional: true,
+    nullable: true,
+  },
+  to: { type: 'string', description: 'To email address', optional: true, nullable: true },
+  cc: { type: 'string', description: 'CC email address', optional: true, nullable: true },
+  bcc: { type: 'string', description: 'BCC email address', optional: true, nullable: true },
+  replyTo: {
+    type: 'string',
+    description: 'Reply-to email address',
+    optional: true,
+    nullable: true,
+  },
+  isForward: { type: 'boolean', description: 'Whether the thread is a forward', optional: true },
+  isContentTruncated: {
+    type: 'boolean',
+    description: 'Whether Zoho truncated the thread content; fetch fullContentURL for the rest',
+    optional: true,
+  },
+  fullContentURL: {
+    type: 'string',
+    description: 'URL returning the untruncated thread content',
+    optional: true,
+    nullable: true,
+  },
+  plainText: {
+    type: 'string',
+    description: "Zoho's own plain-text rendering of the thread, when it supplies one",
+    optional: true,
+    nullable: true,
+  },
+  status: {
+    type: 'string',
+    description: 'Delivery status of an outgoing thread (SUCCESS/FAILED/DRAFT)',
+    optional: true,
+  },
+  isDescriptionThread: {
+    type: 'boolean',
+    description: "Whether this thread is the ticket's original description",
+    optional: true,
+  },
+  visibility: { type: 'string', description: 'Thread visibility (e.g. public)', optional: true },
+  canReply: {
+    type: 'boolean',
+    description: 'Whether the thread can be replied to',
+    optional: true,
+  },
+  author: {
+    type: 'object',
+    description: 'Who sent the thread',
+    optional: true,
+    properties: {
+      name: { type: 'string', description: 'Display name', optional: true },
+      firstName: { type: 'string', description: 'First name', optional: true },
+      lastName: { type: 'string', description: 'Last name', optional: true },
+      email: { type: 'string', description: 'Email address', optional: true },
+      type: { type: 'string', description: 'Author type (AGENT/END_USER)', optional: true },
+      photoURL: { type: 'string', description: 'Avatar URL', optional: true, nullable: true },
+    },
+  },
+  attachments: {
+    type: 'array',
+    description: 'Thread attachments',
+    optional: true,
+    items: { type: 'object', properties: ZOHO_DESK_ATTACHMENT_PROPERTIES },
+  },
+}
+
+export const ZOHO_DESK_CONTACT_PROPERTIES: Record<string, ToolOutputProperty> = {
+  id: { type: 'string', description: 'Contact ID' },
+  firstName: { type: 'string', description: 'First name', optional: true, nullable: true },
+  lastName: { type: 'string', description: 'Last name', optional: true },
+  email: { type: 'string', description: 'Primary email', optional: true, nullable: true },
+  secondaryEmail: {
+    type: 'string',
+    description: 'Secondary email',
+    optional: true,
+    nullable: true,
+  },
+  phone: { type: 'string', description: 'Phone number', optional: true, nullable: true },
+  mobile: { type: 'string', description: 'Mobile number', optional: true, nullable: true },
+  accountId: {
+    type: 'string',
+    description: 'Associated account ID',
+    optional: true,
+    nullable: true,
+  },
+  ownerId: { type: 'string', description: 'Owner ID', optional: true, nullable: true },
+  type: { type: 'string', description: 'Contact type', optional: true, nullable: true },
+  title: { type: 'string', description: 'Job title', optional: true, nullable: true },
+  street: { type: 'string', description: 'Street', optional: true, nullable: true },
+  city: { type: 'string', description: 'City', optional: true, nullable: true },
+  state: { type: 'string', description: 'State', optional: true, nullable: true },
+  country: { type: 'string', description: 'Country', optional: true, nullable: true },
+  zip: { type: 'string', description: 'ZIP / postal code', optional: true, nullable: true },
+  description: { type: 'string', description: 'Description', optional: true, nullable: true },
+  cf: {
+    type: 'json',
+    description: 'Custom field values, keyed by custom field API name',
+    optional: true,
+  },
+}
diff --git a/apps/sim/tools/zoho_desk/update_ticket.test.ts b/apps/sim/tools/zoho_desk/update_ticket.test.ts
new file mode 100644
index 00000000000..3fd92c9d37a
--- /dev/null
+++ b/apps/sim/tools/zoho_desk/update_ticket.test.ts
@@ -0,0 +1,63 @@
+/**
+ * @vitest-environment node
+ */
+import { describe, expect, it } from 'vitest'
+import { zohoDeskUpdateTicketTool } from '@/tools/zoho_desk/update_ticket'
+
+describe('zohoDeskUpdateTicketTool request body', () => {
+  const base = { accessToken: 'tok', orgId: '700', ticketId: '123' }
+  const buildBody = zohoDeskUpdateTicketTool.request.body as (p: Record<string, unknown>) => unknown
+
+  it('throws when no updatable fields are provided', () => {
+    expect(() => buildBody(base)).toThrow(/no fields to update/i)
+  })
+
+  it('builds a body containing only the provided fields', () => {
+    expect(buildBody({ ...base, status: 'Closed' })).toEqual({ status: 'Closed' })
+    expect(buildBody({ ...base, priority: 'High', subject: 'Hi' })).toEqual({
+      priority: 'High',
+      subject: 'Hi',
+    })
+  })
+
+  // The workflow serializer initializes every untouched subBlock to `null` (not
+  // `undefined`) and writes those nulls into tool params, so this - not the
+  // fields-absent case above - is the shape the block actually produces. A
+  // status-only edit must not post `subject: null` and blank the ticket.
+  it('drops untouched fields that arrive as null from the serializer', () => {
+    const serializedParams = {
+      ...base,
+      subject: null,
+      status: 'Closed',
+      priority: null,
+      assigneeId: null,
+      departmentId: null,
+      category: null,
+      subCategory: null,
+      dueDate: null,
+      description: null,
+      resolution: null,
+      classification: null,
+      customFields: null,
+    }
+    expect(buildBody(serializedParams)).toEqual({ status: 'Closed' })
+  })
+
+  // Zoho documents "" as its clear-a-field idiom (its own PATCH sample carries
+  // `"classification": ""`), so an emptied box must reach the API rather than be
+  // collapsed into "leave unchanged" - otherwise no scalar field is clearable.
+  it('forwards an empty string so a field can be cleared', () => {
+    expect(buildBody({ ...base, status: 'Closed', classification: '' })).toEqual({
+      status: 'Closed',
+      classification: '',
+    })
+  })
+
+  // The empty-PATCH guard must be reachable from the real serializer shape, not
+  // only from the synthetic fields-absent case.
+  it('throws when every updatable field is null', () => {
+    expect(() => buildBody({ ...base, subject: null, status: null, priority: null })).toThrow(
+      /no fields to update/i
+    )
+  })
+})
diff --git a/apps/sim/tools/zoho_desk/update_ticket.ts b/apps/sim/tools/zoho_desk/update_ticket.ts
new file mode 100644
index 00000000000..60c2dee13fd
--- /dev/null
+++ b/apps/sim/tools/zoho_desk/update_ticket.ts
@@ -0,0 +1,202 @@
+import type { ToolConfig } from '@/tools/types'
+import type { ZohoDeskResponse, ZohoDeskUpdateTicketParams } from '@/tools/zoho_desk/types'
+import { ZOHO_DESK_TICKET_PROPERTIES } from '@/tools/zoho_desk/types'
+import {
+  buildZohoDeskHeaders,
+  getZohoDeskApiBase,
+  getZohoDeskErrorMessage,
+  requireZohoDeskId,
+  withDerivedContentText,
+} from '@/tools/zoho_desk/utils'
+
+/**
+ * Drop keys the caller did not set, so a PATCH only carries real edits.
+ *
+ * Deliberately NOT `filterUndefined`: that helper strips `undefined` only, but an
+ * untouched subBlock does not arrive as `undefined` - the workflow serializer
+ * initializes every subBlock value to `null` and writes those nulls straight into
+ * tool params. A status-only update therefore reached Zoho as
+ * `{"subject": null, "status": "Closed"}`, which either fails the PATCH or blanks
+ * the ticket's subject.
+ *
+ * An empty string is NOT treated as unset. Zoho documents `""` as its idiom for
+ * clearing a field - its own PATCH sample carries `"classification": ""` and
+ * `"productId": ""` - so collapsing `''` into "leave unchanged" would make
+ * clearing `classification`, `category`, `subCategory`, `resolution` or
+ * `description` impossible through this tool. `null` (never touched) and `''`
+ * (deliberately emptied) are different intents and are kept distinct.
+ */
+function omitUnset(fields: Record<string, unknown>): Record<string, unknown> {
+  const result: Record<string, unknown> = {}
+  for (const [key, value] of Object.entries(fields)) {
+    if (value === undefined || value === null) continue
+    result[key] = value
+  }
+  return result
+}
+
+export const zohoDeskUpdateTicketTool: ToolConfig<ZohoDeskUpdateTicketParams, ZohoDeskResponse> = {
+  id: 'zoho_desk_update_ticket',
+  name: 'Zoho Desk Update Ticket',
+  description: 'Update fields on an existing Zoho Desk ticket.',
+  version: '1.0.0',
+
+  oauth: { required: true, provider: 'zoho-desk' },
+
+  params: {
+    accessToken: {
+      type: 'string',
+      required: true,
+      visibility: 'hidden',
+      description: 'Zoho Desk OAuth access token',
+    },
+    apiDomain: {
+      type: 'string',
+      required: false,
+      visibility: 'hidden',
+      description: 'Zoho Desk data-center REST base URL',
+    },
+    orgId: {
+      type: 'string',
+      required: true,
+      visibility: 'user-only',
+      description: 'Zoho Desk organization ID',
+    },
+    ticketId: {
+      type: 'string',
+      required: true,
+      visibility: 'user-or-llm',
+      description: 'Ticket ID to update',
+    },
+    subject: {
+      type: 'string',
+      required: false,
+      visibility: 'user-or-llm',
+      description: 'Ticket subject',
+    },
+    status: {
+      type: 'string',
+      required: false,
+      visibility: 'user-or-llm',
+      description: 'Ticket status (e.g. Open, Closed)',
+    },
+    priority: {
+      type: 'string',
+      required: false,
+      visibility: 'user-or-llm',
+      description: 'Ticket priority (e.g. High)',
+    },
+    assigneeId: {
+      type: 'string',
+      required: false,
+      visibility: 'user-or-llm',
+      description: 'Assignee (agent) ID',
+    },
+    departmentId: {
+      type: 'string',
+      required: false,
+      visibility: 'user-or-llm',
+      description: 'Department ID',
+    },
+    category: {
+      type: 'string',
+      required: false,
+      visibility: 'user-or-llm',
+      description: 'Ticket category',
+    },
+    subCategory: {
+      type: 'string',
+      required: false,
+      visibility: 'user-or-llm',
+      description: 'Ticket sub-category',
+    },
+    dueDate: {
+      type: 'string',
+      required: false,
+      visibility: 'user-or-llm',
+      description: 'Due date (ISO 8601)',
+    },
+    description: {
+      type: 'string',
+      required: false,
+      visibility: 'user-or-llm',
+      description: 'Ticket description',
+    },
+    resolution: {
+      type: 'string',
+      required: false,
+      visibility: 'user-or-llm',
+      description: 'Resolution notes recorded on the ticket',
+    },
+    classification: {
+      type: 'string',
+      required: false,
+      visibility: 'user-or-llm',
+      description: 'Ticket classification: Problem, Request, Question, or Others',
+    },
+    customFields: {
+      type: 'json',
+      required: false,
+      visibility: 'user-or-llm',
+      description: 'Custom field values as a JSON object, keyed by custom field API name',
+    },
+  },
+
+  request: {
+    url: (params) =>
+      `${getZohoDeskApiBase(params)}/tickets/${encodeURIComponent(requireZohoDeskId(params.ticketId, 'Ticket ID'))}`,
+    method: 'PATCH',
+    headers: (params) => buildZohoDeskHeaders(params),
+    body: (params) => {
+      const body = omitUnset({
+        subject: params.subject,
+        status: params.status,
+        priority: params.priority,
+        assigneeId: params.assigneeId,
+        departmentId: params.departmentId,
+        category: params.category,
+        subCategory: params.subCategory,
+        dueDate: params.dueDate,
+        description: params.description,
+        resolution: params.resolution,
+        classification: params.classification,
+        // Zoho's ticket PATCH names the custom-field object `cf`. `customFields`
+        // exists only as a deprecated alias on other Desk resources (e.g. events)
+        // and on the separate validate-field-updates endpoint - sending it here
+        // is silently ignored, so the update reports success without applying.
+        cf: params.customFields,
+      })
+      // Zoho rejects an empty PATCH; fail early with an actionable message
+      // instead of surfacing an opaque Zoho error for a no-op update.
+      if (Object.keys(body).length === 0) {
+        throw new Error(
+          'No fields to update. Provide at least one field to change (e.g. status, priority, or subject).'
+        )
+      }
+      return body
+    },
+  },
+
+  transformResponse: async (response) => {
+    const data = await response.json().catch(() => ({}))
+    if (!response.ok) {
+      throw new Error(
+        getZohoDeskErrorMessage(data, `Failed to update ticket (HTTP ${response.status})`)
+      )
+    }
+    // The PATCH response is the updated ticket, so derive `descriptionText` the
+    // same way get_ticket does - the shared output map declares it.
+    return {
+      success: true,
+      output: { ticket: withDerivedContentText(data) },
+    }
+  },
+
+  outputs: {
+    ticket: {
+      type: 'object',
+      description: 'The updated ticket',
+      properties: ZOHO_DESK_TICKET_PROPERTIES,
+    },
+  },
+}
diff --git a/apps/sim/tools/zoho_desk/utils.test.ts b/apps/sim/tools/zoho_desk/utils.test.ts
new file mode 100644
index 00000000000..f17e5570f36
--- /dev/null
+++ b/apps/sim/tools/zoho_desk/utils.test.ts
@@ -0,0 +1,347 @@
+/**
+ * @vitest-environment node
+ */
+import { describe, expect, it } from 'vitest'
+import { assertZohoUrl, isZohoHost } from '@/tools/zoho_desk/host-allowlist'
+import {
+  buildZohoDeskHeaders,
+  convertZohoHtmlToText,
+  deriveAttachmentName,
+  deriveZohoContentText,
+  getZohoDeskApiBase,
+  getZohoDeskErrorMessage,
+  resolveZohoAttachmentUrl,
+  withDerivedContentText,
+} from '@/tools/zoho_desk/utils'
+
+describe('zoho desk tool utils', () => {
+  describe('getZohoDeskApiBase', () => {
+    it('uses the persisted data-center Desk base', () => {
+      expect(getZohoDeskApiBase({ apiDomain: 'https://desk.zoho.eu' })).toBe(
+        'https://desk.zoho.eu/api/v1'
+      )
+    })
+
+    it('strips trailing slashes', () => {
+      expect(getZohoDeskApiBase({ apiDomain: 'https://desk.zoho.in/' })).toBe(
+        'https://desk.zoho.in/api/v1'
+      )
+    })
+
+    it('falls back to the US host when no api domain is provided', () => {
+      expect(getZohoDeskApiBase({})).toBe('https://desk.zoho.com/api/v1')
+    })
+
+    // apiDomain reaches this helper from injected context, so a lookalike or
+    // plaintext host must never receive the OAuth token.
+    it('falls back to the US base for non-Zoho, lookalike, or non-https hosts', () => {
+      expect(getZohoDeskApiBase({ apiDomain: 'https://desk.zoho.com.attacker.com' })).toBe(
+        'https://desk.zoho.com/api/v1'
+      )
+      expect(getZohoDeskApiBase({ apiDomain: 'https://attacker.com' })).toBe(
+        'https://desk.zoho.com/api/v1'
+      )
+      expect(getZohoDeskApiBase({ apiDomain: 'http://desk.zoho.eu' })).toBe(
+        'https://desk.zoho.com/api/v1'
+      )
+      expect(getZohoDeskApiBase({ apiDomain: 'not-a-url' })).toBe('https://desk.zoho.com/api/v1')
+    })
+  })
+
+  describe('buildZohoDeskHeaders', () => {
+    it('builds Zoho-oauthtoken auth + orgId headers', () => {
+      const headers = buildZohoDeskHeaders({ accessToken: 'abc', orgId: '700123' })
+      expect(headers.Authorization).toBe('Zoho-oauthtoken abc')
+      expect(headers.orgId).toBe('700123')
+      expect(headers['Content-Type']).toBe('application/json')
+    })
+
+    it('throws when the access token is missing', () => {
+      expect(() => buildZohoDeskHeaders({ accessToken: '', orgId: '1' })).toThrow(/access token/i)
+    })
+
+    it('throws when the orgId is missing', () => {
+      expect(() => buildZohoDeskHeaders({ accessToken: 'x', orgId: '' })).toThrow(/organization/i)
+    })
+  })
+
+  describe('getZohoDeskErrorMessage', () => {
+    it('prefers the message field', () => {
+      expect(getZohoDeskErrorMessage({ message: 'Bad request' }, 'fallback')).toBe('Bad request')
+    })
+
+    it('falls back to errorCode then the fallback', () => {
+      expect(getZohoDeskErrorMessage({ errorCode: 'INVALID_DATA' }, 'fallback')).toBe(
+        'INVALID_DATA'
+      )
+      expect(getZohoDeskErrorMessage(null, 'fallback')).toBe('fallback')
+    })
+  })
+
+  describe('deriveAttachmentName', () => {
+    it('prefers an explicit file name', () => {
+      expect(
+        deriveAttachmentName('mine.pdf', 'attachment; filename="other.pdf"', '/a/b/content')
+      ).toBe('mine.pdf')
+    })
+
+    it('uses the Content-Disposition filename', () => {
+      expect(
+        deriveAttachmentName(null, 'attachment; filename="report.pdf"', '/tickets/1/attachments/2')
+      ).toBe('report.pdf')
+    })
+
+    it('decodes an RFC 5987 (UTF-8) Content-Disposition filename', () => {
+      expect(
+        deriveAttachmentName(null, "attachment; filename*=UTF-8''r%C3%A9sum%C3%A9.pdf", '/x')
+      ).toBe('résumé.pdf')
+    })
+
+    it('falls back to a URL segment that looks like a file name', () => {
+      expect(deriveAttachmentName(null, null, '/files/photo.png')).toBe('photo.png')
+    })
+
+    it('ignores a generic /content endpoint and returns a plain fallback', () => {
+      expect(deriveAttachmentName(null, null, '/tickets/1/attachments/2/content')).toBe(
+        'attachment'
+      )
+      expect(deriveAttachmentName('', '', '/tickets/1/attachments/2')).toBe('attachment')
+    })
+  })
+
+  describe('isZohoHost', () => {
+    it('accepts Zoho apex hosts and their subdomains across data centers', () => {
+      expect(isZohoHost('desk.zoho.com')).toBe(true)
+      expect(isZohoHost('desk.zoho.eu')).toBe(true)
+      expect(isZohoHost('zohoapis.com.au')).toBe(true)
+      expect(isZohoHost('DESK.ZOHO.IN')).toBe(true)
+    })
+
+    it('rejects lookalike and attacker hosts', () => {
+      expect(isZohoHost('zoho.attacker.com')).toBe(false)
+      expect(isZohoHost('desk.zoho.com.attacker.com')).toBe(false)
+      expect(isZohoHost('notzoho.com')).toBe(false)
+      expect(isZohoHost('evil.com')).toBe(false)
+    })
+  })
+
+  describe('assertZohoUrl', () => {
+    it('returns the URL for an https Zoho host', () => {
+      expect(assertZohoUrl('https://desk.zoho.eu/api/v1/organizations').host).toBe('desk.zoho.eu')
+    })
+
+    it('throws for a non-Zoho host or non-https scheme', () => {
+      expect(() => assertZohoUrl('https://attacker.com/api/v1/organizations')).toThrow()
+      expect(() => assertZohoUrl('http://desk.zoho.com/api/v1/organizations')).toThrow()
+    })
+  })
+
+  describe('resolveZohoAttachmentUrl', () => {
+    const apiBase = 'https://desk.zoho.com/api/v1'
+
+    it('uses an absolute http(s) href as-is', () => {
+      expect(
+        resolveZohoAttachmentUrl('https://desk.zoho.eu/api/v1/tickets/1/x/content', apiBase).href
+      ).toBe('https://desk.zoho.eu/api/v1/tickets/1/x/content')
+    })
+
+    it('does not duplicate /api/v1 when the relative href already includes it', () => {
+      expect(
+        resolveZohoAttachmentUrl('/api/v1/tickets/1/attachments/2/content', apiBase).href
+      ).toBe('https://desk.zoho.com/api/v1/tickets/1/attachments/2/content')
+      expect(resolveZohoAttachmentUrl('api/v1/tickets/1/attachments/2/content', apiBase).href).toBe(
+        'https://desk.zoho.com/api/v1/tickets/1/attachments/2/content'
+      )
+    })
+
+    it('resolves a relative href without an api/v1 prefix against the api base', () => {
+      expect(resolveZohoAttachmentUrl('/tickets/1/x/content', apiBase).href).toBe(
+        'https://desk.zoho.com/api/v1/tickets/1/x/content'
+      )
+      expect(resolveZohoAttachmentUrl('tickets/1/x/content', apiBase).href).toBe(
+        'https://desk.zoho.com/api/v1/tickets/1/x/content'
+      )
+    })
+  })
+
+  describe('convertZohoHtmlToText', () => {
+    it('strips HTML tags to readable plain text', () => {
+      const html = '<div style="direction: ltr; font-size: 13px;"><div>testing</div></div>'
+      expect(convertZohoHtmlToText(html)).toBe('testing')
+    })
+
+    it('returns an empty string for empty input', () => {
+      expect(convertZohoHtmlToText('')).toBe('')
+    })
+
+    it('keeps anchor text and drops image subtrees', () => {
+      const html =
+        '<p>See <a href="https://x.test">the docs</a></p><img src="https://x.test/a.png">'
+      const text = convertZohoHtmlToText(html)
+      expect(text).toContain('See the docs')
+      expect(text).not.toContain('a.png')
+    })
+
+    it('hides an anchor href that equals its link text', () => {
+      expect(convertZohoHtmlToText('<a href="https://x.test">https://x.test</a>')).toBe(
+        'https://x.test'
+      )
+    })
+  })
+
+  describe('deriveZohoContentText', () => {
+    it('strips HTML when contentType is html', () => {
+      expect(deriveZohoContentText('<b>hi</b>', 'html')).toBe('hi')
+    })
+
+    it('returns plainText content unchanged', () => {
+      expect(deriveZohoContentText('<b>literal</b>', 'plainText')).toBe('<b>literal</b>')
+    })
+
+    it('mirrors content when contentType is unrecognized or absent', () => {
+      expect(deriveZohoContentText('raw', undefined)).toBe('raw')
+      expect(deriveZohoContentText('raw', 'other')).toBe('raw')
+    })
+
+    it('returns undefined when content is not a string', () => {
+      expect(deriveZohoContentText(null, 'html')).toBeUndefined()
+      expect(deriveZohoContentText(undefined, 'plainText')).toBeUndefined()
+    })
+
+    // Zoho spells the HTML discriminator differently per resource: comments come
+    // back as `html`, threads as the MIME form `text/html`. A strict `=== 'html'`
+    // check silently passed thread markup through as "plain text".
+    it('strips HTML for the text/html spelling Zoho uses on threads', () => {
+      expect(deriveZohoContentText('<b>hi</b>', 'text/html')).toBe('hi')
+    })
+
+    it('strips HTML for a parameterized or differently-cased content type', () => {
+      expect(deriveZohoContentText('<b>hi</b>', 'text/html; charset=UTF-8')).toBe('hi')
+      expect(deriveZohoContentText('<b>hi</b>', 'TEXT/HTML')).toBe('hi')
+      expect(deriveZohoContentText('<b>hi</b>', 'HTML')).toBe('hi')
+    })
+  })
+
+  describe('withDerivedContentText', () => {
+    it('adds a stripped contentText alongside the untouched raw HTML content', () => {
+      const comment = { id: '1', content: '<div>testing</div>', contentType: 'html' }
+      const result = withDerivedContentText(comment) as Record<string, unknown>
+      expect(result.content).toBe('<div>testing</div>')
+      expect(result.contentType).toBe('html')
+      expect(result.contentText).toBe('testing')
+    })
+
+    it('mirrors content into contentText for plainText resources', () => {
+      const comment = { id: '2', content: 'plain note', contentType: 'plainText' }
+      const result = withDerivedContentText(comment) as Record<string, unknown>
+      expect(result.contentText).toBe('plain note')
+      expect(result.content).toBe('plain note')
+    })
+
+    it('leaves resources without string content unchanged (no contentText key)', () => {
+      const thread = { id: '3', content: null, contentType: 'html' }
+      const result = withDerivedContentText(thread) as Record<string, unknown>
+      expect('contentText' in result).toBe(false)
+      const ticketPayload = { id: '4', subject: 'no content pair' }
+      expect(withDerivedContentText(ticketPayload)).toEqual(ticketPayload)
+    })
+
+    it('passes through non-object values', () => {
+      expect(withDerivedContentText(null)).toBeNull()
+      expect(withDerivedContentText('str')).toBe('str')
+    })
+
+    // Zoho ships ticket descriptions as HTML with NO content-type key — this is
+    // the exact shape from Zoho's own Ticket_Add webhook sample. Gating the strip
+    // on a `descriptionContentType` that never arrives made descriptionText a
+    // byte-identical copy of the markup, so this case must stay unfabricated: no
+    // descriptionContentType key anywhere in the fixture.
+    it('strips HTML from a ticket description that carries no content-type key', () => {
+      const ticket = { id: '5', subject: 'Delay', description: '<div>order is late</div>' }
+      const result = withDerivedContentText(ticket) as Record<string, unknown>
+      expect(result.description).toBe('<div>order is late</div>')
+      expect(result.descriptionText).toBe('order is late')
+      expect('contentText' in result).toBe(false)
+    })
+
+    it('leaves a plain-text ticket description readable', () => {
+      const result = withDerivedContentText({
+        id: '7',
+        description: 'order is late',
+      }) as Record<string, unknown>
+      expect(result.descriptionText).toBe('order is late')
+    })
+
+    // Zoho ships BOTH shapes on `description` with no discriminator: HTML on the
+    // webhook payload, plain text in the REST samples. Converting unconditionally
+    // decodes entities and deletes tag-shaped text that was never markup, so a
+    // plain body must pass through byte-for-byte.
+    it('does not mangle plain text that merely looks tag-ish or has entities', () => {
+      const cases = [
+        'a < b > c',
+        'compare a&b; then ship',
+        'use the <not a tag notation',
+        'SELECT * FROM t WHERE x < 5 AND y > 2',
+      ]
+      for (const description of cases) {
+        const result = withDerivedContentText({ description }) as Record<string, unknown>
+        expect(result.descriptionText).toBe(description)
+      }
+    })
+
+    // A bare angle-bracket pair is not markup. These are realistic support-ticket
+    // bodies, and running them through html-to-text deletes everything between
+    // the brackets ("if x<y then z>0" became "if x0").
+    it('preserves plain text containing angle-bracket pairs', () => {
+      const cases = [
+        'if x<y then z>0',
+        'replace <username> with the real name',
+        'SELECT * FROM t WHERE a<b AND c>d',
+      ]
+      for (const description of cases) {
+        const result = withDerivedContentText({ description }) as Record<string, unknown>
+        expect(result.descriptionText).toBe(description)
+      }
+    })
+
+    it('strips hex-entity encoded bodies too', () => {
+      const result = withDerivedContentText({
+        description: 'Sam&#x27;s order failed',
+      }) as Record<string, unknown>
+      expect(result.descriptionText).toBe("Sam's order failed")
+    })
+
+    it('still strips a genuinely HTML description', () => {
+      const result = withDerivedContentText({
+        description: '<div>order is <b>late</b></div>',
+      }) as Record<string, unknown>
+      expect(result.descriptionText).toBe('order is late')
+    })
+
+    it('still honors an explicit descriptionContentType if Zoho ever sends one', () => {
+      const result = withDerivedContentText({
+        description: '<b>literal</b>',
+        descriptionContentType: 'plainText',
+      }) as Record<string, unknown>
+      expect(result.descriptionText).toBe('<b>literal</b>')
+    })
+
+    it('derives both fields when a resource carries content and description', () => {
+      const result = withDerivedContentText({
+        content: '<b>c</b>',
+        contentType: 'text/html',
+        description: '<b>d</b>',
+      }) as Record<string, unknown>
+      expect(result.contentText).toBe('c')
+      expect(result.descriptionText).toBe('d')
+    })
+
+    it('omits descriptionText when there is no string description', () => {
+      const result = withDerivedContentText({ id: '6', description: null }) as Record<
+        string,
+        unknown
+      >
+      expect('descriptionText' in result).toBe(false)
+    })
+  })
+})
diff --git a/apps/sim/tools/zoho_desk/utils.ts b/apps/sim/tools/zoho_desk/utils.ts
new file mode 100644
index 00000000000..88ee647671e
--- /dev/null
+++ b/apps/sim/tools/zoho_desk/utils.ts
@@ -0,0 +1,216 @@
+import { htmlToText } from 'html-to-text'
+import { DEFAULT_ZOHO_DESK_BASE, isZohoHost } from '@/tools/zoho_desk/host-allowlist'
+import type { ZohoDeskBaseParams } from '@/tools/zoho_desk/types'
+
+/**
+ * Convert Zoho Desk rich-text HTML (comment / thread / ticket bodies) to
+ * readable plain text. Mirrors the per-integration `html-to-text` configuration
+ * used elsewhere in the codebase (Outlook, Gmail, Confluence): anchors collapse
+ * to their text, and img / script / style subtrees are dropped. Configured
+ * locally because each integration's markup differs; there is no shared helper.
+ */
+export function convertZohoHtmlToText(html: string): string {
+  if (!html) return ''
+  return htmlToText(html, {
+    wordwrap: false,
+    selectors: [
+      { selector: 'a', options: { hideLinkHrefIfSameAsText: true, noAnchorUrl: true } },
+      { selector: 'img', format: 'skip' },
+      { selector: 'script', format: 'skip' },
+      { selector: 'style', format: 'skip' },
+    ],
+    preserveNewlines: true,
+  })
+}
+
+/**
+ * Derive a plain-text rendering of a Zoho Desk content value.
+ *
+ * Zoho is not consistent about how it spells the HTML discriminator: comment
+ * bodies come back as `contentType: 'html'` while thread bodies use the MIME
+ * form `contentType: 'text/html'`. A strict `=== 'html'` check therefore passes
+ * thread HTML straight through as "plain text". Match either spelling (and any
+ * other `text/html;charset=...` variant) case-insensitively.
+ *
+ * A plain-text (or unrecognized) content value is returned unchanged so callers
+ * can mirror it into a parallel text field. Returns `undefined` when there is no
+ * string content to derive from.
+ */
+export function deriveZohoContentText(content: unknown, contentType: unknown): string | undefined {
+  if (typeof content !== 'string') return undefined
+  if (typeof contentType !== 'string') return content
+  const normalized = contentType.trim().toLowerCase()
+  const isHtml = normalized === 'html' || normalized.startsWith('text/html')
+  return isHtml ? convertZohoHtmlToText(content) : content
+}
+
+/**
+ * True when a string carries HTML markup worth stripping - an element tag or a
+ * character entity. Used where Zoho gives no content-type discriminator, so a
+ * genuinely plain body is never run through html-to-text (which would decode
+ * entities and delete tag-shaped text that was never markup).
+ */
+function looksLikeHtml(value: string): boolean {
+  // Requires a real element - a paired <tag>...</tag>, a self-closing <tag/>, or
+  // an HTML comment/doctype. A bare `<`...`>` pair is NOT enough: plain support
+  // text like "if x<y then z>0" or "replace <username> with the real name" would
+  // otherwise be run through html-to-text and silently lose everything between
+  // the brackets. Entity form covers named, decimal and hex references.
+  return (
+    /<([a-z][a-z0-9]*)\b[^>]*>[\s\S]*<\/\1\s*>/i.test(value) ||
+    /<[a-z][a-z0-9]*\b[^>]*\/>/i.test(value) ||
+    /<!(?:--|doctype)/i.test(value) ||
+    /&(?:[a-z]+|#\d+|#x[0-9a-f]+);/i.test(value)
+  )
+}
+
+/**
+ * Return a shallow copy of a Zoho Desk resource (comment / thread / event
+ * payload) augmented with a derived `contentText` field alongside the raw
+ * `content` + `contentType`. The raw HTML is never mutated or replaced - some
+ * consumers want the markup. Resources without a string `content` (or a
+ * non-object value) are returned unchanged.
+ */
+export function withDerivedContentText(resource: unknown): unknown {
+  if (!resource || typeof resource !== 'object' || Array.isArray(resource)) return resource
+  const record = resource as Record<string, unknown>
+
+  const contentText = deriveZohoContentText(record.content, record.contentType)
+  // Ticket resources carry their body on `description`, not `content`, and Zoho
+  // ships NO content-type discriminator for it: the Ticket_Add webhook sample
+  // has `"description": "<div>Description</div>"` with no `descriptionContentType`
+  // key, and the ticket GET/PATCH field lists have no content-type sibling.
+  //
+  // But the shape is not consistently HTML either - Zoho's own REST samples show
+  // plain descriptions ("Hi. There is a sudden delay in the processing of the
+  // orders."), and the webhook path runs this over contact/account/department
+  // payloads whose `description` Zoho documents as plain text. Converting
+  // unconditionally is therefore lossy on the plain case: html-to-text decodes
+  // entities (`&amp;` -> `&`) and deletes anything tag-shaped (`a < b > c`, an
+  // XML snippet). Sniff for markup instead and pass anything without it through
+  // untouched, so neither shape is mangled. An explicit descriptionContentType
+  // still wins if Zoho ever starts sending one.
+  const descriptionText =
+    typeof record.description === 'string'
+      ? typeof record.descriptionContentType === 'string'
+        ? deriveZohoContentText(record.description, record.descriptionContentType)
+        : looksLikeHtml(record.description)
+          ? convertZohoHtmlToText(record.description)
+          : record.description
+      : undefined
+
+  if (contentText === undefined && descriptionText === undefined) return record
+  return {
+    ...record,
+    ...(contentText !== undefined ? { contentText } : {}),
+    ...(descriptionText !== undefined ? { descriptionText } : {}),
+  }
+}
+
+/**
+ * Resolve the Zoho Desk REST API base (`{deskBase}/api/v1`). `apiDomain` is the
+ * data-center-scoped Desk base persisted from the OAuth token response, so calls
+ * always reach the correct data center instead of assuming `desk.zoho.com`.
+ */
+export function getZohoDeskApiBase(params: Pick<ZohoDeskBaseParams, 'apiDomain'>): string {
+  const candidate = (params.apiDomain || DEFAULT_ZOHO_DESK_BASE).replace(/\/+$/, '')
+  // Anchor to the Zoho apex allowlist before this host receives the OAuth token.
+  // `apiDomain` is injected server-side from the credential and is hidden from
+  // the LLM tool schema, but the injection in tools/index.ts lets a pre-existing
+  // context value win over the credential-derived one - so validate rather than
+  // trust precedence, and fall back to the US base on anything unrecognized.
+  try {
+    const url = new URL(candidate)
+    if (url.protocol === 'https:' && isZohoHost(url.hostname)) return `${candidate}/api/v1`
+  } catch {
+    // fall through to the default base
+  }
+  return `${DEFAULT_ZOHO_DESK_BASE}/api/v1`
+}
+
+/**
+ * Resolve an attachment `href` into an absolute download URL. Absolute hrefs are
+ * used as-is; a relative href is resolved against the Desk API base (`apiBase`,
+ * which ends in `/api/v1`). A leading slash and an already-present `api/v1/`
+ * prefix are stripped first so a Zoho href like `/api/v1/tickets/1/.../content`
+ * does not produce a duplicated `/api/v1/api/v1/...` path. Throws on an
+ * unparseable result (the caller maps that to a 400).
+ */
+export function resolveZohoAttachmentUrl(href: string, apiBase: string): URL {
+  if (/^https?:\/\//i.test(href)) return new URL(href)
+  const path = href.replace(/^\/+/, '').replace(/^api\/v1\//i, '')
+  return new URL(`${apiBase.replace(/\/+$/, '')}/${path}`)
+}
+
+/**
+ * Trim an identifier destined for a URL path segment, rejecting a missing or
+ * whitespace-only value. A pasted trailing space would otherwise be encoded as
+ * `%20` and 404 against Zoho with no indication of the real cause.
+ */
+export function requireZohoDeskId(value: string | undefined, label: string): string {
+  const trimmed = value?.trim()
+  if (!trimmed) throw new Error(`${label} is required.`)
+  return trimmed
+}
+
+/** Build the auth + org headers required on every Zoho Desk API call. */
+export function buildZohoDeskHeaders(
+  params: Pick<ZohoDeskBaseParams, 'accessToken' | 'orgId'>
+): Record<string, string> {
+  if (!params.accessToken) throw new Error('Zoho Desk access token is required')
+  if (!params.orgId) throw new Error('Zoho Desk organization ID is required')
+  return {
+    Authorization: `Zoho-oauthtoken ${params.accessToken}`,
+    orgId: String(params.orgId),
+    'Content-Type': 'application/json',
+  }
+}
+
+/**
+ * Derive a sensible name for a downloaded attachment so files aren't all stored
+ * as a generic default: an explicit override wins, else the Content-Disposition
+ * filename, else the last path segment of the download URL when it looks like a
+ * real file name (has an extension and isn't a generic `.../content` endpoint),
+ * else a plain fallback.
+ */
+export function deriveAttachmentName(
+  explicit: string | null | undefined,
+  contentDisposition: string | null | undefined,
+  pathname: string
+): string {
+  const trimmedExplicit = explicit?.trim()
+  if (trimmedExplicit) return trimmedExplicit
+
+  const dispositionMatch = contentDisposition
+    ? /filename\*?=(?:UTF-8'')?["']?([^"';]+)/i.exec(contentDisposition)?.[1]
+    : undefined
+  if (dispositionMatch) {
+    try {
+      return decodeURIComponent(dispositionMatch)
+    } catch {
+      return dispositionMatch
+    }
+  }
+
+  let lastSegment = ''
+  try {
+    lastSegment = decodeURIComponent(pathname.split('/').filter(Boolean).pop() ?? '')
+  } catch {
+    lastSegment = pathname.split('/').filter(Boolean).pop() ?? ''
+  }
+  if (lastSegment?.includes('.') && lastSegment.toLowerCase() !== 'content') {
+    return lastSegment
+  }
+
+  return 'attachment'
+}
+
+/** Extract a human-readable error message from a Zoho Desk error response body. */
+export function getZohoDeskErrorMessage(data: unknown, fallback: string): string {
+  if (data && typeof data === 'object') {
+    const record = data as Record<string, unknown>
+    if (typeof record.message === 'string' && record.message.trim()) return record.message
+    if (typeof record.errorCode === 'string' && record.errorCode.trim()) return record.errorCode
+  }
+  return fallback
+}
diff --git a/apps/sim/triggers/registry.ts b/apps/sim/triggers/registry.ts
index 7577b6b2319..c9c55455f44 100644
--- a/apps/sim/triggers/registry.ts
+++ b/apps/sim/triggers/registry.ts
@@ -461,6 +461,7 @@ import {
   zendeskTicketStatusChangedTrigger,
   zendeskWebhookTrigger,
 } from '@/triggers/zendesk'
+import { zohoDeskWebhookTrigger } from '@/triggers/zoho_desk'
 import {
   zoomMeetingEndedTrigger,
   zoomMeetingStartedTrigger,
@@ -867,4 +868,5 @@ export const TRIGGER_REGISTRY: TriggerRegistry = {
   sentry_metric_alert: sentryMetricAlertTrigger,
   twilio_sms_received: twilioSmsReceivedTrigger,
   twilio_sms_status: twilioSmsStatusTrigger,
+  zoho_desk: zohoDeskWebhookTrigger,
 }
diff --git a/apps/sim/triggers/zoho_desk/index.ts b/apps/sim/triggers/zoho_desk/index.ts
new file mode 100644
index 00000000000..b633f535b8b
--- /dev/null
+++ b/apps/sim/triggers/zoho_desk/index.ts
@@ -0,0 +1 @@
+export { zohoDeskWebhookTrigger } from './webhook'
diff --git a/apps/sim/triggers/zoho_desk/webhook.ts b/apps/sim/triggers/zoho_desk/webhook.ts
new file mode 100644
index 00000000000..04f8430a19a
--- /dev/null
+++ b/apps/sim/triggers/zoho_desk/webhook.ts
@@ -0,0 +1,197 @@
+import { ZohoDeskIcon } from '@/components/icons'
+import { getScopesForService } from '@/lib/oauth/utils'
+import type { TriggerConfig } from '@/triggers/types'
+
+/**
+ * Zoho Desk event types that support a programmatic webhook subscription.
+ * Restricted to events documented in Zoho's webhook subscriptions schema.
+ */
+const ZOHO_DESK_EVENT_OPTIONS = [
+  { label: 'Ticket Created', id: 'Ticket_Add' },
+  { label: 'Ticket Updated', id: 'Ticket_Update' },
+  { label: 'Ticket Deleted', id: 'Ticket_Delete' },
+  { label: 'Ticket Comment Added', id: 'Ticket_Comment_Add' },
+  { label: 'Ticket Comment Updated', id: 'Ticket_Comment_Update' },
+  { label: 'Ticket Thread Added', id: 'Ticket_Thread_Add' },
+  { label: 'Contact Created', id: 'Contact_Add' },
+  { label: 'Contact Updated', id: 'Contact_Update' },
+  { label: 'Contact Deleted', id: 'Contact_Delete' },
+  { label: 'Agent Created', id: 'Agent_Add' },
+  { label: 'Agent Updated', id: 'Agent_Update' },
+  { label: 'Agent Deleted', id: 'Agent_Delete' },
+  { label: 'Task Created', id: 'Task_Add' },
+  { label: 'Task Updated', id: 'Task_Update' },
+  { label: 'Task Deleted', id: 'Task_Delete' },
+  { label: 'Article Created', id: 'Article_Add' },
+  { label: 'Article Updated', id: 'Article_Update' },
+  { label: 'Article Deleted', id: 'Article_Delete' },
+]
+
+const ZOHO_DESK_SETUP_INSTRUCTIONS = [
+  'Connect your Zoho Desk account above with OAuth — the trigger provisions its webhook through an OAuth connection and cannot use a Self Client. Webhooks require a Zoho Desk edition of Professional or higher (Free and Standard cannot create webhooks). The OAuth connection supports accounts in the US data center (accounts.zoho.com) only, so organizations in other regions cannot use this trigger yet.',
+  'Select your Organization from the dropdown (populated automatically from your connected Zoho Desk account).',
+  'Choose the event to subscribe to. For "Ticket Updated" you can optionally list up to 5 ticket field API names to watch; previous field values are included in the payload. For "Ticket Thread Added" you can filter by direction (incoming/outgoing).',
+  'Optionally restrict events to specific departments by entering comma-separated department IDs.',
+  'Click Save above. Sim creates the webhook subscription in Zoho Desk for you and tears it down automatically when the workflow is undeployed.',
+]
+  .map(
+    (instruction, index) => `<div class="mb-3"><strong>${index + 1}.</strong> ${instruction}</div>`
+  )
+  .join('')
+
+export const zohoDeskWebhookTrigger: TriggerConfig = {
+  id: 'zoho_desk',
+  name: 'Zoho Desk Event',
+  provider: 'zoho_desk',
+  description:
+    'Trigger a workflow when a Zoho Desk event occurs (ticket, comment, thread, contact, agent, task, or article changes).',
+  version: '1.0.0',
+  icon: ZohoDeskIcon,
+
+  subBlocks: [
+    {
+      id: 'triggerCredentials',
+      title: 'Zoho Desk Account',
+      type: 'oauth-input',
+      description:
+        'This trigger creates and manages a webhook subscription in your Zoho Desk account.',
+      serviceId: 'zoho-desk',
+      requiredScopes: getScopesForService('zoho-desk'),
+      required: true,
+      mode: 'trigger',
+      // Maps the trigger's credential onto the `oauthCredential` canonical id so
+      // the organization selector below resolves it into its SelectorContext.
+      canonicalParamId: 'oauthCredential',
+    },
+    {
+      // Intentionally the SAME id as the block's tool-mode `orgId` (unlike
+      // `triggerDepartmentIds` below). An organization is the portal the whole
+      // block talks to and means exactly the same thing in either mode, so one
+      // shared value is the correct behavior — switching the block between tool
+      // and trigger mode keeps the portal the user already picked.
+      //
+      // The platform supports it: `buildCanonicalIndex` dedupes the repeated id
+      // and refuses to let a `trigger`-mode subblock overwrite a basicId claimed
+      // by a non-trigger one, and `isSubBlockVisibleForTriggerMode` renders only
+      // the active mode's twin, so the field never appears twice.
+      //
+      // A distinct id here would be actively worse, not merely inconsistent: a
+      // separate `triggerManualOrgId` would put two entries in this group's
+      // `advancedIds`, and `getCanonicalValues` returns the first non-empty one
+      // in array order — so a stale tool-mode `manualOrgId` could silently
+      // supply the trigger's organization.
+      id: 'orgId',
+      title: 'Organization',
+      type: 'project-selector',
+      placeholder: 'Select an organization',
+      description: 'The Zoho Desk organization (portal) to subscribe in.',
+      canonicalParamId: 'orgId',
+      serviceId: 'zoho-desk',
+      selectorKey: 'zoho_desk.organizations',
+      dependsOn: ['triggerCredentials'],
+      required: true,
+      mode: 'trigger',
+    },
+    {
+      // Deliberately REUSES the block's `manualOrgId` id rather than introducing
+      // a `triggerManualOrgId`. An organization id means the same thing in tool
+      // and trigger mode, and `buildCanonicalIndex` dedupes a repeated advanced
+      // id across the block/trigger spread — so sharing yields one advanced
+      // member for the `orgId` canonical group. A distinct id would instead
+      // produce advancedIds `['manualOrgId', 'triggerManualOrgId']`, and
+      // `getCanonicalValues` takes the first non-empty member, which would let a
+      // tool-mode value stand in for the trigger's organization.
+      id: 'manualOrgId',
+      title: 'Organization ID',
+      type: 'short-input',
+      placeholder: 'Enter organization ID',
+      description: 'Type an organization ID instead of picking one from the list.',
+      canonicalParamId: 'orgId',
+      required: true,
+      mode: 'trigger-advanced',
+    },
+    {
+      id: 'eventType',
+      title: 'Event',
+      type: 'dropdown',
+      options: ZOHO_DESK_EVENT_OPTIONS,
+      value: () => 'Ticket_Add',
+      required: true,
+      mode: 'trigger',
+    },
+    {
+      // NOTE: distinct from the block's tool-mode `departmentIds` filter.
+      // `block.subBlocks` is keyed by id, so a shared id would let a value typed
+      // as a list_tickets filter silently become the webhook's department filter
+      // (and vice versa) when the block is switched between tool and trigger mode.
+      id: 'triggerDepartmentIds',
+      title: 'Department IDs (optional)',
+      type: 'short-input',
+      placeholder: 'Comma-separated department IDs',
+      description: 'Restrict events to these departments. Leave empty for all departments.',
+      condition: {
+        field: 'eventType',
+        value: [
+          'Ticket_Add',
+          'Ticket_Update',
+          'Ticket_Comment_Add',
+          'Ticket_Comment_Update',
+          'Ticket_Thread_Add',
+          'Task_Add',
+          'Task_Update',
+        ],
+      },
+      mode: 'trigger',
+    },
+    {
+      id: 'fields',
+      title: 'Watched Fields (optional)',
+      type: 'short-input',
+      placeholder: 'Up to 5 comma-separated field API names',
+      description:
+        'For Ticket Updated: only fire when one of these fields changes (max 5). Previous values are included in the payload.',
+      condition: { field: 'eventType', value: 'Ticket_Update' },
+      mode: 'trigger',
+    },
+    {
+      id: 'direction',
+      title: 'Thread Direction',
+      type: 'dropdown',
+      options: [
+        { label: 'Both', id: 'both' },
+        { label: 'Incoming', id: 'in' },
+        { label: 'Outgoing', id: 'out' },
+      ],
+      value: () => 'both',
+      condition: { field: 'eventType', value: 'Ticket_Thread_Add' },
+      mode: 'trigger',
+    },
+    {
+      id: 'triggerInstructions',
+      title: 'Setup Instructions',
+      hideFromPreview: true,
+      type: 'text',
+      defaultValue: ZOHO_DESK_SETUP_INSTRUCTIONS,
+      mode: 'trigger',
+    },
+  ],
+
+  outputs: {
+    eventType: { type: 'string', description: 'The Zoho Desk event type (e.g. Ticket_Add)' },
+    eventTime: { type: 'string', description: 'Event time in milliseconds since epoch' },
+    orgId: { type: 'string', description: 'Zoho Desk organization ID' },
+    payload: {
+      type: 'json',
+      description:
+        'The full resource that changed (ticket, comment, thread, etc.). Comment and thread events gain a derived plain-text `contentText` alongside the raw `content` + `contentType`; ticket events gain `descriptionText` alongside `description`.',
+    },
+    prevState: { type: 'json', description: 'Previous state of the resource (update events only)' },
+  },
+
+  webhook: {
+    method: 'POST',
+    headers: {
+      'Content-Type': 'application/json',
+    },
+  },
+}
diff --git a/scripts/check-api-validation-contracts.ts b/scripts/check-api-validation-contracts.ts
index d799d13d14a..9cc418490c6 100644
--- a/scripts/check-api-validation-contracts.ts
+++ b/scripts/check-api-validation-contracts.ts
@@ -9,8 +9,8 @@ const QUERY_HOOKS_DIR = path.join(ROOT, 'apps/sim/hooks/queries')
 const SELECTOR_HOOKS_DIR = path.join(ROOT, 'apps/sim/hooks/selectors')
 
 const BASELINE = {
-  totalRoutes: 1004,
-  zodRoutes: 1004,
+  totalRoutes: 1008,
+  zodRoutes: 1008,
   nonZodRoutes: 0,
 } as const
 
diff --git a/scripts/generate-docs.ts b/scripts/generate-docs.ts
index d3b72ac44c9..f12c7c0a8fa 100755
--- a/scripts/generate-docs.ts
+++ b/scripts/generate-docs.ts
@@ -62,6 +62,7 @@ const HANDWRITTEN_INTEGRATION_DOCS = new Set([
   'trello-service-account',
   'wealthbox-service-account',
   'webflow-service-account',
+  'zoho-desk-service-account',
   'zoom-service-account',
 ])
 

From f113b0bc243fabc351a5c13d144eb47475882011 Mon Sep 17 00:00:00 2001
From: Waleed <walif6@gmail.com>
Date: Sat, 1 Aug 2026 23:03:36 -0700
Subject: [PATCH 29/30] fix(chat): show table and knowledge base folders in the
 resource menus (#6190)

Tables and knowledge bases gained folder support, but the chat attachment
menu and the embedded resource menu still listed them flat. Both now render
the same hierarchy the Tables and Knowledge pages show.

Unifies the two near-duplicate workflow/file tree builders into one shared
buildResourceFolderTree plus a spec-driven useResourceTreeSections, so all
four foldered families go through one code path. Items whose folder no
longer resolves now surface at the root instead of vanishing.
---
 .../add-resource-dropdown.tsx                 | 384 +++++++++---------
 .../components/add-resource-dropdown/index.ts |   8 +-
 .../resource-folder-tree.test.ts              |  94 +++++
 .../resource-folder-tree.ts                   |  96 +++++
 .../plus-menu-dropdown/plus-menu-dropdown.tsx |  67 +--
 5 files changed, 413 insertions(+), 236 deletions(-)
 create mode 100644 apps/sim/app/workspace/[workspaceId]/home/components/mothership-view/components/add-resource-dropdown/resource-folder-tree.test.ts
 create mode 100644 apps/sim/app/workspace/[workspaceId]/home/components/mothership-view/components/add-resource-dropdown/resource-folder-tree.ts

diff --git a/apps/sim/app/workspace/[workspaceId]/home/components/mothership-view/components/add-resource-dropdown/add-resource-dropdown.tsx b/apps/sim/app/workspace/[workspaceId]/home/components/mothership-view/components/add-resource-dropdown/add-resource-dropdown.tsx
index 670fa3fa9d1..78febe23caf 100644
--- a/apps/sim/app/workspace/[workspaceId]/home/components/mothership-view/components/add-resource-dropdown/add-resource-dropdown.tsx
+++ b/apps/sim/app/workspace/[workspaceId]/home/components/mothership-view/components/add-resource-dropdown/add-resource-dropdown.tsx
@@ -14,7 +14,7 @@ import {
   DropdownMenuTrigger,
   Tooltip,
 } from '@sim/emcn'
-import { Folder, Plus, Workflow } from '@sim/emcn/icons'
+import { Folder, Plus } from '@sim/emcn/icons'
 import { truncate } from '@sim/utils/string'
 import { isBrowserAgentAvailable } from '@/lib/browser-agent/transport'
 import {
@@ -22,6 +22,11 @@ import {
   TERMINAL_SESSION_RESOURCE_ID,
 } from '@/lib/copilot/resources/types'
 import { isTerminalAvailable } from '@/lib/terminal/transport'
+import {
+  type AvailableItem,
+  buildResourceFolderTree,
+  type ResourceTreeNode,
+} from '@/app/workspace/[workspaceId]/home/components/mothership-view/components/add-resource-dropdown/resource-folder-tree'
 import { getResourceConfig } from '@/app/workspace/[workspaceId]/home/components/mothership-view/components/resource-registry'
 import {
   RESOURCE_TAB_ICON_BUTTON_CLASS,
@@ -55,15 +60,25 @@ export interface AddResourceDropdownProps {
   excludeTypes?: readonly MothershipResourceType[]
 }
 
-export type AvailableItem = { id: string; name: string; [key: string]: unknown }
-
 interface AvailableItemsByType {
   type: MothershipResourceType
   items: AvailableItem[]
 }
 
+/**
+ * Folder hierarchies that exist purely to structure the browse menus. Unlike
+ * workflow (`folder`) and workspace-file (`filefolder`) folders these are not
+ * attachable resources, so they stay out of `groups` — which also feeds the
+ * flat search results, where a non-attachable row would be a dead end.
+ */
+interface StructureFolders {
+  table: AvailableItem[]
+  knowledgebase: AvailableItem[]
+}
+
 interface AvailableResources {
   groups: AvailableItemsByType[]
+  structureFolders: StructureFolders
   /**
    * True while enabled and at least one list has yet to produce data. Callers
    * that act on "no candidates" must check this first — an empty result during
@@ -128,6 +143,16 @@ export function useAvailableResources(
     { enabled }
   )
   const { data: folders, isPending: foldersPending } = useFolders(workspaceId, { enabled })
+  // Folder lists exist only to shape their family's submenu, so they skip the
+  // fetch entirely when that family is excluded.
+  const { data: tableFolders } = useFolders(workspaceId, {
+    enabled: enabled && !excludeTypes?.includes('table'),
+    resourceType: 'table',
+  })
+  const { data: knowledgeBaseFolders } = useFolders(workspaceId, {
+    enabled: enabled && !excludeTypes?.includes('knowledgebase'),
+    resourceType: 'knowledge_base',
+  })
   const { data: fileFolders, isPending: fileFoldersPending } = useWorkspaceFileFolders(
     workspaceId,
     'active',
@@ -148,6 +173,11 @@ export function useAvailableResources(
    * Keyed off `isPending` rather than `data === undefined` so a failed list
    * settles to "not hydrating" — an errored query must not block the caller
    * forever.
+   *
+   * Only the lists feeding `groups` count. The table and knowledge-base folder
+   * lists shape submenus but never add candidates, so gating on them would
+   * swallow an `@`-mention Enter behind two round-trips that cannot change the
+   * answer.
    */
   const isHydrating =
     enabled &&
@@ -185,7 +215,11 @@ export function useAvailableResources(
       },
       {
         type: 'table' as const,
-        items: (tables ?? []).map((t) => ({ id: t.id, name: t.name })),
+        items: (tables ?? []).map((t) => ({
+          id: t.id,
+          name: t.name,
+          folderId: t.folderId ?? null,
+        })),
       },
       {
         type: 'file' as const,
@@ -201,7 +235,11 @@ export function useAvailableResources(
       },
       {
         type: 'knowledgebase' as const,
-        items: (knowledgeBases ?? []).map((kb) => ({ id: kb.id, name: kb.name })),
+        items: (knowledgeBases ?? []).map((kb) => ({
+          id: kb.id,
+          name: kb.name,
+          folderId: kb.folderId ?? null,
+        })),
       },
       {
         type: 'integration' as const,
@@ -275,88 +313,61 @@ export function useAvailableResources(
     excludeTypes,
   ])
 
-  // `groups` keeps its own stable identity so the consumers' downstream memos
-  // still key on it; only this wrapper changes when hydration settles.
-  return useMemo(() => ({ groups, isHydrating }), [groups, isHydrating])
-}
-
-export type WorkflowTreeNode =
-  | { kind: 'workflow'; id: string; name: string }
-  | { kind: 'folder'; id: string; name: string; children: WorkflowTreeNode[] }
-
-export function buildWorkflowFolderTree(
-  workflowItems: AvailableItem[],
-  folderItems: AvailableItem[]
-): WorkflowTreeNode[] {
-  const knownFolderIds = new Set(folderItems.map((f) => f.id))
-
-  const byFolder = new Map<string | null, AvailableItem[]>()
-  for (const w of workflowItems) {
-    const fid = (w.folderId as string | null | undefined) ?? null
-    const key = fid && knownFolderIds.has(fid) ? fid : null
-    const bucket = byFolder.get(key) ?? []
-    bucket.push(w)
-    byFolder.set(key, bucket)
-  }
-
-  const toWorkflowNode = (w: AvailableItem): WorkflowTreeNode => ({
-    kind: 'workflow',
-    id: w.id,
-    name: w.name,
-  })
-
-  const buildLevel = (parentId: string | null): WorkflowTreeNode[] => {
-    const childFolders = folderItems.filter(
-      (f) => ((f.parentId as string | null | undefined) ?? null) === parentId
-    )
-    const childWorkflows = byFolder.get(parentId) ?? []
-
-    const mixed: Array<{ sortOrder: number; id: string; node: WorkflowTreeNode }> = []
-
-    for (const f of childFolders) {
-      const children = buildLevel(f.id)
-      if (children.length === 0) continue
-      mixed.push({
-        sortOrder: (f.sortOrder as number) ?? 0,
-        id: f.id,
-        node: { kind: 'folder', id: f.id, name: f.name, children },
-      })
-    }
-
-    for (const w of childWorkflows) {
-      mixed.push({
-        sortOrder: (w.sortOrder as number) ?? 0,
-        id: w.id,
-        node: toWorkflowNode(w),
-      })
+  /**
+   * Sorted by name to match how the Tables and Knowledge pages order folders —
+   * the list endpoint makes no ordering guarantee, and these folders carry no
+   * user-defined ordering the way workflow folders do.
+   */
+  const structureFolders = useMemo<StructureFolders>(() => {
+    const toFolderItems = (source: typeof tableFolders): AvailableItem[] =>
+      (source ?? [])
+        .map((f) => ({ id: f.id, name: f.name, parentId: f.parentId ?? null }))
+        .sort((a, b) => a.name.localeCompare(b.name))
+    return {
+      table: toFolderItems(tableFolders),
+      knowledgebase: toFolderItems(knowledgeBaseFolders),
     }
-
-    mixed.sort((a, b) =>
-      a.sortOrder !== b.sortOrder ? a.sortOrder - b.sortOrder : a.id.localeCompare(b.id)
-    )
-    return mixed.map((m) => m.node)
-  }
-
-  return buildLevel(null)
+  }, [tableFolders, knowledgeBaseFolders])
+
+  // `groups` and `structureFolders` keep their own stable identities so the
+  // consumers' downstream memos still key on them; only this wrapper changes
+  // when hydration settles.
+  return useMemo(
+    () => ({ groups, structureFolders, isHydrating }),
+    [groups, structureFolders, isHydrating]
+  )
 }
 
-interface WorkflowFolderTreeItemsProps {
-  nodes: WorkflowTreeNode[]
+interface ResourceFolderTreeItemsProps {
+  nodes: ResourceTreeNode[]
+  /** Resource type of the leaf items. */
+  type: MothershipResourceType
+  /**
+   * Set when the folder is itself an attachable resource (workspace files): the
+   * folder is then offered as the first entry of its own submenu. Omitted for
+   * folders that only provide structure (workflows, tables, knowledge bases).
+   */
+  folderType?: MothershipResourceType
   onSelect: (resource: MothershipResource) => void
 }
 
-export function WorkflowFolderTreeItems({ nodes, onSelect }: WorkflowFolderTreeItemsProps) {
+/** Renders a {@link buildResourceFolderTree} result as nested dropdown submenus. */
+export function ResourceFolderTreeItems({
+  nodes,
+  type,
+  folderType,
+  onSelect,
+}: ResourceFolderTreeItemsProps) {
+  const config = getResourceConfig(type)
   return (
     <>
       {nodes.map((node) =>
-        node.kind === 'workflow' ? (
+        node.kind === 'item' ? (
           <DropdownMenuItem
             key={node.id}
-            onClick={() => onSelect({ type: 'workflow', id: node.id, title: node.name })}
+            onClick={() => onSelect({ type, id: node.id, title: node.item.name })}
           >
-            {getResourceConfig('workflow').renderDropdownItem({
-              item: { id: node.id, name: node.name },
-            })}
+            {config.renderDropdownItem({ item: node.item })}
           </DropdownMenuItem>
         ) : (
           <DropdownMenuSub key={node.id}>
@@ -365,7 +376,20 @@ export function WorkflowFolderTreeItems({ nodes, onSelect }: WorkflowFolderTreeI
               <span>{node.name}</span>
             </DropdownMenuSubTrigger>
             <DropdownMenuSubContent>
-              <WorkflowFolderTreeItems nodes={node.children} onSelect={onSelect} />
+              {folderType && (
+                <DropdownMenuItem
+                  onClick={() => onSelect({ type: folderType, id: node.id, title: node.name })}
+                >
+                  <Folder className='size-[14px]' />
+                  <span>{node.name}</span>
+                </DropdownMenuItem>
+              )}
+              <ResourceFolderTreeItems
+                nodes={node.children}
+                type={type}
+                folderType={folderType}
+                onSelect={onSelect}
+              />
             </DropdownMenuSubContent>
           </DropdownMenuSub>
         )
@@ -374,83 +398,115 @@ export function WorkflowFolderTreeItems({ nodes, onSelect }: WorkflowFolderTreeI
   )
 }
 
-export type FileFolderTreeNode =
-  | { kind: 'file'; id: string; name: string }
-  | { kind: 'folder'; id: string; name: string; children: FileFolderTreeNode[] }
+interface FolderedSectionSpec {
+  /** Leaf resource type — also supplies the submenu's label and icon. */
+  type: MothershipResourceType
+  /**
+   * Where this family's folders come from: another entry in `groups` when the
+   * folders are attachable resources, or `structureFolders` when they are not.
+   */
+  folders:
+    | { kind: 'group'; type: MothershipResourceType }
+    | { kind: 'structure'; key: keyof StructureFolders }
+  /**
+   * Set when the folder is itself attachable. Doubles as the pruning rule: a
+   * folder the user cannot select is dead UI when empty, while a selectable one
+   * must stay reachable.
+   */
+  folderType?: MothershipResourceType
+  /** Interleave folders and items by `sortOrder` — the workflow sidebar's manual ordering. */
+  orderBySortOrder?: boolean
+}
 
-export function buildFileFolderTree(
-  fileItems: AvailableItem[],
-  folderItems: AvailableItem[]
-): FileFolderTreeNode[] {
-  const byFolder = new Map<string | null, AvailableItem[]>()
-  for (const f of fileItems) {
-    const key = (f.folderId as string | null | undefined) ?? null
-    const bucket = byFolder.get(key) ?? []
-    bucket.push(f)
-    byFolder.set(key, bucket)
-  }
+/** Single source of truth for the foldered submenus, in display order. */
+const FOLDERED_SECTION_SPECS: readonly FolderedSectionSpec[] = [
+  { type: 'workflow', folders: { kind: 'group', type: 'folder' }, orderBySortOrder: true },
+  { type: 'file', folders: { kind: 'group', type: 'filefolder' }, folderType: 'filefolder' },
+  { type: 'table', folders: { kind: 'structure', key: 'table' } },
+  { type: 'knowledgebase', folders: { kind: 'structure', key: 'knowledgebase' } },
+]
+
+/**
+ * Every resource type the foldered submenus already render, derived from the
+ * specs so a new family cannot be added to one list and missed in the other —
+ * which would render it twice, once as a submenu and again in the flat tail.
+ */
+export const FOLDERED_RESOURCE_TYPES = new Set<MothershipResourceType>(
+  FOLDERED_SECTION_SPECS.flatMap((spec) =>
+    spec.folders.kind === 'group' ? [spec.type, spec.folders.type] : [spec.type]
+  )
+)
 
-  const buildLevel = (parentId: string | null): FileFolderTreeNode[] => {
-    const childFolders = folderItems.filter(
-      (f) => ((f.parentId as string | null | undefined) ?? null) === parentId
-    )
-    const childFiles = byFolder.get(parentId) ?? []
-    const nodes: FileFolderTreeNode[] = []
-    for (const folder of childFolders) {
-      nodes.push({
-        kind: 'folder',
-        id: folder.id,
-        name: folder.name,
-        children: buildLevel(folder.id),
-      })
-    }
-    for (const file of childFiles) {
-      nodes.push({ kind: 'file', id: file.id, name: file.name })
-    }
-    return nodes
-  }
+export interface ResourceTreeSection {
+  type: MothershipResourceType
+  folderType?: MothershipResourceType
+  nodes: ResourceTreeNode[]
+}
 
-  return buildLevel(null)
+/**
+ * Builds the foldered submenus every browse menu shares, in display order and
+ * with empty families dropped.
+ */
+export function useResourceTreeSections({
+  groups,
+  structureFolders,
+}: Pick<AvailableResources, 'groups' | 'structureFolders'>): ResourceTreeSection[] {
+  return useMemo(() => {
+    const itemsOf = (type: MothershipResourceType) =>
+      groups.find((group) => group.type === type)?.items ?? []
+    return FOLDERED_SECTION_SPECS.map((spec) => ({
+      type: spec.type,
+      folderType: spec.folderType,
+      nodes: buildResourceFolderTree(
+        itemsOf(spec.type),
+        spec.folders.kind === 'group'
+          ? itemsOf(spec.folders.type)
+          : structureFolders[spec.folders.key],
+        { orderBySortOrder: spec.orderBySortOrder, pruneEmpty: !spec.folderType }
+      ),
+    })).filter((section) => section.nodes.length > 0)
+  }, [groups, structureFolders])
 }
 
-interface FileFolderTreeItemsProps {
-  nodes: FileFolderTreeNode[]
+interface ResourceTreeSectionsProps {
+  sections: ResourceTreeSection[]
   onSelect: (resource: MothershipResource) => void
+  /**
+   * Width override for the submenu panels. The chat menu widens them past the
+   * canonical 280px and clamps to the viewport so a deep folder path cannot
+   * overflow a narrow window.
+   */
+  subContentClassName?: string
 }
 
-export function FileFolderTreeItems({ nodes, onSelect }: FileFolderTreeItemsProps) {
+/** Renders {@link useResourceTreeSections} output as one submenu per family. */
+export function ResourceTreeSections({
+  sections,
+  onSelect,
+  subContentClassName,
+}: ResourceTreeSectionsProps) {
   return (
     <>
-      {nodes.map((node) =>
-        node.kind === 'file' ? (
-          <DropdownMenuItem
-            key={node.id}
-            onClick={() => onSelect({ type: 'file', id: node.id, title: node.name })}
-          >
-            {getResourceConfig('file').renderDropdownItem({
-              item: { id: node.id, name: node.name },
-            })}
-          </DropdownMenuItem>
-        ) : (
-          <DropdownMenuSub key={node.id}>
+      {sections.map((section) => {
+        const config = getResourceConfig(section.type)
+        const SectionIcon = config.icon
+        return (
+          <DropdownMenuSub key={section.type}>
             <DropdownMenuSubTrigger>
-              <Folder className='size-[14px]' />
-              <span>{node.name}</span>
+              <SectionIcon className='size-[14px]' />
+              <span>{config.label}</span>
             </DropdownMenuSubTrigger>
-            <DropdownMenuSubContent>
-              <DropdownMenuItem
-                onClick={() => onSelect({ type: 'filefolder', id: node.id, title: node.name })}
-              >
-                <Folder className='size-[14px]' />
-                <span>{node.name}</span>
-              </DropdownMenuItem>
-              {node.children.length > 0 && (
-                <FileFolderTreeItems nodes={node.children} onSelect={onSelect} />
-              )}
+            <DropdownMenuSubContent className={subContentClassName}>
+              <ResourceFolderTreeItems
+                nodes={section.nodes}
+                type={section.type}
+                folderType={section.folderType}
+                onSelect={onSelect}
+              />
             </DropdownMenuSubContent>
           </DropdownMenuSub>
         )
-      )}
+      })}
     </>
   )
 }
@@ -466,7 +522,11 @@ export function AddResourceDropdown({
   const [search, setSearch] = useState('')
   const [activeIndex, setActiveIndex] = useState(0)
   // Gated on `open` so an idle tab bar never fetches the workspace lists.
-  const { groups: available } = useAvailableResources(workspaceId, { enabled: open, excludeTypes })
+  const { groups: available, structureFolders } = useAvailableResources(workspaceId, {
+    enabled: open,
+    excludeTypes,
+  })
+  const treeSections = useResourceTreeSections({ groups: available, structureFolders })
   const handleOpenChange = (next: boolean) => {
     setOpen(next)
     if (!next) {
@@ -486,18 +546,6 @@ export function AddResourceDropdown({
     setActiveIndex(0)
   }
 
-  const workflowTree = useMemo(() => {
-    const workflowGroup = available.find((g) => g.type === 'workflow')
-    const folderGroup = available.find((g) => g.type === 'folder')
-    return buildWorkflowFolderTree(workflowGroup?.items ?? [], folderGroup?.items ?? [])
-  }, [available])
-
-  const fileFolderTree = useMemo(() => {
-    const fileGroup = available.find((g) => g.type === 'file')
-    const fileFolderGroup = available.find((g) => g.type === 'filefolder')
-    return buildFileFolderTree(fileGroup?.items ?? [], fileFolderGroup?.items ?? [])
-  }, [available])
-
   const filtered = useMemo(() => {
     const q = search.toLowerCase().trim()
     if (!q) return null
@@ -579,39 +627,9 @@ export function AddResourceDropdown({
             )
           ) : (
             <>
-              {workflowTree.length > 0 && (
-                <DropdownMenuSub>
-                  <DropdownMenuSubTrigger>
-                    <Workflow className='size-[14px]' />
-                    <span>Workflows</span>
-                  </DropdownMenuSubTrigger>
-                  <DropdownMenuSubContent>
-                    <WorkflowFolderTreeItems nodes={workflowTree} onSelect={select} />
-                  </DropdownMenuSubContent>
-                </DropdownMenuSub>
-              )}
-              {fileFolderTree.length > 0 && (
-                <DropdownMenuSub>
-                  <DropdownMenuSubTrigger>
-                    {(() => {
-                      const Icon = getResourceConfig('file').icon
-                      return <Icon className='size-[14px]' />
-                    })()}
-                    <span>Files</span>
-                  </DropdownMenuSubTrigger>
-                  <DropdownMenuSubContent>
-                    <FileFolderTreeItems nodes={fileFolderTree} onSelect={select} />
-                  </DropdownMenuSubContent>
-                </DropdownMenuSub>
-              )}
+              <ResourceTreeSections sections={treeSections} onSelect={select} />
               {available.map(({ type, items }) => {
-                if (
-                  type === 'workflow' ||
-                  type === 'folder' ||
-                  type === 'file' ||
-                  type === 'filefolder'
-                )
-                  return null
+                if (FOLDERED_RESOURCE_TYPES.has(type)) return null
                 if (items.length === 0) return null
                 const config = getResourceConfig(type)
                 const Icon = config.icon
diff --git a/apps/sim/app/workspace/[workspaceId]/home/components/mothership-view/components/add-resource-dropdown/index.ts b/apps/sim/app/workspace/[workspaceId]/home/components/mothership-view/components/add-resource-dropdown/index.ts
index 7d0e88042b7..337b05909ae 100644
--- a/apps/sim/app/workspace/[workspaceId]/home/components/mothership-view/components/add-resource-dropdown/index.ts
+++ b/apps/sim/app/workspace/[workspaceId]/home/components/mothership-view/components/add-resource-dropdown/index.ts
@@ -1,8 +1,8 @@
 export {
   AddResourceDropdown,
-  buildFileFolderTree,
-  buildWorkflowFolderTree,
-  FileFolderTreeItems,
+  FOLDERED_RESOURCE_TYPES,
+  ResourceFolderTreeItems,
+  ResourceTreeSections,
   useAvailableResources,
-  WorkflowFolderTreeItems,
+  useResourceTreeSections,
 } from './add-resource-dropdown'
diff --git a/apps/sim/app/workspace/[workspaceId]/home/components/mothership-view/components/add-resource-dropdown/resource-folder-tree.test.ts b/apps/sim/app/workspace/[workspaceId]/home/components/mothership-view/components/add-resource-dropdown/resource-folder-tree.test.ts
new file mode 100644
index 00000000000..c78157db8bb
--- /dev/null
+++ b/apps/sim/app/workspace/[workspaceId]/home/components/mothership-view/components/add-resource-dropdown/resource-folder-tree.test.ts
@@ -0,0 +1,94 @@
+/**
+ * @vitest-environment node
+ */
+import { describe, expect, it } from 'vitest'
+import {
+  type AvailableItem,
+  buildResourceFolderTree,
+  type ResourceTreeNode,
+} from '@/app/workspace/[workspaceId]/home/components/mothership-view/components/add-resource-dropdown/resource-folder-tree'
+
+function item(id: string, folderId: string | null = null, sortOrder?: number): AvailableItem {
+  return { id, name: id, folderId, ...(sortOrder === undefined ? {} : { sortOrder }) }
+}
+
+function folder(id: string, parentId: string | null = null, sortOrder?: number): AvailableItem {
+  return { id, name: id, parentId, ...(sortOrder === undefined ? {} : { sortOrder }) }
+}
+
+/** Flattens to `id` strings, folders as `id[...children]`, for terse assertions. */
+function shape(nodes: ResourceTreeNode[]): string[] {
+  return nodes.map((node) =>
+    node.kind === 'item' ? node.id : `${node.id}[${shape(node.children).join(',')}]`
+  )
+}
+
+describe('buildResourceFolderTree', () => {
+  it('nests items under their folder and keeps root items at the top level', () => {
+    const tree = buildResourceFolderTree(
+      [item('rootItem'), item('nested', 'f1'), item('deep', 'f2')],
+      [folder('f1'), folder('f2', 'f1')]
+    )
+    expect(shape(tree)).toEqual(['f1[f2[deep],nested]', 'rootItem'])
+  })
+
+  it('exposes the full source item to the caller, not just id and name', () => {
+    const source = { id: 't1', name: 'Table', folderId: null, custom: 42 }
+    const [node] = buildResourceFolderTree([source], [])
+    expect(node).toEqual({ kind: 'item', id: 't1', item: source })
+  })
+
+  it('surfaces items whose folder is unknown at the root instead of dropping them', () => {
+    const tree = buildResourceFolderTree([item('orphan', 'deleted-folder')], [folder('f1')])
+    expect(shape(tree)).toEqual(['f1[]', 'orphan'])
+  })
+
+  it('surfaces folders whose parent is unknown at the root', () => {
+    const tree = buildResourceFolderTree([item('child', 'f1')], [folder('f1', 'deleted-parent')])
+    expect(shape(tree)).toEqual(['f1[child]'])
+  })
+
+  it('keeps empty folders by default', () => {
+    const tree = buildResourceFolderTree([], [folder('empty')])
+    expect(shape(tree)).toEqual(['empty[]'])
+  })
+
+  it('prunes folders with no items at any depth when pruneEmpty is set', () => {
+    const tree = buildResourceFolderTree(
+      [item('kept', 'full')],
+      [folder('full'), folder('empty'), folder('emptyChild', 'empty')],
+      { pruneEmpty: true }
+    )
+    expect(shape(tree)).toEqual(['full[kept]'])
+  })
+
+  it('interleaves folders and items by sortOrder when orderBySortOrder is set', () => {
+    const tree = buildResourceFolderTree(
+      [item('itemA', null, 1), item('itemC', null, 3)],
+      [folder('folderB', null, 2)],
+      { orderBySortOrder: true, pruneEmpty: false }
+    )
+    expect(shape(tree)).toEqual(['itemA', 'folderB[]', 'itemC'])
+  })
+
+  it('breaks sortOrder ties by id so ordering stays stable', () => {
+    const tree = buildResourceFolderTree([item('b', null, 0), item('a', null, 0)], [], {
+      orderBySortOrder: true,
+    })
+    expect(shape(tree)).toEqual(['a', 'b'])
+  })
+
+  it('treats a missing sortOrder as 0 rather than sorting it last', () => {
+    const tree = buildResourceFolderTree([item('withOrder', null, 5), item('noOrder')], [], {
+      orderBySortOrder: true,
+    })
+    expect(shape(tree)).toEqual(['noOrder', 'withOrder'])
+  })
+
+  it('drops folders in a parent cycle rather than rooting them, so the walk terminates', () => {
+    const tree = buildResourceFolderTree([item('rootItem')], [folder('a', 'b'), folder('b', 'a')], {
+      pruneEmpty: false,
+    })
+    expect(shape(tree)).toEqual(['rootItem'])
+  })
+})
diff --git a/apps/sim/app/workspace/[workspaceId]/home/components/mothership-view/components/add-resource-dropdown/resource-folder-tree.ts b/apps/sim/app/workspace/[workspaceId]/home/components/mothership-view/components/add-resource-dropdown/resource-folder-tree.ts
new file mode 100644
index 00000000000..ac9bd787dac
--- /dev/null
+++ b/apps/sim/app/workspace/[workspaceId]/home/components/mothership-view/components/add-resource-dropdown/resource-folder-tree.ts
@@ -0,0 +1,96 @@
+export type AvailableItem = { id: string; name: string; [key: string]: unknown }
+
+export type ResourceTreeNode =
+  | { kind: 'item'; id: string; item: AvailableItem }
+  | { kind: 'folder'; id: string; name: string; children: ResourceTreeNode[] }
+
+export interface BuildResourceFolderTreeOptions {
+  /**
+   * Interleave folders and items at each level by their `sortOrder`, mirroring
+   * the workflow sidebar's manual ordering. Otherwise folders come first, then
+   * items, each in source order.
+   */
+  orderBySortOrder?: boolean
+  /**
+   * Drop folders holding no items at any depth. Callers derive this from
+   * whether the folder is selectable: one the user cannot select is dead UI
+   * when empty, while a selectable one must stay reachable.
+   */
+  pruneEmpty?: boolean
+}
+
+/**
+ * Nests flat item and folder lists into the hierarchy the browse menus render.
+ * Shared by every foldered resource family (workflows, files, tables, knowledge
+ * bases); the families differ only in the options above and in whether the
+ * caller renders folders as selectable.
+ *
+ * Items and folders whose parent does not resolve to a known folder surface at
+ * the root rather than vanishing, matching how the resource pages heal orphans.
+ * Folders forming a parent cycle resolve to no root-reachable parent and are
+ * therefore skipped, so the walk always terminates.
+ */
+export function buildResourceFolderTree(
+  items: AvailableItem[],
+  folders: AvailableItem[],
+  options?: BuildResourceFolderTreeOptions
+): ResourceTreeNode[] {
+  const knownFolderIds = new Set(folders.map((folder) => folder.id))
+
+  const parentOf = (entry: AvailableItem, key: 'parentId' | 'folderId'): string | null => {
+    const id = (entry[key] as string | null | undefined) ?? null
+    return id && knownFolderIds.has(id) ? id : null
+  }
+
+  const bucket = (
+    map: Map<string | null, AvailableItem[]>,
+    key: string | null,
+    value: AvailableItem
+  ) => {
+    const existing = map.get(key)
+    if (existing) existing.push(value)
+    else map.set(key, [value])
+  }
+
+  const foldersByParent = new Map<string | null, AvailableItem[]>()
+  for (const folder of folders) bucket(foldersByParent, parentOf(folder, 'parentId'), folder)
+
+  const itemsByFolder = new Map<string | null, AvailableItem[]>()
+  for (const item of items) bucket(itemsByFolder, parentOf(item, 'folderId'), item)
+
+  const sortOrderOf = (entry: AvailableItem) => (entry.sortOrder as number | undefined) ?? 0
+
+  const buildLevel = (parentId: string | null): ResourceTreeNode[] => {
+    const childFolders = foldersByParent.get(parentId) ?? []
+    const childItems = itemsByFolder.get(parentId) ?? []
+
+    // Folders first, then items — the default order. `sources[i]` is the record
+    // `nodes[i]` was built from; the sort below permutes by index against that
+    // pairing.
+    const sources: AvailableItem[] = []
+    const nodes: ResourceTreeNode[] = []
+
+    for (const folder of childFolders) {
+      const children = buildLevel(folder.id)
+      if (options?.pruneEmpty && children.length === 0) continue
+      sources.push(folder)
+      nodes.push({ kind: 'folder', id: folder.id, name: folder.name, children })
+    }
+    for (const item of childItems) {
+      sources.push(item)
+      nodes.push({ kind: 'item', id: item.id, item })
+    }
+
+    if (!options?.orderBySortOrder) return nodes
+
+    return nodes
+      .map((_, index) => index)
+      .sort((a, b) => {
+        const delta = sortOrderOf(sources[a]) - sortOrderOf(sources[b])
+        return delta !== 0 ? delta : sources[a].id.localeCompare(sources[b].id)
+      })
+      .map((index) => nodes[index])
+  }
+
+  return buildLevel(null)
+}
diff --git a/apps/sim/app/workspace/[workspaceId]/home/components/user-input/components/plus-menu-dropdown/plus-menu-dropdown.tsx b/apps/sim/app/workspace/[workspaceId]/home/components/user-input/components/plus-menu-dropdown/plus-menu-dropdown.tsx
index 872e4466791..3972160af60 100644
--- a/apps/sim/app/workspace/[workspaceId]/home/components/user-input/components/plus-menu-dropdown/plus-menu-dropdown.tsx
+++ b/apps/sim/app/workspace/[workspaceId]/home/components/user-input/components/plus-menu-dropdown/plus-menu-dropdown.tsx
@@ -12,13 +12,11 @@ import {
   DropdownMenuSubTrigger,
   DropdownMenuTrigger,
 } from '@sim/emcn'
-import { Workflow } from '@sim/emcn/icons'
 import {
-  buildFileFolderTree,
-  buildWorkflowFolderTree,
-  FileFolderTreeItems,
+  FOLDERED_RESOURCE_TYPES,
+  ResourceTreeSections,
   useAvailableResources,
-  WorkflowFolderTreeItems,
+  useResourceTreeSections,
 } from '@/app/workspace/[workspaceId]/home/components/mothership-view/components/add-resource-dropdown'
 import { getResourceConfig } from '@/app/workspace/[workspaceId]/home/components/mothership-view/components/resource-registry'
 import type { PlusMenuHandle } from '@/app/workspace/[workspaceId]/home/components/user-input/components/constants'
@@ -72,7 +70,11 @@ export const PlusMenuDropdown = React.memo(
     const contentRef = useRef<HTMLDivElement>(null)
 
     // Gated so an idle chat surface never fetches the workspace lists.
-    const { groups: availableResources, isHydrating } = useAvailableResources(workspaceId, {
+    const {
+      groups: availableResources,
+      structureFolders,
+      isHydrating,
+    } = useAvailableResources(workspaceId, {
       enabled: open || !!warm,
     })
 
@@ -102,17 +104,10 @@ export const PlusMenuDropdown = React.memo(
         : attachable.filter(({ type }) => !MENTION_ONLY_RESOURCE_TYPES.has(type))
     }, [isMention, availableResources])
 
-    const workflowTree = useMemo(() => {
-      const workflowGroup = visibleResources.find((g) => g.type === 'workflow')
-      const folderGroup = visibleResources.find((g) => g.type === 'folder')
-      return buildWorkflowFolderTree(workflowGroup?.items ?? [], folderGroup?.items ?? [])
-    }, [visibleResources])
-
-    const fileFolderTree = useMemo(() => {
-      const fileGroup = visibleResources.find((g) => g.type === 'file')
-      const fileFolderGroup = visibleResources.find((g) => g.type === 'filefolder')
-      return buildFileFolderTree(fileGroup?.items ?? [], fileFolderGroup?.items ?? [])
-    }, [visibleResources])
+    const treeSections = useResourceTreeSections({
+      groups: visibleResources,
+      structureFolders,
+    })
 
     const filteredItems = useMemo(() => {
       const rawQuery = isMention ? (mentionQuery ?? '') : search
@@ -310,39 +305,13 @@ export const PlusMenuDropdown = React.memo(
             {/* Always-mounted; swapping this subtree with filtered results makes Radix's
                   menu FocusScope steal focus from the search input back to the content root. */}
             <div hidden={filteredItems !== null}>
-              {workflowTree.length > 0 && (
-                <DropdownMenuSub>
-                  <DropdownMenuSubTrigger>
-                    <Workflow className='size-[14px]' />
-                    <span>Workflows</span>
-                  </DropdownMenuSubTrigger>
-                  <DropdownMenuSubContent className='max-w-[min(300px,calc(100vw-32px))]'>
-                    <WorkflowFolderTreeItems nodes={workflowTree} onSelect={handleSelect} />
-                  </DropdownMenuSubContent>
-                </DropdownMenuSub>
-              )}
-              {fileFolderTree.length > 0 && (
-                <DropdownMenuSub>
-                  <DropdownMenuSubTrigger>
-                    {(() => {
-                      const Icon = getResourceConfig('file').icon
-                      return <Icon className='size-[14px]' />
-                    })()}
-                    <span>Files</span>
-                  </DropdownMenuSubTrigger>
-                  <DropdownMenuSubContent className='max-w-[min(300px,calc(100vw-32px))]'>
-                    <FileFolderTreeItems nodes={fileFolderTree} onSelect={handleSelect} />
-                  </DropdownMenuSubContent>
-                </DropdownMenuSub>
-              )}
+              <ResourceTreeSections
+                sections={treeSections}
+                onSelect={handleSelect}
+                subContentClassName='max-w-[min(300px,calc(100vw-32px))]'
+              />
               {visibleResources
-                .filter(
-                  ({ type }) =>
-                    type !== 'workflow' &&
-                    type !== 'folder' &&
-                    type !== 'file' &&
-                    type !== 'filefolder'
-                )
+                .filter(({ type }) => !FOLDERED_RESOURCE_TYPES.has(type))
                 .map(({ type, items }) => {
                   if (items.length === 0) return null
                   const config = getResourceConfig(type)

From 25e609167f60f7475092e098d65b93ae21857f69 Mon Sep 17 00:00:00 2001
From: Waleed <walif6@gmail.com>
Date: Sun, 2 Aug 2026 00:04:35 -0700
Subject: [PATCH 30/30] fix(search): disambiguate tables and knowledge bases by
 folder (#6192)

* fix(search): disambiguate tables and knowledge bases by folder

The Cmd-K search modal listed tables and knowledge bases without the folder
breadcrumb workflows and files already showed, and the table, knowledge base,
and search-and-replace pickers in the workflow editor rendered bare names --
so two resources sharing a name in different folders were indistinguishable.

Extracts the disambiguation the workflow selector already did into shared
collectDuplicateNames + disambiguateLabelByFolder, and shares the search row's
folder breadcrumb and its memo comparator, which were duplicated between the
workflow and file rows.

Also routes folder text through filterAndCap's secondary-rank parameter rather
than concatenating it into the name, so an exact name match can no longer be
outranked by a folder that happens to fuzzy-match.

* fix(zoho-desk): use the real Zoho Desk mark on a white tile

The icon was a generic headset placeholder drawn in currentColor, so it never
resembled Zoho at all. Replaces it with the mark from Zoho's official logo --
wordmark stripped, viewBox set to the mark's own bounding box so it centers --
and moves the tile to white, matching the other brand-mark integrations.
---
 apps/docs/components/icons.tsx                |  6 +-
 .../docs/en/integrations/zoho_desk.mdx        |  2 +-
 .../knowledge-base-selector.tsx               | 49 +++++++++---
 .../table-selector/table-selector.tsx         | 24 +++++-
 .../command-items/command-items.tsx           | 80 +++++++++++--------
 .../search-groups/search-groups.tsx           |  8 +-
 .../components/search-modal/search-modal.tsx  | 31 ++++++-
 .../sidebar/components/search-modal/utils.ts  | 23 +++---
 .../w/components/sidebar/sidebar.tsx          | 47 +++++++----
 apps/sim/blocks/blocks/zoho-desk.ts           |  2 +-
 apps/sim/components/icons.tsx                 |  6 +-
 .../hooks/queries/utils/folder-tree.test.ts   | 49 ++++++++++++
 apps/sim/hooks/queries/utils/folder-tree.ts   | 31 +++++++
 .../hooks/queries/workflow-search-replace.ts  | 44 +++++++---
 .../selectors/providers/sim/selectors.ts      | 52 +++++-------
 apps/sim/lib/folders/tree.ts                  | 14 ++++
 apps/sim/lib/integrations/integrations.json   |  2 +-
 17 files changed, 334 insertions(+), 136 deletions(-)

diff --git a/apps/docs/components/icons.tsx b/apps/docs/components/icons.tsx
index 7b121cbc3a0..606e5b0faf6 100644
--- a/apps/docs/components/icons.tsx
+++ b/apps/docs/components/icons.tsx
@@ -8932,14 +8932,14 @@ export function ZohoDeskIcon(props: SVGProps<SVGSVGElement>) {
   return (
     <svg
       {...props}
-      viewBox='0 0 24 24'
+      viewBox='-24 -6 308 308'
       fill='none'
       xmlns='http://www.w3.org/2000/svg'
       aria-hidden='true'
     >
       <path
-        d='M12 2.75c-4.28 0-7.75 3.47-7.75 7.75v3.1A2.6 2.6 0 0 0 3 16.35v1.3A2.6 2.6 0 0 0 5.6 20.25h1.15a.9.9 0 0 0 .9-.9v-4.9a.9.9 0 0 0-.9-.9H6.05v-2.15a5.95 5.95 0 0 1 11.9 0v2.15h-.7a.9.9 0 0 0-.9.9v4.9c0 .17.05.33.13.47-.5.6-1.24.98-2.08.98h-1.02a1.4 1.4 0 0 0-1.31-.9h-1a1.4 1.4 0 0 0 0 2.8h1a1.4 1.4 0 0 0 1.31-.9h1.02c2.06 0 3.74-1.63 3.83-3.67a2.6 2.6 0 0 0 1.44-2.33v-1.3a2.6 2.6 0 0 0-1.25-2.22v-3.1c0-4.28-3.47-7.75-7.75-7.75Z'
-        fill='currentColor'
+        d='M22.3,293c-1.6,0-3.3-0.5-4.7-1.4c-2.8-1.8-4.2-5.1-3.7-8.4l24.3-149.3c1.3-8,5.4-15.2,11.5-20.4 c6.1-5.2,14-8.1,22-8.1h100.1l5.6-34.3H168c-4.2,0-8.1-1.8-10.8-5c-2.7-3.2-3.9-7.3-3.2-11.4l6.4-39.7c1.1-6.9,7-11.9,14-11.9h37.3 c10,0,19.4,4.4,25.9,12s9.3,17.6,7.7,27.5l-15,92.4c-0.7,4-3,7.6-6.5,9.8L140,196.5c-5.1,3.1-11.6,2.8-16.3-1l-39-31.1 c-3.7-2.9-4.3-8.3-1.3-11.9c2.9-3.7,8.3-4.3,11.9-1.3l37.5,29.9l81-50.2l14.8-91.1c0.8-4.9-0.6-9.9-3.8-13.7c-3.2-3.8-7.9-6-12.9-6 h-34.9l-5.5,34h9.3c4.2,0,8.1,1.8,10.8,5c2.7,3.2,3.9,7.3,3.2,11.4l-6.5,39.9c-1.1,6.9-7,11.9-14,11.9H71.7 c-8.4,0-15.4,6-16.8,14.3L33.6,267.5L63.5,249c2.2-1.4,4.8-2.1,7.5-2.1h109.5c8.4,0,15.4-6,16.8-14.3l6.8-41.9 c0.8-4.6,5.1-7.8,9.7-7c4.6,0.8,7.8,5.1,7,9.7l-6.8,41.9c-1.3,8-5.4,15.2-11.5,20.4c-6.1,5.2-14,8.1-22,8.1H71.7l-45,27.9 C25.4,292.6,23.8,293,22.3,293z'
+        fill='#089949'
       />
     </svg>
   )
diff --git a/apps/docs/content/docs/en/integrations/zoho_desk.mdx b/apps/docs/content/docs/en/integrations/zoho_desk.mdx
index 727f0fd9a02..2081c2a2a14 100644
--- a/apps/docs/content/docs/en/integrations/zoho_desk.mdx
+++ b/apps/docs/content/docs/en/integrations/zoho_desk.mdx
@@ -7,7 +7,7 @@ import { BlockInfoCard } from "@/components/ui/block-info-card"
 
 <BlockInfoCard 
   type="zoho_desk"
-  color="#E42527"
+  color="#FFFFFF"
 />
 
 {/* MANUAL-CONTENT-START:intro */}
diff --git a/apps/sim/app/workspace/[workspaceId]/w/[workflowId]/components/panel/components/editor/components/sub-block/components/knowledge-base-selector/knowledge-base-selector.tsx b/apps/sim/app/workspace/[workspaceId]/w/[workflowId]/components/panel/components/editor/components/sub-block/components/knowledge-base-selector/knowledge-base-selector.tsx
index 4643aec86c1..c4b4ca377b7 100644
--- a/apps/sim/app/workspace/[workspaceId]/w/[workflowId]/components/panel/components/editor/components/sub-block/components/knowledge-base-selector/knowledge-base-selector.tsx
+++ b/apps/sim/app/workspace/[workspaceId]/w/[workflowId]/components/panel/components/editor/components/sub-block/components/knowledge-base-selector/knowledge-base-selector.tsx
@@ -13,7 +13,9 @@ import { useSubBlockValue } from '@/app/workspace/[workspaceId]/w/[workflowId]/c
 import { useActiveSearchTarget } from '@/app/workspace/[workspaceId]/w/[workflowId]/components/panel/components/editor/providers/active-search-target-provider'
 import type { SubBlockConfig } from '@/blocks/types'
 import { useKnowledgeBasesList } from '@/hooks/kb/use-knowledge'
+import { useFolderMap } from '@/hooks/queries/folders'
 import { fetchKnowledgeBase } from '@/hooks/queries/kb/knowledge'
+import { collectDuplicateNames, disambiguateLabelByFolder } from '@/hooks/queries/utils/folder-tree'
 import { knowledgeKeys } from '@/hooks/queries/utils/knowledge-keys'
 
 interface KnowledgeBaseSelectorProps {
@@ -43,6 +45,8 @@ export function KnowledgeBaseSelector({
     error,
   } = useKnowledgeBasesList(workspaceId)
 
+  const { data: knowledgeBaseFolders = {} } = useFolderMap(workspaceId, 'knowledge_base')
+
   const [storeValue, setStoreValue] = useSubBlockValue(blockId, subBlock.id)
 
   const value = isPreview ? previewValue : storeValue
@@ -90,13 +94,32 @@ export function KnowledgeBaseSelector({
     return Array.from(merged.values())
   }, [knowledgeBases, selectedKnowledgeBaseQueries])
 
-  const options = useMemo<ComboboxOption[]>(() => {
-    return combinedKnowledgeBases.map((kb) => ({
-      label: kb.name,
-      value: kb.id,
-      icon: PackageSearchIcon,
-    }))
-  }, [combinedKnowledgeBases])
+  /**
+   * Display names, with the folder path appended when two knowledge bases share
+   * a name — otherwise the dropdown rows and the selected chips are
+   * indistinguishable from one another. Built in the same pass as the options so
+   * the chips and the dropdown can never disagree.
+   */
+  const { options, labelById } = useMemo(() => {
+    const duplicateNames = collectDuplicateNames(combinedKnowledgeBases.map((kb) => kb.name))
+    const labelById = new Map<string, string>()
+    const options: ComboboxOption[] = combinedKnowledgeBases.map((kb) => {
+      const label = disambiguateLabelByFolder(
+        kb.name,
+        kb.folderId,
+        knowledgeBaseFolders,
+        duplicateNames
+      )
+      labelById.set(kb.id, label)
+      return { label, value: kb.id, icon: PackageSearchIcon }
+    })
+    return { options, labelById }
+  }, [combinedKnowledgeBases, knowledgeBaseFolders])
+
+  const labelOf = useCallback(
+    (kb: KnowledgeBaseData) => labelById.get(kb.id) ?? kb.name,
+    [labelById]
+  )
 
   /**
    * Compute selected knowledge bases for tag display
@@ -172,7 +195,7 @@ export function KnowledgeBaseSelector({
               blockId,
               subBlockId: subBlock.id,
               valuePath: [index],
-              label: kb.name,
+              label: labelOf(kb),
             })
             return (
               <div
@@ -181,14 +204,14 @@ export function KnowledgeBaseSelector({
               >
                 <PackageSearchIcon className='mr-1 size-3 text-[var(--brand-knowledge)]' />
                 <span className='font-medium text-[var(--brand-knowledge)]'>
-                  {formatDisplayText(kb.name, { workflowSearchHighlight })}
+                  {formatDisplayText(labelOf(kb), { workflowSearchHighlight })}
                 </span>
                 {!disabled && !isPreview && (
                   <button
                     type='button'
                     onClick={() => handleRemoveKnowledgeBase(kb.id)}
                     className='ml-1 text-[color-mix(in_srgb,var(--brand-knowledge)_60%,transparent)] hover-hover:text-[var(--brand-knowledge)]'
-                    aria-label={`Remove ${kb.name}`}
+                    aria-label={`Remove ${labelOf(kb)}`}
                   >
                     <X className='size-3' />
                   </button>
@@ -220,11 +243,13 @@ export function KnowledgeBaseSelector({
                   blockId,
                   subBlockId: subBlock.id,
                   valuePath: [],
-                  label: selectedKnowledgeBases[0].name,
+                  label: labelOf(selectedKnowledgeBases[0]),
                 })
                 return workflowSearchHighlight ? (
                   <span className='truncate text-[var(--text-primary)]'>
-                    {formatDisplayText(selectedKnowledgeBases[0].name, { workflowSearchHighlight })}
+                    {formatDisplayText(labelOf(selectedKnowledgeBases[0]), {
+                      workflowSearchHighlight,
+                    })}
                   </span>
                 ) : undefined
               })()
diff --git a/apps/sim/app/workspace/[workspaceId]/w/[workflowId]/components/panel/components/editor/components/sub-block/components/table-selector/table-selector.tsx b/apps/sim/app/workspace/[workspaceId]/w/[workflowId]/components/panel/components/editor/components/sub-block/components/table-selector/table-selector.tsx
index 05c5f78d336..2a57b60aca1 100644
--- a/apps/sim/app/workspace/[workspaceId]/w/[workflowId]/components/panel/components/editor/components/sub-block/components/table-selector/table-selector.tsx
+++ b/apps/sim/app/workspace/[workspaceId]/w/[workflowId]/components/panel/components/editor/components/sub-block/components/table-selector/table-selector.tsx
@@ -8,7 +8,9 @@ import { getWorkflowSearchLabelHighlight } from '@/app/workspace/[workspaceId]/w
 import { useSubBlockValue } from '@/app/workspace/[workspaceId]/w/[workflowId]/components/panel/components/editor/components/sub-block/hooks/use-sub-block-value'
 import { useActiveSearchTarget } from '@/app/workspace/[workspaceId]/w/[workflowId]/components/panel/components/editor/providers/active-search-target-provider'
 import type { SubBlockConfig } from '@/blocks/types'
+import { useFolderMap } from '@/hooks/queries/folders'
 import { useTablesList } from '@/hooks/queries/tables'
+import { collectDuplicateNames, disambiguateLabelByFolder } from '@/hooks/queries/utils/folder-tree'
 
 interface TableSelectorProps {
   blockId: string
@@ -45,15 +47,33 @@ export function TableSelector({
     error,
   } = useTablesList(isPreview || disabled ? undefined : workspaceId)
 
+  const { data: tableFolders = {} } = useFolderMap(
+    isPreview || disabled ? undefined : workspaceId,
+    'table'
+  )
+
   const value = isPreview ? previewValue : storeValue
   const tableId = typeof value === 'string' ? value : null
 
+  /**
+   * Two tables can share a name in different folders, so a colliding name is
+   * suffixed with its folder path. Table names are lowercased for display (the
+   * pre-existing styling here), and collisions are detected on that same
+   * lowercased form so `Leads` and `leads` — identical once displayed — are
+   * disambiguated too. The folder path keeps its authored casing.
+   */
   const options = useMemo<ComboboxOption[]>(() => {
+    const duplicateNames = collectDuplicateNames(tables.map((table) => table.name.toLowerCase()))
     return tables.map((table) => ({
-      label: table.name.toLowerCase(),
+      label: disambiguateLabelByFolder(
+        table.name.toLowerCase(),
+        table.folderId,
+        tableFolders,
+        duplicateNames
+      ),
       value: table.id,
     }))
-  }, [tables])
+  }, [tables, tableFolders])
 
   const handleChange = useCallback(
     (selectedValue: string) => {
diff --git a/apps/sim/app/workspace/[workspaceId]/w/components/sidebar/components/search-modal/components/command-items/command-items.tsx b/apps/sim/app/workspace/[workspaceId]/w/components/sidebar/components/search-modal/components/command-items/command-items.tsx
index 551c504cfb5..625dc23cf8d 100644
--- a/apps/sim/app/workspace/[workspaceId]/w/components/sidebar/components/search-modal/components/command-items/command-items.tsx
+++ b/apps/sim/app/workspace/[workspaceId]/w/components/sidebar/components/search-modal/components/command-items/command-items.tsx
@@ -78,6 +78,35 @@ export const MemoizedActionItem = memo(
     prev.shortcut === next.shortcut
 )
 
+/**
+ * Right-aligned folder breadcrumb. All but the last segment collapse first so a
+ * deep path degrades to the immediate parent rather than truncating the whole
+ * trail. Renders nothing at the workspace root.
+ */
+function FolderPathSuffix({ folderPath }: { folderPath?: string[] }) {
+  if (!folderPath || folderPath.length === 0) return null
+  return (
+    <span className='ml-auto flex min-w-0 pl-2 text-[var(--text-subtle)] text-small'>
+      {folderPath.length > 1 && (
+        <>
+          <span className='min-w-0 truncate [flex-shrink:9999]'>
+            {folderPath.slice(0, -1).join(' / ')}
+          </span>
+          <span className='flex-shrink-0 whitespace-pre'> / </span>
+        </>
+      )}
+      <span className='min-w-0 truncate'>{folderPath[folderPath.length - 1]}</span>
+    </span>
+  )
+}
+
+/** Element-wise compare so a rebuilt-but-identical path array skips the re-render. */
+function sameFolderPath(a?: string[], b?: string[]): boolean {
+  if (a === b) return true
+  if (a?.length !== b?.length) return false
+  return (a ?? []).every((segment, i) => segment === b?.[i])
+}
+
 export const MemoizedWorkflowItem = memo(
   function WorkflowItem({
     value,
@@ -101,19 +130,7 @@ export const MemoizedWorkflowItem = memo(
           <span className='truncate'>{name}</span>
           {isCurrent && <span className='flex-shrink-0 whitespace-pre'> (current)</span>}
         </span>
-        {folderPath && folderPath.length > 0 && (
-          <span className='ml-auto flex min-w-0 pl-2 text-[var(--text-subtle)] text-small'>
-            {folderPath.length > 1 && (
-              <>
-                <span className='min-w-0 truncate [flex-shrink:9999]'>
-                  {folderPath.slice(0, -1).join(' / ')}
-                </span>
-                <span className='flex-shrink-0 whitespace-pre'> / </span>
-              </>
-            )}
-            <span className='min-w-0 truncate'>{folderPath[folderPath.length - 1]}</span>
-          </span>
-        )}
+        <FolderPathSuffix folderPath={folderPath} />
       </Command.Item>
     )
   },
@@ -121,9 +138,7 @@ export const MemoizedWorkflowItem = memo(
     prev.value === next.value &&
     prev.name === next.name &&
     prev.isCurrent === next.isCurrent &&
-    (prev.folderPath === next.folderPath ||
-      (prev.folderPath?.length === next.folderPath?.length &&
-        (prev.folderPath ?? []).every((segment, i) => segment === next.folderPath?.[i])))
+    sameFolderPath(prev.folderPath, next.folderPath)
 )
 
 export const MemoizedFileItem = memo(
@@ -143,31 +158,17 @@ export const MemoizedFileItem = memo(
         <div className='relative flex size-[16px] flex-shrink-0 items-center justify-center'>
           <File className='size-[14px] text-[var(--text-icon)]' />
         </div>
-        <span className='flex min-w-0 max-w-[75%] flex-shrink-0 font-base text-[var(--text-body)]'>
+        <span className='flex min-w-0 max-w-[75%] flex-shrink-0 text-[var(--text-body)]'>
           <span className='truncate'>{name}</span>
         </span>
-        {folderPath && folderPath.length > 0 && (
-          <span className='ml-auto flex min-w-0 pl-2 font-base text-[var(--text-subtle)] text-small'>
-            {folderPath.length > 1 && (
-              <>
-                <span className='min-w-0 truncate [flex-shrink:9999]'>
-                  {folderPath.slice(0, -1).join(' / ')}
-                </span>
-                <span className='flex-shrink-0 whitespace-pre'> / </span>
-              </>
-            )}
-            <span className='min-w-0 truncate'>{folderPath[folderPath.length - 1]}</span>
-          </span>
-        )}
+        <FolderPathSuffix folderPath={folderPath} />
       </Command.Item>
     )
   },
   (prev, next) =>
     prev.value === next.value &&
     prev.name === next.name &&
-    (prev.folderPath === next.folderPath ||
-      (prev.folderPath?.length === next.folderPath?.length &&
-        (prev.folderPath ?? []).every((segment, i) => segment === next.folderPath?.[i])))
+    sameFolderPath(prev.folderPath, next.folderPath)
 )
 
 export const MemoizedTaskItem = memo(
@@ -253,18 +254,27 @@ export const MemoizedIconItem = memo(
     onSelect,
     name,
     icon: Icon,
+    folderPath,
   }: {
     value: string
     onSelect: () => void
     name: string
     icon: ComponentType<{ className?: string }>
+    folderPath?: string[]
   }) {
     return (
       <Command.Item value={value} onSelect={onSelect} className={COMMAND_ITEM_CLASSNAME}>
         <Icon className='size-[16px] flex-shrink-0 text-[var(--text-icon)]' />
-        <span className='truncate text-[var(--text-body)]'>{name}</span>
+        <span className='flex min-w-0 max-w-[75%] flex-shrink-0 text-[var(--text-body)]'>
+          <span className='truncate'>{name}</span>
+        </span>
+        <FolderPathSuffix folderPath={folderPath} />
       </Command.Item>
     )
   },
-  (prev, next) => prev.value === next.value && prev.name === next.name && prev.icon === next.icon
+  (prev, next) =>
+    prev.value === next.value &&
+    prev.name === next.name &&
+    prev.icon === next.icon &&
+    sameFolderPath(prev.folderPath, next.folderPath)
 )
diff --git a/apps/sim/app/workspace/[workspaceId]/w/components/sidebar/components/search-modal/components/search-groups/search-groups.tsx b/apps/sim/app/workspace/[workspaceId]/w/components/sidebar/components/search-modal/components/search-groups/search-groups.tsx
index f8e071be9d0..9b8f24518f6 100644
--- a/apps/sim/app/workspace/[workspaceId]/w/components/sidebar/components/search-modal/components/search-groups/search-groups.tsx
+++ b/apps/sim/app/workspace/[workspaceId]/w/components/sidebar/components/search-modal/components/search-groups/search-groups.tsx
@@ -17,6 +17,7 @@ import {
 import type {
   ActionItem,
   FileItem,
+  FolderedItem,
   IntegrationSearchItem,
   PageItem,
   TaskItem,
@@ -343,8 +344,8 @@ function createIconGroup(
     items,
     onSelect,
   }: {
-    items: TaskItem[]
-    onSelect: (item: TaskItem) => void
+    items: FolderedItem[]
+    onSelect: (item: FolderedItem) => void
   }) {
     if (items.length === 0) return null
     return (
@@ -352,10 +353,11 @@ function createIconGroup(
         {items.map((item) => (
           <MemoizedIconItem
             key={item.id}
-            value={`${item.name} ${prefix}-${item.id}`}
+            value={`${item.name} ${item.folderPath?.join(' / ') ?? ''} ${prefix}-${item.id}`}
             onSelect={() => onSelect(item)}
             name={item.name}
             icon={icon}
+            folderPath={item.folderPath}
           />
         ))}
       </Command.Group>
diff --git a/apps/sim/app/workspace/[workspaceId]/w/components/sidebar/components/search-modal/search-modal.tsx b/apps/sim/app/workspace/[workspaceId]/w/components/sidebar/components/search-modal/search-modal.tsx
index df2d2d97900..34b73c1ed6b 100644
--- a/apps/sim/app/workspace/[workspaceId]/w/components/sidebar/components/search-modal/search-modal.tsx
+++ b/apps/sim/app/workspace/[workspaceId]/w/components/sidebar/components/search-modal/search-modal.tsx
@@ -621,21 +621,44 @@ export function SearchModal({
   }, [isOnWorkflowPage, docs, deferredSearch])
 
   const filteredTables = useMemo(
-    () => filterAndCap(tables, (t) => t.name, deferredSearch),
+    () =>
+      filterAndCap(
+        tables,
+        (t) => t.name,
+        deferredSearch,
+        (t) => t.folderPath?.join(' ')
+      ),
     [tables, deferredSearch]
   )
   const filteredFiles = useMemo(
-    () => filterAndCap(files, (f) => `${f.name} ${f.folderPath?.join(' ') ?? ''}`, deferredSearch),
+    () =>
+      filterAndCap(
+        files,
+        (f) => f.name,
+        deferredSearch,
+        (f) => f.folderPath?.join(' ')
+      ),
     [files, deferredSearch]
   )
   const filteredKnowledgeBases = useMemo(
-    () => filterAndCap(knowledgeBases, (kb) => kb.name, deferredSearch),
+    () =>
+      filterAndCap(
+        knowledgeBases,
+        (kb) => kb.name,
+        deferredSearch,
+        (kb) => kb.folderPath?.join(' ')
+      ),
     [knowledgeBases, deferredSearch]
   )
 
   const filteredWorkflows = useMemo(
     () =>
-      filterAndCap(workflows, (w) => `${w.name} ${w.folderPath?.join(' ') ?? ''}`, deferredSearch),
+      filterAndCap(
+        workflows,
+        (w) => w.name,
+        deferredSearch,
+        (w) => w.folderPath?.join(' ')
+      ),
     [workflows, deferredSearch]
   )
   const filteredChats = useMemo(
diff --git a/apps/sim/app/workspace/[workspaceId]/w/components/sidebar/components/search-modal/utils.ts b/apps/sim/app/workspace/[workspaceId]/w/components/sidebar/components/search-modal/utils.ts
index 5b046c31a52..72265a6740e 100644
--- a/apps/sim/app/workspace/[workspaceId]/w/components/sidebar/components/search-modal/utils.ts
+++ b/apps/sim/app/workspace/[workspaceId]/w/components/sidebar/components/search-modal/utils.ts
@@ -14,11 +14,15 @@ export interface TaskItem {
   href: string
 }
 
-export interface WorkflowItem {
-  id: string
-  name: string
-  href: string
+/**
+ * A {@link TaskItem} that lives in a folder tree, so the row can show which
+ * folder it came from — a name is only unique within its folder.
+ */
+export interface FolderedItem extends TaskItem {
   folderPath?: string[]
+}
+
+export interface WorkflowItem extends FolderedItem {
   isCurrent?: boolean
 }
 
@@ -39,12 +43,7 @@ export interface PageItem {
   hidden?: boolean
 }
 
-export interface FileItem {
-  id: string
-  name: string
-  href: string
-  folderPath?: string[]
-}
+export type FileItem = FolderedItem
 
 /** Where an {@link ActionItem} (a verb) is available. */
 export type ActionContext = 'global' | 'workflow' | 'integrations'
@@ -72,9 +71,9 @@ export interface SearchModalProps {
   workflows?: WorkflowItem[]
   workspaces?: WorkspaceItem[]
   chats?: TaskItem[]
-  tables?: TaskItem[]
+  tables?: FolderedItem[]
   files?: FileItem[]
-  knowledgeBases?: TaskItem[]
+  knowledgeBases?: FolderedItem[]
   integrations?: IntegrationSearchItem[]
   connectedAccounts?: IntegrationSearchItem[]
   isOnWorkflowPage?: boolean
diff --git a/apps/sim/app/workspace/[workspaceId]/w/components/sidebar/sidebar.tsx b/apps/sim/app/workspace/[workspaceId]/w/components/sidebar/sidebar.tsx
index 295670fd4d9..e5c7c627ccf 100644
--- a/apps/sim/app/workspace/[workspaceId]/w/components/sidebar/sidebar.tsx
+++ b/apps/sim/app/workspace/[workspaceId]/w/components/sidebar/sidebar.tsx
@@ -44,7 +44,7 @@ import { useSession } from '@/lib/auth/auth-client'
 import { SIM_RESOURCES_DRAG_TYPE } from '@/lib/copilot/resource-types'
 import { isChatEnabled } from '@/lib/core/config/env-flags'
 import { isMacPlatform } from '@/lib/core/utils/platform'
-import { buildFolderTree, getFolderPath } from '@/lib/folders/tree'
+import { buildFolderTree, getFolderPathNames } from '@/lib/folders/tree'
 import { captureEvent } from '@/lib/posthog/client'
 import { useRegisterGlobalCommands } from '@/app/workspace/[workspaceId]/providers/global-commands-provider'
 import { useUserPermissionsContext } from '@/app/workspace/[workspaceId]/providers/workspace-permissions-provider'
@@ -111,6 +111,7 @@ import { usePermissionConfig } from '@/hooks/use-permission-config'
 import { useSettingsNavigation } from '@/hooks/use-settings-navigation'
 import { SIDEBAR_WIDTH } from '@/stores/constants'
 import { useFolderStore } from '@/stores/folders/store'
+import type { WorkflowFolder } from '@/stores/folders/types'
 import { useSearchModalStore } from '@/stores/modals/search/store'
 import { useProvidersStore } from '@/stores/providers'
 import { useSettingsDirtyStore } from '@/stores/settings/dirty/store'
@@ -124,6 +125,8 @@ const logger = createLogger('Sidebar')
  * invalidate every memo downstream of it.
  */
 const EMPTY_CHATS: MothershipChatMetadata[] = []
+/** Stable identity while a folder list loads, so the search-row memos don't churn. */
+const EMPTY_FOLDER_MAP: Record<string, WorkflowFolder> = {}
 
 const SLACK_COMMUNITY_URL =
   'https://join.slack.com/t/sim-ott9864/shared_invite/zt-43lp8tc5v-0qrrqHGBKUsvQlpoouH~TA'
@@ -538,7 +541,17 @@ export const Sidebar = memo(function Sidebar({
   })
 
   useFolders(workspaceId)
-  const { data: folderMap = {} } = useFolderMap(workspaceId)
+  const { data: folderMap = EMPTY_FOLDER_MAP } = useFolderMap(workspaceId)
+  // Tables and knowledge bases keep their folders in the generic folder tree,
+  // keyed by resource type, so each needs its own map to resolve a path.
+  const { data: tableFolderMap = EMPTY_FOLDER_MAP } = useFolderMap(
+    permissionConfig.hideTablesTab ? undefined : workspaceId,
+    'table'
+  )
+  const { data: knowledgeBaseFolderMap = EMPTY_FOLDER_MAP } = useFolderMap(
+    permissionConfig.hideKnowledgeBaseTab ? undefined : workspaceId,
+    'knowledge_base'
+  )
   const updateWorkflowMutation = useUpdateWorkflow()
 
   const folderTree = useMemo(
@@ -712,18 +725,13 @@ export const Sidebar = memo(function Sidebar({
 
   const searchModalWorkflows = useMemo(
     () =>
-      regularWorkflows.map((workflow) => {
-        const folderPath = workflow.folderId
-          ? getFolderPath(folderMap, workflow.folderId).map((folder) => folder.name)
-          : []
-        return {
-          id: workflow.id,
-          name: workflow.name,
-          href: `/workspace/${workspaceId}/w/${workflow.id}`,
-          folderPath: folderPath.length > 0 ? folderPath : undefined,
-          isCurrent: workflow.id === workflowId,
-        }
-      }),
+      regularWorkflows.map((workflow) => ({
+        id: workflow.id,
+        name: workflow.name,
+        href: `/workspace/${workspaceId}/w/${workflow.id}`,
+        folderPath: getFolderPathNames(folderMap, workflow.folderId),
+        isCurrent: workflow.id === workflowId,
+      })),
     [regularWorkflows, folderMap, workspaceId, workflowId]
   )
 
@@ -872,8 +880,9 @@ export const Sidebar = memo(function Sidebar({
             id: t.id,
             name: t.name,
             href: `/workspace/${workspaceId}/tables/${t.id}`,
+            folderPath: getFolderPathNames(tableFolderMap, t.folderId),
           })),
-    [fetchedTables, workspaceId, permissionConfig.hideTablesTab]
+    [fetchedTables, tableFolderMap, workspaceId, permissionConfig.hideTablesTab]
   )
 
   const searchModalFiles = useMemo(
@@ -897,8 +906,14 @@ export const Sidebar = memo(function Sidebar({
             id: kb.id,
             name: kb.name,
             href: `/workspace/${workspaceId}/knowledge/${kb.id}`,
+            folderPath: getFolderPathNames(knowledgeBaseFolderMap, kb.folderId),
           })),
-    [fetchedKnowledgeBases, workspaceId, permissionConfig.hideKnowledgeBaseTab]
+    [
+      fetchedKnowledgeBases,
+      knowledgeBaseFolderMap,
+      workspaceId,
+      permissionConfig.hideKnowledgeBaseTab,
+    ]
   )
 
   const chatIds = useMemo(() => chats.map((t) => t.id), [chats])
diff --git a/apps/sim/blocks/blocks/zoho-desk.ts b/apps/sim/blocks/blocks/zoho-desk.ts
index bf63bb4e989..a13d05b4987 100644
--- a/apps/sim/blocks/blocks/zoho-desk.ts
+++ b/apps/sim/blocks/blocks/zoho-desk.ts
@@ -29,7 +29,7 @@ export const ZohoDeskBlock: BlockConfig<ZohoDeskResponse> = {
   docsLink: 'https://docs.sim.ai/integrations/zoho_desk',
   category: 'tools',
   integrationType: IntegrationType.Support,
-  bgColor: '#E42527',
+  bgColor: '#FFFFFF',
   icon: ZohoDeskIcon,
   subBlocks: [
     {
diff --git a/apps/sim/components/icons.tsx b/apps/sim/components/icons.tsx
index 7b121cbc3a0..606e5b0faf6 100644
--- a/apps/sim/components/icons.tsx
+++ b/apps/sim/components/icons.tsx
@@ -8932,14 +8932,14 @@ export function ZohoDeskIcon(props: SVGProps<SVGSVGElement>) {
   return (
     <svg
       {...props}
-      viewBox='0 0 24 24'
+      viewBox='-24 -6 308 308'
       fill='none'
       xmlns='http://www.w3.org/2000/svg'
       aria-hidden='true'
     >
       <path
-        d='M12 2.75c-4.28 0-7.75 3.47-7.75 7.75v3.1A2.6 2.6 0 0 0 3 16.35v1.3A2.6 2.6 0 0 0 5.6 20.25h1.15a.9.9 0 0 0 .9-.9v-4.9a.9.9 0 0 0-.9-.9H6.05v-2.15a5.95 5.95 0 0 1 11.9 0v2.15h-.7a.9.9 0 0 0-.9.9v4.9c0 .17.05.33.13.47-.5.6-1.24.98-2.08.98h-1.02a1.4 1.4 0 0 0-1.31-.9h-1a1.4 1.4 0 0 0 0 2.8h1a1.4 1.4 0 0 0 1.31-.9h1.02c2.06 0 3.74-1.63 3.83-3.67a2.6 2.6 0 0 0 1.44-2.33v-1.3a2.6 2.6 0 0 0-1.25-2.22v-3.1c0-4.28-3.47-7.75-7.75-7.75Z'
-        fill='currentColor'
+        d='M22.3,293c-1.6,0-3.3-0.5-4.7-1.4c-2.8-1.8-4.2-5.1-3.7-8.4l24.3-149.3c1.3-8,5.4-15.2,11.5-20.4 c6.1-5.2,14-8.1,22-8.1h100.1l5.6-34.3H168c-4.2,0-8.1-1.8-10.8-5c-2.7-3.2-3.9-7.3-3.2-11.4l6.4-39.7c1.1-6.9,7-11.9,14-11.9h37.3 c10,0,19.4,4.4,25.9,12s9.3,17.6,7.7,27.5l-15,92.4c-0.7,4-3,7.6-6.5,9.8L140,196.5c-5.1,3.1-11.6,2.8-16.3-1l-39-31.1 c-3.7-2.9-4.3-8.3-1.3-11.9c2.9-3.7,8.3-4.3,11.9-1.3l37.5,29.9l81-50.2l14.8-91.1c0.8-4.9-0.6-9.9-3.8-13.7c-3.2-3.8-7.9-6-12.9-6 h-34.9l-5.5,34h9.3c4.2,0,8.1,1.8,10.8,5c2.7,3.2,3.9,7.3,3.2,11.4l-6.5,39.9c-1.1,6.9-7,11.9-14,11.9H71.7 c-8.4,0-15.4,6-16.8,14.3L33.6,267.5L63.5,249c2.2-1.4,4.8-2.1,7.5-2.1h109.5c8.4,0,15.4-6,16.8-14.3l6.8-41.9 c0.8-4.6,5.1-7.8,9.7-7c4.6,0.8,7.8,5.1,7,9.7l-6.8,41.9c-1.3,8-5.4,15.2-11.5,20.4c-6.1,5.2-14,8.1-22,8.1H71.7l-45,27.9 C25.4,292.6,23.8,293,22.3,293z'
+        fill='#089949'
       />
     </svg>
   )
diff --git a/apps/sim/hooks/queries/utils/folder-tree.test.ts b/apps/sim/hooks/queries/utils/folder-tree.test.ts
index 4149b4a4d7a..d8c0f65ff30 100644
--- a/apps/sim/hooks/queries/utils/folder-tree.test.ts
+++ b/apps/sim/hooks/queries/utils/folder-tree.test.ts
@@ -3,6 +3,8 @@
  */
 import { describe, expect, it } from 'vitest'
 import {
+  collectDuplicateNames,
+  disambiguateLabelByFolder,
   findLockedAncestorFolder,
   getFolderPath,
   isFolderEffectivelyLocked,
@@ -203,3 +205,50 @@ describe('isFolderEffectivelyLocked', () => {
     expect(isFolderEffectivelyLocked({ locked: false, parentId: null }, {})).toBe(false)
   })
 })
+
+describe('collectDuplicateNames', () => {
+  it('returns only names seen more than once', () => {
+    expect(collectDuplicateNames(['a', 'b', 'a', 'c'])).toEqual(new Set(['a']))
+  })
+
+  it('returns an empty set when every name is unique', () => {
+    expect(collectDuplicateNames(['a', 'b', 'c']).size).toBe(0)
+  })
+
+  it('reports a name once no matter how many times it repeats', () => {
+    expect(collectDuplicateNames(['a', 'a', 'a'])).toEqual(new Set(['a']))
+  })
+
+  it('is case sensitive, so callers normalize before collecting', () => {
+    expect(collectDuplicateNames(['Leads', 'leads']).size).toBe(0)
+  })
+})
+
+describe('disambiguateLabelByFolder', () => {
+  const folders = {
+    sales: makeFolder({ id: 'sales', name: 'Sales' }),
+    emea: makeFolder({ id: 'emea', name: 'EMEA', parentId: 'sales' }),
+  }
+
+  it('leaves a unique name untouched', () => {
+    expect(disambiguateLabelByFolder('Leads', 'emea', folders, new Set())).toBe('Leads')
+  })
+
+  it('appends the full folder path to a colliding name', () => {
+    expect(disambiguateLabelByFolder('Leads', 'emea', folders, new Set(['Leads']))).toBe(
+      'Leads (Sales / EMEA)'
+    )
+  })
+
+  it('labels a colliding name at the workspace root as Root', () => {
+    expect(disambiguateLabelByFolder('Leads', null, folders, new Set(['Leads']))).toBe(
+      'Leads (Root)'
+    )
+  })
+
+  it('falls back to Root when the folder is unknown', () => {
+    expect(disambiguateLabelByFolder('Leads', 'deleted', folders, new Set(['Leads']))).toBe(
+      'Leads (Root)'
+    )
+  })
+})
diff --git a/apps/sim/hooks/queries/utils/folder-tree.ts b/apps/sim/hooks/queries/utils/folder-tree.ts
index 39add522c57..656c23fa4eb 100644
--- a/apps/sim/hooks/queries/utils/folder-tree.ts
+++ b/apps/sim/hooks/queries/utils/folder-tree.ts
@@ -54,6 +54,37 @@ export function getFolderPath(
   return segments.length > 0 ? segments.join(separator) : null
 }
 
+/**
+ * Names that appear more than once in the list, so callers can disambiguate
+ * only the entries that actually collide.
+ */
+export function collectDuplicateNames(names: Iterable<string>): Set<string> {
+  const seen = new Set<string>()
+  const duplicates = new Set<string>()
+  for (const name of names) {
+    if (seen.has(name)) duplicates.add(name)
+    else seen.add(name)
+  }
+  return duplicates
+}
+
+/**
+ * Appends the folder path to a name that another item in the same list shares,
+ * e.g. `Leads (Sales / EMEA)` — or `Leads (Root)` at the workspace root. Names
+ * that are already unique are returned untouched so the common case stays
+ * readable.
+ */
+export function disambiguateLabelByFolder(
+  name: string,
+  folderId: string | null | undefined,
+  folders: Record<string, WorkflowFolder>,
+  duplicateNames: Set<string>
+): string {
+  if (!duplicateNames.has(name)) return name
+  const folderPath = getFolderPath(folderId, folders)
+  return folderPath ? `${name} (${folderPath})` : `${name} (Root)`
+}
+
 /**
  * Returns the closest locked ancestor folder for the given folderId, or `null`
  * when neither the folder nor any of its ancestors are locked. Cycles or
diff --git a/apps/sim/hooks/queries/workflow-search-replace.ts b/apps/sim/hooks/queries/workflow-search-replace.ts
index 66a3e20fc0b..ec1cda83ddf 100644
--- a/apps/sim/hooks/queries/workflow-search-replace.ts
+++ b/apps/sim/hooks/queries/workflow-search-replace.ts
@@ -28,13 +28,19 @@ import type {
   WorkflowSearchMatch,
   WorkflowSearchReplacementOption,
 } from '@/lib/workflows/search-replace/types'
+import { useFolderMap } from '@/hooks/queries/folders'
 import { fetchKnowledgeBase, fetchKnowledgeBases } from '@/hooks/queries/kb/knowledge'
 import {
   fetchOAuthCredentialDetail,
   fetchOAuthCredentials,
 } from '@/hooks/queries/oauth/oauth-credentials'
+import { collectDuplicateNames, disambiguateLabelByFolder } from '@/hooks/queries/utils/folder-tree'
 import { getSelectorDefinition, loadAllSelectorOptions } from '@/hooks/selectors/registry'
 import type { SelectorKey, SelectorOption } from '@/hooks/selectors/types'
+import type { WorkflowFolder } from '@/stores/folders/types'
+
+/** Stable identity while a folder list loads, so `select` isn't re-keyed on it. */
+const EMPTY_FOLDER_MAP: Record<string, WorkflowFolder> = {}
 
 export interface WorkflowSearchResolvedResource {
   matchRawValue: string
@@ -452,6 +458,10 @@ export function useWorkflowSearchKnowledgeReplacementOptions(
   matches: WorkflowSearchMatch[],
   workspaceId?: string
 ) {
+  const { data: knowledgeBaseFolders = EMPTY_FOLDER_MAP } = useFolderMap(
+    workspaceId,
+    'knowledge_base'
+  )
   const knowledgeGroups = useMemo(
     () => uniqueResourceOptionGroups(matches, 'knowledge-base'),
     [matches]
@@ -466,15 +476,22 @@ export function useWorkflowSearchKnowledgeReplacementOptions(
         enabled: Boolean(workspaceId && knowledgeGroups.length > 0),
         staleTime: WORKFLOW_SEARCH_KNOWLEDGE_REPLACEMENT_STALE_TIME,
         placeholderData: (previous: KnowledgeBaseData[] | undefined) => previous,
-        select: (knowledgeBases: KnowledgeBaseData[]): WorkflowSearchReplacementOption[] =>
-          knowledgeGroups.flatMap((match) =>
+        select: (knowledgeBases: KnowledgeBaseData[]): WorkflowSearchReplacementOption[] => {
+          const duplicateNames = collectDuplicateNames(knowledgeBases.map((kb) => kb.name))
+          return knowledgeGroups.flatMap((match) =>
             knowledgeBases.map((knowledgeBase) => ({
               kind: 'knowledge-base',
               value: knowledgeBase.id,
-              label: knowledgeBase.name,
+              label: disambiguateLabelByFolder(
+                knowledgeBase.name,
+                knowledgeBase.folderId,
+                knowledgeBaseFolders,
+                duplicateNames
+              ),
               resourceGroupKey: match.resource?.resourceGroupKey,
             }))
-          ),
+          )
+        },
       },
     ],
   })
@@ -485,6 +502,7 @@ export function useWorkflowSearchTableReplacementOptions(
   workspaceId?: string
 ) {
   const tableGroups = useMemo(() => uniqueResourceOptionGroups(matches, 'table'), [matches])
+  const { data: tableFolders = EMPTY_FOLDER_MAP } = useFolderMap(workspaceId, 'table')
 
   return useQueries({
     queries: [
@@ -497,15 +515,23 @@ export function useWorkflowSearchTableReplacementOptions(
           }),
         enabled: Boolean(workspaceId && tableGroups.length > 0),
         staleTime: WORKFLOW_SEARCH_TABLE_REPLACEMENT_STALE_TIME,
-        select: (response: ListTablesResponse): WorkflowSearchReplacementOption[] =>
-          tableGroups.flatMap((match) =>
-            response.data.tables.map((table) => ({
+        select: (response: ListTablesResponse): WorkflowSearchReplacementOption[] => {
+          const tables = response.data.tables
+          const duplicateNames = collectDuplicateNames(tables.map((table) => table.name))
+          return tableGroups.flatMap((match) =>
+            tables.map((table) => ({
               kind: 'table',
               value: table.id,
-              label: table.name,
+              label: disambiguateLabelByFolder(
+                table.name,
+                table.folderId,
+                tableFolders,
+                duplicateNames
+              ),
               resourceGroupKey: match.resource?.resourceGroupKey,
             }))
-          ),
+          )
+        },
       },
     ],
   })
diff --git a/apps/sim/hooks/selectors/providers/sim/selectors.ts b/apps/sim/hooks/selectors/providers/sim/selectors.ts
index 1c7784cd982..13af6d6d08e 100644
--- a/apps/sim/hooks/selectors/providers/sim/selectors.ts
+++ b/apps/sim/hooks/selectors/providers/sim/selectors.ts
@@ -2,7 +2,7 @@ import { getColumnId } from '@/lib/table/column-keys'
 import { getQueryClient } from '@/app/_shell/providers/get-query-client'
 import { getTableDetailQueryOptions } from '@/hooks/queries/tables'
 import { getFolderMap } from '@/hooks/queries/utils/folder-cache'
-import { getFolderPath } from '@/hooks/queries/utils/folder-tree'
+import { collectDuplicateNames, disambiguateLabelByFolder } from '@/hooks/queries/utils/folder-tree'
 import { getWorkflowById, getWorkflows } from '@/hooks/queries/utils/workflow-cache'
 import { getWorkflowListQueryOptions } from '@/hooks/queries/utils/workflow-list-query'
 import { SELECTOR_STALE } from '@/hooks/selectors/providers/shared'
@@ -13,37 +13,11 @@ import type {
   SelectorOption,
   SelectorQueryArgs,
 } from '@/hooks/selectors/types'
-import type { WorkflowFolder } from '@/stores/folders/types'
 import type { WorkflowMetadata } from '@/stores/workflows/registry/types'
 
-/**
- * Builds a label for a workflow option, appending the folder path when another
- * workflow in the workspace shares the same display name. Avoids suffixing
- * every workflow so the dropdown stays readable for the common case.
- */
-function buildDisambiguatedLabel(
-  workflow: WorkflowMetadata,
-  duplicateNames: Set<string>,
-  folders: Record<string, WorkflowFolder>
-): string {
-  const baseLabel = workflow.name || `Workflow ${workflow.id.slice(0, 8)}`
-  if (!duplicateNames.has(baseLabel)) return baseLabel
-
-  const folderPath = getFolderPath(workflow.folderId, folders)
-  return folderPath ? `${baseLabel} (${folderPath})` : `${baseLabel} (Root)`
-}
-
-function collectDuplicateNames(workflows: WorkflowMetadata[]): Set<string> {
-  const counts = new Map<string, number>()
-  for (const workflow of workflows) {
-    const label = workflow.name || `Workflow ${workflow.id.slice(0, 8)}`
-    counts.set(label, (counts.get(label) ?? 0) + 1)
-  }
-  const duplicates = new Set<string>()
-  for (const [label, count] of counts) {
-    if (count > 1) duplicates.add(label)
-  }
-  return duplicates
+/** Matches the workflow list's own fallback for an unnamed workflow. */
+function workflowBaseLabel(workflow: WorkflowMetadata): string {
+  return workflow.name || `Workflow ${workflow.id.slice(0, 8)}`
 }
 
 export const simSelectors = {
@@ -60,12 +34,17 @@ export const simSelectors = {
       await getQueryClient().ensureQueryData(getWorkflowListQueryOptions(context.workspaceId))
       const workflows = getWorkflows(context.workspaceId)
       const folders = getFolderMap(context.workspaceId)
-      const duplicateNames = collectDuplicateNames(workflows)
+      const duplicateNames = collectDuplicateNames(workflows.map(workflowBaseLabel))
       return workflows
         .filter((w) => w.id !== context.excludeWorkflowId)
         .map((w) => ({
           id: w.id,
-          label: buildDisambiguatedLabel(w, duplicateNames, folders),
+          label: disambiguateLabelByFolder(
+            workflowBaseLabel(w),
+            w.folderId,
+            folders,
+            duplicateNames
+          ),
         }))
         .sort((a, b) => a.label.localeCompare(b.label))
     },
@@ -80,10 +59,15 @@ export const simSelectors = {
       if (!workflow) return null
       const workflows = getWorkflows(context.workspaceId)
       const folders = getFolderMap(context.workspaceId)
-      const duplicateNames = collectDuplicateNames(workflows)
+      const duplicateNames = collectDuplicateNames(workflows.map(workflowBaseLabel))
       return {
         id: detailId,
-        label: buildDisambiguatedLabel(workflow, duplicateNames, folders),
+        label: disambiguateLabelByFolder(
+          workflowBaseLabel(workflow),
+          workflow.folderId,
+          folders,
+          duplicateNames
+        ),
       }
     },
   },
diff --git a/apps/sim/lib/folders/tree.ts b/apps/sim/lib/folders/tree.ts
index dec8e50a879..8e70dc3c4a7 100644
--- a/apps/sim/lib/folders/tree.ts
+++ b/apps/sim/lib/folders/tree.ts
@@ -65,3 +65,17 @@ export function getFolderPath(
 
   return path
 }
+
+/**
+ * Ancestor folder names, root-first — `undefined` at the workspace root. Search
+ * rows key their memo comparison on this, so the empty case must be `undefined`
+ * rather than an empty array.
+ */
+export function getFolderPathNames(
+  folders: Record<string, WorkflowFolder>,
+  folderId: string | null | undefined
+): string[] | undefined {
+  if (!folderId) return undefined
+  const names = getFolderPath(folders, folderId).map((folder) => folder.name)
+  return names.length > 0 ? names : undefined
+}
diff --git a/apps/sim/lib/integrations/integrations.json b/apps/sim/lib/integrations/integrations.json
index db30b1d2064..a2d27494361 100644
--- a/apps/sim/lib/integrations/integrations.json
+++ b/apps/sim/lib/integrations/integrations.json
@@ -21818,7 +21818,7 @@
       "name": "Zoho Desk",
       "description": "Manage Zoho Desk tickets, comments, threads, and contacts",
       "longDescription": "Read and update Zoho Desk tickets, manage comments and threads, look up contacts, and download attachments. Can also trigger workflows from Zoho Desk webhook events.",
-      "bgColor": "#E42527",
+      "bgColor": "#FFFFFF",
       "iconName": "ZohoDeskIcon",
       "docsUrl": "https://docs.sim.ai/integrations/zoho_desk",
       "operations": [